<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Oncol.</journal-id>
<journal-title>Frontiers in Oncology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Oncol.</abbrev-journal-title>
<issn pub-type="epub">2234-943X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fonc.2025.1529456</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Oncology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Diffuse gliomas: insights into clinical and histopathological features and survival rates from two centers in a middle-income country</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ord&#xf3;&#xf1;ez-Rubiano</surname>
<given-names>Edgar G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/631665/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Siabato</surname>
<given-names>Cristian</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2897859/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rinc&#xf3;n-Arias</surname>
<given-names>Nicol&#xe1;s</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2898378/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pulido</surname>
<given-names>Paula A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pimienta-Redondo</surname>
<given-names>Hebert D.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Espinosa-Gaona</surname>
<given-names>Sebasti&#xe1;n</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3020636/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Useche-Diosa</surname>
<given-names>Santiago</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3025345/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Moreno</surname>
<given-names>Mar&#xed;a Andrea</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cifuentes-Lobelo</surname>
<given-names>Hernando A.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zorro-Guio</surname>
<given-names>Oscar F.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pati&#xf1;o-G&#xf3;mez</surname>
<given-names>Javier G.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>C&#xf3;mbita</surname>
<given-names>Alba Luc&#xed;a</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pay&#xe1;n-G&#xf3;mez</surname>
<given-names>C&#xe9;sar</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/722173/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gutierrez-Casta&#xf1;eda</surname>
<given-names>Luz D.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1868185/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ramos-M&#xe1;rquez</surname>
<given-names>Alexandra</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2888068/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>G&#xf3;mez</surname>
<given-names>Diego F.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mendoza</surname>
<given-names>Oscar</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baldoncini</surname>
<given-names>Matias</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1269287/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Parra-Medina</surname>
<given-names>Rafael</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2856746/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Medicine, Universidad Nacional de Colombia.</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Neurosurgery, Fundaci&#xf3;n Universitaria de Ciencias de la Salud, Hospital de San Jos&#xe9; &#x2013; Sociedad de Cirug&#xed;a de Bogot&#xe1;</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Neurosurgery, Hospital Universitario Fundaci&#xf3;n Santa Fe de Bogot&#xe1;</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Group of Basic Health Sciences (CBS), Fundaci&#xf3;n Universitaria de Ciencias de la Salud</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Department of Neurosurgery, Fundaci&#xf3;n Universitaria de Ciencias de la Salud, Hospital Infantil Universitario de San Jos&#xe9;</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Universidad Nacional de Colombia, Facultad de Medicina, Departamento de Microbiolog&#xed;a, Instituto Nacional de Cancerolog&#xed;a, Grupo de Investigaci&#xf3;n Traslacional en Oncolog&#xed;a.</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>Direcci&#xf3;n Acad&#xe9;mica, Universidad Nacional de Colombia, Sede de La Paz</institution>, <addr-line>Cesar</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Research Institute, Fundaci&#xf3;n Universitaria de Ciencias de la Salud</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>School of Medicine, Universidad de los Andes</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Department of Pathology, Fundaci&#xf3;n Universitaria de Ciencias de la Salud, Hospital de San Jos&#xe9;</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Microsurgical Neuroanatomy Laboratory Director, Universidad de Buenos Aires</institution>, <addr-line>Buenos Aires</addr-line>,&#xa0;<country>Argentina</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>Departament of Neurosurgery, Hospital San Fernando</institution>, <addr-line>Buenos Aires</addr-line>,&#xa0;<country>Argentina</country>
</aff>
<aff id="aff13">
<sup>13</sup>
<institution>Departament of Pathology, Instituto Nacional de Cancerolog&#xed;a Bogot&#xe1;</institution>, <addr-line>Bogot&#xe1;</addr-line>,&#xa0;<country>Colombia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Sharon R. Pine, University of Colorado Anschutz Medical Campus, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Qihang Yuan, Dalian Medical University, China</p>
<p>Junhan Zhao, Harvard University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Edgar G. Ord&#xf3;&#xf1;ez-Rubiano, <email xlink:href="mailto:egordonez@fucsalud.edu.co">egordonez@fucsalud.edu.co</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>04</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>15</volume>
<elocation-id>1529456</elocation-id>
<history>
<date date-type="received">
<day>16</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Ord&#xf3;&#xf1;ez-Rubiano, Siabato, Rinc&#xf3;n-Arias, Pulido, Pimienta-Redondo, Espinosa-Gaona, Useche-Diosa, Moreno, Cifuentes-Lobelo, Zorro-Guio, Pati&#xf1;o-G&#xf3;mez, C&#xf3;mbita, Pay&#xe1;n-G&#xf3;mez, Gutierrez-Casta&#xf1;eda, Ramos-M&#xe1;rquez, G&#xf3;mez, Mendoza, Baldoncini and Parra-Medina</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Ord&#xf3;&#xf1;ez-Rubiano, Siabato, Rinc&#xf3;n-Arias, Pulido, Pimienta-Redondo, Espinosa-Gaona, Useche-Diosa, Moreno, Cifuentes-Lobelo, Zorro-Guio, Pati&#xf1;o-G&#xf3;mez, C&#xf3;mbita, Pay&#xe1;n-G&#xf3;mez, Gutierrez-Casta&#xf1;eda, Ramos-M&#xe1;rquez, G&#xf3;mez, Mendoza, Baldoncini and Parra-Medina</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Gliomas are believed to arise from neuroglial stem cells and are histologically classified based on morphological similarities to normal neuroglial cells. This study aims to describe the clinical, histopathological, and demographic features of glioma patients treated in two reference centers in Colombia.</p>
</sec>
<sec>
<title>Methods</title>
<p>This descriptive cross-sectional study included all patients with a histologically confirmed glioma treated at two institutions in Bogot&#xe1;, Colombia, between January 2015 and December 2023. 272 patients with diffuse gliomas were included, and data were collected on sociodemographic characteristics, clinical presentation, histopathologic diagnosis, immunohistochemical markers, extent of resection, functionality, complications, and survival.</p>
</sec>
<sec>
<title>Results</title>
<p>Amongst all cases, 36.00% were glioblastomas, 14.70% oligodendrogliomas, and 12.10% astrocytomas. 49.10% of patients were females, average age was 48.8 &#xb1; 21.0 years. While in the frontal lobe, most glioblastomas (38.95%) and oligodendrogliomas (47.50%) were found, astrocytomas were more frequent in the insula (27.27%). The average follow-up was 11.8 &#xb1; 16.0 months. Near-total resection was achieved in 40.10% of patients, followed by subtotal resection (37.00%), gross-total resection (11.45%), and intentional biopsy (11.45%). 31.25% of patients had new-onset motor deficits, and only 3% persisted after the 3-month follow-up. Overall survival was higher in females (males: 28.57% vs. females: 55.00%) (p = 0.0013). The 2-year overall survival for glioblastoma was 21%, 5-year for glioma, NOS 38%, for astrocytoma 15%, and 8-year for oligodendroglioma 5% (p &lt; 0.0001).</p>
</sec>
<sec>
<title>Conclusions</title>
<p>We present the largest study to date of diffuse glioma in Colombia&#x2019;s population. Clinical findings and overall survival trends are similar to those reported worldwide, however, further molecular analysis is needed for adequate diagnosis and classification</p>
</sec>
</abstract>
<kwd-group>
<kwd>glioma</kwd>
<kwd>astrocytoma</kwd>
<kwd>oligodendroglioma</kwd>
<kwd>glioblastoma</kwd>
<kwd>Colombia</kwd>
<kwd>survival</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="49"/>
<page-count count="12"/>
<word-count count="3843"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Cancer Epidemiology and Prevention</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>According to the Global Cancer Observatory (GLOBOCAN) the incidence of central nervous system (CNS) malignant tumors was 3.1-3.9 per 100,000 in 2022 (<xref ref-type="bibr" rid="B1">1</xref>), with a prevalence of 10.1 per 100,000 people worldwide according to the 2020 report (<xref ref-type="bibr" rid="B2">2</xref>). Gliomas account for almost 30% of all primary brain tumors and 80% of all malignant tumors; they are responsible for the majority of deaths from primary brain tumors (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). Gliomas are believed to arise from neuroglial stem cells and are histologically classified into astrocytomas, oligodendrogliomas, and glioblastomas (GBMs), based on morphological similarities to neuroglial cells found in healthy brains. Further classification is performed according to the location of the tumor and the anaplastic features (mitotic activity, microvascular proliferation, and necrosis). The absence or presence of anaplastic features is used to assign grades of malignancy from I to IV according to the fourth edition of the World Health Organization (WHO) classification of tumors of the CNS (WHOCNS4) (<xref ref-type="bibr" rid="B5">5</xref>&#x2013;<xref ref-type="bibr" rid="B7">7</xref>). According to the WHOCNS4 (<xref ref-type="bibr" rid="B5">5</xref>) gliomas include gliomas of various grades [pilocytic astrocytoma (grade I), diffuse astrocytoma (grade II), anaplastic astrocytoma (grade III), GBM (grade IV)], oligodendrogliomas (grade II and III), and the group controversial mixed oligoastrocytomas (grade II and III) (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Survival rates vary depending on histology, with pilocytic astrocytoma patients experiencing 10-year survival rates of over 90%, while in GBM, a mere 6,8% of patients reach the 5-year survival mark (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>).</p>
