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<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
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<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
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<issn pub-type="epub">2296-701X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fevo.2025.1646756</article-id>
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<subj-group subj-group-type="heading">
<subject>Review</subject>
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<title-group>
<article-title>Using paleometry to address biogenicity in paleobiology</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Saldanha</surname><given-names>Jo&#xe3;o Pedro</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Martins</surname><given-names>Alisson Klayton</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<name><surname>Os&#xe9;s</surname><given-names>Gabriel Ladeira</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<name><surname>Callefo</surname><given-names>Flavia</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<aff id="aff1"><label>1</label><institution>Programa de P&#xf3;s-gradua&#xe7;&#xe3;o em Geoci&#xea;ncias, Departamento de Paleontologia e Estratigrafia, Instituto de Geoci&#xea;ncias, Universidade Federal do Rio Grande do Sul</institution>, <city>Porto Alegre</city>,&#xa0;<country country="br">Brazil</country></aff>
<aff id="aff2"><label>2</label><institution>Laborat&#xf3;rio de Arqueometria e Ci&#xea;ncias Aplicadas ao Patrim&#xf4;nio Cultural, Departamento de F&#xed;sica Nuclear, Instituto de F&#xed;sica, Universidade de S&#xe3;o Paulo</institution>, <city>S&#xe3;o Paulo</city>,&#xa0;<country country="br">Brazil</country></aff>
<aff id="aff3"><label>3</label><institution>Laborat&#xf3;rio Nacional de Luz S&#xed;ncrotron, Linha Carna&#xfa;ba, Centro Nacional de Pesquisa em Energia e Materiais</institution>, <city>Campinas</city>,&#xa0;<country country="br">Brazil</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Jo&#xe3;o Pedro Saldanha, <email xlink:href="mailto:saldanhajpedro@gmail.com">saldanhajpedro@gmail.com</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-09-29">
<day>29</day>
<month>09</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>13</volume>
<elocation-id>1646756</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Saldanha, Martins, Os&#xe9;s and Callefo.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Saldanha, Martins, Os&#xe9;s and Callefo</copyright-holder>
<license>
<ali:license_ref start_date="2025-09-29">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<p>Biogenicity assessments in paleobiology encompass a broad range of criteria, arguments, and methodological approaches for evaluating the origin of fossil objects and purported biological materials. Amid this uncertainty, paleometry emerges as a critical tool for deepening and refining our understanding of biogenicity. This study aims to systematize procedures observed across recurring patterns in the literature, to critically examine the type of data acquired, and to expand the application of high-resolution analytical techniques. Rather than debating optimal criteria, we propose a direct and structured framework for biogenicity assessment, outlining standardized steps, choosing the most powerful techniques for solving specific issues, result interpretation, and scientific discussion. Biogenicity-related studies are categorized into three major groups: (1) dubiofossils, including microfossil-, ichnofossil-, and biomineral-like forms; (2) fossilization processes involving microbial mediation; and (3) potential biominerals associated with skeletal metazoans. Despite their differences, these categories share a fundamental reliance on reconstructing diagenetic history, a prerequisite for any meaningful biogenicity inference. In this context, paleometry plays a central role across all stages of investigation. Our analysis highlights the widespread use of high-resolution, non-destructive techniques such as optical microscopy (OM), scanning electron microscopy with energy-dispersive spectroscopy (SEM-EDS), micro-Raman spectroscopy (&#xb5;-RS), and Fourier-transform infrared spectroscopy (FT-IR), largely applied for their minimal sample preparation and versatile micrometer-scale capabilities. We also propose the utilization of other techniques, still underexplored in biogenicity studies. Furthermore, the temporal distribution of case studies reveals a concentration of research on geologic intervals associated with key evolutionary and environmental transitions, which we argue the distribution of biogenicity studies in such periods. The protocols proposed herein offer a flexible and reproducible methodological pathway. By guiding researchers from analytical technique selection to data interpretation, this framework aims to facilitate future investigations and foster more coherent discussions around the biogenicity of paleobiological materials.</p>
</abstract>
<kwd-group>
<kwd>biosignatures</kwd>
<kwd>dubiofossil</kwd>
<kwd>biomineralization</kwd>
<kwd>biominerals</kwd>
<kwd>diagenesis</kwd>
<kwd>abiotic process</kwd>
<kwd>high-resolution analytical techniques</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare financial support was received for the research and/or publication of this article. This study was financed in part by the Coordenac&#xe3;o de Aperfeicoamento de Pessoal de N&#x131;vel Superior (CAPES&#x2013; Finance Code 001) and part by the Conselho Nacional de Desenvolvimento Cient&#xed;fico e Tecnol&#xf3;gico (CNPq &#x2013; grant 161149/2023-5) to JS and Programa de Pesquisador Colaborador do Instituto de F&#xed;sica da USP, S&#xe3;o Paulo research Foundation (FAPESP) for the grants #2023/04501-6, #2022/06485-5, and #2023/14250-0 to GO.</funding-statement>
</funding-group>
<counts>
<fig-count count="8"/>
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<ref-count count="176"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Paleontology</meta-value>
</custom-meta>
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</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The term biogenicity carries diverse connotations and applications across various scientific domains (<xref ref-type="bibr" rid="B90">Malaterre et&#xa0;al., 2023</xref>). Within paleontology, it denotes the recognition of an object, substance, and/or pattern whose origin specifically involves a biological agent (<xref ref-type="bibr" rid="B52">Des Marais et&#xa0;al., 2008</xref>). This encompasses processes exclusively tied to biological activity and the assessment of the preservation of biomaterials in the face of post-depositional transformations. Consequently, the detection of life in deep time and/or distant space is exceedingly complex and necessitates caution (<xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B105">McMahon and Cosmidis, 2022</xref>; <xref ref-type="bibr" rid="B90">Malaterre et&#xa0;al., 2023</xref>). In both astrobiology and paleontology (mainly in Precambrian research), discussions on biogenicity revolve around specific sets of arguments formulated and tested in particular cases, designated as biogenicity criteria, which are in constant debate (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B64">Garc&#xed;a-Ruiz et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B141">Schopf et al., 2002</xref>; <xref ref-type="bibr" rid="B34">Cady et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B25">Brasier et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B152">Sugitani et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B164">Westall, 2008</xref>; <xref ref-type="bibr" rid="B116">Noffke, 2009</xref>, <xref ref-type="bibr" rid="B121">2021</xref>; <xref ref-type="bibr" rid="B150">Slater, 2009</xref>; <xref ref-type="bibr" rid="B161">Wacey, 2010</xref>; <xref ref-type="bibr" rid="B26">Brasier and Wacey, 2012</xref>; <xref ref-type="bibr" rid="B141">Schopf and Kudryavtsev, 2012</xref>; <xref ref-type="bibr" rid="B15">Bernard and Papineau, 2014</xref>; <xref ref-type="bibr" rid="B102">McLoughlin and Grosch, 2015</xref>; <xref ref-type="bibr" rid="B37">Callefo et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B68">Gomes et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B115">Neveu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). Within this framework, paleometry &#x2013; a transdisciplinary effort that aims to develop and combine more effective and efficient techniques for recovering information from the fossil record (<xref ref-type="bibr" rid="B134">Riquelme et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B51">Delgado et&#xa0;al., 2014</xref>) &#x2013; has played a pivotal role from the very beginning. Whether through the implementation of novel technologies, the refinement of data acquisition processes, or the integration of results, paleometry stands as a potential key to distinguishing life across time and space (<xref ref-type="bibr" rid="B134">Riquelme et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B51">Delgado et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B37">Callefo et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B68">Gomes et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B132">Prado et&#xa0;al., 2021</xref>).</p>
<p>Despite advancements in formulating and discussing biosignatures in recent decades, there is a lack of protocols and biogenicity tests that could formalize and propel scientific progress further (see <xref ref-type="bibr" rid="B115">Nevue et&#xa0;al., 2018</xref> and <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). This is particularly evident given the diversity of objects and objectives in astrobiological and paleontological sciences (<xref ref-type="bibr" rid="B37">Callefo et&#xa0;al., 2019a</xref>). Despite the need to be protocolizing procedures to minimize misinterpretations, these parameters must be constantly reevaluated, given the frequent advances in understanding the different biosignatures, and the advancement of new technologies (especially at subcellular scales and high resolution), which enable the development of knowledge about the structure and composition of materials. Furthermore, the very understanding of what is life, and its evolution are also concepts in constant progress. And obviously, this impacts the very understanding and interpretation of biosignatures and their biogenicity parameters.</p>
<p>The challenges surrounding biogenicity issues can be categorized into four main categories: 1) dubiofossils, forms of uncertain origin; 2) fossilization processes via microbial activity; 3) minerals from candidate biomineralizing metazoans; and 4) chemical record or compositional influence in abiotic processes. Each category exhibits unique characteristics, distinct scientific interests, and varied study methodologies. Once it focusses on different objects and objectives, research within these categories tends to be concentrated on specific geological periods, resulting in a distinct temporal range.</p>
<p>Given the diverse research areas in paleontology, as well as the uniqueness of the fossil record, this contribution aims to attempt to formalize specific protocols for biogenicity assessment based on the current state of knowledge. It focuses on systematizing procedures compiled from research articles, in a critical way, aiming to document how biogenicity is assessed in different areas, possible causes for that, and consequently debating future research avenues. The compiled data is compared against the geological timescale, which offers interesting insights on the distribution of biogenicity studies over time. Rather than debating the best biogenicity criteria, this work provides a direct and assertive approach by outlining standardized steps for data acquisition, result interpretation, and discussion.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Methods and definitions</title>
<p>To achieve biogenicity protocols, case study articles in paleontology, geobiology, geosciences and related areas from various biogenicity themes were compiled, detailing the equipment used and the primary data acquired. Analyzing the results and interpretations allowed the recognition of patterns through recurring discussion styles, which culminated in the proposal of standardized protocols for understanding biogenicity in the respective research areas.</p>
<p>The bibliographic survey for this review was conducted in two complementary stages. The first stage involved identifying key references cited in two categories of publications: (1) highly cited and widely recognized articles considered classic in the discussion of biogenicity criteria, and (2) review articles specifically addressing biogenicity criteria. These initial sources were identified through searches using the keywords &#x201c;biogenicity&#x201d; and &#x201c;criteria&#x201d;, which served as the starting point for mapping the field. From this initial mapping, two main groups of articles were established: (a) Review articles on biogenicity criteria focused on specific material types (e.g., microfossils, ichnofossils, dubiofossils), resulting in more study case articles; (b) Case study articles applying biogenicity criteria to distinct material types.</p>
<p>In the second stage, this survey was expanded through systematic searches in the electronic databases Scopus, Web of Science, and Google Scholar, conducted between July 2022 and March 2025. Boolean operators (AND, OR) were applied to combine both general and specific keywords. The general search terms included: &#x201c;biogenicity&#x201d;, &#x201c;biogenicity criteria&#x201d;, &#x201c;biosignatures&#x201d;, &#x201c;biotic&#x201d;, &#x201c;abiotic&#x201d;, &#x201c;bioindicator&#x201d;, &#x201c;fossil diagenesis&#x201d;, and &#x201c;paleometry&#x201d;. These were combined with specific terms for each thematic focus: &#x201c;dubiofossils&#x201d;, &#x201c;pseudofossils&#x201d;, &#x201c;ichnofossil&#x201d;, &#x201c;microfossils&#x201d;, &#x201c;artifact&#x201d;, &#x201c;biomineral&#x201d;, &#x201c;abiotic mineralization&#x201d;, &#x201c;induced mineralization&#x201d;, &#x201c;influenced mineralization&#x201d;, &#x201c;controlled mineralization&#x201d;, &#x201c;phosphatization&#x201d;, &#x201c;pyritization&#x201d;, &#x201c;silicification&#x201d;, &#x201c;concretion&#x201d;, &#x201c;biofilm&#x201d;, &#x201c;microbial mat&#x201d;, &#x201c;biomineralizing&#x201d;, &#x201c;biometazoans&#x201d;, and &#x201c;preservation&#x201d;. Experimental taphonomy articles were selectively included in the fossilization processes category when they employed high-resolution analytical techniques or explicitly discussed fossil biogenicity criteria. Articles exclusively addressing chemical fossils or chemical fossil bioindicators were excluded, as these fell outside the scope of this review.</p>
<p>This contribution does not include chemical bioindicators. Due to their distinct nature as chemical signals, they are different from fossil objects and artifacts that are investigated in other biogenicity challenges categories and allow for a more direct comparison. In addition, there is a vast and growing literature on fossil bioindicators that requires greater attention in a future article.</p>
