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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Aging</journal-id>
<journal-title>Frontiers in Aging</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Aging</abbrev-journal-title>
<issn pub-type="epub">2673-6217</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1526230</article-id>
<article-id pub-id-type="doi">10.3389/fragi.2024.1526230</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Aging</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Hallmarks of aging: middle-aging hypovascularity, tissue perfusion and nitric oxide perspective on healthspan</article-title>
<alt-title alt-title-type="left-running-head">Phua</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fragi.2024.1526230">10.3389/fragi.2024.1526230</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Phua</surname>
<given-names>Teow J.</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1596330/overview"/>
<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/formal-analysis/"/>
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<aff>
<institution>Molecular Medicine</institution>, <institution>NSW Health Pathology</institution>, <institution>John Hunter Hospital</institution>, <addr-line>Newcastle</addr-line>, <addr-line>NSW</addr-line>, <country>Australia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2529166/overview">Xurde M. Caravia</ext-link>, University of Texas Southwestern Medical Center, United States</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/192429/overview">Ana Navarro</ext-link>, Universidad de Oviedo Mieres, Spain</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2901569/overview">Neha Ahuja</ext-link>, University of Texas Southwestern Medical Center, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Teow J. Phua, <email>teowjphua@gmail.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>5</volume>
<elocation-id>1526230</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Phua.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Phua</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>
<p>Aging is a complex process marked by various changes at both cellular and systemic levels, impacting the functioning and lifespan of organisms. Over time, researchers have pinpointed several significant hallmarks of aging that lead to the gradual deterioration of tissue function, regulation, and homeostasis associated with aging in humans. Despite this, the intricate interactions and cumulative effects of these hallmarks are still mostly uncharted territory. Understanding this complex web is a major challenge in Geroscience, yet it is crucial for developing effective strategies that promote healthy aging, reduce medical costs, and ensure the sustainability of health systems. Gaining insights in this area is essential for creating interventions that can slow the aging process, enhance healthspan, and decrease the likelihood of age-related diseases. The integration of knowledge from various fields concerning the middle-aging nitric oxide (NO)-mediated hypovascularity hypoxia hemodynamic hypothesis points to a systems-based approach to the biological hallmarks of aging. Key evidence suggests a systemic connection between the endocrine system (specifically sex hormones), endogenous NO deficiency, and the vascular system, which serves as a network of microvascular structures crucial for tissue perfusion functions at cellular level. These processes also involve oxidative stress and inflammation triggered by hypoxia.</p>
</abstract>
<kwd-group>
<kwd>aging hallmarks</kwd>
<kwd>geroscience</kwd>
<kwd>vascular aging</kwd>
<kwd>tissue perfusion</kwd>
<kwd>nitric oxide</kwd>
<kwd>healthspan</kwd>
<kwd>causal inference</kwd>
<kwd>triangulation of evidence</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Molecular Mechanisms of Aging</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>These are the 12 interconnected hallmarks of aging that encompass genomic instability, telomere shortening, epigenetic modifications, protein imbalance, impaired macro-autophagy, disrupted nutrient-sensing pathways, mitochondrial dysfunction, cellular senescence, stem cell exhaustion, altered intercellular communication, chronic inflammation, and dysbiosis (<xref ref-type="bibr" rid="B90">L&#xf3;pez-Ot&#xed;n et al., 2023</xref>).</p>
<p>The intricate interplay and cumulative impact of these features remain largely unexplored in the context of age-related diseases progression and healthspan in humans (<xref ref-type="bibr" rid="B134">Rolland et al., 2023</xref>; <xref ref-type="bibr" rid="B2">Addie et al., 2024</xref>; <xref ref-type="bibr" rid="B40">Fekete et al., 2024</xref>).</p>