<p>In recent years, there has been significant progress in the molecular analysis of gliomas. These advances have resulted in improved classification systems based on mutational profiles (<xref ref-type="bibr" rid="B10">10</xref>). However, the costs related to molecular profiling for diagnosing and classifying gliomas remain elevated, and clinical use in lower-to-middle-income countries (LMICs) is limited. Additionally, in most LMICs like Colombia, there is scarce national information systems data due to several limitations, including underreporting and partial general coverage, posing many challenges for evaluating the epidemiology of gliomas. Furthermore, the study of different pathologies, including gliomas is particularly challenging given that Colombia&#x2019;s population has a varied ethnicity and genetic ancestry, including Afro-descendant, Indigenous, Mulatto, Black, Palenquero, Raizal, and Rom people (<xref ref-type="bibr" rid="B11">11</xref>). In Colombia, gliomas represent ~30% of intracranial tumors (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B13">13</xref>). The most common primary malignant brain tumor in Colombia is GBM (<xref ref-type="bibr" rid="B14">14</xref>). The estimated 3-year overall survival (OS) in Colombia of patients with GBM is 12% (<xref ref-type="bibr" rid="B15">15</xref>). To our knowledge, this is the largest series of patients with diffuse gliomas treated in Colombia. This study aims to describe the clinical, histopathological, and demographic features of diffuse glioma patients treated in two reference centers in Colombia.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<p>This is a descriptive cross-sectional study that included all the patients with a histologically verified diffuse glioma who were treated at Hospital de San Jos&#xe9; &#x2013; Sociedad de Cirug&#xed;a de Bogot&#xe1; and at Hospital Infantil Universitario de San Jos&#xe9; de Bogot&#xe1;, Bogot&#xe1;, Colombia, between January 2015 and December of 2023. We included patients &gt; 18 years old who were surgically treated through maximal safe resection or an intentional biopsy and had a histologically confirmed diffuse glioma, data for retrieval was available through medical records. Only patients diagnosed with oligodendroglioma (Grade II and III), astrocytomas (grade II and III) and GBM were included (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Patients in which the similarities to neuroglial cells were not identified and were reported as grade II low-grade glioma (LGG), grade II or III oligoastrocytomas, and grade III high-grade glioma (HGG), were classified as &#x2018;glioma, <italic>not otherwise</italic> sp<italic>ecified&#x2019;</italic> (glioma, NOS) grade II and III, and were also included. Patients with data not available were excluded, accordingly. Patients diagnosed with Grade I gliomas (e.g. pilocytic astrocytomas) were excluded, as they are considered different entities and this study focused only on diffuse gliomas (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), as already mentioned.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Pre- and postoperative MRI of diffuse gliomas. <bold>(A)</bold> Pre- and <bold>(E)</bold> postoperative MRI of a left temporal grade II astrocytoma. <bold>(B)</bold> Pre- and <bold>(F)</bold> postoperative enhanced MRI of a right frontal grade III oligodendroglioma. <bold>(C)</bold> Pre- and <bold>(G)</bold> postoperative enhanced MRI of a left frontal low-grade glioma (glioma, NOS). <bold>(D)</bold> Pre- and <bold>(H)</bold> postoperative enhanced MRI of a right perirolandic GBM.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1529456-g001.tif"/>
</fig>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Diffuse gliomas according to the fourth and fifth editions of the World Health Organization classifications of central nervous system tumors. <italic>WHOCNS4 = fourth edition of the World Health Organization Classification of Tumors of the Central Nervous System, WHOCNS5 = fifth edition of the World Health Organization Classification of Tumors of the Central Nervous System, IDHmut = isocitrate dehydrogenase 1 mutant, IDHwt = isocitrate dehydrogenase 1 wildtype, A. Oligodendroglioma: anaplastic oligodendroglioma.</italic> *Grade I gliomas are not included in this illustration as the WHOCNS5 considers them as a different entity.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1529456-g002.tif"/>
</fig>
<p>Electronic records of both institutions were reviewed. Demographic and clinical data were collected including histopathological diagnosis, immunohistochemical markers, radiological findings, clinical symptoms, tumor location, pre- and postoperative Karnofsky Performance Score (KPS), the extent of resection (EOR), complications, and OS. Gliomas were classified using the WHOCNS4 (<xref ref-type="bibr" rid="B5">5</xref>) and were grouped accordingly. EOR was classified into gross-total resection (GTR) (complete radiological resection), near-total resection (NTR) (&gt;90%), subtotal resection (STR) (&lt;90%), and intentional biopsy. EOR was calculated for GBM considering resection of the enhancing area of the tumor, while for grade II and III gliomas, it was calculated based on the hyperintense area on T2/FLAIR. Maximal safe resection was aimed for each individual case, through strategies and techniques such as tractography and reconstruction of eloquent structures for awake craniotomy, as seen in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> which depicts the resection of a left temporal grade II astrocytoma in one of the patients. Awake craniotomy was used only for tumors related to language areas. Otherwise, the rest of the cases were performed in an asleep manner. Our protocols have been previously reported elsewhere (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B20">20</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>
<bold>&#x2060;</bold>Illustrative case &#x2013; left temporal grade II astrocytoma. <bold>(A, B)</bold> Pre- and <bold>(D, E)</bold> postoperative T2 images demonstrate the resection of a large left temporal mass concerning the language area. <bold>(C)</bold> Pre- and <bold>(F)</bold> postoperative reconstruction of the language system including neural networks (small color spheres) and language tracts (color fibers). Postoperative reconstruction demonstrates the preservation of all language areas after awake craniotomy while preserving language function.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1529456-g003.tif"/>
</fig>
<p>For OS analysis, the national statistical system Departamento Administrativo Nacional de Estad&#xed;stica (DANE) and the National Registry of Civil Status of Colombia (Registradur&#xed;a Nacional del Estado Civil) registries were consulted. This study was approved by the Institutional Review Board and the Ethics Board of the Fundaci&#xf3;n Universitaria de Ciencias de la Salud under approval ID number I&#x2013;0328-22. This study was performed following the principles outlined in the Declaration of Helsinki.</p>
<sec id="s2_1">
<label>2.1</label>
<title>Statistical analysis</title>
<p>Variables were grouped into numerical, binary categorical, and nominal. The means were analyzed with the Kruskal-Wallis test. The t-student test and the Chi-square test were used accordingly. OS was assessed using the Kaplan-Meier test. The <italic>RStudio v06.1<sup>&#xae;</sup>
</italic>, using packages including <italic>survival</italic> and <italic>survminer</italic>, was used to make a statistical analysis for p-value calculations. P-value &lt;0.05 was considered statistically significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>A total of 272 patients with confirmed diffuse gliomas were included in the study. 38.20% were classified as glioma, NOS, 36.00% GBM, 14.70% oligodendroglioma, and 12,1% astrocytomas. 49.10% of patients were female, and the average age was 48.80 &#xb1; 21.00 years. The most common location for all tumors was the frontal lobe (37.50%), followed by the insula (16.50%) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The frontal lobe was the most common location for GBMs (38.95%) and oligodendrogliomas (47.50%), while astrocytomas were more frequent in the insula (27.27%). 87.50% of the cases were supratentorial, and less than 2.00% had a bilateral compromise. Most of the patients were right-handed (92.28%), and in 49.63% of the patients, the tumor was in the right hemisphere. There were no statistically significant differences between pre- and postoperative KPS scores in all groups.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Clinical and demographic data.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Variable</th>
<th valign="bottom" align="left">Astrocytoma (n = 33)</th>
<th valign="bottom" align="left">Glioma/NOS (n= 104)</th>
<th valign="bottom" align="left">GBM (n = 98)</th>
<th valign="bottom" align="left">Oligodendroglioma (n=40)</th>
<th valign="bottom" align="left">Total (n =272)</th>
<th valign="bottom" align="left">P-value</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Sex</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Male</td>
<td valign="bottom" align="left">54.55%</td>
<td valign="bottom" align="left">35.58%</td>
<td valign="bottom" align="left">51.63%</td>
<td valign="bottom" align="left">45.00%</td>
<td valign="middle" align="left">44.85%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Female</td>
<td valign="bottom" align="left">45.45%</td>
<td valign="bottom" align="left">64.42%</td>
<td valign="bottom" align="left">48.37%</td>
<td valign="bottom" align="left">55.00%</td>
<td valign="middle" align="left">55.15%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">
<italic>Age</italic> (mean &#xb1; SD)</td>
<td valign="bottom" align="left">39.3 &#xb1; 20.36</td>
<td valign="bottom" align="left">43.67 &#xb1; 22.77</td>
<td valign="bottom" align="left">59.24 &#xb1; 16.33</td>
<td valign="bottom" align="left">44.83 &#xb1; 16.00</td>
<td valign="middle" align="left">48.84 &#xb1; 20.95</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Pathology</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">LGG</td>
<td valign="bottom" align="left">51.52%</td>
<td valign="bottom" align="left">48.00%</td>
<td valign="bottom" align="left">N/A</td>
<td valign="bottom" align="left">68.00%</td>
<td valign="middle" align="left">34.60%</td>
<td valign="bottom" align="left">0.18</td>
</tr>
<tr>
<td valign="bottom" align="left">HGG</td>
<td valign="bottom" align="left">48.48%</td>
<td valign="bottom" align="left">48.00%</td>
<td valign="bottom" align="left">N/A</td>
<td valign="bottom" align="left">33.00%</td>
<td valign="middle" align="left">29.00%</td>
<td valign="bottom" align="left">0.17</td>
</tr>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Location</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">Frontal</td>
<td valign="bottom" align="left">12.12%</td>
<td valign="bottom" align="left">33.65%</td>
<td valign="bottom" align="left">38.95%</td>
<td valign="bottom" align="left">47.50%</td>
<td valign="middle" align="left">37.50%</td>
<td valign="bottom" align="left">0.13</td>
</tr>
<tr>
<td valign="bottom" align="left">Frontoparietal</td>
<td valign="bottom" align="left">6.06%</td>
<td valign="bottom" align="left">5.77%</td>
<td valign="bottom" align="left">5.26%</td>
<td valign="bottom" align="left">17.50%</td>
<td valign="middle" align="left">7.30%</td>
<td valign="bottom" align="left">0.09</td>
</tr>
<tr>
<td valign="bottom" align="left">Parietal</td>
<td valign="bottom" align="left">6.06%</td>
<td valign="bottom" align="left">8.65%</td>
<td valign="bottom" align="left">13.68%</td>
<td valign="bottom" align="left">17.50%</td>