<p>Here we present a list of definitions with explanations utilized to categorize and quantify the articles reviewed.</p>
<p><italic>Techniques</italic>: Several articles discuss the application and limitations of high-resolution or non-destructive techniques in paleontology (<xref ref-type="bibr" rid="B41">Carlson et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B51">Delgado et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B95">Marshall and Marshall, 2015</xref>; <xref ref-type="bibr" rid="B46">Cusack, 2016</xref>; <xref ref-type="bibr" rid="B18">Borgwardt and Wells, 2017</xref>; <xref ref-type="bibr" rid="B37">Callefo et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B68">Gomes et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B128">Pan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B132">Prado et&#xa0;al., 2021</xref>). Abbreviations are explained in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 1</bold></xref>. The techniques were grouped to facilitate categorization based on similar responses or shared applications (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Materials 2</bold></xref>, <xref ref-type="supplementary-material" rid="SM1"><bold>3</bold></xref>). This grouping does not imply identical data acquisition methods nor underlying physical principles.</p>
<p><italic>Biogenicity categories</italic>: biogenicity in paleontology is a subject of research in several objects that we categorize here into four main groups:</p>
<p>1: Dubiofossils: fossil-like objects formerly related to life with an ambiguous origin (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>). Biogenicity criteria are proposed that allow access to their abiotic or biotic origin. Through testing, many times through paleometry, the biological nature of a dubiofossil can be established, leading to its classification as a genuine fossil; alternatively, if its origin is determined to be the result of abiotic processes, it is categorized as a pseudofossil (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>; <xref ref-type="bibr" rid="B112">Monroe and Dietrich, 1990</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>). After the survey, we categorized the dubiofossils into three types of material classes:</p>
<p>1a: microfossil-like dubiofossils: generally elongated/filamentous or globular/spherical objects ranging from nanometric to microscopic scales that morphologically resemble a microfossil.</p>
<p>1b: ichnofossil-like dubiofossils: structures that resemble bioturbations, microbially induced sedimentary structures (MISS), or stromatolites and can be associated with ichnofossils.</p>
<p>1c: biomineral-like dubiofossils: branched, rounded, unusual, and complex mineral shapes that could be comparable to those produced by controlled, induced or influenced biomineralizations processes (see <xref ref-type="bibr" rid="B57">Dupraz et&#xa0;al., 2009</xref>). These materials are unusual mineral forms, which due to their shape and complexity may suggest biotic origin.</p>
<p>2: Fossilization processes: biogenicity of fossilization process means that via microbial activity was responsible for fossil preservation. Fossils with materials non-original from organisms that may have been precipitated, recrystallized or modified with microbiological activity. Classification by fossilization modes:</p>
<p>2a: silicification: silica precipitation.</p>
<p>2b: preservation by carbonates: calcite, aragonite, dolomite or other type of carbonate minerals that help in fossilization.</p>
<p>2c: concretions: hard, compact mass of mineral, often spherical or oval in shape around a fossil or fossil fragment within sedimentary host rock.</p>
<p>2d: phosphatization: phosphate minerals precipitated or recrystallized during fossilization.</p>
<p>2e: preservation by clay minerals: clay minerals preserving fossils.</p>
<p>2f: pyritization: pyrite precipitation.</p>
<p>2g: biofilms: biofilm evidence preserved along with fossils.</p>
<p>2h: Iron (oxyhydr)oxides: iron-based oxyhydroxides precipitation.</p>
<p>3: Biomineralizing metazoans: animals able to form skeletons with a mineral component, the so-called biominerals. Thus, the terms biomineral and biomineralization differ from that of class 1c.</p>
<p>4: Bioindicators: diagnostic compositions that could only have occurred in the presence of life, or that at least have a greater chance of occurrence due to biotic origin. They can be isolated elements, isotopic fractionation values or molecules/minerals that are specific indicators of the presence of life in deep time and on other planets. Bioindicators are not integrated into the review and discussions.</p>
<p>Data: type of data that can be obtained from each technique. Classified into Morphological, Texture or Composition.</p>
<p>Morphological: morphological data divided into superficial or internal data;</p>
<p>S: superficial morphological data;</p>
<p>I: internal morphological data;</p>
<p>Texture: spatial data associated with a group of crystals, like distribution, orientation, packing and inclusion;</p>
<p>T: textural spatial data, topological or organizational distribution regarding the host rock;</p>
<p>M: spatial data composition, mapping and distribution of the composition relative to the matrix;</p>
<p>Composition: compositional data;</p>
<p>C: inorganic compositional data, including elemental or molecular/mineralogical data;</p>
<p>O: organic compositional data, including elemental or molecular data; Note: these data refer to the detection of organic molecules, such as hydrocarbon chains and carbon detection, and have no connotation of the origin, whether biotic or abiotic, of the material.</p>
<p>i: detailed composition, trace elements or isotopic data;</p>
<p>s: detailed organic compositional data, including protein and DNA characterization or genetic sequencing.</p>
<p>Result: characteristics extracted from the studied material obtained through some high-resolution technique. Here it is categorized within a data type.</p>
<p>Interpretation: product of the results, an interpretation of the identified attributes that can serve as criteria for evaluating biogenicity.</p>
<p>Discussion: pattern of argumentation and integration of information that culminates in the characterization of biogenicity. Here it is summarized from the repetition of discussion styles found in the bibliographic survey.</p>
<p>Biosignature: signatures exclusively generated and/or transformed by past or present organisms that unambiguously diagnose life. These signatures can be created from the growth or decay of (once) living organisms and cannot be produced by purely abiotic processes (<xref ref-type="bibr" rid="B150">Slater, 2009</xref>; <xref ref-type="bibr" rid="B101">McLoughlin, 2011</xref>).</p>
<p>Biogenicity criteria: arguments proposed to defend or refute the biotic origin of a given object, substance or process (see <xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B65">Gargaud et&#xa0;al., 2015</xref>).</p>
<p>Biotic: substances, materials, or processes that are derived from or involve living entities.</p>
<p>Abiotic: substances, materials, or processes that are derived from non-living entities (for example, physical, and chemical processes without biological participation).</p>
<p>Pseudofossil: objects that appear, at least at first glance, to be fossils, but after more refined analysis are considered to be of abiotic origin, that is, they are not fossils (<xref ref-type="bibr" rid="B112">Monroe and Dietrich, 1990</xref>).</p>
<p>Indigeneity: refers to the origin of the material, with an emphasis on eliminating the possibility of recent or procedural contamination through cross-cutting relationships (<xref ref-type="bibr" rid="B65">Gargaud et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>).</p>
<p>Syngenicity: material&#x2019;s temporal relationship with its surrounding matrix, confirming synchrony with the host medium (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B160">Wacey, 2009</xref>; <xref ref-type="bibr" rid="B102">McLoughlin and Grosch, 2015</xref>; <xref ref-type="bibr" rid="B65">Gargaud et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>).</p>
<p>Extracellular polymeric substance (EPS): polymeric substance biosynthesized by microorganisms which contain mainly polysaccharides, genetic material (i.e., DNA) and proteins, offering several benefits to microbes, including protection against external agents, and the enhancement of metabolic changes inside biofilms (<xref ref-type="bibr" rid="B62">Flemming and Wingender, 2010</xref>).</p>
<p>Controlled biominerals: minerals that are directly produced and regulated by living organisms that exercise a high level of control over their formation and composition (<xref ref-type="bibr" rid="B57">Dupraz et&#xa0;al., 2009</xref>).</p>
<p>Induced biominerals: minerals indirectly formed by living organisms; these play an active role in triggering or influencing their formation, producing certain organic compounds or creating specific environmental conditions, often as an indirect result of the metabolic action (<xref ref-type="bibr" rid="B57">Dupraz et&#xa0;al., 2009</xref>).</p>
<p>Influenced biominerals: minerals in which the presence of living or dead organisms plays a passive role in their formation or modification (see <xref ref-type="bibr" rid="B57">Dupraz et&#xa0;al., 2009</xref>, for a broader review).</p>
<p>Abiotic minerals: by exclusion, abiotic minerals are the result of physicochemical reactions without any biological interference (see <xref ref-type="bibr" rid="B57">Dupraz et&#xa0;al., 2009</xref>, for a broader review).</p>
<p>Supplementary materials: The supplementary material presents crucial details of the review and quantification. <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 1</bold></xref> &#x2013; presents the techniques found in the review, organized by abbreviations used in the rest of the text, date, results and which classes have the greatest application. <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref> &#x2013; presents all case study articles compiled in the review. <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 3</bold></xref> &#x2013; presents tables of quantification of data by date and technique by class from Supplementary Material 2. Supplementary Material 4 &#x2013; reference list of all articles cited in the text and or compiled in the review. Supplemental Material 2 and 3 were used to base the figures and tables in the main text.</p>
</sec>
<sec id="s3">
<label>3</label>
<title>Biogenicity for paleobiology</title>
<p>A total of 85 case study articles were collected and are presented in Supplementary Material 2, classified by age, main contribution, techniques used, and main data obtained. In general, the techniques of OM, SEM-EDS/FIB-SEM, and RS/FT-IR are widely used in all categories of biogenicity categories, and are more relevant for categories 1, 2, and 3, respectively, as can be seen in <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>. A summary of the quantification is presented in Supplementary Material 3. It is important to note that more than 3/4 of the articles apply more than one high-resolution technique with the aim of complementing the data obtained. Other well-used techniques are TEM, Cryo-TEM, FIB-TEM; XRF, WD-XRF, SR-XRF; XRD, XPS, EBSD; elemental analysis, isotopic analysis, MS, LA-ICP-MS, ICP-MS, GC, GC-MS, NanoSIMS, (Tabel 1).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Percentage of articles that used each type of technic by category and class of material type (percentages refer to the quantity within the class and not to the total number of articles).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Category</th>
<th valign="middle" rowspan="2" align="center">Class</th>
<th valign="middle" rowspan="2" align="center">N</th>
<th valign="middle" rowspan="2" align="center">Category %</th>
<th valign="middle" colspan="14" align="center">Technique %</th>
</tr>
<tr>
<th valign="middle" align="center">OM</th>
<th valign="middle" align="center">CL, CSLM</th>
<th valign="middle" align="center">CT, Micro-CT, Nano-CT, PXCT AFM</th>
<th valign="middle" align="center">SEM-EDS/FIB-SEM</th>
<th valign="middle" align="center">TEM, Cryo-TEM, FIB-TEM</th>
<th valign="middle" align="center">XRF, WD-XRF, SR-XRF</th>
<th valign="middle" align="center">XRD, XPS, EBSD</th>
<th valign="middle" align="center">STXM, SRXTM, NEXAFS, XPEEM</th>
<th valign="middle" align="center">RS, FT-IR</th>
<th valign="middle" align="center">XANES, ELNES</th>
<th valign="middle" align="center">MicroprobeEPMA, PIXE</th>
<th valign="middle" align="center">Total rock elemental analysis</th>
<th valign="middle" align="center">Isotopic a, MS, LA-ICP-MS, ICP-MS, GC, GC-MS, NanoSIMS</th>
<th valign="middle" align="center">DNA sequencing, microbiome characterization, LC&#x2013;MS/MS protein sequencing</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">72</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">62</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">44</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">1a</td>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">56</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">54</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">62</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">1b</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">61</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">1c</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">36</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">70</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2a</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2b</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2c</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2d</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2e</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2f</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">41</td>