<p>The middle-aging hypovascularity hypoxia hypothesis presents evidence linking menopause or andropause in middle-aging to decreased blood flow (hemodynamic) due to endogenous NO-mediated microvascular (hypovascularity) and oxygenation reduction (hypoxia) (<xref ref-type="bibr" rid="B118">Phua, 2023</xref>). A decrease in NO-mediated microvascular structure (microvasculature-hypovascularity) in tissues with hypoxia and hemodynamic factors reveal a complex biological dysregulation linked to the emergence of vascular aging and tissue hypoperfusion. Over time, vascular aging involves the deterioration in vascular structure and function and ultimately leads to cumulative tissue (cellular) damage in the heart, brain, kidney, and other organs (<xref ref-type="bibr" rid="B28">Climie et al., 2023</xref>).</p>
<p>The intricate relationships and cumulative effects of these aging hallmarks are best understood through the lens of Geroscience (<xref ref-type="bibr" rid="B134">Rolland et al., 2023</xref>; <xref ref-type="bibr" rid="B2">Addie et al., 2024</xref>; <xref ref-type="bibr" rid="B40">Fekete et al., 2024</xref>), and the methodologies from population health epidemiology (<xref ref-type="bibr" rid="B76">LaMorte, 2021</xref>). This integrated knowledge translation establishes connections across different levels of biological organization, highlighting causal relationships (<xref ref-type="bibr" rid="B76">LaMorte, 2021</xref>) and triangulating evidence (<xref ref-type="bibr" rid="B54">Hammerton and Munaf&#xf2;, 2021</xref>; <xref ref-type="bibr" rid="B107">Munaf&#xf2; et al., 2021</xref>) for a clearer understanding of unifying biological structures and functions entities (<xref ref-type="bibr" rid="B57">Herman et al., 2022</xref>). It provides a comprehensive and deeper understanding of how various biological (heterogeneity) processes are carried out across different systems-based levels (<xref ref-type="bibr" rid="B77">Landay et al., 2021</xref>; <xref ref-type="bibr" rid="B38">Falshaw et al., 2024</xref>) (systemic-cellular) during human aging.</p>
</sec>
<sec id="s2">
<title>2 Systemic level: sex hormones, nitric oxide deficiency and vascular aging hypovascularity</title>
<sec id="s2-1">
<title>2.1 Sex hormones and nitric oxide deficiency</title>
<p>Both the prostate degeneration and middle-aging hypovascularity hypotheses indicate a decline in sex hormones and the NO-production during middle-aging (<xref ref-type="bibr" rid="B117">Phua, 2021</xref>; <xref ref-type="bibr" rid="B118">Phua, 2023</xref>). This period is marked by the cessation of estrogen production due to menopause (<xref ref-type="bibr" rid="B27">Cignarella et al., 2024</xref>) and a rise in serum testosterone deficiency (andropause) (<xref ref-type="bibr" rid="B89">Llukani et al., 2017</xref>; <xref ref-type="bibr" rid="B37">Erenpreiss et al., 2020</xref>; <xref ref-type="bibr" rid="B69">Kanabar et al., 2022</xref>). Advancing age is linked to lower overall NO-production in the body (<xref ref-type="bibr" rid="B142">Siervo et al., 2024</xref>), and the diminished bioavailability of NO in postmenopausal women is well established (<xref ref-type="bibr" rid="B43">Fredette et al., 2018</xref>; <xref ref-type="bibr" rid="B143">Somani et al., 2019</xref>).</p>
<p>In contrast, estrogen or menopause replacement therapy has been shown to significantly elevate plasma NO levels in postmenopausal women (<xref ref-type="bibr" rid="B94">Majmudar et al., 2000</xref>; <xref ref-type="bibr" rid="B5">Akhan et al., 2002</xref>). Similarly, testosterone replacement therapy results in a notable increase in NO-production (<xref ref-type="bibr" rid="B23">Campelo et al., 2012</xref>; <xref ref-type="bibr" rid="B61">Hotta et al., 2019</xref>; <xref ref-type="bibr" rid="B52">Gur et al., 2020</xref>; <xref ref-type="bibr" rid="B6">Akseh et al., 2021</xref>).</p>
</sec>
<sec id="s2-2">
<title>2.2 Nitric oxide deficiency and vascular aging hypovascularity</title>
<p>Testosterone or estrogen replacement therapy can effectively reverse the testosterone deprivation caused by orchiectomy in rats&#x2019; experiments with urethral hypovascularity (<xref ref-type="bibr" rid="B168">Yura et al., 2020</xref>; <xref ref-type="bibr" rid="B48">Gerbie et al., 2021</xref>). Hypogonadal status patients have been found to have decreased peri-urethral vascularity (<xref ref-type="bibr" rid="B59">Hofer et al., 2017</xref>).</p>