<td valign="middle" align="left">11.40%</td>
<td valign="bottom" align="left">0.13</td>
</tr>
<tr>
<td valign="bottom" align="left">Insular</td>
<td valign="bottom" align="left">27.27%</td>
<td valign="bottom" align="left">14.42%</td>
<td valign="bottom" align="left">14.74%</td>
<td valign="bottom" align="left">17.50%</td>
<td valign="middle" align="left">16.50%</td>
<td valign="bottom" align="left">0.13</td>
</tr>
<tr>
<td valign="bottom" align="left">Basal Ganglia</td>
<td valign="bottom" align="left">9.09%</td>
<td valign="bottom" align="left">6.73%</td>
<td valign="bottom" align="left">2.11%</td>
<td valign="bottom" align="left">0.00%</td>
<td valign="middle" align="left">4.40%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">Temporal</td>
<td valign="bottom" align="left">3.03%</td>
<td valign="bottom" align="left">14.42%</td>
<td valign="bottom" align="left">18.95%</td>
<td valign="top" align="left">0.00%</td>
<td valign="middle" align="left">4.50%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">Posterior fossa</td>
<td valign="bottom" align="left">9.09%</td>
<td valign="bottom" align="left">7.69%</td>
<td valign="bottom" align="left">2.11%</td>
<td valign="top" align="left">0.00%</td>
<td valign="middle" align="left">12.40%</td>
<td valign="bottom" align="left">0.18</td>
</tr>
<tr>
<td valign="bottom" align="left">Bilateral</td>
<td valign="bottom" align="left">6.06%</td>
<td valign="bottom" align="left">4.81%</td>
<td valign="bottom" align="left">3.16%</td>
<td valign="top" align="left">0.00%</td>
<td valign="middle" align="left">1.40%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">Occipital</td>
<td valign="bottom" align="left">0.00%</td>
<td valign="bottom" align="left">3.85%</td>
<td valign="bottom" align="left">0.00%</td>
<td valign="top" align="left">0.00%</td>
<td valign="middle" align="left">4.60%</td>
<td valign="bottom" align="left">1.00</td>
</tr>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Patients&#x2019; laterality</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">Right sided</td>
<td valign="bottom" align="left">6.06%</td>
<td valign="bottom" align="left">7.69%</td>
<td valign="bottom" align="left">8.47%</td>
<td valign="bottom" align="left">7.50%</td>
<td valign="middle" align="left">92.28%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">Left sided</td>
<td valign="bottom" align="left">93.94%</td>
<td valign="bottom" align="left">92.31%</td>
<td valign="bottom" align="left">90.53%</td>
<td valign="bottom" align="left">92.50%</td>
<td valign="middle" align="left">7.72%</td>
<td valign="bottom" align="left">0.13</td>
</tr>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Hemisphere compromised</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">Right</td>
<td valign="bottom" align="left">54.50%</td>
<td valign="bottom" align="left">48.10%</td>
<td valign="bottom" align="left">49.50%</td>
<td valign="bottom" align="left">50.00%</td>
<td valign="bottom" align="left">49.63%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">Left</td>
<td valign="bottom" align="left">33.30%</td>
<td valign="bottom" align="left">40.40%</td>
<td valign="bottom" align="left">49.50%</td>
<td valign="bottom" align="left">50,00%</td>
<td valign="bottom" align="left">44.12%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">Midline or infratentorial</td>
<td valign="bottom" align="left">3.00%</td>
<td valign="bottom" align="left">10.60%</td>
<td valign="bottom" align="left">1.10%</td>
<td valign="bottom" align="left">0.00%</td>
<td valign="bottom" align="left">4.78%</td>
<td valign="bottom" align="left">0.13</td>
</tr>
<tr>
<td valign="bottom" align="left">Bilateral</td>
<td valign="bottom" align="left">9.10%</td>
<td valign="bottom" align="left">1.00%</td>
<td valign="bottom" align="left">0.00%</td>
<td valign="bottom" align="left">0.00%</td>
<td valign="bottom" align="left">1.47%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Presenting symptom</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Seizures</td>
<td valign="bottom" align="left">33.33%</td>
<td valign="bottom" align="left">39.42%</td>
<td valign="bottom" align="left">34.74%</td>
<td valign="bottom" align="left">57.50%</td>
<td valign="middle" align="left">39.71%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Motor deficit</td>
<td valign="bottom" align="left">30.30%</td>
<td valign="bottom" align="left">45.19%</td>
<td valign="bottom" align="left">50.53%</td>
<td valign="bottom" align="left">30.00%</td>
<td valign="middle" align="left">42.65%</td>
<td valign="bottom" align="left">0.13</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Language</td>
<td valign="bottom" align="left">12.12%</td>
<td valign="bottom" align="left">25.00%</td>
<td valign="bottom" align="left">31.58%</td>
<td valign="bottom" align="left">15.00%</td>
<td valign="middle" align="left">24.63%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Sensorial deficit</td>
<td valign="bottom" align="left">45.45%</td>
<td valign="bottom" align="left">48.08%</td>
<td valign="bottom" align="left">50.53%</td>
<td valign="bottom" align="left">40.00%</td>
<td valign="middle" align="left">47.79%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Behavior impairment</td>
<td valign="bottom" align="left">30.30%</td>
<td valign="bottom" align="left">28.85%</td>
<td valign="bottom" align="left">34.74%</td>
<td valign="bottom" align="left">25.00%</td>
<td valign="middle" align="left">30.51%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Other</td>
<td valign="bottom" align="left">9.09%</td>
<td valign="bottom" align="left">22.12%</td>
<td valign="bottom" align="left">9.47%</td>
<td valign="bottom" align="left">10.00%</td>
<td valign="middle" align="left">14.71%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">
<italic>Follow-up in months</italic> (mean &#xb1; SD)</td>
<td valign="bottom" align="left">36.32 &#xb1; 18.34</td>
<td valign="bottom" align="left">1.70 &#xb1; 18.85</td>
<td valign="bottom" align="left">11.97 &#xb1; 10.46</td>
<td valign="middle" align="left">27.39 &#xb1; 14.28</td>
<td valign="bottom" align="left">11.75 &#xb1; 15.98</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<th valign="bottom" colspan="7" align="left">
<italic>Extent of resection</italic> (number [%])</th>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;GTR</td>
<td valign="bottom" align="left">12.12%</td>
<td valign="middle" align="left">12.50%</td>
<td valign="middle" align="left">9.47%</td>
<td valign="middle" align="left">15.00%</td>
<td valign="bottom" align="left">11.45%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;NTR</td>
<td valign="bottom" align="left">33.33%</td>
<td valign="middle" align="left">38.46%</td>
<td valign="middle" align="left">38.95%</td>
<td valign="middle" align="left">52.50%</td>
<td valign="bottom" align="left">40.10%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;STR</td>
<td valign="bottom" align="left">36.36%</td>
<td valign="middle" align="left">34.62%</td>
<td valign="middle" align="left">45.26%</td>
<td valign="middle" align="left">22.50%</td>
<td valign="bottom" align="left">37.00%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">&#x2003;Biopsy</td>
<td valign="bottom" align="left">18.18%</td>
<td valign="middle" align="left">14.42%</td>
<td valign="middle" align="left">6.32%</td>
<td valign="middle" align="left">10.00%</td>
<td valign="bottom" align="left">11.45%</td>
<td valign="bottom" align="left">0.18</td>
</tr>
<tr>
<td valign="bottom" align="left">
<italic>New onset postoperative seizures</italic> (number [%])</td>
<td valign="bottom" align="left">15.15%</td>
<td valign="bottom" align="left">17.30%</td>
<td valign="bottom" align="left">18.95%</td>
<td valign="bottom" align="left">20.00%</td>
<td valign="bottom" align="left">18.01%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">
<italic>New onset language deficit</italic> (number [%])</td>
<td valign="bottom" align="left">15.15%</td>
<td valign="bottom" align="left">23.10%</td>
<td valign="bottom" align="left">22.11%</td>
<td valign="bottom" align="left">5.00%</td>
<td valign="bottom" align="left">19.49%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
<tr>
<td valign="bottom" align="left">
<italic>New onset motor deficit</italic> (number [%])</td>
<td valign="bottom" align="left">15.15%</td>
<td valign="bottom" align="left">37.50%</td>
<td valign="bottom" align="left">34.74%</td>
<td valign="bottom" align="left">20.00%</td>
<td valign="bottom" align="left">31.25%</td>
<td valign="bottom" align="left">0.39</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<italic>*</italic> In those cases where the tumor grade was not reported, they were not included in percentages of LGG and HGG.</p>
</fn>
<fn>
<p>
<italic>&#x2051;</italic> The LGG group includes only grade II gliomas and the HGG group only grade III gliomas.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The average follow-up was 11.8 &#xb1; 16.0 months. However, the middle-term follow-up for OS analysis was carried out using national registries, although they were not followed up in our institutions afterward. NTR was achieved in 40.10% of the patients, while STR was achieved in 37.00%, GTR in 11.45%, and intentional biopsy in 11.45%. 18.01% of the patients had new-onset postoperative seizures, and all of them were treated successfully with anticonvulsants alone. 19.49% of the patients had new-onset language deficits, however, only 5.00% were persistent 3 months after resection. 31.25% of the patients had new-onset motor deficits, even though only 3.00% persisted after the 3-month follow-up. Data on tumor location, patient laterality, and extent of resection are summarized in <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Tumor distribution by location, patient laterality and extent of resection. <italic>GTR, gross-total resection; STR, subtotal resection; NTR, near-total resection.</italic> Created using <ext-link ext-link-type="uri" xlink:href="http://www.biorender.com">www.biorender.com</ext-link>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1529456-g004.tif"/>
</fig>
<p>No statistically significant differences were found in the positivity of immunochemistry markers between oligodendroglioma, glioma, NOS, astrocytomas, and GBM (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The average Ki-67 proliferation index was 11.00% for oligodendroglioma, 14.06% for glioma NOS, 10.21% for astrocytoma, and 34.56% for GBM (p = 0.063).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Immunochemistry markers profiles.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Variable</th>
<th valign="bottom" align="left">Astrocytoma (n = 33)</th>
<th valign="bottom" align="left">Glioma/NOS (n= 104)</th>
<th valign="bottom" align="left">GBM (n = 98)</th>
<th valign="bottom" align="left">Oligodendroglioma (n=40)</th>
<th valign="bottom" align="left">Total (n =272)</th>
<th valign="bottom" align="left">P value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">P53 (+)</td>
<td valign="bottom" align="left">65.00%</td>
<td valign="bottom" align="left">68.66%</td>
<td valign="bottom" align="left">82.26%</td>
<td valign="bottom" align="left">79.17%</td>
<td valign="bottom" align="left">74.14%</td>
<td valign="bottom" align="left">0,063</td>
</tr>
<tr>
<td valign="bottom" align="left">SIPNASIS (+)</td>
