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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Public Health Rev.</journal-id>
<journal-title-group>
<journal-title>Public Health Reviews</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Public Health Rev.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2107-6952</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1609208</article-id>
<article-id pub-id-type="doi">10.3389/phrs.2026.1609208</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Review</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Personalised prevention and management of kidney stones: a narrative review on the importance of integrating environmental, social and genetic factors</article-title>
<alt-title alt-title-type="left-running-head">Leonova et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/phrs.2026.1609208">10.3389/phrs.2026.1609208</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Leonova</surname>
<given-names>Aleksandra</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3244593"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sinisi</surname>
<given-names>Rosa</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alba</surname>
<given-names>Stefano</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Andracchio</surname>
<given-names>Vincenzo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3249198"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Piana</surname>
<given-names>Alberto</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leonessa</surname>
<given-names>Carmela</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rose</surname>
<given-names>Giuseppina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Summa</surname>
<given-names>Vito</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3476583"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Passarino</surname>
<given-names>Giuseppe</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Crocco</surname>
<given-names>Paolina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1351786"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Department of Biology, Ecology and Earth Sciences (DiBEST), University of Calabria</institution>, <city>Rende</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Institute of Methodologies for the Environmental Analysis, National Research Council</institution>, <city>Tito Scalo</city>, <country country="IT">Italy</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Romolo Hospital</institution>, <city>Rocca di Neto (KR)</city>, <country country="IT">Italy</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Paolina Crocco, <email xlink:href="mailto:paolina.crocco@unical.it">paolina.crocco@unical.it</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-07-10">
<day>10</day>
<month>07</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>47</volume>
<elocation-id>1609208</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>17</day>
<month>05</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>06</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Leonova, Sinisi, Alba, Andracchio, Piana, Leonessa, Rose, Summa, Passarino and Crocco.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Leonova, Sinisi, Alba, Andracchio, Piana, Leonessa, Rose, Summa, Passarino and Crocco</copyright-holder>
<license>
<ali:license_ref start_date="2026-07-10">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. PHR is edited by the Swiss School of Public Health (SSPH&#x2b;) in a partnership with the Association of Schools of Public Health of the European Region (ASPHER)&#x2b;</license-p>
</license>
</permissions>
<abstract>
<p>Kidney stone disease (KSD) is a prevalent, multifactorial, and common disorder influenced by environmental and genetic factors, with increasing global incidence and high recurrence rates. Despite advances, understanding the interplay between urinary biochemistry, lifestyle, climate, and genetic predispositions remains essential for effective management. In this review, we evaluate current concepts on KSD pathophysiology, epidemiology, stone composition, and formation mechanisms, alongside recent diagnostic and therapeutic developments. We emphasize integrating genetic, environmental, and clinical data to inform personalized prevention and treatment strategies. These insights support tailored approaches that may improve patient outcomes and reduce recurrence, highlighting the potential of personalized medicine in addressing the complex etiology of KSD.</p>
</abstract>
<kwd-group>
<kwd>genetic predisposition</kwd>
<kwd>kidney stones</kwd>
<kwd>personalized medicine</kwd>
<kwd>prevention</kwd>
<kwd>pro-lithogenic diet</kwd>