<p>Vascular aging, characterized by the many hypovascularity descriptions, is strongly linked to the progression of various age-related diseases, as highlighted by observational studies. Tissue hypoperfusion has been associated with Alzheimer&#x2019;s disease (<xref ref-type="bibr" rid="B136">Salminen, 2021</xref>) and vascular cognitive impairment (<xref ref-type="bibr" rid="B124">Rajeev et al., 2023</xref>). Additionally, macro-micro-angiopathy is connected to diabetes (<xref ref-type="bibr" rid="B93">Madonna et al., 2017</xref>) and associated erectile dysfunction (<xref ref-type="bibr" rid="B35">Defeudis et al., 2022</xref>). Capillary rarefaction is related to sarcopenia (<xref ref-type="bibr" rid="B55">Hayashi, 2021</xref>; <xref ref-type="bibr" rid="B67">Jeon et al., 2021</xref>; <xref ref-type="bibr" rid="B56">Hendrickse et al., 2022</xref>) and has repercussions for renal and cardiovascular disease (<xref ref-type="bibr" rid="B147">Steegh et al., 2024</xref>). Decreased densities of microvessel and microvascular structures are indicative of diabetic myocardial injuries (<xref ref-type="bibr" rid="B75">Wang et al., 2024</xref>) and overall cardiovascular health issues (<xref ref-type="bibr" rid="B75">Wang et al., 2024</xref>).</p>
<p>In two 60-day studies, canine orchiectomy was found to reduce prostate vascularization (hypovascularity) (<xref ref-type="bibr" rid="B10">Angrimani et al., 2020</xref>), perfusion (hypoperfusion), and blood flow volume (<xref ref-type="bibr" rid="B166">Yoon et al., 2020</xref>). The findings observed offer a distinctive explanation of the interplay among endocrine system (specifically sex hormones), endogenous NO-production, and the vascular system at both the systemic regional and the local cellular tissue levels. The local cellular tissue vascular system (niches) is exemplified by the microvascular hemodynamic structure that facilitates perfusion function to the tissue. This establishes a cohesive unifying relationship between structure and function across all levels of biological organization (<xref ref-type="bibr" rid="B57">Herman et al., 2022</xref>).</p>
<p>This underscores the critical relationship between systemic regional systems and local cellular tissue vascular niches, which synergistically influence the advancement of aging-related chronic diseases. These interactions (systemic-cellular) result in a progressive pathobiological condition characterized by vascular aging hypovascularity and impaired tissue perfusion (hypoperfusion).</p>
</sec>
</sec>
<sec id="s3">
<title>3 Cellular tissue level: vascular aging hypovascularity and tissue hypoperfusion-driven pathobiology</title>
<sec id="s3-1">
<title>3.1 Systemic diseases and vascular aging hypovascularity</title>
<p>Microcirculatory dysfunction due to vascular aging is now recognized as a systemic issue (<xref ref-type="bibr" rid="B42">Feuer et al., 2022</xref>; <xref ref-type="bibr" rid="B99">Meariman et al., 2023</xref>; <xref ref-type="bibr" rid="B156">Wagner et al., 2023</xref>). Reduced blood flow plays a significant role in exacerbating various pathological conditions, such as angina pectoris, atherosclerosis, coronary artery and microvascular disease (<xref ref-type="bibr" rid="B64">Tracy et al., 2021</xref>). The topic of &#x201c;Menopause and Your Heart&#x201d; explores the metabolic syndrome, which heightens the risk of diabetes, hypertension, and weight gain (<xref ref-type="bibr" rid="B16">British Heart Foundation, 2024</xref>). The decline in estrogen production affects metabolism, raising the likelihood of obesity and diabetes (<xref ref-type="bibr" rid="B27">Cignarella et al., 2024</xref>). Additionally, capillary rarefaction is linked to obesity, metabolic disorders, and glucose homeostasis (<xref ref-type="bibr" rid="B113">Paavonsalo et al., 2020</xref>).</p>
<p>Estrogen plays a crucial role in maintaining the integrity of blood vessels in bone during both pregnancy and menopause (<xref ref-type="bibr" rid="B133">Rodrigues et al., 2022</xref>). Research indicates that the modulation of estrogen <italic>via</italic> estradiol stimulates the release of vasoactive substances, including NO and prostacyclin, while also promoting the production of angiotensin1-7 along the angiotensin axis (<xref ref-type="bibr" rid="B110">Novella et al., 2019</xref>). The production of angiotensin1-7 leads to a range of beneficial effects, such as vasodilation, reduced inflammation, prevention of fibrosis, inhibition of angiogenesis, and lower blood pressure (<xref ref-type="bibr" rid="B153">Touyz and Montezano, 2018</xref>), as well as improvements in glucose and lipid balance (<xref ref-type="bibr" rid="B82">Lelis et al., 2019</xref>).</p>