<td valign="bottom" align="left">64.71%</td>
<td valign="bottom" align="left">67.86%</td>
<td valign="bottom" align="left">55.32%</td>
<td valign="bottom" align="left">50.00%</td>
<td valign="bottom" align="left">61.70%</td>
<td valign="bottom" align="left">0,063</td>
</tr>
<tr>
<td valign="bottom" align="left">CK (+)</td>
<td valign="bottom" align="left">50.00%</td>
<td valign="bottom" align="left">57.69%</td>
<td valign="bottom" align="left">6.32%</td>
<td valign="bottom" align="left">60.00%</td>
<td valign="bottom" align="left">42.37%</td>
<td valign="bottom" align="left">0,063</td>
</tr>
<tr>
<td valign="bottom" align="left">CD34 (+)</td>
<td valign="bottom" align="left">80.00%</td>
<td valign="bottom" align="left">84.13%</td>
<td valign="bottom" align="left">84.75%</td>
<td valign="bottom" align="left">72.00%</td>
<td valign="bottom" align="left">81.55%</td>
<td valign="bottom" align="left">0,063</td>
</tr>
<tr>
<td valign="bottom" align="left">CAM5.2 (+)</td>
<td valign="bottom" align="left">N/A</td>
<td valign="bottom" align="left">66.67%</td>
<td valign="bottom" align="left">25.00%</td>
<td valign="bottom" align="left">100.00%</td>
<td valign="bottom" align="left">42.11%</td>
<td valign="bottom" align="left">0.088</td>
</tr>
<tr>
<td valign="bottom" align="left">S100 (+)</td>
<td valign="bottom" align="left">84.62%</td>
<td valign="bottom" align="left">90.70%</td>
<td valign="bottom" align="left">86.96%</td>
<td valign="bottom" align="left">80.00%</td>
<td valign="bottom" align="left">87.18%</td>
<td valign="bottom" align="left">0.057</td>
</tr>
<tr>
<td valign="bottom" align="left">EGFR (+)</td>
<td valign="bottom" align="left">77.78%</td>
<td valign="bottom" align="left">81.48%</td>
<td valign="bottom" align="left">85.71%</td>
<td valign="bottom" align="left">100.00%</td>
<td valign="bottom" align="left">84.88%</td>
<td valign="bottom" align="left">0.057</td>
</tr>
<tr>
<td valign="bottom" align="left">GFAP (+)</td>
<td valign="bottom" align="left">100.00%</td>
<td valign="bottom" align="left">97.37%</td>
<td valign="bottom" align="left">98.63%</td>
<td valign="bottom" align="left">100.00%</td>
<td valign="bottom" align="left">98.12%</td>
<td valign="bottom" align="left">0.063</td>
</tr>
<tr>
<td valign="bottom" align="left">IDH(+)</td>
<td valign="bottom" align="left">63.64%</td>
<td valign="bottom" align="left">52.00%</td>
<td valign="bottom" align="left">33.33%</td>
<td valign="bottom" align="left">61.54%</td>
<td valign="bottom" align="left">48.37%</td>
<td valign="bottom" align="left">0.063</td>
</tr>
<tr>
<td valign="bottom" align="left">OLIG2 (+)</td>
<td valign="bottom" align="left">93.75%</td>
<td valign="bottom" align="left">84.31%</td>
<td valign="bottom" align="left">78.26%</td>
<td valign="bottom" align="left">96.55%</td>
<td valign="bottom" align="left">85.31%</td>
<td valign="bottom" align="left">0.057</td>
</tr>
<tr>
<td valign="bottom" align="left">INI-1 (+)</td>
<td valign="bottom" align="left">N/A</td>
<td valign="bottom" align="left">47.62%</td>
<td valign="bottom" align="left">80.00%</td>
<td valign="bottom" align="left">N/A</td>
<td valign="bottom" align="left">73,33%</td>
<td valign="bottom" align="left">0.181</td>
</tr>
<tr>
<td valign="bottom" align="left">SOX 10 (+)</td>
<td valign="bottom" align="left">80.00%</td>
<td valign="bottom" align="left">71.43%</td>
<td valign="bottom" align="left">63.64%</td>
<td valign="bottom" align="left">60,00%</td>
<td valign="bottom" align="left">68,06%</td>
<td valign="bottom" align="left">0.058</td>
</tr>
<tr>
<td valign="bottom" align="left">PHH3 (+)</td>
<td valign="bottom" align="left">33.33%</td>
<td valign="bottom" align="left">70.59%</td>
<td valign="bottom" align="left">72.73%</td>
<td valign="bottom" align="left">53.85%</td>
<td valign="bottom" align="left">41.51%</td>
<td valign="bottom" align="left">0.057</td>
</tr>
<tr>
<td valign="bottom" align="left">EMA (+)</td>
<td valign="bottom" align="left">33.33%</td>
<td valign="bottom" align="left">57.14%</td>
<td valign="bottom" align="left">58.06%</td>
<td valign="bottom" align="left">33.33%</td>
<td valign="bottom" align="left">53.23%</td>
<td valign="bottom" align="left">0.058</td>
</tr>
<tr>
<td valign="bottom" align="left">CD15/45/3/20/68 (+)</td>
<td valign="bottom" align="left">50.00%</td>
<td valign="bottom" align="left">52.63%</td>
<td valign="bottom" align="left">50.00%</td>
<td valign="bottom" align="left">12.50%</td>
<td valign="bottom" align="left">45.90%</td>
<td valign="bottom" align="left">0.058</td>
</tr>
</tbody>
</table>
</table-wrap>
<sec id="s3_1">
<label>3.1</label>
<title>Survival analysis</title>
<p>OS was higher in females (p = 0.0013) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). As expected, OS was higher in the following order: oligodendroglioma, astrocytoma, glioma, NOS, and GBM. The average OS for each histological type was as follows: oligodendroglioma: 36.94 months, astrocytoma: 26.78 months, glioma NOS: 42.73 months, and GBM: 16.54 months (p &lt; 0.0001). The 2-year OS for GBM was 21%, the 5-year OS for glioma, NOS 38%, the 5-year OS for astrocytoma 15%, and the range of 2&#x2013;5 years, and 8 years for oligodendroglioma were 20% and 5%, respectively (p &lt; 0.0001). Differences in OS according to EOR were not statistically significant: gross total resection (GTR): 30.70 months, near-total resection (NTR): 30.72 months, subtotal resection (STR): 30.79 months, and intentional biopsy: 29.93 months (p = 0.065); however, it was statistically significant when performing analysis between GTR + NTR (30,71 months) versus STR + biopsy (30,37 months) (p = 0.0098). There were differences in OS according to EOR (GTR vs NTR vs ST vs biopsy) in all histological subtypes, however, it was statistically significant only for astrocytoma (GTR 24,25: months, NTR: 28,81 months, biopsy 18,16 months, STR: 30,25 months) (p = 0.038). There were no statistical differences when performing STR versus intentional biopsy (STR: 30,79 months, biopsy: 30,04 months) (p = 0.74).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Kaplan-Meier survival analysis. <bold>(A)</bold> Differences in overall survival of females (pink) versus males (blue) (p = 0,0013). <bold>(B)</bold> Differences in overall survival according to histopathological diagnosis (GBM in green, Glioma, NOS in purple, astrocytoma in blue, and oligodendroglioma in red) (p &lt; 0,0001). <bold>(C)</bold> Differences in overall survival according to the extent of resection. (GTR in yellow, NTR in green, STR in red, and biopsy in blue) (p = 0,065). <bold>(D)</bold> Differences in overall survival between GTR + NTR versus STR + intentional biopsy (p = 0,0098). No computational methods, such as artificial intelligence-based feature extraction, were used for this analysis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fonc-15-1529456-g005.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>We present the largest study of diffuse gliomas in Colombia to date. Colombia&#x2019;s population genome has shown the highest levels of average three-way admixture contributions from ancestral populations (60% European, 29% Native American, and 11% African) as well as the greatest extent of geographical variation in genetic ancestry, compared to other countries like Mexico, Ecuador, Dominican Republic, and Puerto Rico (<xref ref-type="bibr" rid="B21">21</xref>). This is extremely relevant, as Walsh et&#xa0;al. have demonstrated that glioma incidence and outcomes differ in association with the geographic origins of Hispanic communities when comparing Mexican/Central American origin versus those of Caribbean origin (<xref ref-type="bibr" rid="B22">22</xref>). Although the Colombian population has been classified as a single ethnic group (Hispanic), the cultural, socioeconomic, and genetic diversity is large. Our institutions are in Bogot&#xe1;, where patients from all over the country are referred, especially from departments in the country&#x2019;s center (Cundinamarca, Boyac&#xe1;, Tolima, and Huila). We have included clinical and histological diagnoses of tumors, adding relevant information for further research. Even though all cases were classified only based on histological findings, this posed a limitation in accurately classifying many tumors. Despite this, we have included all possible information to analyze the OS in all groups.</p>
<p>Most gliomas are more common in males (<xref ref-type="bibr" rid="B23">23</xref>), even though, in our study, we found an increased number in females (55.15%). As mentioned before, GBM is the most frequent glioma. We also found that the most common confirmed subtype was GBM (98 cases), however, many tumors were classified as glioma, NOS, likely related to the lack of molecular information, which could help to further classify them into oligodendroglioma or astrocytoma and guide targeted therapy.</p>
<p>Regarding new-onset symptoms at presentation, patients with low-grade astrocytomas and oligodendrogliomas present with seizures in ~60%&#x2013;88% of cases (<xref ref-type="bibr" rid="B24">24</xref>). In our study, 33.33% of patients with astrocytoma and 57.50% of patients with oligodendroglioma presented with seizures. As well as reported in other studies (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>), in our study the most frequent location for all tumor subtypes was the frontal lobe (37.50%).</p>
<p>Many glioma studies have been carried out in Latin American countries, mainly in M&#xe9;xico (<xref ref-type="bibr" rid="B27">27</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>), Brazil (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>), Argentina (<xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>), and Chile (<xref ref-type="bibr" rid="B36">36</xref>). In all of these countries, the caseload of patients, given the presence of large cancer centers, represents a significant difference compared to smaller countries of limited economic resources like Colombia. Furthermore, the integration of molecular markers like the 1p19q codeletion and telomerase reverse transcriptase (TERT), among others included in the WHOCNS5 (<xref ref-type="bibr" rid="B7">7</xref>) has increased the disparity between diagnosis and targeted therapy of diffuse gliomas in LMICs compared to higher-income countries (HICs). This could potentially be assessed through different artificial intelligence (AI) methods, especially using histopathological protocols fed with molecular information from HIC studies, while using machine learning and deep learning (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B38">38</xref>). Even almost providing real-time information when histopathological analysis is available (<xref ref-type="bibr" rid="B39">39</xref>). This information can be used from freely available datasets like those from The Cancer Genome Atlas (TCGA) (<xref ref-type="bibr" rid="B40">40</xref>) and could not only provide diagnostic information but also prognosis in terms of OS (<xref ref-type="bibr" rid="B41">41</xref>). This applies not only to adjuvant therapy but also to surgical technologies used in high-income countries, like the use of new magnification equipment like three-dimensional exoscopes (<xref ref-type="bibr" rid="B42">42</xref>), the use of electrocorticography (ECoG) grids (<xref ref-type="bibr" rid="B43">43</xref>), intraoperative handheld endomicroscopy for ex vivo glioma diagnosis and <italic>in vivo</italic> roving scan in navigation (<xref ref-type="bibr" rid="B44">44</xref>), and treatments like tumor treating fields (<xref ref-type="bibr" rid="B45">45</xref>).</p>