<kwd>environmental factors</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was not received for this work and/or its publication.</funding-statement>
</funding-group>
<counts>
<fig-count count="2"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="149"/>
<page-count count="18"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Blood is filtered through urinary system, where waste products accumulate in the urine. This system includes kidneys, renal pelvis, ureters, urinary bladder, and urethra. Kidneys are the organs responsible for filtration. By removing acids produced by cells, they maintain the balance of water, salts, and minerals in the blood [<xref ref-type="bibr" rid="B1">1</xref>]. One common problem in the urinary system is the formation of kidney stones, also called renal calculi, nephrolithiasis, or urolithiasis. Kidney stones are hard deposits, made of minerals and salts that form within the kidneys when there is an imbalance in the concentration of substances present in the urine. Stone formation usually begins when substances such as calcium, oxalate, or uric acid become highly concentrated in the urine. This can occur due to various factors, including insufficient fluid intake, dietary habits, metabolic disorders, urinary tract infections, and medications. Once these substances become highly concentrated, they can crystallize and form small solid particles, which can aggregate, grow, and develop into kidney stones. The size of these stones can vary from small (nanometre-sized) grains to larger (centimetre-sized) solid masses [<xref ref-type="bibr" rid="B2">2</xref>]. The stone can be located anywhere between the kidneys and urethra, with symptoms and pains that can vary in relation not only to the size but also to the position of the stones. Typically, stone formation does not cause any symptoms initially. Successively, most common signs and symptoms of the stone disease consist of renal colic (intense cramping pain), pain in the backside (flank pain), blood in the urine (hematuria), urinary tract disease (obstructive uropathy), urinary tract infections, frequent urination or blockage of urine flow, and dilation of the kidney (hydronephrosis). These conditions are often associated with nausea and vomiting, which increase the pain caused by the stone [<xref ref-type="bibr" rid="B3">3</xref>]. Therefore, besides the quality of life, treatment and time away from work involve substantial social costs [<xref ref-type="bibr" rid="B4">4</xref>]. KSD is the most common chronic disease of the urinary tract, affecting up to 13% of the world&#x2019;s population [<xref ref-type="bibr" rid="B5">5</xref>] and representing a growing burden on healthcare systems worldwide [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>]. Moreover, with recurrence rates ranging from 30% to 50% within 5&#x2013;10&#xa0;years after the first attack [<xref ref-type="bibr" rid="B8">8</xref>], there is an urgent need to find the best means for secondary prevention.</p>
<p>This review brings together recent information on the epidemiology, composition, and types of kidney stones, focusing on biochemical factors and biomineralisation pathways of KSD. Much attention has been paid to risk factors, highlighting the role of climate, trace elements in local environments, lifestyle, and diet. Genetic variability was also analyzed to understand genetic architecture underlying individual predisposition, summarizing recent findings in both rare monogenic conditions of KSD studies and common genes associated with nephrolithiasis, including an overview of Genome-Wide Association Studies (GWAS) in different populations.</p>
<p>Finally, the review discusses how a targeted approach can address different aspects of the disease development based on the comprehensive patient&#x2019;s risk profiles derived from omics, stone, and genetic data. The future perspective is that with the convergence of environmental, clinical, and genetic data, more personalised and effective strategies can be applied to prevent the global epidemic of kidney stones.</p>
</sec>
<sec id="s2">
<title>Epidemiology of kidney stone disease</title>
<p>Kidney stone is a common, complex disease, among the oldest ones identified by medicine [<xref ref-type="bibr" rid="B9">9</xref>]. Studying the epidemiology of kidney stones may help to identify high-risk populations, understand the underlying factors contributing to stone formation, and guide preventive strategies to manage and control kidney stone disease. The epidemiology of kidney stones is subject to changing trends over time. Its prevalence and incidence are influenced by several variables, such as age, gender, ethnicity, food heritage, especially in areas of geographical segregation and occupation, but also by multiple environmental factors, including changes in lifestyle and dietary habits, as well as global warming [<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>]. Furthermore, the presence of diseases such as bone fractures, diabetes, hyperparathyroidism, systemic, vascular, and chronic kidney disease is considered a risk factor for kidney stones, and, conversely, urolithiasis is also considered a risk factor for these systemic diseases, perhaps highlighting common risk factors [<xref ref-type="bibr" rid="B13">13</xref>&#x2013;<xref ref-type="bibr" rid="B19">19</xref>].</p>