<td valign="middle" align="center">40</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">80</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2g</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2h</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">14</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Category: 1 &#x2013; Dubiofossils; 2 &#x2013; Fossilization processes; 3 &#x2013; Biomineralizing metazoans. Type Material Class: 1a &#x2013; microfossil-like dubiofossils; 1b &#x2013; ichnofossil-like dubiofossils; 1c &#x2013; biomineral-like dubiofossils; 2a &#x2013; silicification; 2b &#x2013; preservation by carbonates; 2c &#x2013; concretions; 2d &#x2013; phosphatization; 2e &#x2013; preservation by clay minerals; 2f &#x2013; pyritization; 2g &#x2013; biofilms, 2h &#x2013; iron (oxyhydr)oxides. For techniques complete names see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 1</bold></xref>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Regarding the type of data acquired and used in discussions of biogenicity in paleontology, it is clear that data on inorganic composition (C) and surface (S) and internal (I) morphology are the most relevent in all categories (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). For dubiofossils, I and C are more pertinent than for biogenicity in fossilization processes, which require more S characterization, and for biomineralizers, being scrutinized by S, C and O. Despite this, the survey indicates that more than one type of data is always necessary for any inference and discussion of biogenicity. Surface (S) and internal morphological (I) and inorganic compositional data (C) are extremely relevant for all categories and, in some classes, data on texture, organic distribution and composition and chemical detailed characterization are valuable (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>). Compositional mapping (M) is less relevant for biomineralizing metazoans, detailed organic compositional data (s) appears to have little application in discussing the biogenicity of dubiofossils in general (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). From the data, results and interpretations are inferred and each category has a distinct pattern in discussing biogenicity, as described below.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Percentage of articles that obtained each type of data (results) by category and class of material type (percentages refer to the quantity within the class and not to the total number of articles).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Category</th>
<th valign="middle" rowspan="2" align="center">Class</th>
<th valign="middle" rowspan="2" align="center">N</th>
<th valign="middle" rowspan="2" align="center">Category %</th>
<th valign="middle" colspan="8" align="center">Type of data %</th>
</tr>
<tr>
<th valign="middle" align="left">S</th>
<th valign="middle" align="left">I</th>
<th valign="middle" align="left">T</th>
<th valign="middle" align="left">M</th>
<th valign="middle" align="left">C</th>
<th valign="middle" align="left">O</th>
<th valign="middle" align="left">I</th>
<th valign="middle" align="left">S</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">67</td>
<td valign="middle" align="center">79</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">74</td>
<td valign="middle" align="center">48</td>
<td valign="middle" align="center">39</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">1a</td>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">56</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">83</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">54</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">1b</td>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">84</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">92</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">1c</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">83</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">2</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">36</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2a</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2b</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2c</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2d</td>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">80</td>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2e</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">16</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2f</td>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">41</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">40</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">40</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2g</td>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">2h</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">3</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">57</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">57</td>
<td valign="middle" align="center">57</td>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">14</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Categories: 1 &#x2013; Dubiofossils; 2 &#x2013; Fossilization processes; 3 &#x2013; Biomineralizing metazoans. Type Material Class: 1a &#x2013; microfossil-like dubiofossils; 1b &#x2013; ichnofossil-like dubiofossils; 1c &#x2013; biomineral-like dubiofossils; 2a &#x2013; silicification; 2b &#x2013; preservation by carbonates; 2c &#x2013; concretions; 2d &#x2013; phosphatization; 2e &#x2013; preservation by clay minerals; 2f &#x2013; pyritization; 2g &#x2013; biofilms; 2h &#x2013; iron (oxyhydr)oxides. Type of data: S &#x2013; superficial morphological data; I &#x2013; internal morphological data; T &#x2013; textural spatial data; M &#x2013; spatial data composition/mapping; C &#x2013; inorganic chemical data; O &#x2013; organic chemical data; i &#x2013; detailed chemical data, trace elements compositional data or isotopic data; s &#x2013; detailed organic chemical data, molecular sequencing.</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Distribution of all articles on biogenicity. <bold>(A)</bold> Comparative plot of the percentages of articles reviewed by each Category: 1 &#x2013;Dubiofossils; 2 &#x2013; Fossilization processes; 3 &#x2013; Biomineralizing metazoans; <bold>(B)</bold> Percentages of each Category that obtain each type of data; <bold>(C)</bold> Percentages each Category that apply each type of technique.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g001.tif">
<alt-text content-type="machine-generated">A composite image with three sections: A) A pie chart titled &#x201c;Articles per Category&#x201d; showing 50% (43) dubiofossils, 42% (36) fossilization processes, and 8% (7) biomineralizing metazoans out of 86 total. B) A bar chart labeled &#x201c;Data Type per Category&#x201d; with varying heights across categories S, I, T, M, C, O, i, s for the three groups. C) A detailed bar chart named &#x201c;Technique per Category&#x201d; with techniques like OM, SEM-EDS, and XRD demonstrated for each group using green, red, and blue bars.</alt-text>
</graphic>
</fig>
<sec id="s3_1">
<label>3.1</label>
<title>Dubiofossils</title>
<p>Category 1 comprises dubiofossils, structures resembling fossils that were previously associated with life but possess an ambiguous origin (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>), Supplementary Material 2 presents all articles compiled about dubiofossils in relation to the data and applied techniques, which were quantified in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 3</bold></xref>. These dubiofossils are categorized into three classes (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2A</bold></xref>). The microfossil-like dubiofossils class (1a) has substantial biogenicity criteria, postulated and revised by <xref ref-type="bibr" rid="B31">Buick (1990)</xref>; <xref ref-type="bibr" rid="B34">Cady et&#xa0;al. (2003)</xref>; <xref ref-type="bibr" rid="B14">Benzerara and Menguy (2009)</xref>; <xref ref-type="bibr" rid="B145">Schopf et&#xa0;al. (2010)</xref>; <xref ref-type="bibr" rid="B26">Brasier and Wacey (2012)</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al. (2021)</xref>, and <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al. (2021)</xref>. These criteria encompass internal morphology (I) &#x2013; approximately 83% of the total 1a articles; external structure (S), inorganic composition (C) data and mapping (M) &#x2013; both with roughly 66% of the total of 1a (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>). For ichnofossil-like dubiofossils (1b), the biogenicity criteria are outlined by <xref ref-type="bibr" rid="B8">Awramik and Grey (2005)</xref>; <xref ref-type="bibr" rid="B131">Porada et&#xa0;al. (2008)</xref>; <xref ref-type="bibr" rid="B116">Noffke (2009</xref>, <xref ref-type="bibr" rid="B117">2010</xref>, <xref ref-type="bibr" rid="B118">2021)</xref>; <xref ref-type="bibr" rid="B161">Wacey (2010)</xref>; <xref ref-type="bibr" rid="B119">Noffke and Awramik (2013)</xref>; <xref ref-type="bibr" rid="B48">Davies et&#xa0;al. (2016)</xref>, <xref ref-type="bibr" rid="B49">Davies et al. (2020)</xref> and <xref ref-type="bibr" rid="B87">Lucas and Lerner (2017)</xref>, <xref ref-type="bibr" rid="B138">Sanchez et&#xa0;al. (2023)</xref>, which reveal that it is important to characterize data on inorganic composition (C) &#x2013; almost 92% of the total 1b articles; and texture (T) &#x2013; approximately 84% of the 1b articles, supported by internal morphological characteristics (I) &#x2013; roughly 69% of the 1b (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>). The biomineral-like dubiofossils (1c) lacks well established biogenicity criteria discussed by <xref ref-type="bibr" rid="B64">Garc&#xed;a-Ruiz et&#xa0;al. (2002)</xref>; <xref ref-type="bibr" rid="B22">Braissant et&#xa0;al. (2003)</xref>; <xref ref-type="bibr" rid="B163">Weiner and Dove (2003)</xref>; <xref ref-type="bibr" rid="B57">Dupraz et&#xa0;al. (2009)</xref>; <xref ref-type="bibr" rid="B14">Benzerara and Menguy (2009)</xref>; <xref ref-type="bibr" rid="B36">Cailleau et&#xa0;al. (2009)</xref>; <xref ref-type="bibr" rid="B16">Bindschedler et&#xa0;al. (2014)</xref>; <xref ref-type="bibr" rid="B105">McMahon and Comidis (2022)</xref>, and <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al. (2023)</xref>. This highlight the need to obtain morphological data (S and I) &#x2013; all 1c articles used S data and approximately 83% I data; and inorganic compositional data (C) &#x2013; all 1c articles. In respect to texture (T) &#x2013; half of the articles assessed this; and Compositional mapping (M) was performed by roughly 33% of the total 1c articles (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2B</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Distribution of Dubiofossils articles. <bold>(A)</bold> percentage of each class of the total articles in Category 1. <bold>(B)</bold> Percentages of dubiofossils classes relative to each type of data. <bold>(C)</bold> Percentages of dubiofossils classes that apply to each type of technique.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g002.tif">
<alt-text content-type="machine-generated">A multi-part chart depicts data on dubiofossil classes. Panel A is a pie chart showing article distribution among microfossil-like (56%), ichnofossil-like (30%), and biomineral-like (14%) classes. Panel B is a bar chart comparing data types per class, labeled S, I, T, M, C, O, i, and s, with varying green bar heights. Panel C displays techniques used per class, such as SEM-EDS and TEM, with corresponding bar heights. The chart uses different shades of green to represent the three dubiofossil classes.</alt-text>
</graphic>
</fig>
<p>For 1a, morphology characterization is crucial, focusing on general shape, internal features, and population morphology range, best achieved through OM, SEM-EDS/FIB-SEM, nano or micro-CT (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B77">Javaux et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B152">Sugitani et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>). General size, population range, and morphometric consistency further support abiotic or biotic hypotheses (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2C</bold></xref>, <xref ref-type="fig" rid="f3"><bold>3</bold></xref>). Details, ornamentation, and preservation textures can contribute secondarily, both obtained by nano- or micro-CT, PXCT or SEM (<xref ref-type="bibr" rid="B73">Hofmann et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B55">Dodd et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B78">Johannessen et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Maldanis et&#xa0;al., 2020</xref>). Compositional analysis is less decisive due to potential confusion with abiotic objects (<xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>, <xref ref-type="bibr" rid="B25">2004</xref>; <xref ref-type="bibr" rid="B140">Schiffbauer et&#xa0;al., 2007</xref>), as seen in the dispute over Apex Chert microfossils (<xref ref-type="bibr" rid="B146">Schopf et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B25">Brasier et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B141">Schopf and Kudryavtsev, 2012</xref>). Complementary analyses like RS, TEM, XANES, MS, LA-ICP-MS, GC-MS, are useful in such cases (<xref ref-type="bibr" rid="B25">Brasier et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B50">De Gregorio et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B2">Alleon et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B55">Dodd et&#xa0;al., 2017</xref>). Detecting kerogen associated with microbial morphologies may be relevant in specific contexts using RS, FT-IR or XANES (<xref ref-type="bibr" rid="B146">Schopf et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B142">2005</xref>; <xref ref-type="bibr" rid="B152">Sugitani et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B55">Dodd et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B68">Gomes et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B127">Osterhout et&#xa0;al., 2021</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Schematic protocol for investigating biogenicity in Dubiofossil objects. Steps using high-resolution techniques to obtain results, information and how to discuss them. The first step involves deciphering indigeneity and syngenicity; the second, discovering the diagenetic history and assessing the original setting, involving any additional information about the geological context; and the final step is to argue and raise biogenicity criteria to propose the origin of the material, through comparison with other materials. This protocol is based on the table in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref> with the high-resolution techniques used in the reviewed articles, together with their potential applications in results and information. Solid lines in the discussion of biogenicity indicate direct application of the information to the topic being discussed; dashed lines indicate indirect or lesser application to the discussion. See <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 5</bold></xref> for a larger, high-resolution version.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g003.tif">
<alt-text content-type="machine-generated">Flowchart titled &#x201c;Biogenicity for Dubiofossils&#x201d; detailing techniques, results, information, and discussion processes. Techniques listed include OM, CL, SEM-EDS, XRF, and others. Results like morphological consistency and crystallinity are linked to information categories such as biomorphology and crystallinity degree. The discussion section involves assessing indigeniety, diagenetic history, and scenarios to classify findings as fossils, dubiofossils, or pseudofossils. Lines connect various elements, indicating complex analysis paths and relationships.</alt-text>
</graphic>
</fig>