<p>Regarding tumoral behavior, in this study, we found a similar behavior of gliomas in comparison to data from other countries in our region and worldwide. GBM remains the most aggressive and frequent glioma. We achieved a GTR/NTR in 51.55% of patients, improving OS when compared to those patients treated with STR or intentional biopsy (p = 0.0098). No statistical differences between the positivity of immunochemistry markers among the different types of tumors were found, making it necessary to perform further studies on the behavior of molecular markers between them.</p>
<p>Even though access to molecular marker tests remains scarce in our country, given the high costs associated with kits to perform specific molecular tests, including fluorescence <italic>in situ</italic> hybridization, quantitative real-time polymerase chain reaction, or next-generation sequencing. To date, few institutions can afford to perform these tests, and only after 2022 did the Colombian healthcare system include them in the list of available tests covered by healthcare insurance companies. The next steps of diffuse glioma research in our population include the reclassification of tumors according to the WHOCNS5 and the sequencing of tumor samples (RNAseq, exosome, etc.) to elucidate the relation between tumor features and genetic ancestry.</p>
<p>Finally, when observing EOR concerning OS, no statistically significant differences were found, yet when comparing GTR + NTR versus STR + biopsy, there was increased OS for GTR + NTR, which was statistically significant. Several studies have described the maximal safe tumor resection as the standard of&#xa0;care in patients with diffuse gliomas and cases such as for&#xa0;the&#xa0;multimodal treatment of glioblastoma along with chemoradiotherapy (Stupp&#x2019;s regimen) (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B47">47</xref>). It has been widely discussed, but an extensive EOR has been increasingly associated with improved overall survival and progression-free survival due to factors such as reduced tumor volume near critical brain areas and enhanced response to adjuvant therapy (<xref ref-type="bibr" rid="B46">46</xref>, <xref ref-type="bibr" rid="B48">48</xref>). Nonetheless, factors such as inconsistent definition and quantification of the EOR in trials have limited the value of the interpretation of the oncologic effects of the EOR in glioma surgery, and further study is required to adequately quantify EOR (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>).</p>
<sec id="s4_1">
<label>4.1</label>
<title>Limitations</title>
<p>Amongst the study limitations, the diagnosis of diffuse gliomas in our study relied on the accuracy of the histopathological analysis. Classification of some gliomas could be therefore erroneous. Moreover, the molecular profiling of tumors was not evaluated. We encourage neuroscientists to continue developing research on molecular analysis as the information is still scarce and limits the&#xa0;information for clinical use aiming to improve patient care. While some patients had better OS when achieving NTR compared&#xa0;to some who underwent GTR, this could be explained by lack of accuracy of molecular diagnosis and other factors that could have altered this outcome, including tumor location and size. Finally, ethnicities and genetic ancestries were not evaluated, therefore genetic and associated molecular features were not examined yet describing these could provide valuable information&#xa0;for the collected data obtained from a widely racially heterogeneous population.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>We describe the clinical, histopathological, and demographic features of diffuse glioma patients treated in two reference centers in Colombia. Clinical findings and OS trends are similar to those reported worldwide, however, further molecular and genetic analysis is required for adequate diagnosis and classification.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The studies involving humans were approved by the Institutional Review Board and the Ethics Board of the Fundaci&#xf3;n Universitaria de Ciencias de la Salud (approval ID number: I&#x2013;0328-22). The studies were conducted in accordance with the local legislation and institutional requirements. The ethics committee waived the requirement of written informed consent for participation from the participants or the participants\' legal guardians/next of kin because of the retrospective nature of this cross-sectional study.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>EO-R: Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation. CS: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. NR: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. PP: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. HP-R: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. SE-G: Data curation, Formal analysis, Investigation, Writing &#x2013; original draft. SU-D: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation, Investigation. MM: Formal analysis, Writing &#x2013; original draft, Data curation, Investigation. HC-L: Conceptualization, Data curation, Writing &#x2013; review &amp; editing. OZ-G: Conceptualization, Data curation, Writing &#x2013; review &amp; editing. JP-G: Conceptualization, Data curation, Writing &#x2013; review &amp; editing. AC: Conceptualization, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CP-G: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Conceptualization. LG-C: Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Conceptualization. AR-M: Formal analysis, Investigation, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. DG: Writing &#x2013; review &amp; editing. OM: Conceptualization, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MB: Formal analysis, Writing &#x2013; review &amp; editing. RP-M: Conceptualization, Formal analysis, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This study is funded by the Fundaci&#xf3;n Universitaria de Ciencias de la Salud (Convocatoria Fomento a la Investigaci&#xf3;n) under grant number 1&#x2013;2023, session of February 10, 2023.</p>
</sec>
<sec id="s10" 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="s11" 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>
</sec>
<sec id="s12" 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>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bray</surname> <given-names>F</given-names>
</name>
<name>
<surname>Laversanne</surname> <given-names>M</given-names>
</name>
<name>
<surname>Sung</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ferlay</surname> <given-names>J</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Soerjomataram</surname> <given-names>I</given-names>
</name>
<etal/>
</person-group>. <article-title>Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries</article-title>. <source>CA Cancer J Clin</source>. (<year>2024</year>) <volume>74</volume>:<page-range>229&#x2013;63</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3322/caac.21834</pub-id>
</citation>
</ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sung</surname> <given-names>H</given-names>
</name>
<name>
<surname>Ferlay</surname> <given-names>J</given-names>
</name>
<name>
<surname>Siegel</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Laversanne</surname> <given-names>M</given-names>
</name>
<name>
<surname>Soerjomataram</surname> <given-names>I</given-names>
</name>
<name>
<surname>Jemal</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries</article-title>. <source>CA Cancer J Clin</source>. (<year>2021</year>) <volume>71</volume>:<page-range>209&#x2013;49</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3322/caac.21660</pub-id>
</citation>
</ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ostrom</surname> <given-names>QT</given-names>
</name>
<name>
<surname>Gittleman</surname> <given-names>H</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>P</given-names>
</name>
<name>
<surname>Rouse</surname> <given-names>C</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Dowling</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>CBTRUS statistical report: primary brain and central nervous system tumors diagnosed in the United States in 2007&#x2013;2011</article-title>. <source>Neuro-Oncol</source>. (<year>2014</year>) <volume>16</volume>:<page-range>iv1&#x2013;63</page-range>. <uri xlink:href="https://academic.oup.com/neuro-oncology/article-abstract/16/suppl_4/iv1/1047153">https://academic.oup.com/neuro-oncology/article-abstract/16/suppl_4/iv1/1047153</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weller</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wick</surname> <given-names>W</given-names>
</name>
<name>
<surname>Aldape</surname> <given-names>K</given-names>
</name>
<name>
<surname>Brada</surname> <given-names>M</given-names>
</name>
<name>
<surname>Berger</surname> <given-names>M</given-names>
</name>
<name>
<surname>Pfister</surname> <given-names>SM</given-names>
</name>
<etal/>
</person-group>. <article-title>Glioma</article-title>. <source>Nat Rev Dis Primer</source>. (<year>2015</year>) <volume>1</volume>:<fpage>1</fpage>&#x2013;<lpage>18</lpage>. <uri xlink:href="https://www.nature.com/articles/nrdp201517">https://www.nature.com/articles/nrdp201517</uri> (Accessed <access-date>November 20, 2025</access-date>).</citation>
</ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Louis</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Ohgaki</surname> <given-names>H</given-names>
</name>
<name>
<surname>Wiestler</surname> <given-names>OD</given-names>
</name>
<name>
<surname>Cavenee</surname> <given-names>WK</given-names>
</name>
<name>
<surname>Burger</surname> <given-names>PC</given-names>
</name>
<name>
<surname>Jouvet</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>The 2007 WHO classification of tumors of the central nervous system</article-title>. <source>Acta Neuropathol (Berl)</source>. (<year>2007</year>) <volume>114</volume>:<fpage>97</fpage>&#x2013;<lpage>109</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00401-007-0243-4</pub-id>
</citation>
</ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Louis</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Perry</surname> <given-names>A</given-names>
</name>
<name>
<surname>Reifenberger</surname> <given-names>G</given-names>
</name>
<name>
<surname>Von Deimling</surname> <given-names>A</given-names>
</name>
<name>
<surname>Figarella-Branger</surname> <given-names>D</given-names>
</name>
<name>
<surname>Cavenee</surname> <given-names>WK</given-names>
</name>
<etal/>
</person-group>. <article-title>The 2016 world health organization classification of tumors of the central nervous system: a summary</article-title>. <source>Acta Neuropathol (Berl)</source>. (<year>2016</year>) <volume>131</volume>:<page-range>803&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00401-016-1545-1</pub-id>
</citation>
</ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Louis</surname> <given-names>DN</given-names>
</name>
<name>