<p>Despite considerable improvements in the development of new therapies, the worldwide prevalence of kidney stones has increased in the last three decades [<xref ref-type="bibr" rid="B5">5</xref>]. The prevalence varies across different populations (range 7%&#x2013;13% globally), with some regions and ethnic groups having higher rates than others. It has been estimated that prevalence rates differ between economically developed and developing countries. This gap, however, could be partly due to higher detection of asymptomatic cases in economically developed countries. In addition, unbalanced dietary habits, such as increased salt and protein intake, together with an increasing prevalence of metabolic syndrome and lack of physical activity, may be one of the causes leading to an increase in the prevalence of urolithiasis in developed countries and, sometimes also in metropolitan areas. Conversely, in developing countries, malnutrition and water deprivation may contribute to the increased prevalence of stone disease [<xref ref-type="bibr" rid="B5">5</xref>].</p>
<p>The risk of kidney stone formation progressively increases in the third decade of life and gradually decreases in the seventh [<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>] with a peak between the ages of 40 and 60 [<xref ref-type="bibr" rid="B22">22</xref>]. In particular, it has been estimated that the highest incidence occurs in men aged 20&#x2013;49&#xa0;years [<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B23">23</xref>], although the incidence of stone formation is growing among females [<xref ref-type="bibr" rid="B24">24</xref>]. Moreover, kidney stone formation is often recurrent during life, and individuals who have had a kidney stone have a higher risk of developing another stone in the future. In particular, stone recurrence rate varies from 30% to 50% within 5&#x2013;10&#xa0;years, and 75% within 20&#xa0;years after the initial stone episode [<xref ref-type="bibr" rid="B8">8</xref>].</p>
<p>Due to its high prevalence in working-age adults, kidney stone disease has become a public health issue with a significantly high financial burden on healthcare systems, particularly in populations residing in regions with a hot and dry climate [<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>].</p>
</sec>
<sec id="s3">
<title>Kidney stones: composition and types</title>
<p>Kidney stones differ in chemical and mineralogical composition, size and shape, and position of crystallization within the urinary system. Major inorganic/organic constituents of calculi are calcium phosphate (hydroxyapatite), calcium oxalates (whewellite and weddellite), and urates [<xref ref-type="bibr" rid="B25">25</xref>]. Two or more of these components form most of the urinary calculi in various combinations [<xref ref-type="bibr" rid="B26">26</xref>]. Among these stone types, calcium stones are certainly the most frequent, accounting for about 70%&#x2013;80% of all kidney stones.</p>
<p>According to several authors [[<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>] and references therein], 11 main groups of urinary stones may be distinguished (<xref ref-type="fig" rid="F1">Figure 1</xref>) based on mineral composition, presence of trace constituents, site of nucleation, and aetiologic factors [<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>&#x2013;<xref ref-type="bibr" rid="B32">32</xref>].</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram showing the types and subtypes of urinary stones classified according to [<xref ref-type="bibr" rid="B29">29</xref>]. Panels <bold>(a)</bold> and <bold>(b)</bold> display optical microscopy images of bulk samples and thin sections, respectively, while panel <bold>(c)</bold> shows scanning electron microscopy images. Scale bars are provided for all images.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="phrs-47-1609208-g001.tif">
<alt-text content-type="machine-generated">Diagram illustrating types of urinary stones and their subtypes, with labeled microscopic and macroscopic images for oxalate (calcium oxalate monohydrate and dihydrate), phosphate (hydroxyapatite, brushite, struvite), uric acid, and cystine stones. Each subtype is depicted with scale bars indicating size.</alt-text>