<p>Structural changes in small resistance arteries are regarded as the gold standard for evaluating hypertension, as opposed to the typical microvascular remodeling (<xref ref-type="bibr" rid="B129">Rizzoni et al., 2023</xref>). On the other hand, some researchers attribute hypertension to capillary and microvascular rarefaction (<xref ref-type="bibr" rid="B105">Mourad and Laville, 2006</xref>; <xref ref-type="bibr" rid="B86">Liang et al., 2019</xref>; <xref ref-type="bibr" rid="B83">le Noble et al., 2023</xref>). Hypertension associated with cancer therapies underscores the significant impact of factors such as decreased NO-generation, oxidative stress, endothelin-1, prostaglandins, endothelial dysfunction, heightened sympathetic activity, and microvascular rarefaction (<xref ref-type="bibr" rid="B29">Cohen et al., 2023</xref>).</p>
<p>Likewise, Chinese patients undergoing androgen deprivation therapy for prostate cancer face an increased risk of developing new instances of hypertension, diabetes, and hyperlipidemia (<xref ref-type="bibr" rid="B163">Wong et al., 2022</xref>). Similarly, it increases the risk of weight gain, emotional changes, cardiovascular disease, diabetes and osteoporosis (<xref ref-type="bibr" rid="B92">MacLennan et al., 2023</xref>).</p>
</sec>
<sec id="s3-2">
<title>3.2 Microvascular hemodynamic structure and hypoperfusion-driven pathobiology</title>
<p>Significantly, most human tissues are exposed to <italic>in vivo</italic> oxygen levels between 2% and 6% (bioavailability), commonly known as physoxia (<xref ref-type="bibr" rid="B98">McKeown, 2014</xref>) or physioxia (<xref ref-type="bibr" rid="B3">Adebayo and Nakshatri, 2022</xref>; <xref ref-type="bibr" rid="B7">Alva et al., 2022</xref>), due to blood flow circulation (<xref ref-type="bibr" rid="B121">Premont et al., 2020</xref>). The microcirculation within microvascular networks plays a crucial role in ensuring adequate tissue perfusion, delivering essential oxygen and nutrients, facilitating waste removal, and supporting immune functions. Such microcirculation is critical for cellular tissue function, regulation, and overall homeostasis (<xref ref-type="bibr" rid="B53">Guven et al., 2020</xref>; <xref ref-type="bibr" rid="B108">Munoz et al., 2020</xref>; <xref ref-type="bibr" rid="B62">Hsia, 2023</xref>; <xref ref-type="bibr" rid="B138">Satish and Tadi, 2023</xref>). However, the aging process is marked by a gradual decline in tissue perfusion (<xref ref-type="bibr" rid="B162">Wolters et al., 2017</xref>; <xref ref-type="bibr" rid="B145">Staffaroni et al., 2019</xref>).</p>
<p>This NO-mediated vascular aging hypovascularity and tissue hypoperfusion-driven impairment in delivering oxygen and nutrients, facilitating waste removal and immune function, triggers the concurrent activation of multiple aging hallmarks pathobiology mechanisms (<xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Aging nitric oxide deficiency and aging hypovascularity hypoperfusion.</p>
</caption>
<graphic xlink:href="fragi-05-1526230-g001.tif"/>
</fig>
<p>The few examples of individual hallmarks mentioned below illustrate the interactive presence of multiple aging hallmarks driven by hypovascularity and hypoperfusion pathobiology. A lack of oxygen delivery (hypoxia) leads to a decrease in metabolic rate due to the inability of mitochondria to perform oxidative phosphorylation (<xref ref-type="bibr" rid="B161">Wilson, 2017</xref>; <xref ref-type="bibr" rid="B155">Vercellino and Sazanov, 2022</xref>; <xref ref-type="bibr" rid="B96">Mao et al., 2024</xref>), resulting in a shift toward aerobic glycolysis, known as the Warburg effect (<xref ref-type="bibr" rid="B115">Pascale et al., 2020</xref>; <xref ref-type="bibr" rid="B97">Martins Pinto et al., 2023</xref>). Patients with suspected coronary microvascular disease exhibit unique microcirculatory resistance and myocardial metabolic profiles, both at rest and in response to physical activity (<xref ref-type="bibr" rid="B109">Noaman et al., 2023</xref>).</p>
<p>Impairments in nutrient supply involve the dysregulation of nutrient sensing, which impacts cellular metabolism, cellular senescence (proliferation), glands secretion (such as insulin), and promotes increased autophagy activity (<xref ref-type="bibr" rid="B51">Gonz&#xe1;lez et al., 2020</xref>; <xref ref-type="bibr" rid="B114">Parmar et al., 2022</xref>; <xref ref-type="bibr" rid="B65">Huynh et al., 2023</xref>). Microvascular rarefaction may lead to an imbalance between perfusion and metabolic demand in metabolic syndrome, as local metabolic requirements are not adequately fulfilled due to insufficient nutrient and oxygen supply (<xref ref-type="bibr" rid="B163">Wong et al., 2022</xref>).</p>