<p>For 1b (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2C</bold></xref>, <xref ref-type="fig" rid="f3"><bold>3</bold></xref>), microscopic features like filamentous morphologies and putative EPS, and ornamentations, diagnosed with OM and SEM-EDS/FIB-SEM (sometimes complemented by TEM or FIB-TEM, STXM or SRXTM), may be pertinent, although macroscopic forms are of secondary relevance, and size is less crucial (<xref ref-type="bibr" rid="B121">Noffke et&#xa0;al., 2001</xref>, <xref ref-type="bibr" rid="B122">2003</xref>, <xref ref-type="bibr" rid="B120">2006</xref>; <xref ref-type="bibr" rid="B131">Porada et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B50">De Gregorio et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B74">Inglez et&#xa0;al., 2021</xref>). Verifying composition is important, especially for organic matter detection (RS, XANES) and bioindicator elements (EDS, XRD, XRF or SR-XRF, RS, MS) (<xref ref-type="bibr" rid="B50">De Gregorio et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B161">Wacey, 2010</xref>; <xref ref-type="bibr" rid="B5">Allwood et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Callefo et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B3">Alleon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B80">Klug et&#xa0;al., 2021</xref>). Caution is advised due to the ongoing debate on reliability of biomarkers (<xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B94">Marshall et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B141">Schopf and Kudryavstev, 2012</xref>; <xref ref-type="bibr" rid="B20">Bower et&#xa0;al., 2015</xref>).</p>
<p>For 1c (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2C</bold></xref>, <xref ref-type="fig" rid="f3"><bold>3</bold></xref>), it is necessary to identify general morphology, internal structures, mineral habit, and crystallinity, described mainly through OM, accompanied by SEM-EDS and Micro-CT for determining general shape and texture (<xref ref-type="bibr" rid="B36">Cailleau et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B16">Bindschedler et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B155">Tisato et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B69">Green, 2022</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>). Secondarily, mineral orientation, crystalline defects, twinning, and habits are considered (<xref ref-type="bibr" rid="B22">Braissant et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B36">Cailleau et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>), with good results coming out from OM, SEM-EDS, and CT if the object differs compositionally from the matrix. The composition is key for identifying minerals and assessing diagenetic modifications, obtained through EDS, XRF, XRD, RS, MS (<xref ref-type="bibr" rid="B22">Braissant et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B36">Cailleau et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B155">Tisato et&#xa0;al., 2015</xref>).</p>
<p>The biogenicity arguments for 1a are based on the interpretation of biological morphologies, such as walls and hollow features, ornamentation, periodicity, and branching (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>). This includes assessing consistent morphologies, normal distribution of population sizes, and taphonomic variations to identify globular, filamentous, or even colonial forms (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B77">Javaux et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B152">Sugitani et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B91">Maldanis et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>). Evidencing the organic/kerogen composition is desirable, but requires great caution in its interpretation, avoiding erroneous conceptions of abiotic origin or diagenetic modifications (<xref ref-type="bibr" rid="B146">Schopf et&#xa0;al., 2002</xref>, <xref ref-type="bibr" rid="B142">2005</xref>; <xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>, <xref ref-type="bibr" rid="B25">2004</xref>; <xref ref-type="bibr" rid="B140">Schiffbauer et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B152">Sugitani et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B55">Dodd et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B68">Gomes et&#xa0;al., 2019</xref>). For 1b, the biogenicity criteria are interpreted from textural relationships, diagnostics of filamentous features, and their distribution in the framework (<xref ref-type="bibr" rid="B121">Noffke et&#xa0;al., 2001</xref>). Mineral orientation may also be relevant (e.g., <xref ref-type="bibr" rid="B121">Noffke et&#xa0;al., 2001</xref>, <xref ref-type="bibr" rid="B122">2003</xref>; <xref ref-type="bibr" rid="B74">Inglez et&#xa0;al., 2021</xref>). Verifying composition is important, especially for detecting organic matter and bioindicator elements (<xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B94">Marshall et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B141">Schopf and Kudryavtsev, 2012</xref>; <xref ref-type="bibr" rid="B20">Bower et&#xa0;al., 2015</xref>). For 1c, the detection of crystal defects, variations in mineral habit, degree of crystallinity, and distinct matrix composition aids in discussing the biogenicity of biomineral dubiofossils (<xref ref-type="bibr" rid="B22">Braissant et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B36">Cailleau et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B16">Bindschedler et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B155">Tisato et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>). Composition is key for identifying minerals and assessing diagenetic modifications (<xref ref-type="bibr" rid="B22">Braissant et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B155">Tisato et&#xa0;al., 2015</xref>). However, composition alone cannot serve as the main biogenicity argument, as no mineral species or characteristics are uniquely tied to life (<xref ref-type="bibr" rid="B163">Weiner and Dove, 2003</xref>; <xref ref-type="bibr" rid="B14">Benzerara and Menguy, 2009</xref>; <xref ref-type="bibr" rid="B13">Benzerara et&#xa0;al., 2019</xref>). <xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref> summarizes a protocol of how to proceed using techniques to obtain specific data (result and information) aiming to test hypotheses (discussion).</p>
<p>The discussion of the biogenicity of any dubiofossil is typically conducted in four steps (compiled from <xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B64">Garc&#xed;a-Ruiz et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B146">Schopf et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B25">Brasier et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B164">Westall, 2008</xref>; <xref ref-type="bibr" rid="B116">Noffke, 2009</xref>, <xref ref-type="bibr" rid="B118">2021</xref>; <xref ref-type="bibr" rid="B150">Slater, 2009</xref>; <xref ref-type="bibr" rid="B161">Wacey, 2010</xref>; <xref ref-type="bibr" rid="B26">Brasier and Wacey, 2012</xref>; <xref ref-type="bibr" rid="B141">Schopf and Kudryavtsev, 2012</xref>; <xref ref-type="bibr" rid="B102">McLoughlin and Grosch, 2015</xref>; <xref ref-type="bibr" rid="B37">Callefo et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B68">Gomes et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B115">Neveu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>), presented in <xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>, from the technique used to obtain the data and results relate to more specific information until reaching the steps to discuss and decipher the origin of the dubiofossil: 1) Deciphering syngenicity and indigeneity: evaluating the relationships of cutting, inclusion, and subsequent modifications to establish the timing of the processes and ensure there is no contamination (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B160">Wacey, 2009</xref>; <xref ref-type="bibr" rid="B102">McLoughlin and Grosch, 2015</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). 2) Understanding diagenetic history: detailing all the processes that may have transformed the material, throughout the entire trajectory from immediately after its deposition/formation until collection. 3) Reconstructing the original scenario: based on additional information about the environment, age, and context, this step involves hypothesizing the possible environmental processes that formed the material. 4) Integrating information: this final step involves evaluating the most plausible hypotheses about the origin of the object, discarding less likely processes. This evaluation is based mainly on the interpretations of the results and comparisons with similar modern and/or fossil objects and processes (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>). It is recommended to use biotic versus abiotic hypotheses with equal weights (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>; <xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B14">Benzerara and Menguy, 2009</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). After the discussion, the object can be included as a fossil or a pseudofossil if it has sufficient evidence or alternatively remain as a dubiofossil (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Fossilization processes</title>
<p>It is well-established that authigenic mineralization resulting in fossilization depends on microorganisms, which decay organic matter, inducing mineral precipitation (e.g., <xref ref-type="bibr" rid="B27">Briggs, 2003</xref>). However, evidence for such direct mediation is rarely presented and is guided mainly by actualistic taphonomic experiments. Due to the number of articles on the various modes of fossil preservation and to reduce the overlap among experimental articles, some main and review articles were selected to compose Category 2 (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref>; <xref ref-type="table" rid="T1"><bold>Tables&#xa0;1</bold></xref>, <xref ref-type="table" rid="T2"><bold>2</bold></xref>). We consider that the very first step is to compile strategies, relying on analytical approach, to assess these challenges, thus aiming to guide future studies.</p>
<p>Considering Class 2a (silicification), it is noted that most studies rely on modern models of silica precipitation in association with microorganisms. Imaging and geochemical techniques are used to characterize, respectively, external structure (S), crystal morphology and texture (T) &#x2013; both with approximately 75% of the total 2a articles; inorganic composition (C) &#x2013; half of the 2a articles and less relevant biofilms (I) and organic (O), and isotopic (i) compositions (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>, <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). Silica precipitation in microorganisms has a biotic component, with formation of polysaccharide as polymers evidenced by FT-IR, facilitating silica formation, and an inorganic component that is spherical nanosilica precipitation showed by SEM (<xref ref-type="bibr" rid="B12">Benning et&#xa0;al., 2004</xref>). This agrees with this habit occurring in biofilms and can be used to identify fossilized biofilms (<xref ref-type="bibr" rid="B12">Benning et&#xa0;al., 2004</xref>). <xref ref-type="bibr" rid="B113">Moore et&#xa0;al. (2021)</xref> indicated that silicification is facilitated by (1) bacterial EPS (FT-IR and EDS showed that sulphate-rich EPS facilitates silica precipitation; Si quantified by nanoSIMS); by (2) photosynthesis-based pH induces silica formation (SEM/EDS and FT-IR showed silica increase); (3) by Mg<sup>2+</sup>; and (4) by silica in solution. This study indicates that it is worth searching for life in silica deposits with Mg (both terrestrial and in other planets), and that combination of silica and Mg in ancient microbialite candidates can be evidence for their biogenicity. <xref ref-type="bibr" rid="B108">Melim et&#xa0;al. (2023)</xref> interpreted silicified biofilm coating trilobite sclerites as biologically mediated silicification using SEM to describe crystal morphology and identify biofilms.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Distribution of Fossilization Processes articles. <bold>(A)</bold> percentage of each class of the total articles in Category 2. <bold>(B)</bold> Percentages of fossilization processes classes regarding each type of data. <bold>(C)</bold> Percentages of fossilization processes classes that apply each type of technique.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g004.tif">
<alt-text content-type="machine-generated">Pie chart A shows the percentage of articles per fossilization class, with the largest segment being clay minerals at thirty-eight percent. Bar chart B displays data type distribution across classes, with varying heights for S, I, T, M, C, O, i, and s. Bar chart C shows the technique distribution per class, highlighting different methods like SEM-EDS, XRD, and DNA sequencing, each with varied representation across fossilization classes.</alt-text>
</graphic>
</fig>
<p>Class 2b (preservation by carbonate) comprises mainly calcitization, which is fossilization by calcite and less frequently the formation of dolomite, aragonite or other carbonate minerals. All the reviewed articles from 2b used data on external morphology (S) and inorganic composition (C), and half assessed internal morphology (I) and compositional distribution (M), these being the main data to discuss the biogenicity of fossilization by carbonates (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). The investigation of modern environments and taphonomic experiments indicate that the bacterial surface has an affinity to Ca<sup>2+</sup> and to Mg<sup>2+</sup>, creating a coating (observed by SEM and optical microscopy) and thus preservation of bacteria by calcite (<xref ref-type="bibr" rid="B158">Van Lith et&#xa0;al., 2003</xref>). The authors suggested that this could be a criterion for bacterial mediation in calcitization. <xref ref-type="bibr" rid="B89">M&#xe4;hler et&#xa0;al. (2020)</xref> performed a taphonomic experiment of muscle calcitization with associated bacteria. SEM and micro-CT showed microfabric details, while the former technique imaged soft tissues and bacteria, and Raman yielded composition.</p>
<p>In an extensive review, <xref ref-type="bibr" rid="B53">Dhami et&#xa0;al. (2023)</xref> compiled the biological (microbial) mediation in the formation of calcium carbonate, iron carbonate and phosphatic concretions, which comprise our Class 2c (concretions). Several imaging, geochemical, microbiology and omic techniques were reviewed to explore their potential as indicators for microbial processes mediating concretion formation (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>).</p>