</graphic>
</fig>
<p>From a mineralogical point of view, kidney stones have distinct chemical and structural characteristics that reflect their origin and transformation processes. <xref ref-type="table" rid="T1">Table 1</xref> summarizes the principal mineral types identified in kidney calculi, such as calcium, phosphate, urate, cystine, and drug-induced, demonstrating their chemical composition, typical morphology, colour, and internal organization.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Mineralogical composition, morphology, and structural characteristics of main kidney stone types.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Stone type and main mineral</th>
<th align="left">Chemical formula</th>
<th align="left">Morphological characteristics</th>
<th align="left">Colour and appearance</th>
<th align="left">Internal structure</th>
<th align="left">Notes</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Calcium oxalate stones: Whewellite &#x2013; CaOx monohydrate (COM) and weddellite &#x2013; CaOx dihydrate (COD)</td>
<td align="left">CaC<sub>2</sub>O<sub>4</sub>&#xb7;H<sub>2</sub>O (COM); CaC<sub>2</sub>O<sub>4</sub>&#xb7;2H<sub>2</sub>O (COD)</td>
<td align="left">COM: mammillary, locally budding; smooth or rough surfaces<break/>COD: well-crystallized bipyramidal aggregates sharing angles/ridges</td>
<td align="left">COM: beige to yellow-brown to brown<break/>COD: yellowish to brownish, spiculated</td>
<td align="left">Generally unorganized to poorly organized; occasionally concentric thin layers or radial crystallization</td>
<td align="left">COM and COD commonly coexist in composite stones</td>
</tr>
<tr>
<td align="left">Brushite (calcium hydrogen phosphate)</td>
<td align="left">Ca(HPO<sub>4</sub>)&#xb7;2H<sub>2</sub>O</td>
<td align="left">Finely rough or dappled surface</td>
<td align="left">Whitish to pale beige</td>
<td align="left">Radial crystalline structure</td>
<td align="left">Can transform into the thermodynamically more stable hydroxylapatite through dissolution and reprecipitation</td>
</tr>
<tr>
<td align="left">Struvite (magnesium ammonium phosphate)</td>
<td align="left">(NH<sub>4</sub>)Mg(PO<sub>4</sub>)&#xb7;6H<sub>2</sub>O</td>
<td align="left">Smooth surface</td>
<td align="left">White</td>
<td align="left">Radial growth style</td>
<td align="left">Common in infection-related stones</td>
</tr>
<tr>
<td align="left">Urate stones</td>
<td align="left">C<sub>5</sub>H<sub>4</sub>N<sub>4</sub>O<sub>3</sub> (may occur as anhydrous, dehydrate, urate salts, and ammonium hydrogen urate)</td>
<td align="left">Spherical to ovoid; rough and porous</td>
<td align="left">Orange, brown-orange, beige, or greyish</td>
<td align="left">Porous and poorly organized; thin concentric layers in spherules</td>
<td align="left">May occur in acidic urine; non-opaque in imaging</td>
</tr>
<tr>
<td align="left">Cystine</td>
<td align="left">C<sub>6</sub>H<sub>12</sub>N<sub>2</sub>O<sub>4</sub>S<sub>2</sub>
</td>
<td align="left">Small grains; rough or smooth surfaces</td>
<td align="left">Creamy to yellowish</td>
<td align="left">Radial or concentric</td>
<td align="left">Associated with cystinuria</td>
</tr>
<tr>
<td align="left">Drug-induced stones</td>
<td align="left">Variable (depends on drug)</td>
<td align="left">Irregular; may coat pre-existing calculi</td>
<td align="left">Variable</td>
<td align="left">Variable</td>
<td align="left">Formed from drug crystallization or metabolic interference (e.g., guaifenesin, triamterene, atazanavir, sulfa drugs)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>(data from [<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B33">33</xref>&#x2013;<xref ref-type="bibr" rid="B35">35</xref>]).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s4">
<title>Aetiology and formation mechanisms of kidney stones</title>
<p>Urinary supersaturation is the driving force for kidney stone crystallization and consists of a fluid characterized by a content of dissolved substances higher than that normally dissolved under specific conditions. Supersaturation of urine strongly depends on its pH, and the resulting mineralization is determined by both the presence and the specific concentration of stone-forming chemical constituents required for biomineral precipitation. For example, brushite crystals frequently affect patients with hypercalciuria and alkaline urine with pH values higher than 6. Struvite crystallization, instead, occurs in the presence of urine with a pH typically higher than 7, because of the low solubility of phosphate minerals in alkaline fluids. Conversely, uric acid precipitates in the presence of low urine volume and low urine pH (pH &#x3c; 5); cystine stones form by precipitation and accumulation of cystine not dissolved in urine as a result of an excess of cystinuria in urinary excretions [<xref ref-type="bibr" rid="B29">29</xref>].</p>