<p>Furthermore, the microvascular hemodynamic vascular and lymphatic systems responsible for cellular waste removal become compromised, resulting in the buildup of wasteosomes (<xref ref-type="bibr" rid="B127">Riba et al., 2022</xref>). Corpora amylacea, which are starch-like bodies, are associated with tau in Alzheimer&#x2019;s disease (<xref ref-type="bibr" rid="B128">Riba et al., 2023</xref>; <xref ref-type="bibr" rid="B32">Dallmeier et al., 2024</xref>) and are prevalent in cases of prostate enlargement (<xref ref-type="bibr" rid="B148">Sun and Bao, 2013</xref>; <xref ref-type="bibr" rid="B116">Badea et al., 2015</xref>; <xref ref-type="bibr" rid="B66">Ichimata et al., 2024</xref>). This blood stasis can clarify the hormetic-biphasic dose/concentration relationships of NO (<xref ref-type="bibr" rid="B21">Calabrese et al., 2023b</xref>) and defines the limits of lifespan (<xref ref-type="bibr" rid="B22">Calabrese et al., 2023a</xref>). The immunological aspect of pathobiology is characterized by a deterioration of immune function, commonly referred to as immunosenescence (<xref ref-type="bibr" rid="B150">Rodrigues et al., 2021</xref>; <xref ref-type="bibr" rid="B139">Sayed et al., 2021</xref>; <xref ref-type="bibr" rid="B78">Lee K.-A. et al., 2022</xref>).</p>
<p>In humans, vascular aging is characterized by a decline in microvasculature (hypovascularity) (<xref ref-type="bibr" rid="B160">Wei et al., 2017</xref>; <xref ref-type="bibr" rid="B26">Chua et al., 2024</xref>; <xref ref-type="bibr" rid="B71">Kellner et al., 2024</xref>), perfusion (hypoperfusion) (<xref ref-type="bibr" rid="B87">Lin et al., 2019</xref>; <xref ref-type="bibr" rid="B88">Liu et al., 2021</xref>), and hemodynamic (<xref ref-type="bibr" rid="B70">Kavroulakis et al., 2021</xref>; <xref ref-type="bibr" rid="B81">Leidhin et al., 2021</xref>; <xref ref-type="bibr" rid="B131">Roberts et al., 2023</xref>).</p>
<p>Applying the principles of population health epidemiology often leads to viewing components like microvasculature, perfusion, and hemodynamic purely as associations rather than as causal relationships (<xref ref-type="bibr" rid="B76">LaMorte, 2021</xref>). However, these components create a cohesive unifying framework linking structures and functions (<xref ref-type="bibr" rid="B57">Herman et al., 2022</xref>) within the context of the pathobiological effects driven by hypoperfusion, which can significantly influence cellular tissue healthspan. By triangulating related evidence (<xref ref-type="bibr" rid="B54">Hammerton and Munaf&#xf2;, 2021</xref>; <xref ref-type="bibr" rid="B107">Munaf&#xf2; et al., 2021</xref>), we can recognize these systemic endocrine-NO-vascular systems (<xref ref-type="bibr" rid="B77">Landay et al., 2021</xref>) as having causal links to cellular tissue microvascular hemodynamic structures and perfusion functions (microvasculature-perfusion-hemodynamic). This triangulation is particularly relevant in understanding the heterogeneity of biological aging and allows for more precise big picture causal inferences regarding the stages of disease progression, from onset to early preclinical induction phases and latency through to manifest and late clinical stages (<xref ref-type="bibr" rid="B76">LaMorte, 2021</xref>) (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Triangulation causality in heterogeneity biological aging.</p>
</caption>
<graphic xlink:href="fragi-05-1526230-g002.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Retinal microvasculature and aging biomarkers</title>
<p>Currently, there is a research gap in the validation of aging biomarkers that are suitable for clinical application (<xref ref-type="bibr" rid="B13">Bao et al., 2023</xref>; <xref ref-type="bibr" rid="B104">Moqri et al., 2024</xref>), particularly regarding their relationship with vascular aging and microvessel diseases (microvasculature) (<xref ref-type="bibr" rid="B130">Rizzoni et al., 2019</xref>; <xref ref-type="bibr" rid="B106">Mun et al., 2023</xref>).</p>