<surname>Perry</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wesseling</surname> <given-names>P</given-names>
</name>
<name>
<surname>Brat</surname> <given-names>DJ</given-names>
</name>
<name>
<surname>Cree</surname> <given-names>IA</given-names>
</name>
<name>
<surname>Figarella-Branger</surname> <given-names>D</given-names>
</name>
<etal/>
</person-group>. <article-title>The 2021 WHO classification of tumors of the central nervous system: a summary</article-title>. <source>Neuro-Oncol</source>. (<year>2021</year>) <volume>23</volume>:<page-range>1231&#x2013;51</page-range>. <uri xlink:href="https://academic.oup.com/neuro-oncology/article-abstract/23/8/1231/6311214">https://academic.oup.com/neuro-oncology/article-abstract/23/8/1231/6311214</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Onciul</surname> <given-names>R</given-names>
</name>
<name>
<surname>Brehar</surname> <given-names>FM</given-names>
</name>
<name>
<surname>Toader</surname> <given-names>C</given-names>
</name>
<name>
<surname>Covache-Busuioc</surname> <given-names>RA</given-names>
</name>
<name>
<surname>Glavan</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Bratu</surname> <given-names>BG</given-names>
</name>
<etal/>
</person-group>. <article-title>Deciphering Glioblastoma: Fundamental and Novel Insights into the Biology and Therapeutic Strategies of Gliomas</article-title>. <source>Curr Issues Mol Biol</source>. (<year>2024</year>) <volume>46</volume>:<page-range>2402&#x2013;43</page-range>. <uri xlink:href="https://www.mdpi.com/1467-3045/46/3/153">https://www.mdpi.com/1467-3045/46/3/153</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McNeill</surname> <given-names>KA</given-names>
</name>
</person-group>. <article-title>Epidemiology of brain tumors</article-title>. <source>Neurol Clin</source>. (<year>2016</year>) <volume>34</volume>:<page-range>981&#x2013;98</page-range>. <uri xlink:href="https://www.neurologic.theclinics.com/article/S0733-8619(16)30036-6/abstract">https://www.neurologic.theclinics.com/article/S0733-8619(16)30036-6/abstract</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Weiler</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wick</surname> <given-names>W</given-names>
</name>
</person-group>. <article-title>Molecular predictors of outcome in low-grade glioma</article-title>. <source>Curr Opin Neurol</source>. (<year>2012</year>) <volume>25</volume>:<page-range>767&#x2013;73</page-range>. <uri xlink:href="https://journals.lww.com/co-neurology/fulltext/2012/12000/molecular_predictors_of_outcome_in_low_grade.20.aspx">https://journals.lww.com/co-neurology/fulltext/2012/12000/molecular_predictors_of_outcome_in_low_grade.20.aspx</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chande</surname> <given-names>AT</given-names>
</name>
<name>
<surname>Nagar</surname> <given-names>SD</given-names>
</name>
<name>
<surname>Rishishwar</surname> <given-names>L</given-names>
</name>
<name>
<surname>Mari&#xf1;o-Ram&#xed;rez</surname> <given-names>L</given-names>
</name>
<name>
<surname>Medina-Rivas</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Valderrama-Aguirre</surname> <given-names>AE</given-names>
</name>
<etal/>
</person-group>. <article-title>The impact of ethnicity and genetic ancestry on disease prevalence and risk in Colombia</article-title>. <source>Front Genet</source>. (<year>2021</year>) <volume>12</volume>:<elocation-id>690366/full</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fgene.2021.690366/full</pub-id>
</citation>
</ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chater Cure</surname> <given-names>G</given-names>
</name>
<name>
<surname>Aristizabal</surname> <given-names>G</given-names>
</name>
<name>
<surname>Aristizabal</surname> <given-names>J</given-names>
</name>
</person-group>. <article-title>Caracter&#xed;sticas demogr&#xe1;ficas y patol&#xf3;gicas de los tumores del sistema nervioso central estudiados en la cl&#xed;nica El Bosque</article-title>. <source>Acta Neurol&#xf3;gica Colomb</source>. (<year>2011</year>) <volume>27</volume>:<page-range>106&#x2013;13</page-range>. <uri xlink:href="http://www.scielo.org.co/scielo.php?pid=S0120-87482011000200004&amp;script=sci_arttext">http://www.scielo.org.co/scielo.php?pid=S0120-87482011000200004&amp;script=sci_arttext</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mu&#xf1;oz Aranguren</surname> <given-names>MA</given-names>
</name>
</person-group>. <article-title>Caracter&#xed;sticas demogr&#xe1;ficas e histopatol&#xf3;gicas de tumores del Sistema Nervioso Central tratados en la Unidad de Servicio Salud Occidente de Kennedy-USS Occidente de Kennedy-: cinco a&#xf1;os de experiencia 2013-2017</article-title>. <source>Dep Cir</source>. (<year>2019</year>). <uri xlink:href="https://repositorio.unal.edu.co/handle/unal/77231">https://repositorio.unal.edu.co/handle/unal/77231</uri>.</citation>
</ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Riano</surname> <given-names>I</given-names>
</name>
<name>
<surname>Bravo</surname> <given-names>P</given-names>
</name>
<name>
<surname>Bravo</surname> <given-names>LE</given-names>
</name>
<name>
<surname>Garcia</surname> <given-names>LS</given-names>
</name>
<name>
<surname>Collazos</surname> <given-names>P</given-names>
</name>
<name>
<surname>Carrascal</surname> <given-names>E</given-names>
</name>
</person-group>. <article-title>Incidence, mortality, and survival trends of primary CNS tumors in cali, Colombia, from 1962 to 2019</article-title>. <source>JCO Glob Oncol</source>. (<year>2020</year>), <page-range>1712&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1200/GO.20.00368</pub-id>
</citation>
</ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>G&#xf3;mez Vega</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Ocampo Navia</surname> <given-names>MI</given-names>
</name>
<name>
<surname>de Vries</surname> <given-names>E</given-names>
</name>
<name>
<surname>Feo Lee</surname> <given-names>OH</given-names>
</name>
</person-group>. <article-title>Survival of primary brain tumors in Colombia</article-title>. <source>Univ Med</source>. (<year>2020</year>) <volume>61</volume>:<fpage>80</fpage>&#x2013;<lpage>90</lpage>. <uri xlink:href="http://www.scielo.org.co/scielo.php?pid=S2011-08392020000300080&amp;script=sci_arttext&amp;tlng=en">http://www.scielo.org.co/scielo.php?pid=S2011-08392020000300080&amp;script=sci_arttext&amp;tlng=en</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Figueredo</surname> <given-names>LF</given-names>
</name>
<name>
<surname>Mej&#xed;a-Cordovez</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Gomez-Amarillo</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Hakim</surname> <given-names>F</given-names>
</name>
<name>
<surname>Pimienta-Redondo</surname> <given-names>HD</given-names>
</name>
<name>
<surname>Almeida</surname> <given-names>JP</given-names>
</name>
<etal/>
</person-group>. <article-title>Differential tractography and whole brain connectometry in primary motor area gliomas resection: A feasibility study</article-title>. <source>Clin Neurol Neurosurg</source>. (<year>2024</year>) <volume>241</volume>:<fpage>108305</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.clineuro.2024.108305</pub-id>
</citation>
</ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Figueredo</surname> <given-names>LF</given-names>
</name>
<name>
<surname>Shelton</surname> <given-names>WJ</given-names>
</name>
<name>
<surname>Tagle-Vega</surname> <given-names>U</given-names>
</name>
<name>
<surname>Sanchez</surname> <given-names>E</given-names>
</name>
<name>
<surname>de Macedo Filho</surname> <given-names>L</given-names>
</name>
<name>
<surname>Salazar</surname> <given-names>AF</given-names>
</name>
<etal/>
</person-group>. <article-title>The state of art of awake craniotomy in Latin American countries: a scoping review</article-title>. <source>J Neurooncol</source>. (<year>2023</year>) <volume>164</volume>:<page-range>287&#x2013;98</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11060-023-04433-0</pub-id>
</citation>
</ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ordonez-Rubiano</surname> <given-names>EG</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Abdal&#xe1;-Vargas</surname> <given-names>N</given-names>
</name>
<name>
<surname>Zorro</surname> <given-names>OF</given-names>
</name>
<name>
<surname>Marin-Munoz</surname> <given-names>JH</given-names>
</name>
<name>
<surname>&#xc1;lvarez-Tobi&#xe1;n</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Preoperative tractography algorithm for safe resection of tumors located in the descending motor pathways zone</article-title>. <source>Surg Neurol Int</source>. (<year>2023</year>) <volume>14</volume>:<fpage>255</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.25259/SNI_230_2023</pub-id>
</citation>
</ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abdala-Vargas</surname> <given-names>NJ</given-names>
</name>
<name>
<surname>Umana</surname> <given-names>GE</given-names>
</name>
<name>
<surname>Pati&#xf1;o-Gomez</surname> <given-names>JG</given-names>
</name>
<name>
<surname>Ordo&#xf1;ez-Rubiano</surname> <given-names>E</given-names>
</name>
<name>
<surname>Cifuentes-Lobelo</surname> <given-names>HA</given-names>
</name>
<name>
<surname>Palmisciano</surname> <given-names>P</given-names>
</name>
<etal/>
</person-group>. <article-title>Standardization of strategies to perform a parafascicular tubular approach for the resection of brain tumors in eloquent areas</article-title>. <source>Brain Sci</source>. (<year>2023</year>) <volume>13</volume>:<fpage>498</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/brainsci13030498</pub-id>
</citation>
</ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ord&#xf3;&#xf1;ez-Rubiano</surname> <given-names>EG</given-names>
</name>
<name>
<surname>Valderrama-Arias</surname> <given-names>FA</given-names>
</name>
<name>
<surname>Forbes</surname> <given-names>JA</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Younus</surname> <given-names>I</given-names>
</name>
<name>
<surname>Mar&#xed;n-Mu&#xf1;oz</surname> <given-names>JH</given-names>
</name>
<etal/>
</person-group>. <article-title>Identification of preoperative language tracts for intrinsic frontotemporal diseases: A pilot reconstruction algorithm in a middle-income country</article-title>. <source>World Neurosurg</source>. (<year>2019</year>) <volume>125</volume>:<page-range>e729&#x2013;42</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.wneu.2019.01.163</pub-id>
</citation>
</ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rishishwar</surname> <given-names>L</given-names>
</name>
<name>
<surname>Conley</surname> <given-names>AB</given-names>
</name>
<name>
<surname>Wigington</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L</given-names>
</name>
<name>
<surname>Valderrama-Aguirre</surname> <given-names>A</given-names>
</name>
<name>
<surname>King Jordan</surname> <given-names>I</given-names>
</name>
</person-group>. <article-title>Ancestry, admixture and fitness in Colombian genomes</article-title>. <source>Sci Rep</source>. (<year>2015</year>) <volume>5</volume>:<fpage>12376</fpage>. <uri xlink:href="https://www.nature.com/articles/srep12376">https://www.nature.com/articles/srep12376</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Walsh</surname> <given-names>KM</given-names>