<p>The evaluation of Class 2d (phosphatization) provides one of the most explored fossilization modes. The works comprise several geological periods and experimental taphonomy also play an important role in understanding and testing the biogenicity of phosphatization. SEM was used to characterize preserved soft tissues (S and I, respectively 80 and 60% of the articles in class 2d; <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>) and associated microfabrics (<xref ref-type="bibr" rid="B166">Wilby and Briggs, 1997</xref>), phosphate-rich microbial mats mediating phosphatization (<xref ref-type="bibr" rid="B167">Wilby et&#xa0;al., 1996</xref>). In this latter study, total rock elemental analysis showed phosphate enrichment in microbial levels. SEM showed calcium phosphate microspheres preserving polychaete muscles and pits left after possible bacteria degradation (<xref ref-type="bibr" rid="B169">Wilson et&#xa0;al., 2016</xref>). <xref ref-type="bibr" rid="B63">G&#xe4;b et&#xa0;al. (2024)</xref> employed SEM and TEM to show that apatite formed by phosphatase enzymes resemble that found in fossils. <xref ref-type="bibr" rid="B45">Crosby and Bailey (2012)</xref> showed that sulfide-oxidizing bacteria form modern phosphorite deposits, though a protocol for their identification in the geological record has not been established yet.</p>
<p>It is long considered that biological processes play a role in the preservation by clay minerals (Class 2e). Data of external structure (S) and composition (C) are more relevant for discussing compositions (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>, <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). <xref ref-type="bibr" rid="B32">Butterfield (1995)</xref> suggested that enzymatic activity during decay is hampered by clay minerals, which would have facilitated the aluminosilicification of Cambrian fossils. Taphonomic experiments are consistent in showing that certain clay minerals are more efficient in soft-tissue preservation, specifically kaolinite (<xref ref-type="bibr" rid="B168">Wilson and Butterfield, 2014</xref>), as it slows decay in preventing bacterial proliferation (<xref ref-type="bibr" rid="B29">Briggs and McMahon, 2016</xref>, and references therein). This observation explains Burgess Shale-type preservation preferentially in originally kaolinite facies (<xref ref-type="bibr" rid="B6">Anderson et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B7">2021</xref>). <xref ref-type="bibr" rid="B43">Corth&#xe9;sy et&#xa0;al. (2024)</xref> further used microbial community characterization/genetic sequence associated with decaying shrimps in different clay substrates, to show that kaolinite has the lowest bacterial diversity, particularly of bacteria that efficiently decay polysaccharides of the skeletons. <xref ref-type="bibr" rid="B10">Becker-Kerber et&#xa0;al. (2021)</xref> applied a suit of techniques to Ediacaran macrofossils, suggesting microbial mediation of clay mineral precipitation after volcanic material alteration.</p>
<p>Class 2f (pyritization) is also a well-explored taphonomic process, much focused on the understanding of microbial mediation in mineralization. To this end, more than half of the articles use data on external morphology (S) and inorganic composition (C), aided to a lesser extent by texture (T) and mapping data (M) (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). Taphonomic experiments have been focused on understanding geochemical conditions controlling distinct pyrite habits and textures formed during plant decay with the mediation of sulphate-reducing bacteria in anoxic conditions (<xref ref-type="bibr" rid="B70">Grimes et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B30">Brock et&#xa0;al., 2006</xref>). Experiments showed the formation of FeS black films coating shrimp carcasses under microbial consortium of sulphate-reducing, sulphide-oxidizing, and fermentative bacteria (<xref ref-type="bibr" rid="B136">Sagemann et&#xa0;al., 1999</xref>). The controlled decay of carcasses simulating the preservation of Ediacaran soft-bodied macrofossils enlightened the role of biofilms in mediating the precipitation of authigenic combination of Fe/S (iron sulphides)? and Al/K/Mg (aluminosilicates)? (<xref ref-type="bibr" rid="B47">Darroch et&#xa0;al., 2012</xref>), as shown in the fossil record (<xref ref-type="bibr" rid="B82">Laflamme et&#xa0;al., 2011</xref>). In this study, SEM was applied to determine crystal morphology (S and T) and EDS and XPS to characterize chemical composition (C).</p>
<p>Associated to class 2f, the high-resolution characterization of mineral textures in association to biofilms, Class 2g, is still poorly-explored, with the exception of a few studies like that of <xref ref-type="bibr" rid="B88">MacLean et&#xa0;al. (2008)</xref>, that employed SEM/EDS and FIB-SEM to describe the textural relationship between biofilms and pyrite nanocrystals forming framboids and biofilms (Class 2g), plus STXM, NEXAFS and XPEEM to yield the organic composition (O) of biofilms and sulphur isotopic (i) composition of pyrite, altogether confirming pyrite biogenicity. Several studies have used sulphur isotopes to test the biogenicity of pyritization, and to describe the sequence of pyritization (<xref ref-type="bibr" rid="B28">Briggs et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B59">Farrell et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B139">Schiffbauer et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B66">Georgieva et&#xa0;al., 2022</xref>). In some of these studies, SIMS has been proved to be a powerful tool in enabling <italic>in situ</italic> nano-/micro-measurements. <xref ref-type="bibr" rid="B174">Xiao et&#xa0;al. (2010)</xref> showed that rapid pyrite precipitation dropped pH yielding silicification, then forming chert nodules encasing fossil embryos. SEM work in fossil insects from the Jehol Biota (China) and from the Crato Formation (Brazil) has demonstrated preservation by framboidal pyrite in association with biofilms (<xref ref-type="bibr" rid="B162">Wang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B124">Os&#xe9;s et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B54">Dias and Carvalho, 2022</xref>).</p>
<p>Preservation by Category 2h (Fe (III) (oxyhydr(oxides)) has demonstrably been attributed to biological mediation, for this, three quarters of the articles used morphology (S and I) and composition (C) data. <xref ref-type="bibr" rid="B83">Li et&#xa0;al. (2013)</xref> demonstrated that Fe (II)-oxidizing bacteria can precipitate iron (III) (oxyhydr)oxides, either mineralizing EPS or the bacteria themselves. Experiments using TEM and geochemical techniques showed that the formation and excretion of Fe, in association with organic polymers, prevents cell encrustation of iron (II)-oxidizing bacteria (<xref ref-type="bibr" rid="B42">Chan et&#xa0;al., 2011</xref>). These biosignatures can be applied to iron (II)-oxidizing bacteria candidates in the geological record, which also has implications for Astrobiology. <xref ref-type="bibr" rid="B111">Miot et&#xa0;al. (2011)</xref> found Fe-binding/oxidizing sites at the outermost region of cell membranes. SEM was used to show biofilms in plants fossilized by iron (III) oxyhydr(oxides) (<xref ref-type="bibr" rid="B97">Martins et&#xa0;al., 2022</xref>).</p>
<p>Evidence of biogenicity in fossilization processes (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>), in general, is inferred from coating/biofilm features associated with bacterial degradation in fossil tissues (<xref ref-type="bibr" rid="B169">Wilson et&#xa0;al., 2016</xref>). Specific morphologies such as microspheres or filaments and specific habits such as framboidal pyrite (see <xref ref-type="bibr" rid="B70">Grimes et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B30">Brock et&#xa0;al., 2006</xref>), mineral excretions, mineral growth patterns and microfabrics can help in defining induced or influenced mineralization and possible biofilms (<xref ref-type="bibr" rid="B167">Wilby et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B166">Wilby and Briggs, 1997</xref>; <xref ref-type="bibr" rid="B12">Benning et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B158">Van Lith et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B42">Chan et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B89">M&#xe4;hler et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B108">Melim et&#xa0;al., 2023</xref>). The discussion can still be complemented by organic composition or isotopic fractionation to characterize biosynthesis and metabolic processes of fossilizing microorganisms (<xref ref-type="bibr" rid="B28">Briggs et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B88">Maclean et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B59">Farrell et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B139">Schiffbauer et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B66">Georgieva et&#xa0;al., 2022</xref>). <xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref> summarizes a protocol of how to proceed to assess biogenicity of several fossilization modes.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Schematic protocol for investigating biogenicity in Fossilization Processes. Steps using high-resolution techniques to obtain results, information and how to discuss them. The first step involves deciphering the diagenetic history; the second, attesting the substrate consumption and or proliferation of microorganisms; third, recovering the original biogeochemical conditions, involving any additional information about the geological context; and the final step is to argue and raise biogenicity criteria to propose the abiotic or induced/influenced fossil preservation. This protocol is based on the table in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref> with the high-resolution techniques used in the reviewed articles, together with their potential applications in results and information. Solid lines in the discussion of biogenicity indicate direct application of the information to the topic being discussed; dashed lines indicate indirect or subordinate application to the discussion. See <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 6</bold></xref> for a larger, high-resolution version.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g005.tif">
<alt-text content-type="machine-generated">Flowchart detailing biogenicity in the fossilization process. It connects techniques (e.g., OM, SEM-EDS), results (e.g., morphology, crystallography), and information (e.g., coating/excretion, mineral composition) to discussions about diagenetic history and fossil preservation, considering factors like microorganism proliferation and paleoenvironmental conditions.</alt-text>
</graphic>
</fig>
<p>To test the participation of life in fossilization processes (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>), the strategy could be as follows: 1) track the diagenetic history, defining which processes have led to fossilization and which occurred later; 2) evaluate whether the substrate was consumed and allowed the proliferation of biomineralizing microorganisms by means of the description of preserved biofilms, mineral textures and geochemistry; and 3) retrieve data on the original environmental conditions using an integrated stratigraphic, sedimentological and geochemistry approach, which can shed light on biogeochemical cycles conducive to fossilization. If there is sufficient evidence, the fossilization process should be defined as biotically induced/influenced.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Biomineralizing metazoans</title>
<p>Category 3 includes a wealth of published data that builds a toolkit to evaluate biogenicity of minerals found in fossilized skeletal metazoans. For this purpose, data are mainly required on surface morphology (S) and inorganic and organic composition (C and O) &#x2013; approximately 57% of total Category 3 articles requires this type of data; complemented by texture (T), 28% of Category 3 (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>). RS and FT-IR are well-used techniques, as well as SEM-EDS and EBSD (<xref ref-type="bibr" rid="B157">Trueman, 2013</xref>; <xref ref-type="bibr" rid="B46">Cusack, 2016</xref>; <xref ref-type="bibr" rid="B67">Gilbert et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al., 2022</xref>). FT-IR can be used to assess the crystallinity of biominerals to evaluate diagenesis and, consequently, the use of biominerals to biological and paleoenvironmental studies (<xref ref-type="bibr" rid="B157">Trueman, 2013</xref>). EBSD has been largely used to modern and extinct taxa to characterize the mineralogy and the crystallographic orientation of crystals, giving information on the biological control of biomineralization (<xref ref-type="bibr" rid="B46">Cusack, 2016</xref>). <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al. (2022)</xref> employed a multitechnique characterization of Ediacaran fossils (with OM, CL, micro-CT, SEM, RS, EBSD and EPMA), tracking diagenesis to show a primary aragonite skeletal composition, precipitated under biological control, by using EBSD and EPMA. <xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al. (2018)</xref> reviewed the application of CL and of EPMA to the evaluation of diagenesis in biomineralization studies. The organic components of biomineralized skeletons have also been analyzed to test their biogenicity. <xref ref-type="bibr" rid="B151">Stern (1996)</xref> applied GC/GC-MS spectrometry to identify lipids found in shells of fossil mollusks, and <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al. (2022)</xref> used micro-Raman spectra to show amorphous carbon associates to skeleton calcite. (plus see a compilation of articles reporting organic matter preservation and isotope research of organics in fossils by <xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al., 2018</xref>).</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Distribution of biomineralizing metazoans articles. <bold>(A)</bold> Percentages of biomineralization articles that obtain each type of data. <bold>(B)</bold> Percentages of biomineralization articles that apply each type of technique.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g006.tif">
<alt-text content-type="machine-generated">Bar graphs labeled &#x201c;A&#x201d; and &#x201c;B&#x201d; compare data types and techniques for classes. Graph A shows percentages for categories S, I, T, M, C, O, i, and s. Graph B displays techniques like OM, CSLM, TEM, and others against biomineralizing metazoans, with various percentage values.</alt-text>
</graphic>
</fig>