<p>The aging retinal microvasculature (<xref ref-type="bibr" rid="B1">Abay et al., 2022</xref>) presents a valuable opportunity for the translational validation of aging biomarkers. Numerous studies have investigated its structural and blood flow changes, revealing connections to vascular aging (<xref ref-type="bibr" rid="B50">G&#xf3;mez-S&#xe1;nchez et al., 2022</xref>), sex hormones (<xref ref-type="bibr" rid="B95">Malan et al., 2015</xref>; <xref ref-type="bibr" rid="B11">Aribas et al., 2022</xref>), and androgen deprivation therapy (<xref ref-type="bibr" rid="B141">Shin et al., 2020</xref>). Additionally, it shows correlations with chronic illnesses including dementia risk (<xref ref-type="bibr" rid="B126">Rebou&#xe7;as et al., 2023</xref>), chronic kidney disease/hypertension (<xref ref-type="bibr" rid="B44">Frost et al., 2021</xref>; <xref ref-type="bibr" rid="B45">Fursova et al., 2021</xref>), cardiovascular disease (<xref ref-type="bibr" rid="B85">Zhong et al., 2022</xref>; <xref ref-type="bibr" rid="B71">Kellner et al., 2024</xref>), diabetes (<xref ref-type="bibr" rid="B73">Kim et al., 2022</xref>; <xref ref-type="bibr" rid="B41">Marques et al., 2022</xref>), and hypertension (<xref ref-type="bibr" rid="B169">Zeng et al., 2022</xref>).</p>
<p>This necessitates the development of novel statistical analyses to determine a correlation coefficient index and ratio between retinal microvascular density and various aging biomarkers. These biomarkers include those related to oxidative stress, inflammation, oxygen levels, hypoxia-inducible factors, NO levels, amyloidosis (amyloid-beta), autophagy, epithelial-mesenchymal transition, sex hormones, and their associated symptoms. Such an approach would facilitate more accurate early prediction, intervention, screening, and monitoring, leading to a refined assessment of biological aging.</p>
</sec>
</sec>
<sec id="s4">
<title>4 Nitric oxide bioavailability and healthspan</title>
<sec id="s4-1">
<title>4.1 Nitric oxide: health and disease</title>
<p>In a healthy normative state, the NO-cyclic 3&#x2032;-5&#x2032; guanosine monophosphate signaling pathway plays a critical role on smooth muscle tone, platelet activity, cardiac contractility, renal function and fluid balance, and cell growth (<xref ref-type="bibr" rid="B103">M&#xf3;nica et al., 2016</xref>). NO has important roles in the regulation of kidney, cardiovascular and metabolic functions (<xref ref-type="bibr" rid="B24">Carlstr&#xf6;m, 2021</xref>). NO promotes and maintains vasodilation (<xref ref-type="bibr" rid="B15">B&#xf6;ger and Hannemann, 2020</xref>), angiogenesis (<xref ref-type="bibr" rid="B170">Zhang et al., 2023</xref>), and vascular function (<xref ref-type="bibr" rid="B151">Tejero et al., 2019</xref>; <xref ref-type="bibr" rid="B30">Costa et al., 2021</xref>; <xref ref-type="bibr" rid="B91">Loscalzo, 2024</xref>).</p>
<p>Conversely, decreasing levels of NO play a significant role in the development of hypertension (<xref ref-type="bibr" rid="B33">da Silva et al., 2021</xref>; <xref ref-type="bibr" rid="B17">Bryan, 2022</xref>) and are linked to the progression of age-related diseases (<xref ref-type="bibr" rid="B18">Bryan et al., 2023</xref>).</p>
<p>The contrasting effects of NO on health and disease highlight the potential of early NO-based therapeutic interventions to enhance healthspan and avert the emergence of cumulative health issues. Therefore, it is essential to investigate the genetic expression of NO and the adaptations to low-oxygen environments in high-altitude populations (<xref ref-type="bibr" rid="B80">Lee et al., 2020</xref>; <xref ref-type="bibr" rid="B84">Li et al., 2021</xref>; <xref ref-type="bibr" rid="B119">Pooja et al., 2021</xref>; <xref ref-type="bibr" rid="B167">Yu et al., 2022</xref>), as increased NO-production is a common reaction to hypoxic stress (<xref ref-type="bibr" rid="B39">Feelisch, 2018</xref>). Additionally, studies indicate that native highlanders experience lower mortality rates from cardiovascular diseases, diabetes, and cancer (<xref ref-type="bibr" rid="B152">Thiersch and Swenson, 2018</xref>; <xref ref-type="bibr" rid="B157">Wander et al., 2020</xref>; <xref ref-type="bibr" rid="B20">Burtscher et al., 2021</xref>).</p>
<p>Healthspan interventions primarily aim to counteract this age-related NO-deficiency (<xref ref-type="bibr" rid="B149">Sverdlov et al., 2014</xref>; <xref ref-type="bibr" rid="B120">Pourbagher-Shahri et al., 2021</xref>). However, the bioavailability and expression of different NO enhancers and signaling donors (<xref ref-type="bibr" rid="B101">Mintz et al., 2021</xref>; <xref ref-type="bibr" rid="B9">Andrabi et al., 2023</xref>) have not been extensively investigated in relation to early healthspan interventions.</p>
</sec>
<sec id="s4-2">
<title>4.2 Nitric oxide: sex hormones</title>