<p>Multiple modulator molecules also influence crystal formation in the human body. Although they may work differently for everyone, such molecules act as inhibitors or promoters of crystallization. Inhibitors are urine chemicals that prevent crystal formation, from supersaturation to crystal nucleation and growth. Organic (citrate, glycosaminoglycans, glycoproteins), as well as inorganic (pyrophosphates, metallic cations) molecules, play this role in a direct mode, by interacting with crystals, or in an indirect way, by modifying the urinary environment [<xref ref-type="bibr" rid="B36">36</xref>]. Conversely, promoters are substances that favor calculi formation by various mechanisms recently overviewed by Bazin et al. [<xref ref-type="bibr" rid="B37">37</xref>&#x2013;<xref ref-type="bibr" rid="B39">39</xref>]. Cholesterol, phospho- and glyco-lipids, calcium, sodium, oxalate, cystine, and low urine volume are thought to be the principal chemical promoters. In general, the discrepancy between urinary stone inhibitors and promoters is responsible for stone formation.</p>
<p>According to Worcester [<xref ref-type="bibr" rid="B40">40</xref>], one of the most common causes of stone formation is the presence of Randall&#x2019;s plaques (RPs) [<xref ref-type="bibr" rid="B41">41</xref>]. The RPs are suburothelial papillary mineral deposits whose formation is generally associated with low urine volume, low pH, and hypercalciuria. Although the pathogenesis of Randall&#x2019;s plaque itself is not clearly known and its presence was detected also in most human kidneys without stones, it has been established that RPs may act as nucleating sites for the growth and attachment of idiopathic calcium phosphate kidney stones [<xref ref-type="bibr" rid="B42">42</xref>, <xref ref-type="bibr" rid="B43">43</xref>].</p>
<p>In addition to the physicochemical mechanisms and Randall&#x2019;s plaques, Wang et al. [<xref ref-type="bibr" rid="B44">44</xref>] documented the importance of sex hormones, microbiome, and immune response as determining factors of kidney stone formation, although their role is not yet fully understood. For example, emerging data suggest that COM, COD, and urate stones are more common in males, whereas higher percentages of hydroxyapatite and struvite stones can be detected in females [<xref ref-type="bibr" rid="B44">44</xref>]. However, how sex differences influence the pathophysiological mechanisms of urinary stone disease is not clear and needs further studies to be explained. Similarly, further and detailed studies are necessary for a comprehensive knowledge of the role and mechanisms of kidney and urinary tract microorganisms, and of immune response in kidney stone formation. Also, it remains unclear the precise mechanism of kidney stone formation via endocytosis. Most researchers agree about the role played by renal tubular cells during the initial phase of kidney stone formation when they may act as the preferred mean for the internalization of CaOx crystals. In addition, it has been suggested that exposure to CaOx crystals induces epithelial cellular injury which is a common predisposing factor to subsequent crystal nucleation and growth [<xref ref-type="bibr" rid="B36">36</xref>]. As demonstrated by an <italic>in vitro</italic> study [<xref ref-type="bibr" rid="B45">45</xref>], apoptosis at the level of renal tubular cells also may lead to stone formation through cellular demise and postapoptotic necrosis.</p>
</sec>
<sec id="s5">
<title>Risk factors</title>
<p>As aforementioned, intrinsic factors such as age, gender, ethnicity, and family background, and extrinsic factors such as climate and environment, lifestyle and dietary habits, occupation, and education, are considered risk factors for kidney stone formation. In the following lines, social habits, environmental factors, genetic basis, and comorbidities concerning the risk of developing kidney stones will be analyzed.</p>
<sec id="s5-1">
<title>Environmental and lifestyle factors</title>