<p>When aiming to test biomineralizing metazoan candidates, it is generally necessary to gather evidence to assess two main aspects of biomineralization in the fossil record, that are primary composition of mineralized skeletons and biological control of biomineralization (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>). The first goal deals with characterizing mineral habit, size, texture, and elemental and mineralogical composition. This allows for tracking diagenesis, to rule out secondary, alteration composition and give clues of primary mineralogy or, at least, aid in targeting less altered regions to be further investigated (e.g., <xref ref-type="bibr" rid="B176">Zhuravlev et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B46">Cusack, 2016</xref>; <xref ref-type="bibr" rid="B171">Wood et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B133">Pruss et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al., 2022</xref>). The second goal aims to differ biomineralization control from biomineralization through passive action of the organism (e.g., <xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al., 2022</xref>). This involves interpreting to what extent texture and microstructure are linked, yielding consistent patterns in allometric studies. The second goal also involves establishing the spatial relationship between organic matter and crystals that would suggest biomineral growth at an organic template, the identification of biomolecules involved in biomineralization, the type of skeletal microstructure, nanostructure of crystals and finding evidence for a preferential orientation of crystals (<xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al., 2022</xref>). This approach could be complemented by the identification of macromolecules, organic compounds, and their distribution within the object of study (<xref ref-type="bibr" rid="B151">Stern, 1996</xref>; <xref ref-type="bibr" rid="B46">Cusack, 2016</xref>; <xref ref-type="bibr" rid="B126">Os&#xe9;s et&#xa0;al., 2022</xref>), in order to understand a genetic relationship between the organic and mineral components of a fossil (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Schematic protocol for investigating biogenicity in Biomineralizing Metazoans. Steps using high-resolution techniques to obtain results, information and how to discuss them. The first step involves discovering diagenetic history; the second, recovering the original mineralogy, eliminating secondary alterations; the third step, investigate the biological control in the original mineralogy and the final step is to argue and raise biogenicity criteria to propose the origin by controlled biomineralization, or abiotic authigenesis, or inconclusive skeletogenesis due to lack of information. This protocol is based on the table in <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref> with the high-resolution techniques used in the reviewed articles, together with their potential applications in results and information. Solid lines in the discussion of biogenicity indicate direct application of the information to the topic being discussed; dashed lines indicate indirect or subordinate application to the discussion. See <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 7</bold></xref> for a larger, high-resolution version.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g007.tif">
<alt-text content-type="machine-generated">Diagram titled &#x201c;Biogenicity of Biomineralizing Metazoans&#x201d; detailing techniques, results, and discussions in a flowchart format. Techniques like OM, CL, SEM-EDS, and EPMA are linked to results such as morphology and crystallography. These results connect to information categories including coating, microstructure, and organic composition. The discussion part outlines paths to interpret diagenetic history, original mineralogy, and control in mineralization, leading to conclusions about biogenicity and mineral classification (skeletal, authigenic). Multicolored lines connect categories, illustrating complex relationships among processes.</alt-text>
</graphic>
</fig>
<p>Therefore, this approach can be followed in three steps, as summarized in <xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>: 1) Understand the diagenetic history: identify the processes that have modified mineral composition, morphologies, and textures, or even formed new minerals. 2) Identifying the original mineralogy. 3) Discussing the biological control of mineralization by assessing textural evidence and other lines of evidence. If there is sufficient supporting information, the fossil can be interpreted as having been formed by biominerals either formed by biologically controlled growth, or as a poorly controlled mineralization (as soft tissue-mediated mineral agglutination) or with an inconclusive biomineralizing skeletogenesis. Otherwise, preserving skeletal minerals can be proved to be totally diagenetic in origin.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Biogenicity discussions in paleobiology</title>
<p>Although the study objects and goals differ across the three biogenicity categories, they share a common framework for assessment (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3</bold></xref>, <xref ref-type="fig" rid="f5"><bold>5</bold></xref>, <xref ref-type="fig" rid="f7"><bold>7</bold></xref>), with deciphering diagenesis as the central element and the starting point. Interpreting diagenetic history &#x2013; including indigenicity and syngenicity, especially for dubiofossils &#x2013; is essential for evaluating biogenicity rocks (<xref ref-type="bibr" rid="B65">Gargaud et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). Diagenesis, understood as a biogeochemical continuum involving processes such as compaction, recrystallization, dissolution, and, in some cases, low-grade metamorphism (<xref ref-type="bibr" rid="B110">Milliken et&#xa0;al., 1978</xref>; <xref ref-type="bibr" rid="B173">Worden and Burley, 2009</xref>), acts as both a preservative and a transformative force, capable of incorporating abiotic and biotic signals into the rock record or erasing them entirely. Its complexity arises from the wide range of overlapping physicochemical processes (e.g., compaction, recrystallization, authigenesis) and the prolonged timescales involved, which often lead to overprinted or ambiguous signatures (<xref ref-type="bibr" rid="B110">Milliken et&#xa0;al., 1978</xref>; <xref ref-type="bibr" rid="B27">Briggs, 2003</xref>; <xref ref-type="bibr" rid="B173">Worden and Burley, 2009</xref>; <xref ref-type="bibr" rid="B140">Schiffbauer et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B17">Boggs, 2009</xref>; <xref ref-type="bibr" rid="B81">Knoll, 2013</xref>; <xref ref-type="bibr" rid="B114">Muscente et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>). This complexity makes replicating diagenetic pathways in laboratory settings particularly difficult (<xref ref-type="bibr" rid="B29">Briggs and McMahon, 2016</xref>). The following discussion explores how these challenges manifest across the categories analyzed in this review.</p>
<sec id="s4_1_1">
<label>4.1.1</label>
<title>Challenges in assessing the biogenicity of dubiofossils</title>
<p>Despite technological advances, evaluating the biogenicity of dubiofossils remains a complex task due to their ambiguous morphologies and the overlapping signatures produced by abiotic and biotic processes. Dubiofossils, enigmatic fossils, and pseudofossils are structures that often exhibit features suggestive of biological origin, leading to uncertainty or debate regarding their true nature (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>; <xref ref-type="bibr" rid="B112">Monroe and Dietrich, 1990</xref>). Complex or organized morphologies are found in both abiotic and biotic settings, and distinct abiotic and biotic processes can produce similar compositional signatures, complicating this distinction (<xref ref-type="bibr" rid="B112">Monroe and Dietrich, 1990</xref>; <xref ref-type="bibr" rid="B86">Lowe, 1995</xref>; <xref ref-type="bibr" rid="B147">Seilacher, 2001</xref>; <xref ref-type="bibr" rid="B64">Garc&#xed;a-Ruiz et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B129">Pasteris and Wopenka, 2003</xref>; <xref ref-type="bibr" rid="B98">McCollom and Seewald, 2006</xref>; <xref ref-type="bibr" rid="B19">Botta et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B103">McLoughlin et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B164">Westall, 2008</xref>; <xref ref-type="bibr" rid="B20">Bower et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B65">Gargaud et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B165">Westall et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B104">McMahon, 2019</xref>). Diagenetic and metamorphic processes can further obscure original features or produce artifacts that mimic life (<xref ref-type="bibr" rid="B140">Schiffbauer et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B115">Neveu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>).</p>
<p>Recent frameworks highlight life&#x2019;s active role in shaping geological environments, emphasizing that biological and geological processes are deeply intertwined (<xref ref-type="bibr" rid="B81">Knoll, 2013</xref>; <xref ref-type="bibr" rid="B48">Davies et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B175">Zhang et&#xa0;al., 2017</xref>). These interconnected biological and geological processes are integral to Earth&#x2019;s natural cycles, often overlapping across various temporal and spatial scales (<xref ref-type="bibr" rid="B110">Milliken et&#xa0;al., 1978</xref>; <xref ref-type="bibr" rid="B173">Worden and Burley, 2009</xref>; <xref ref-type="bibr" rid="B175">Zhang et&#xa0;al., 2017</xref>). Moreover, the discovery of life in nearly all terrestrial environments, including extreme ones, has extended the known limits of habitability and deepened the relevance of astrobiological perspectives research (<xref ref-type="bibr" rid="B109">Merino et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B106">McMahon and Ivarsson, 2019</xref>, and references therein).</p>
<p>These complexities reinforce the importance of assessing indigenicity and syngenicity. Both abiotic and biotic contaminants or asynchronous materials can enter the system at any stage of the sedimentary cycle, altering or obscuring original signatures, meaning that while indigeneity and syngenicity are not criteria for biogenicity, both are crucial steps in understanding the object&#x2019;s origin (<xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref> and references therein). Therefore, establishing robust evidence for the object&#x2019;s formation within a specific temporal context &#x2013; whether pre-depositional, depositional, or diagenetic &#x2013; is essential to ruling out contamination, understanding its origin and the effects of subsequent processes on the material (<xref ref-type="bibr" rid="B140">Schiffbauer et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B115">Neveu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>). This temporality should be complemented with all available information about the location, bedrock, and geological context, which aid in reconstructing the diagenetic history and the original setting (<xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>).</p>
<p>Understanding the environmental context in which potential biosignatures are found is critical to evaluating their biogenicity accurately (<xref ref-type="bibr" rid="B13">Benzerara et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B105">McMahon and Cosmidis, 2022</xref>). While extreme environments were once used to challenge biogenic interpretations, the ubiquity of life cautions against dismissing biosignatures based on environmental context alone (<xref ref-type="bibr" rid="B109">Merino et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B106">McMahon and Ivarsson, 2019</xref>, and references therein). The full extent of biological activity throughout the sedimentary cycle remains incompletely understood, making it premature to dismiss biogenicity based solely on the context of information, even under extreme, mesodiagenetic or metamorphic conditions (<xref ref-type="bibr" rid="B140">Schiffbauer et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B11">Bengtson et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B106">McMahon and Ivarsson, 2019</xref>; <xref ref-type="bibr" rid="B76">Ivarsson et&#xa0;al., 2020</xref>, <xref ref-type="bibr" rid="B75">2021</xref>). The original environmental scenario must be carefully analyzed to identify plausible formative processes and comparative analysis with similar modern or ancient products can provide a useful benchmark for evaluating these processes. Thus, any geological object, whether of abiotic or biotic origin, must therefore be understood not only in terms of its formation and initial conditions but also in light of the subsequent processes that have contributed to its preservation, alteration, or destruction through geological time, considering chemical interactions, biological influence, and superimposed processes (<xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B137">Saldanha et&#xa0;al., 2023</xref>).</p>
<p>There is growing consensus that no universal reliable, distinguishable, and generic biosignature can definitively diagnose life in deep time or beyond Earth (as highlighted by <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). The various features discussed here demonstrate that no single characteristic can be universally applied to determine biogenicity, since ambiguous results are often encountered in the detection of life (<xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>). Therefore, a set of evidence should be required to assess the origin of dubiofossils. However, even multiple lines of evidence may be inconclusive if individually ambiguous, underscoring the need for at least one uncontested criterion for biogenicity (<xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B105">McMahon and Cosmidis, 2022</xref>). Therefore, given the series of ambiguous proposed arguments, testing a set of criteria to determine whether dubiofossils fit an abiotic or biotic history remains valuable.</p>
<p>Therefore, testing hypotheses about the origin of dubiofossils requires the impartial consideration of abiotic and biotic processes (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>). A major challenge lies in the asymmetry of knowledge in which abiotic processes are often less understood and harder to falsify (<xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>) and may inadvertently bias interpretations toward a biotic explanation (e.g., <xref ref-type="bibr" rid="B25">Brasier et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B48">Davies et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B55">Dodd et&#xa0;al., 2017</xref>). This approach is based on the premise that if an argument does not support biogenicity, it is assumed to be abiotic (<xref ref-type="bibr" rid="B160">Wacey, 2009</xref>). As <xref ref-type="bibr" rid="B31">Buick (1990)</xref> pointed out, failing to meet all biogenic criteria does not confirm an abiotic origin; it simply reflects a lack of definitive evidence. The inverse is also true: inability to eliminate all abiotic alternatives prevents proof of a biological origin. (e.g., <xref ref-type="bibr" rid="B55">Dodd et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Baucon et&#xa0;al., 2020</xref>). Therefore, it is essential to evaluate hypotheses with equal consideration (<xref ref-type="bibr" rid="B72">Hofmann, 1972</xref>; <xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B14">Benzerara and Menguy, 2009</xref>; <xref ref-type="bibr" rid="B160">Wacey, 2009</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B105">McMahon and Cosmidis, 2022</xref>) and to rigorously assess the possibilities considering current understanding of both abiotic and biotic phenomena (<xref ref-type="bibr" rid="B105">McMahon and Cosmidis, 2022</xref>).</p>