<p>Notably, research suggests that hormonal therapies may reduce all-cause mortality during menopause (<xref ref-type="bibr" rid="B58">Hodis and Mack, 2022</xref>; <xref ref-type="bibr" rid="B122">Qian et al., 2022</xref>; <xref ref-type="bibr" rid="B123">Qu et al., 2023</xref>; <xref ref-type="bibr" rid="B164">Xing et al., 2023</xref>) and andropause (<xref ref-type="bibr" rid="B158">Wang et al., 2021</xref>; <xref ref-type="bibr" rid="B47">Muehlenbein et al., 2022</xref>; <xref ref-type="bibr" rid="B146">Stallone and Oloyo, 2023</xref>; <xref ref-type="bibr" rid="B165">Yeap et al., 2024</xref>). This aligns with the enhanced NO-production associated with sex hormone replacement therapies. Furthermore, the timing hypothesis indicates that the beneficial effects of hormone therapy are most pronounced when treatment begins early (<xref ref-type="bibr" rid="B100">Mehta et al., 2019</xref>; <xref ref-type="bibr" rid="B111">Nudy et al., 2019</xref>).</p>
</sec>
<sec id="s4-3">
<title>4.3 Nitric oxide: phosphodiesterase-5 inhibitors</title>
<p>Phosphodiesterase-5 inhibitors (PDE5i) are integral to the NO-soluble guanylyl cyclase-cyclic guanosine 3&#x2032;,5&#x2032;-monophosphate signaling pathway (<xref ref-type="bibr" rid="B36">ElHady et al., 2023</xref>; <xref ref-type="bibr" rid="B137">Samidurai et al., 2023</xref>), aiding in the restoration of NO signaling (<xref ref-type="bibr" rid="B79">Lee M.-K. et al., 2022</xref>).</p>
<p>Regular use of PDE5i has been linked to a reduced risk of overall mortality and lower mortality rates among men with type2 diabetes (<xref ref-type="bibr" rid="B8">Anderson et al., 2016</xref>), as well as for men using it to treat erectile dysfunction, showing a decrease in major adverse cardiovascular events (<xref ref-type="bibr" rid="B74">Kloner et al., 2023</xref>). Long-term use of PDE5i, whether in men with or without pre-existing coronary artery disease, also correlates with a diminished risk of cardiovascular incidents and overall mortality (<xref ref-type="bibr" rid="B144">Soulaidopoulos et al., 2024</xref>).</p>
<p>Furthermore, the PDE5i tadalafil has been shown to significantly enhance cognitive performance (<xref ref-type="bibr" rid="B112">Otari et al., 2023</xref>). The initiation of PDE5i therapy in men with erectile dysfunction was associated with a lower risk of Alzheimer&#x2019;s disease, especially among those who frequently received prescriptions (<xref ref-type="bibr" rid="B4">Adesuyan et al., 2024</xref>).</p>
</sec>
<sec id="s4-4">
<title>4.4 Nitric oxide: lifestyle choices</title>
<p>There is a clear connection between the production of endogenous NO and lifestyle choices that promote healthy aging. These choices include consuming dietary nitrates, participating in regular exercise, and using NO-enhancer supplements.</p>
<p>Consuming dietary nitrates enhances the nitrate-nitrite-nitric oxide pathway and has been shown to support healthy aging (<xref ref-type="bibr" rid="B132">Rocha, 2021</xref>) through the interactions between oral and gut microbiota and stomach acidity (<xref ref-type="bibr" rid="B68">Jones et al., 2021</xref>; <xref ref-type="bibr" rid="B19">Bryan et al., 2022</xref>; <xref ref-type="bibr" rid="B18">Bryan et al., 2023</xref>). Following a Mediterranean diet is linked to increase NO-production (<xref ref-type="bibr" rid="B140">Shannon et al., 2018</xref>; <xref ref-type="bibr" rid="B102">Mohajeri and Cicero, 2023</xref>). Long-term dietary nitrate treatment does not appear to affect lifespan in rats nor does it raise cancer risk; however, it may enhance vascular function, potentially extending healthspan (<xref ref-type="bibr" rid="B25">Carvalho et al., 2021</xref>).</p>
<p>Regular physical activity positively influences NO-generation (<xref ref-type="bibr" rid="B154">Tsukiyama et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Bishop et al., 2023</xref>) and microvascular function (<xref ref-type="bibr" rid="B34">De Ciuceis et al., 2023</xref>; <xref ref-type="bibr" rid="B60">Hong and Park, 2024</xref>). Additionally, supplementation with L-arginine or L-citrulline has been shown to improve endogenous NO regulation and production (<xref ref-type="bibr" rid="B125">Rashid et al., 2020</xref>; <xref ref-type="bibr" rid="B12">Bahadoran et al., 2021</xref>; <xref ref-type="bibr" rid="B72">Kiani et al., 2022</xref>). Nonetheless, it is crucial to consider the potential long-term negative effects of L-arginine supplementation, especially within the elderly population (<xref ref-type="bibr" rid="B63">Huang et al., 2020</xref>).</p>
</sec>