</name>
<name>
<surname>Neff</surname> <given-names>C</given-names>
</name>
<name>
<surname>Bondy</surname> <given-names>ML</given-names>
</name>
<name>
<surname>Kruchko</surname> <given-names>C</given-names>
</name>
<name>
<surname>Huse</surname> <given-names>JT</given-names>
</name>
<name>
<surname>Amos</surname> <given-names>CI</given-names>
</name>
<etal/>
</person-group>. <article-title>Influence of county-level geographic/ancestral origin on glioma incidence and outcomes in US Hispanics</article-title>. <source>Neuro-Oncol</source>. (<year>2023</year>) <volume>25</volume>:<fpage>398</fpage>&#x2013;<lpage>406</lpage>. <uri xlink:href="https://academic.oup.com/neuro-oncology/article-abstract/25/2/398/6648782">https://academic.oup.com/neuro-oncology/article-abstract/25/2/398/6648782</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Le Rhun</surname> <given-names>E</given-names>
</name>
<name>
<surname>Weller</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Sex-specific aspects of epidemiology, molecular genetics and outcome: primary brain tumors</article-title>. <source>ESMO Open</source>. (<year>2020</year>) <volume>5</volume>:<elocation-id>e001034</elocation-id>. <uri xlink:href="https://www.sciencedirect.com/science/article/pii/S2059702920326855">https://www.sciencedirect.com/science/article/pii/S2059702920326855</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B24">
<label>24</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Danfors</surname> <given-names>T</given-names>
</name>
<name>
<surname>Ribom</surname> <given-names>D</given-names>
</name>
<name>
<surname>Berntsson</surname> <given-names>SG</given-names>
</name>
<name>
<surname>Smits</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Epileptic seizures and survival in early disease of grade 2 gliomas: Epilepsy and survival in low-grade gliomas</article-title>. <source>Eur J Neurol</source>. (<year>2009</year>) <volume>16</volume>:<page-range>823&#x2013;31</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1468-1331.2009.02599.x</pub-id>
</citation>
</ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Larjavaara</surname> <given-names>S</given-names>
</name>
<name>
<surname>M&#xe4;ntyl&#xe4;</surname> <given-names>R</given-names>
</name>
<name>
<surname>Salminen</surname> <given-names>T</given-names>
</name>
<name>
<surname>Haapasalo</surname> <given-names>H</given-names>
</name>
<name>
<surname>Raitanen</surname> <given-names>J</given-names>
</name>
<name>
<surname>J&#xe4;&#xe4;skel&#xe4;inen</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Incidence of gliomas by anatomic location</article-title>. <source>Neuro-Oncol</source>. (<year>2007</year>) <volume>9</volume>:<page-range>319&#x2013;25</page-range>. <uri xlink:href="https://academic.oup.com/neuro-oncology/article-abstract/9/3/319/1051058">https://academic.oup.com/neuro-oncology/article-abstract/9/3/319/1051058</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Latini</surname> <given-names>F</given-names>
</name>
<name>
<surname>Fahlstr&#xf6;m</surname> <given-names>M</given-names>
</name>
<name>
<surname>Hesselager</surname> <given-names>G</given-names>
</name>
<name>
<surname>Zetterling</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ryttlefors</surname> <given-names>M</given-names>
</name>
</person-group>. <article-title>Differences in the preferential location and invasiveness of diffuse low-grade gliomas and their impact on outcome</article-title>. <source>Cancer Med</source>. (<year>2020</year>) <volume>9</volume>:<page-range>5446&#x2013;58</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/cam4.3216</pub-id>
</citation>
</ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McCormack</surname> <given-names>RM</given-names>
</name>
<name>
<surname>Zhu</surname> <given-names>P</given-names>
</name>
<name>
<surname>Dono</surname> <given-names>A</given-names>
</name>
<name>
<surname>Takayasu</surname> <given-names>T</given-names>
</name>
<name>
<surname>Bhatia</surname> <given-names>A</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>AI</given-names>
</name>
<etal/>
</person-group>. <article-title>Role of ethnicity and geographic location on glioblastoma IDH1/IDH2 mutations</article-title>. <source>World Neurosurg</source>. (<year>2021</year>) <volume>149</volume>:<page-range>e894&#x2013;912</page-range>. <uri xlink:href="https://www.sciencedirect.com/science/article/pii/S1878875021001108">https://www.sciencedirect.com/science/article/pii/S1878875021001108</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aguirre-Cruz</surname> <given-names>L</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-P&#xe9;rez</surname> <given-names>CE</given-names>
</name>
<name>
<surname>de la Cruz-Aguilera</surname> <given-names>DL</given-names>
</name>
<name>
<surname>Acosta-Castillo</surname> <given-names>GI</given-names>
</name>
<name>
<surname>Ruano-Calder&#xf3;n</surname> <given-names>L</given-names>
</name>
<name>
<surname>Mart&#xed;nez-Moreno</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Descriptive epidemiology and frequency variations of astrocytic tumors in the National Institute of Neurology and Neurosurgery of Mexico</article-title>. <source>Salud P&#xfa;blica M&#xe9;xico</source>. (<year>2020</year>) <volume>62</volume>:<page-range>255&#x2013;61</page-range>. <uri xlink:href="https://www.scielo.org.mx/scielo.php?pid=S0036-36342020000300255&amp;script=sci_abstract&amp;tlng=en">https://www.scielo.org.mx/scielo.php?pid=S0036-36342020000300255&amp;script=sci_abstract&amp;tlng=en</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palacios-Saucedo G del</surname> <given-names>C</given-names>
</name>
<name>
<surname>Padilla-Mart&#xed;nez</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>D&#xe1;vila-Gayt&#xe1;n</surname> <given-names>AG</given-names>
</name>
<name>
<surname>Herrera-Rivera</surname> <given-names>CG</given-names>
</name>
<name>
<surname>V&#xe1;zquez-Guill&#xe9;n</surname> <given-names>JM</given-names>
</name>
<name>
<surname>Rivera-Morales</surname> <given-names>LG</given-names>
</name>
<etal/>
</person-group>. <article-title>Factores asociados a sobrevida a un a&#xf1;o en pacientes postoperados de glioblastoma</article-title>. <source>Cir Cir</source>. (<year>2023</year>) <volume>91</volume>:<fpage>397</fpage>&#x2013;<lpage>402</lpage>. <uri xlink:href="https://www.scielo.org.mx/scielo.php?pid=S2444-054X2023000300397&amp;script=sci_arttext">https://www.scielo.org.mx/scielo.php?pid=S2444-054X2023000300397&amp;script=sci_arttext</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rodr&#xed;guez-Florido</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Feria-Romero</surname> <given-names>IA</given-names>
</name>
<name>
<surname>Nettel-Rueda</surname> <given-names>B</given-names>
</name>
<name>
<surname>Guerrero-Cantera</surname> <given-names>J</given-names>
</name>
<name>
<surname>Orozco-Su&#xe1;rez</surname> <given-names>S</given-names>
</name>
<name>
<surname>Chavez</surname> <given-names>JA</given-names>
</name>
<etal/>
</person-group>. <article-title>Semi-quantitative evaluation of brain gliomas in adults: A focus on neuropathological characteristics</article-title>. <source>Gac M&#xe9;dica M&#xe9;xico</source>. (<year>2019</year>) <volume>155</volume>:<page-range>439&#x2013;46</page-range>. <uri xlink:href="https://www.scielo.org.mx/scielo.php?pid=S0016-38132019000500439&amp;script=sci_arttext&amp;tlng=en">https://www.scielo.org.mx/scielo.php?pid=S0016-38132019000500439&amp;script=sci_arttext&amp;tlng=en</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gomes</surname> <given-names>I</given-names>
</name>
<name>
<surname>Moreno</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Dos Reis</surname> <given-names>MB</given-names>
</name>
<name>
<surname>Da Silva</surname> <given-names>LS</given-names>
</name>
<name>
<surname>Leal</surname> <given-names>LF</given-names>
</name>
<name>
<surname>Gon&#xe7;alves</surname> <given-names>GM</given-names>
</name>
<etal/>
</person-group>. <article-title>Low MGMT digital expression is associated with a better outcome of IDH1 wildtype glioblastomas treated with temozolomide</article-title>. <source>J Neurooncol</source>. (<year>2021</year>) <volume>151</volume>:<page-range>135&#x2013;44</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11060-020-03675-6</pub-id>
</citation>
</ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santos</surname> <given-names>BL</given-names>
</name>
<name>
<surname>Oliveira</surname> <given-names>AMP</given-names>
</name>
<name>
<surname>Oliveira</surname> <given-names>HA</given-names>
</name>
<name>
<surname>de Amorim</surname> <given-names>RLO</given-names>
</name>
</person-group>. <article-title>Primary central nervous system tumors in Sergipe, Brazil: descriptive epidemiology between 2010 and 2018</article-title>. <source>Arq Neuropsiquiatr</source>. (<year>2021</year>) <volume>79</volume>:<page-range>504&#x2013;10</page-range>. <uri xlink:href="https://www.scielo.br/j/anp/a/Y9PmtYKcWgzQX4FnmTY4PfD/?lang=en">https://www.scielo.br/j/anp/a/Y9PmtYKcWgzQX4FnmTY4PfD/?lang=en</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Silva</surname> <given-names>CN</given-names>
</name>
<name>
<surname>Amoroso</surname> <given-names>MHR</given-names>
</name>
<name>
<surname>Sousa</surname> <given-names>AA</given-names>
</name>
<name>
<surname>Alves</surname> <given-names>LG</given-names>
</name>
<name>
<surname>Amoroso</surname> <given-names>MAR</given-names>
</name>
<name>
<surname>Amaro</surname> <given-names>DS</given-names>
</name>
</person-group>. <article-title>Analysis of the Epidemiological Profile of Glioblastomas in Brazil Between 2012 and 2021: evidence and challenges for public health</article-title>. <source>J Bras Neurocirur</source>. (<year>2024</year>) <volume>35</volume>:<fpage>66</fpage>&#x2013;<lpage>74</lpage>. <uri xlink:href="https://www.jbnc.org.br/artigo/analise-do-perfil-epidemiologico-de-glioblastomas-no-brasil-entre-2012-e-2021-evidencias-e-desafios-para-a-saude-publica/1575">https://www.jbnc.org.br/artigo/analise-do-perfil-epidemiologico-de-glioblastomas-no-brasil-entre-2012-e-2021-evidencias-e-desafios-para-a-saude-publica/1575</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B34">
<label>34</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Su&#xe1;rez</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Zunino</surname> <given-names>S</given-names>
</name>
<name>
<surname>Viano</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Herrera</surname> <given-names>E</given-names>
</name>
<name>
<surname>Theaux</surname> <given-names>R</given-names>
</name>
<name>
<surname>Surur</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Gliomas cerebrales de bajo grado en el adulto</article-title>. <source>Rev Argent Neurocir</source>. (<year>2008</year>) <volume>22</volume>. <uri xlink:href="http://www.scielo.org.ar/scielo.php?pid=S1850-15322008000100006&amp;script=sci_arttext&amp;tlng=pt">http://www.scielo.org.ar/scielo.php?pid=S1850-15322008000100006&amp;script=sci_arttext&amp;tlng=pt</uri>.</citation>
</ref>
<ref id="B35">
<label>35</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Merenzon</surname> <given-names>MA</given-names>
</name>
<name>
<surname>G&#xf3;mez Escalante</surname> <given-names>JI</given-names>
</name>
<name>