<p>Our quantitative analysis (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>) further shows that Class 1a microfossil-like structures receive the most attention, accounting for 56% of all Category 1 studies, due to their relevance to early life detection. In contrast, Classes 1b and 1c, with greater morphological variability, are studied less often, possibly due to the difficulty in applying uniform biogenicity criteria. In summary, assessing dubiofossils requires a multidisciplinary and context-aware approach. The absence of a universal biosignature, the need to test competing hypotheses impartially, and the overlapping effects of geological processes all demand a robust, integrated strategy grounded in both biotic and abiotic knowledge.</p>
</sec>
<sec id="s4_1_2">
<label>4.1.2</label>
<title>Challenges in assessing the biogenicity of fossilization</title>
<p>Although it is well-established that microorganisms mediate mineralization processes in fossilization (<xref ref-type="bibr" rid="B27">Briggs, 2003</xref>), recognizing this relationship in the fossil record remains difficult. The challenges include mainly dissecting the diagenetic processes that a carcass has undergone. It is common to find fossils with significant diagenetic imprints that obscure the very early stages of diagenetic mineralization, which is the main source of information of the mediation of microorganisms in decay and mineralization of organic matter. For example, oxidation of primary sulfides might make it difficult to identify the original crystal morphology (e.g., <xref ref-type="bibr" rid="B124">Os&#xe9;s et&#xa0;al., 2016</xref>), or the complex diagenesis of clay minerals might hamper the identification of primary preserving mineralogy (e.g., <xref ref-type="bibr" rid="B159">Voltani et&#xa0;al., 2023</xref>). It is also challenging to identify with confidence candidate biofilms and bacteria, which can be a direct source of evidence for the role of microorganisms in fossilization (e.g., <xref ref-type="bibr" rid="B54">Dias and Carvalho, 2022</xref>).</p>
<p>Experimental taphonomy offers promising solutions by directly testing microbial roles in different mineralization pathways, as demonstrated for phosphatization (<xref ref-type="bibr" rid="B167">Wilby et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B166">Wilby and Briggs, 1997</xref>). This would enlighten geomicrobiological processes and provide a textural and a compositional database that can be used to assess the fossil record. Other promising research topic is to test whether the carcass original composition drives textural and compositional diagnostic characteristics, which could be then identified in the fossil record. On the other way round, taphonomic experiments can gauge our interpretations and expectations of the fossil record (i.e., taphonomic models).</p>
<p>When we consider our quantitative data (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>), it is clear that techniques are mostly applied to solve morphological and geochemical issues concerning taphonomy (OM, SEM-EDS/SEM-FIB, RS/FT-IR). This pattern does reflect the main approaches to study the biogenicity of fossilization processes discussed above. These techniques also allow for <italic>in situ</italic>, microscopical characterization of minerals. In contrast, techniques such as synchrotron radiation (SR), TEM, cathodoluminescence (CL), CT imaging, and biomolecular methods (e.g., DNA sequencing, microbiome analysis) are underutilized&#x2014;likely due to limited accessibility, complex sample preparation, or lower perceived utility. Therefore, the development of new, portable instrumentation of <italic>in situ</italic> analysis could aid in expanding the use of XRF and XRD for example. When we consider different fossilization modes, pyritization, clay mineral preservation and phosphatization are the most studied in respect of probing their biogenicity (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref> and <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). Interestingly, these also usually employ multiple techniques, including less used ones (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>).</p>
</sec>
<sec id="s4_1_3">
<label>4.1.3</label>
<title>Challenges in assessing the biogenicity of skeletal minerals</title>
<p>Challenges to assess the biogenicity of biomineralizing candidates include mainly understanding the diagenesis of these fossils. Particularly carbonates are prone to diagenetic alteration, which represents a great challenge to biomineral study (<xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al., 2018</xref>). Therefore, techniques that can retrieve high-resolution spatial information on texture, chemical/mineralogical/organic/isotopic composition and crystallography have been widely applied to biomineralization research.</p>
<p>Indeed, it is possible to conclude from our data that OM, SEM-EDS, RS/FT-IR, XRD/EBSD and elemental analysis are the most commonly used techniques in the field, as for fossilization studies. This observation has a twofold interpretation. First, it supports the high magnification, spatial resolution of combined images and chemical maps, low detection limit (even of light elements) and mineralogical identification/crystallographic information provided by the combination of these techniques. Second, this pattern might reflect the easy use of them, as they are widely available in research centers and have been long used in research, at least OM, SEM-EDS and XRD.</p>
<p>However, there is much room for the application of extremely useful but still underexplored techniques, like CL and EPMA for diagenesis tracking, CT-based techniques for morphological characterization and its relationship with mineralogy (hierarchical organization in biomineralizers <italic>sensu</italic><xref ref-type="bibr" rid="B130">P&#xe9;rez-Huerta et&#xa0;al., 2018</xref>). As for the fossilization studies, SR-based techniques and those relying on molecular taphonomy have been largely underexplored, thus being promising avenues of research.</p>
</sec>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Paleometry as a key to assessing biogenicity</title>
<p>This compilation highlights the pivotal role of paleometry in studies of biogenicity. Notably, only a small fraction of the reviewed articles relies solely on one category of data (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>). Among these, only the 2d class is characterized by the exclusive use of morphological data (see <xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref>). Moreover, fewer than one-quarter of the studies employed one or no high-resolution analytical technique (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>), emphasizing the broader value of paleometry, of in employing more than one high-resolution technique and the need to integrate data to extract more precise information from the fossil record (<xref ref-type="bibr" rid="B134">Riquelme et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B51">Delgado et&#xa0;al., 2014</xref>).</p>
<p>As emphasized in Section 4.1, reconstructing the diagenetic history is a fundamental step in assessing the biogenicity of any paleobiological material. Traditionally, interpretations of sedimentary rock diagenesis are grounded in petrographic analysis using OM, often complemented by SEM (e.g., <xref ref-type="bibr" rid="B79">Ketzer et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B173">Worden and Burley, 2009</xref>; <xref ref-type="bibr" rid="B172">Worden and Morad, 2003</xref>; <xref ref-type="bibr" rid="B40">Cardoso et&#xa0;al., 2024</xref>). Reconstructing the original conditions (original scenario, original biogeochemical conditions, or original mineralogy) requires integrating stratigraphic, geochemical, and sedimentological context (e.g., variations in grain size, texture, and sedimentary structures) with results from high-resolution analytical techniques. Methods commonly used for diagenetic and geochemical characterization include OM, CL, SEM-EDS, XRD, and XRF. In the specific context of biogenicity, additional tools such as RS, FT-IR, and compositional analysis via EDS provide critical morphological, textural, and chemical data, both for the fossil and its surrounding host rock. These integrated datasets enhance our understanding of depositional environments, post-depositional weathering, and fossil-diagenetic conditions (e.g., <xref ref-type="bibr" rid="B125">Os&#xe9;s et&#xa0;al., 2017</xref>), thus supporting more robust and nuanced interpretations of biogenicity (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3</bold></xref>, <xref ref-type="fig" rid="f5"><bold>5</bold></xref>, <xref ref-type="fig" rid="f7"><bold>7</bold></xref>).</p>
<p>The assessment of biogenicity in paleobiological materials relies heavily on the integration of S and I and C, O, i, s data, associated secondarily with T and M providing important but secondary support (<xref ref-type="table" rid="T2"><bold>Table&#xa0;2</bold></xref>; <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1B</bold></xref>). This emphasis helps explain the widespread application of high-resolution techniques such as OM, SEM-EDS, &#xb5;-RS, FT-IR, and, to a lesser extent, &#xb5;-CT. OM offers insights into I, T, M, and O; SEM-EDS covers S, I, M, and C; &#xb5;-RS and FT-IR provide C and O data linked to T and M; &#xb5;-CT enables 3D imaging of S, I, T and can infer C and M via grayscale. (see <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 1</bold></xref>). Most of these techniques operate at the microscale and are favored not only for their versatility in generating multiple data types, but also due to their widespread availability in academic and research settings. They typically involve minimal sample preparation, are non-destructive or minimally destructive, and offer relatively low cost and rapid processing and interpretation, features that have made them standard in paleontological research (<xref ref-type="bibr" rid="B41">Carlson et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B51">Delgado et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Borgwardt and Wells, 2017</xref>; <xref ref-type="bibr" rid="B128">Pan et&#xa0;al., 2019</xref>).</p>
<p>The integration of these high-resolution methods is thus central to current biogenicity protocols. However, when microscale tools reach their resolution limits, nanoscale methods become essential (<xref ref-type="bibr" rid="B38">Callefo et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B91">Maldanis et&#xa0;al., 2020</xref>). This is where synchrotron radiation (SR)-based techniques become indispensable. Techniques such as PXCT, SR-XRF, STXM, SRXTM, NEXAFS, XPEEM, SR-FT-IR, and XANES offer non-destructive, high-resolution, and low-detection-limit analyses that do not require complex sample preparation or vacuum conditions. For example, these methods can detect trace and rare earth elements in minute concentrations, aiding both in biogenicity assessments (e.g., <xref ref-type="bibr" rid="B5">Allwood et&#xa0;al., 2018</xref>) and in reconstructing paleoenvironmental and diagenetic histories (<xref ref-type="bibr" rid="B71">Gueriau et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B132">Prado et&#xa0;al., 2021</xref>). Beyond synchrotron-based tools, other advanced methods, such as electron microprobe, EPMA, PIXE, bulk, isotopic studies, mass spectrometry (MS, LA-ICP-MS, ICP-MS), gas chromatography (GC, GC-MS), NanoSIMS, sulfur isotope analysis, FIB, TEM, DNA sequencing, and protein sequencing (LC&#x2013;MS/MS), are less frequently used but provide essential insights into biomolecular preservation and fossil diagenesis (e.g., <xref ref-type="bibr" rid="B88">McLean et&#xa0;al., 2008</xref>; <xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). Though more specialized, these techniques significantly enhance our ability to detect and validate biogenic signals and warrant greater application in future paleobiological studies.</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Biogenicity assessment through geologic time</title>
<p>As observed in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>, most studies analyzing fossilization processes over time primarily on the Ediacaran onwards, with some works restricted to the Mesoproterozoic These fossils, often exceptionally preserved, enable the application of various techniques at both micro- and macro-scales to understand fossilization.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Distribution of the number of case study articles over geological time based on <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Material 2</bold></xref>, classified by Category and Class. The right sidebar indicates the absolute number of articles.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-13-1646756-g008.tif">
<alt-text content-type="machine-generated">Bar chart titled &#x201c;Biogenicity in Paleobiology Over Time&#x201d; shows the distribution of biogenic evidence across geological periods. Periods include Eoarchean to Modern, color-coded from pink to red. Rows represent categories like dubiofossils, fossilization processes, and biomineralizing. Each row has groups labeled 1a to 3, with varying bar heights indicating levels of evidence during specific periods.</alt-text>
</graphic>
</fig>
<p>The concentration of Category 1a and 1b dubiofossil studies in the Paleoarchean reflects efforts to detect early life (graphs 1a and 1b in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>). However, two major obstacles hinder biogenicity recognition: (1) extensive geological overprinting (e.g., metamorphism, tectonic recycling), and (2) divergence between Archean and Phanerozoic life forms, which challenge comparisons and require more robust criteria (<xref ref-type="bibr" rid="B31">Buick, 1990</xref>; <xref ref-type="bibr" rid="B160">Wacey, 2009</xref>; <xref ref-type="bibr" rid="B102">McLoughlin and Grosch, 2015b</xref>; <xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B135">Rouillard et&#xa0;al., 2021</xref>). These challenges fueled significant debate over early biosignatures (e.g., <xref ref-type="bibr" rid="B23">Brasier et&#xa0;al., 2002</xref>, <xref ref-type="bibr" rid="B25">2004</xref>, <xref ref-type="bibr" rid="B24">2015</xref>; <xref ref-type="bibr" rid="B146">Schopf et&#xa0;al., 2002</xref>, <xref ref-type="bibr" rid="B142">2005</xref>, <xref ref-type="bibr" rid="B143">2007</xref>, <xref ref-type="bibr" rid="B144">2017</xref>; <xref ref-type="bibr" rid="B141">Schopf and Kudryavtsev, 2012</xref>).</p>