<sec id="s4-5">
<title>4.5 Nitric oxide: medications</title>
<p>Nicorandil medication demonstrates cardioprotective and antianginal effects through its dual action as an ATP-dependent potassium channel agonist, which supports microvascular dilatation, and by promoting NO-mediated vasodilation in medium to large blood vessels (<xref ref-type="bibr" rid="B49">Goel et al., 2023</xref>). <italic>In vitro</italic> studies demonstrated that TOP-N53, a dual-action NO-donor and PDE5-inhibitor, can extend both lifespan and healthspan in <italic>Caenorhabditis elegans</italic> worms (<xref ref-type="bibr" rid="B135">Rudgalvyte et al., 2024</xref>).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s5">
<title>5 Discussion</title>
<p>This article uses a multi-disciplinary systems-based (<xref ref-type="bibr" rid="B77">Landay et al., 2021</xref>) approach that integrates the principles of a unified framework of biological structures and functions that occur across all levels of biological organization (<xref ref-type="bibr" rid="B57">Herman et al., 2022</xref>). It also examines overarching big picture causal relationships (<xref ref-type="bibr" rid="B76">LaMorte, 2021</xref>) and triangulates related evidence (<xref ref-type="bibr" rid="B54">Hammerton and Munaf&#xf2;, 2021</xref>; <xref ref-type="bibr" rid="B107">Munaf&#xf2; et al., 2021</xref>).</p>
<p>Comprehending the processes of human aging, particularly the linked factors of declining sex hormones (endocrine), NO-deficiency, and reduced microvascular blood flow leading to hypoxia in middle age (<xref ref-type="bibr" rid="B118">Phua, 2023</xref>), create a timely opportunity for interventions aimed at improving NO levels, microvascular health, and overall hemodynamic tissue perfusion wellness.</p>
<p>Biological aging is characterized by a gradual decline in complex biological systems, including the endocrine system (especially sex hormones), the body&#x2019;s production of NO, and the vascular system. This deterioration negatively affects local microvascular hemodynamic structures in cellular tissues, which are essential for adequate blood flow perfusion. The resulting hypovascularity and decreased blood flow, influenced by NO levels, disrupt the delivery of oxygen and nutrients to cells, hinder waste removal, and impair immune function. The cumulative aging pathologies in cellular tissues stem from the interconnected pathogenic effects of hypovascularity and the interactive multiple aging hallmarks pathobiology related to inadequate tissue perfusion (hypoperfusion) (<xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F2">2</xref>).</p>
<p>Recognizing these interconnected interactions in human aging opens the door for future AI-driven strategies focused on aging-related changes in retinal microvasculature (<xref ref-type="bibr" rid="B31">Csipo et al., 2024</xref>) and aging biomarkers as comprehensive health indices for aging hallmarks. Such early interventions targeting the cellular tissue healthspan gap (<xref ref-type="bibr" rid="B46">Garmany et al., 2021</xref>), can promote healthy aging choices, lower medical expenses, and enhance the sustainability of healthcare systems.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>Ethical approval was not required for the study involving humans in accordance with the local legislation and institutional requirements. Written informed consent to participate in this study was not required from the participants or the participants&#x2019; legal guardians/next of kin in accordance with the national legislation and the institutional requirements. Ethical approval was not required for the study involving animals in accordance with the local legislation and institutional requirements because Animals&#x2019; data from preexisting/retrospective publications.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>TP: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing&#x2013;original draft, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s9">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The author declares 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 sec-type="ai-statement" id="s12">
<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 sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec sec-type="disclaimer" id="s13">
<title>Author disclaimer</title>
<p>The views expressed are those of the author&#x2019;s knowledge of the scientific background and not necessarily those of the Department of Health or the Institution.</p>
</sec>
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