<surname>Prost</surname> <given-names>D</given-names>
</name>
<name>
<surname>Seoane</surname> <given-names>E</given-names>
</name>
<name>
<surname>Mazz&#xf3;n</surname> <given-names>A</given-names>
</name>
<name>
<surname>Rojas Bilbao</surname> <given-names>&#xc9;</given-names>
</name>
</person-group>. <article-title>Algoritmo para el diagn&#xf3;stico integrado de los gliomas 2021. Nuestra experiencia</article-title>. <source>Med B Aires</source>. (<year>2022</year>) <volume>82</volume>:<page-range>370&#x2013;5</page-range>. <uri xlink:href="http://www.scielo.org.ar/scielo.php?pid=S0025-76802022000500370&amp;script=sci_abstract&amp;tlng=en">http://www.scielo.org.ar/scielo.php?pid=S0025-76802022000500370&amp;script=sci_abstract&amp;tlng=en</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B36">
<label>36</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montiel</surname> <given-names>SS</given-names>
</name>
</person-group>. <article-title>Gliomas insulares gigantes, una propuesta de manejo quir&#xfa;rgico</article-title>. <source>Rev Chil Neurocir</source>. (<year>2023</year>) <volume>49</volume>:<page-range>114&#x2013;22</page-range>. <uri xlink:href="https://revistaChilenadeneurocirugia.com/index.php/revchilneurocirugia/article/view/431">https://revistaChilenadeneurocirugia.com/index.php/revchilneurocirugia/article/view/431</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B37">
<label>37</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>van der Voort</surname> <given-names>SR</given-names>
</name>
<name>
<surname>Incekara</surname> <given-names>F</given-names>
</name>
<name>
<surname>Wijnenga</surname> <given-names>MMJ</given-names>
</name>
<name>
<surname>Kapsas</surname> <given-names>G</given-names>
</name>
<name>
<surname>Gahrmann</surname> <given-names>R</given-names>
</name>
<name>
<surname>Schouten</surname> <given-names>JW</given-names>
</name>
<etal/>
</person-group>. <article-title>Combined molecular subtyping, grading, and segmentation of glioma using multi-task deep learning</article-title>. <source>Neuro-Oncol</source>. (<year>2023</year>) <volume>25</volume>:<page-range>279&#x2013;89</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/neuonc/noac166</pub-id>
</citation>
</ref>
<ref id="B38">
<label>38</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Marostica</surname> <given-names>E</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>W</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>A pathology foundation model for cancer diagnosis and prognosis prediction</article-title>. <source>Nature</source>. (<year>2024</year>) <volume>634</volume>:<page-range>970&#x2013;8</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41586-024-07894-z</pub-id>
</citation>
</ref>
<ref id="B39">
<label>39</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nasrallah</surname> <given-names>MP</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Tsai</surname> <given-names>CC</given-names>
</name>
<name>
<surname>Meredith</surname> <given-names>D</given-names>
</name>
<name>
<surname>Marostica</surname> <given-names>E</given-names>
</name>
<name>
<surname>Ligon</surname> <given-names>KL</given-names>
</name>
<etal/>
</person-group>. <article-title>Machine learning for cryosection pathology predicts the 2021 WHO classification of glioma</article-title>. <source>Med</source>. (<year>2023</year>) <volume>4</volume>:<fpage>526</fpage>&#x2013;<lpage>540.e4</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.medj.2023.06.002</pub-id>
</citation>
</ref>
<ref id="B40">
<label>40</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<collab>Cancer Genome Atlas Research Network</collab>
<name>
<surname>Weinstein</surname> <given-names>JN</given-names>
</name>
<name>
<surname>Collisson</surname> <given-names>EA</given-names>
</name>
<name>
<surname>Mills</surname> <given-names>GB</given-names>
</name>
<name>
<surname>Shaw</surname> <given-names>KRM</given-names>
</name>
<name>
<surname>Ozenberger</surname> <given-names>BA</given-names>
</name>
<etal/>
</person-group>. <article-title>The Cancer Genome Atlas Pan-Cancer analysis project</article-title>. <source>Nat Genet</source>. (<year>2013</year>) <volume>45</volume>:<page-range>1113&#x2013;20</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ng.2764</pub-id>
</citation>
</ref>
<ref id="B41">
<label>41</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ji</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Ge</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chukwudi</surname> <given-names>C</given-names>
</name>
<name>
<surname>U</surname> <given-names>K</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Counterfactual bidirectional co-attention transformer for integrative histology-genomic cancer risk stratification</article-title>. <source>IEEE J BioMed Health Inform</source>. (<year>2025</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.1109/JBHI.2025.3548048</pub-id>
</citation>
</ref>
<ref id="B42">
<label>42</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hua</surname> <given-names>W</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Qiu</surname> <given-names>T</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<etal/>
</person-group>. <article-title>Neurosurgical application of pineal region tumor resection with 3D 4K exoscopy via infratentorial approach: a retrospective cohort study</article-title>. <source>Int J Surg Lond Engl</source>. (<year>2023</year>) <volume>109</volume>:<page-range>4062&#x2013;72</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/JS9.0000000000000707</pub-id>
</citation>
</ref>
<ref id="B43">
<label>43</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chang</surname> <given-names>T</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Quan</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S</given-names>
</name>
<name>
<surname>Liao</surname> <given-names>J</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Glioma-induced neural functional remodeling in the hand motor cortex: precise mapping with ECoG grids during awake craniotomy-experimental research</article-title>. <source>Int J Surg Lond Engl</source>. (<year>2025</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.1097/JS9.0000000000002277</pub-id>
</citation>
</ref>
<ref id="B44">
<label>44</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>X</given-names>
</name>
<name>
<surname>Zhuang</surname> <given-names>Q</given-names>
</name>
<name>
<surname>Ming Chen</surname> <given-names>BS</given-names>
</name>
<name>
<surname>Lyu</surname> <given-names>J</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L</given-names>
</name>
<etal/>
</person-group>. <article-title>Roving histological imaging for navigation-confirmed glioma negative margin by handheld endomicroscopy: a parallel controlled study</article-title>. <source>Int J Surg Lond Engl</source>. (<year>2025</year>). doi:&#xa0;<pub-id pub-id-type="doi">10.1097/JS9.0000000000002292</pub-id>
</citation>
</ref>
<ref id="B45">
<label>45</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xing</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Yasinjan</surname> <given-names>F</given-names>
</name>
<name>
<surname>Cui</surname> <given-names>J</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>Y</given-names>
</name>
<name>
<surname>He</surname> <given-names>M</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>W</given-names>
</name>
<etal/>
</person-group>. <article-title>Advancements and current trends in tumor treating fields: a scientometric analysis</article-title>. <source>Int J Surg Lond Engl</source>. (<year>2024</year>) <volume>110</volume>:<page-range>2978&#x2013;91</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1097/JS9.0000000000001151</pub-id>
</citation>
</ref>
<ref id="B46">
<label>46</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Teske</surname> <given-names>N</given-names>
</name>
<name>
<surname>Tonn</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Karschnia</surname> <given-names>P</given-names>
</name>
</person-group>. <article-title>How to evaluate extent of resection in diffuse gliomas: from standards to new methods</article-title>. <source>Curr Opin Neurol</source>. (<year>2023</year>) <volume>36</volume>:<page-range>564&#x2013;70</page-range>. <uri xlink:href="https://journals.lww.com/co-neurology/fulltext/2023/12000/how_to_evaluate_extent_of_resection_in_diffuse.11.aspx">https://journals.lww.com/co-neurology/fulltext/2023/12000/how_to_evaluate_extent_of_resection_in_diffuse.11.aspx</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B47">
<label>47</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lakomy</surname> <given-names>R</given-names>
</name>
<name>
<surname>Kazda</surname> <given-names>T</given-names>
</name>
<name>
<surname>Selingerova</surname> <given-names>I</given-names>
</name>
<name>
<surname>Poprach</surname> <given-names>A</given-names>
</name>
<name>
<surname>Pospisil</surname> <given-names>P</given-names>
</name>
<name>
<surname>Belanova</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Real-world evidence in glioblastoma: stupp&#x2019;s regimen after a decade</article-title>. <source>Front Oncol</source>. (<year>2020</year>) <volume>10</volume>:<elocation-id>840/full</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fonc.2020.00840/full</pub-id>
</citation>
</ref>
<ref id="B48">
<label>48</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Polonara</surname> <given-names>G</given-names>
</name>
<name>
<surname>Aiudi</surname> <given-names>D</given-names>
</name>
<name>
<surname>Iacoangeli</surname> <given-names>A</given-names>
</name>
<name>
<surname>Raggi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Ottaviani</surname> <given-names>MM</given-names>
</name>
<name>
<surname>Antonini</surname> <given-names>R</given-names>
</name>
<etal/>
</person-group>. <article-title>Glioblastoma: A retrospective analysis of the role of the maximal surgical resection on overall survival and progression free survival</article-title>. <source>Biomedicines</source>. (<year>2023</year>) <volume>11</volume>:<fpage>739</fpage>. <uri xlink:href="https://www.mdpi.com/2227-9059/11/3/739">https://www.mdpi.com/2227-9059/11/3/739</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
<ref id="B49">
<label>49</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Karschnia</surname> <given-names>P</given-names>
</name>
<name>
<surname>Gerritsen</surname> <given-names>JK</given-names>
</name>
<name>
<surname>Teske</surname> <given-names>N</given-names>
</name>
<name>
<surname>Cahill</surname> <given-names>DP</given-names>
</name>
<name>
<surname>Jakola</surname> <given-names>AS</given-names>
</name>
<name>
<surname>van den Bent</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>The oncological role of resection in newly diagnosed diffuse adult-type glioma defined by the WHO 2021 classification: a Review by the RANO resect group</article-title>. <source>Lancet Oncol</source>. (<year>2024</year>) <volume>25</volume>:<page-range>e404&#x2013;19</page-range>. <uri xlink:href="https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(24)00130-X/fulltext">https://www.thelancet.com/journals/lanonc/article/PIIS1470-2045(24)00130-X/fulltext</uri> (<access-date>Accessed September 10, 2024</access-date>).</citation>
</ref>
</ref-list>
</back>
</article>