<p>Studies on silicification (graph 2a in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) concentrate in the Ediacaran&#x2013;Cambrian, driven by interest in &#x201c;Ediacara-style preservation.&#x201d; Recent work suggests early diagenetic siliceous cements enabled preservation of soft-bodied fossils (<xref ref-type="bibr" rid="B153">Tarhan et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B85">Liu et&#xa0;al., 2019</xref>). Furthermore, the persistence of Ediacara-style fossilization linked to authigenic silica cementation in Cambrian strata was considered to support the view that the disappearance of the Ediacara Biota at the end of the Ediacaran was due to evolutionary rather than taphonomic phenomena (<xref ref-type="bibr" rid="B153">Tarhan et&#xa0;al., 2025</xref>). Biofilms can promote the three-dimensional preservation of macroscopic organisms in siliciclastic deposits by facilitating silica precipitation and contributing to mouldic preservation of the organisms (<xref ref-type="bibr" rid="B149">Slagter et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B108">Melim et&#xa0;al., 2023</xref>). Precambrian oceans were enriched in silica as biomineralizers did not promote silica uptake, becoming an important silica reservoir with the diversification of radiolarians and sponges in the Ordovician, and of diatoms in the Cretaceous (<xref ref-type="bibr" rid="B92">Maliva et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B33">Butts, 2014</xref>).</p>
<p>Studies on the investigation of biotic role in carbonate precipitation focus on experimental approach. However, the mediation of microorganisms in carbonate concretion formation has been subject of investigation (<xref ref-type="bibr" rid="B53">Dhami et al., 2023</xref>). This fossilization mode has a high potential for exceptional preservation, and therefore for the preservation of soft tissues (<xref ref-type="bibr" rid="B99">McCoy, 2014</xref>; <xref ref-type="bibr" rid="B44">Cotroneo et&#xa0;al., 2016</xref>). When this process is sufficiently rapid, it decreases permeability and consequently protects organic matter from significant degradation, allowing the preservation of soft tissues in a &#x2018;closed chemical system&#x2019; (<xref ref-type="bibr" rid="B4">Allison and Pye, 1994</xref>; <xref ref-type="bibr" rid="B58">Farmer and Des Marais, 1999</xref>; <xref ref-type="bibr" rid="B100">McCoy et&#xa0;al., 2015a</xref>). This has led to the fossilization and burial of soft parts of various organisms in concretions across a vast spatiotemporal range (<xref ref-type="bibr" rid="B96">Marshall and Pirrie, 2013</xref>; <xref ref-type="bibr" rid="B99">McCoy, 2014</xref>; <xref ref-type="bibr" rid="B156">Trinajstic et&#xa0;al., 2022</xref>); As observed in graph 2c in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>, concretions have a wide distribution in geological time. A factor contributing to the extensive study of fossil concretions and biogenic aspects of the process is the existence of Lagerst&#xe4;tten bearing concretions restricted to the Phanerozoic. These are known for representing a variety of well-preserved fossils in different paleoenvironments, ranging from hypersaline to marine, estuarine to lacustrine, and freshwater to terrestrial (<xref ref-type="bibr" rid="B96">Marshall and Pirrie, 2013</xref>; <xref ref-type="bibr" rid="B99">McCoy, 2014</xref>), although most appear to belong to transitional environments, i.e., those at the interface between marine and terrestrial realms (<xref ref-type="bibr" rid="B100">McCoy et&#xa0;al., 2015a</xref>). This may explain in part the lack of this fossilization mode in the Ediacaran, when at least metazoans were restricted to oceans, rarely encompassing shallow settings.</p>
<p>Phosphatization studies (graph 2d in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) are concentrated in the Jurassic&#x2013;Paleogene (graph 2c in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>). This process represents a critical taphonomic pathway responsible for exceptionally well-preserved fossils, including soft tissues and cellular structures (<xref ref-type="bibr" rid="B27">Briggs, 2003</xref>). According to <xref ref-type="bibr" rid="B56">Dornbos (2011)</xref>, phosphatization is an extremely rare taphonomic window that generally depends on the formation of favorable microenvironments except during the two major pulses of global phosphatization during the Phanerozoic: Cambrian-Ordovician and Cretaceous-Eocene. The latter coincides with widespread euxinic seas and Tethyan transgressions (<xref ref-type="bibr" rid="B1">Ahmed and Kurzweil, 2002</xref>), favoring phosphate preservation and resulting in several Konservat-Lagerst&#xe4;tten (<xref ref-type="bibr" rid="B56">Dornbos, 2011</xref>) and explaining the highest occurrence of research related to phosphatization processes is during the Mesozoic.</p>
<p>The study of the biogenicity of clay mineral preservation (graph 2e in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) concentrates in the Ediacaran (<xref ref-type="bibr" rid="B10">Becker-Kerber et&#xa0;al., 2021</xref>) and mostly in the Cambrian Burgess Shale-type preservation (<xref ref-type="bibr" rid="B6">Anderson et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B7">2021</xref>). In the former case, the authors argued for the role of volcanic material to clay precipitation, while in the latter, diagenetic, paleogeographic and climatic controls favoured this preservational mode (<xref ref-type="bibr" rid="B114">Muscente et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B6">Anderson et&#xa0;al., 2018</xref>).</p>
<p>As previously stated, exceptionally well-preserved fossils tend to be studied more due to the amount of information that can be retrieved from them. This is the same for the process of pyritization, a rapid process that account for soft-tissue preservation in several Konservat-Lagerst&#xe4;tten (<xref ref-type="bibr" rid="B35">Cai et al., 2012</xref>; <xref ref-type="bibr" rid="B28">Briggs et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B61">Farrell et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B60">Farrell, 2014</xref>; <xref ref-type="bibr" rid="B84">Liu, 2016</xref>; <xref ref-type="bibr" rid="B85">Liu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B162">Wang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B124">Os&#xe9;s et&#xa0;al., 2016</xref>, <xref ref-type="bibr" rid="B125">2017</xref>). Pyritization (graph 2f in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) is well represented in the Ediacaran, Ordovician, and Cretaceous, often preserving soft tissues via early authigenic pyrite (e.g., <xref ref-type="bibr" rid="B84">Liu, 2016</xref>; <xref ref-type="bibr" rid="B28">Briggs et&#xa0;al., 1991</xref>). Examples include the &#x201c;death-mask&#x201d; model (<xref ref-type="bibr" rid="B39">Callow and Brasier, 2009</xref>), Beecher&#x2019;s Trilobite Bed (<xref ref-type="bibr" rid="B61">Farrell et&#xa0;al., 2013</xref>), and the pyritized fossils of the Araripe and Jehol biotas (<xref ref-type="bibr" rid="B123">Os&#xe9;s, 2016</xref>; <xref ref-type="bibr" rid="B162">Wang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B124">Os&#xe9;s et&#xa0;al., 2016</xref>, <xref ref-type="bibr" rid="B125">2017</xref>; <xref ref-type="bibr" rid="B54">Dias and Carvalho, 2022</xref>). Ocean redox evolution may explain temporal trends, with modern pyritization increasingly limited to anoxic freshwater settings (<xref ref-type="bibr" rid="B21">Bowyer et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B154">Thompson and Kah, 2012</xref>). The progressive ventilation of oceans through the Phanerozoic, pyritization became more restricted to lacustrine settings with anoxic conditions (<xref ref-type="bibr" rid="B125">Os&#xe9;s et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B162">Wang et&#xa0;al., 2012</xref>).</p>
<p>The investigation of the role of biofilms in fossilization (graph 2g in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) are focused on Cretaceous deposits bearing pyritized fossils (<xref ref-type="bibr" rid="B162">Wang et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B124">Os&#xe9;s et&#xa0;al., 2016</xref>). Meanwhile, studies on oxy(hydr)oxide preservation (graph 2h in <xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) remain limited, likely due to difficulties in distinguishing primary from secondary Fe-minerals (<xref ref-type="bibr" rid="B97">Martins et&#xa0;al., 2022</xref>).</p>
<p>Finally, biomineralization in metazoans (<xref ref-type="fig" rid="f8"><bold>Figure&#xa0;8</bold></xref>) has been explored mainly in the Ediacaran (<xref ref-type="bibr" rid="B170">Wood  et al., 2018</xref>), Cambrian (<xref ref-type="bibr" rid="B93">Marshall, 2006</xref>), and during the Great Ordovician Biodiversification Event (GOBE; <xref ref-type="bibr" rid="B148">Servais et&#xa0;al., 2023</xref>). These biological radiations necessitate refined biogenicity criteria for skeletal remains. Expanding this refinement to other geological periods, specifically the determination of primary mineralogy and the testing of biological controls on biomineralization, will deepen knowledge and determine its controlling factors on a geological scale.</p>
</sec>
<sec id="s4_4">
<label>4.4</label>
<title>Future perspectives for biogenicity assessment</title>
<p>The protocols proposed here offer a flexible and evolving framework to guide future discussions on the origin and biogenicity of materials, with the aim of deepening and structuring the debate across multiple scientific contexts. They support the identification of high-resolution analytical tools with broad applicability and help reveal methodological gaps, encouraging the integration of more specialized techniques where current approaches are insufficient.</p>
<p>Crucially, these protocols are not limited to paleontology. They can be applied to: (a) ancient fossil records; (b) modern and ancient abiotic structures; (c) experimental taphonomy; (d) studies on life in extreme environments; and (e) astrobiology and the search for extraterrestrial life. Their adoption promotes a systematic and reproducible approach to biogenicity, reducing reliance on isolated case studies and addressing the knowledge gap in abiotic products, which often limits balanced evaluation of biotic vs. abiotic origins (<xref ref-type="bibr" rid="B107">McMahon et&#xa0;al., 2021</xref>).</p>
<p>More specifically, the application of biogenicity assessment frameworks in modern extreme environments, such as ophiolites, hydrothermal vents, and acid lakes (<xref ref-type="bibr" rid="B106">McMahon and Ivarsson, 2019</xref>; <xref ref-type="bibr" rid="B109">Merino et&#xa0;al., 2019</xref>), can provide critical insights into the origin of mineralization processes and related products. Additionally, astrobiology would benefit from structured protocols to evaluate potential biosignatures on other planetary bodies. Dubiofossil-like features, including mineral structures, ichnofossil-like traces, or microfossil analogs, may eventually be detected elsewhere (e.g., <xref ref-type="bibr" rid="B9">Baucon et&#xa0;al., 2020</xref>), demanding a systematic and reproducible biogenicity assessment framework comparable to those used for dubiofossils on Earth. Ultimately, integrating these protocols into future research will not only refine biogenicity criteria but also contribute to a more robust and interdisciplinary dialogue, connecting paleobiology, geochemistry, experimental taphonomy, and planetary science.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>This review of case studies on biogenicity in paleobiology demonstrates that, despite the diversity of study objects&#x2014;dubiofossils, fossilization processes, and biomineralizing metazoans&#x2014;there are shared methodological patterns. Most assessments begin with the acquisition of morphological and compositional data, often complemented by texture analysis, followed by the integration of results and a stepwise discussion. A consistent and critical element across all categories is the interpretation of diagenesis, which underpins the reconstruction of original conditions and supports biogenicity evaluations. Each category applies this framework in a specific way:</p>
<list list-type="bullet">
<list-item>
<p>Dubiofossil studies assess syngenicity, indigenicity, and environmental context to classify materials as fossils, pseudofossils, or unresolved cases.</p></list-item>
<list-item>
<p>Fossilization studies examine microbial mediation through diagenetic signatures and geochemical conditions to distinguish between biotic and abiotic mineralization.</p></list-item>
<list-item>
<p>Biomineralizing metazoan research focuses on identifying diagenetic overprints and evaluating biological control over mineral formation.</p></list-item>
</list>
<p>Across these efforts, paleometry, the quantitative integration of morphological, textural, and compositional data, proves essential. Techniques such as OM, SEM-EDS, &#xb5;-RS, and FT-IR are widely used due to their accessibility and resolution. Moreover, synchrotron-based methods offer promising advances with their high spatial resolution and non-destructive precision, and their broader application is strongly encouraged. Ultimately, this study highlights the value of combining multiple high-resolution techniques in biogenicity research and underscores its inherently interdisciplinary nature, bridging paleontology, geochemistry, and planetary sciences to advance our understanding of life&#x2019;s traces in deep time.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>JS: Investigation, Conceptualization, Validation, Data curation, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Formal analysis, Visualization, Project administration. AM: Writing &#x2013; original draft, Formal analysis, Visualization, Validation, Investigation, Writing &#x2013; review &amp; editing. GO: Visualization, Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Investigation, Validation, Formal analysis, Data curation. FC: Writing &#x2013; review &amp; editing, Visualization.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank Editor Prof. Mir&#xed;an L.A.F. Pacheco for the invitation to contribute to this special volume and for all the previous discussions that resulted in this contribution. We would also like to thank Professors Joice Cagliari, Rodrigo S. Horodyski and Renata G. Netto for help and guidance. We appreciate and are thankful for the support of the Universidade do Vale do Rio do Sinos, Universidade Federal do Rio Grande do Sul and Universidade de S&#xe3;o Paulo. We also thank the reviewers who kindly read and suggested modifications that improved our research.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec id="s9" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
<sec id="s11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <uri xlink:href="https://www.frontiersin.org/articles/10.3389/fevo.2025.1646756/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fevo.2025.1646756/full#supplementary-material</uri></p>
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<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2237990">Dina M. Bower</ext-link>, University of Maryland, College Park, United States</p></fn>
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<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/813927">Seung Choi</ext-link>, Seoul National University, Republic of Korea; <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1912609">Ahmed Abdelhady</ext-link>, Minia University, Egypt</p></fn>
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