<p>It is well known that urolithiasis is directly linked to environmental factors that characterize the site where people live. Among these, climate, water, and soil quality are the most important [<xref ref-type="bibr" rid="B46">46</xref>&#x2013;<xref ref-type="bibr" rid="B48">48</xref>]. According to Liu et al. [<xref ref-type="bibr" rid="B49">49</xref>] and several other authors [<xref ref-type="bibr" rid="B50">50</xref>&#x2013;<xref ref-type="bibr" rid="B56">56</xref>], a geographic variability of stone disease, associated with a positive correlation between high temperature and the development of kidney stones, exists. Individuals living in countries or regions falling in tropical and subtropical areas have a higher probability (from 5% to 10%) of developing urolithiasis than those in temperate and cold zones (from 1% to 5%). The cause of such a geographic dependency is the hot, dry conditions that enhance body water evaporation and consequently favor urine concentration. Additionally, it is worth noting that, under the same climate conditions, the incidence of urolithiasis is higher in summer and autumn than in spring and winter [<xref ref-type="bibr" rid="B49">49</xref>]. This may also be related to higher sunlight exposure, which stimulates vitamin D synthesis and may increase intestinal calcium absorption, thereby contributing, in predisposed individuals, to urinary supersaturation with respect to calcium-bearing oxalates and phosphates. However, the formation of kidney stones, especially uric acid ones, may occur in low-temperature environments as well. Giannossi et al. [<xref ref-type="bibr" rid="B57">57</xref>] documented that in cold zones (i.e., areas with low mean yearly temperatures) one of the determining factors of stone disease seems to be the poor beverage intake, which is responsible for a low urine volume and thus for the urine oversaturation that may lead to salts and crystals precipitation.</p>
<p>Drinking water and foods are the main carriers of the most important organic and inorganic nutrients (protein, vitamins, and minerals inherited from the geoenvironmental matrices) [<xref ref-type="bibr" rid="B58">58</xref>] to the human body. In the last decades, the role of major and trace elements in urolithiasis has been widely investigated. One of the most studied natural factors is the water hardness, which mirrors the presence and amount of Ca<sup>2&#x2b;</sup> and Mg<sup>2&#x2b;</sup> dissolved ions in water. Although previous studies have documented contrasting results about the impact of Ca- and Mg-rich drinking water on urolithiasis [<xref ref-type="bibr" rid="B59">59</xref>], the kidney stones composition attests that the most relevant element for urinary lithogenesis is certainly calcium. Its presence may influence the distribution of other elements occurring in the kidney system and promote crystallization processes [[<xref ref-type="bibr" rid="B60">60</xref>], and references therein]. However, calcium input to humans is linked to the water as much as the food intake. In the past, diets with very low calcium intake, including marked restriction of milk and dairy products, were considered a possible strategy to reduce stone recurrence [<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>]. However, current evidence indicates that dietary calcium should not be indiscriminately restricted in calcium oxalate stone formers. When consumed with meals, calcium binds oxalate in the intestinal lumen, reducing intestinal oxalate absorption and urinary oxalate excretion [<xref ref-type="bibr" rid="B63">63</xref>&#x2013;<xref ref-type="bibr" rid="B65">65</xref>]. Accordingly, a normal-calcium diet combined with reduced salt and animal protein intake has been shown to be more effective than a low-calcium diet in preventing recurrent calcium oxalate stones in hypercalciuric patients [<xref ref-type="bibr" rid="B66">66</xref>]. Excessive sodium intake should also be limited, because it increases urinary calcium excretion and may therefore enhance lithogenic risk [<xref ref-type="bibr" rid="B67">67</xref>]. An excess of dietary oxalate remains a relevant predisposing factor, especially when associated with reduced fluid intake. Oxalate-rich foods include, among others, spinach, rhubarb, nuts, chocolate, tea, and some carbonated beverages [<xref ref-type="bibr" rid="B68">68</xref>, <xref ref-type="bibr" rid="B69">69</xref>]. As for calcium, the trace elements (i.e. heavy metals) present in water and foods may act as triggering factors for kidney stones formation. Several authors [<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B57">57</xref>, <xref ref-type="bibr" rid="B70">70</xref>, <xref ref-type="bibr" rid="B71">71</xref>] demonstrated that such elements preferentially concentrate in the nucleus or specific accretion layers of urinary crystals, thus representing reliable markers of environmental risks of urolithiasis and a valid tool for biomonitoring aims [<xref ref-type="bibr" rid="B60">60</xref>, <xref ref-type="bibr" rid="B72">72</xref>&#x2013;<xref ref-type="bibr" rid="B76">76</xref>].</p>
<p>In this context, dietary habits are also considered as behavioral risk factors inducing stone growth [<xref ref-type="bibr" rid="B69">69</xref>, <xref ref-type="bibr" rid="B77">77</xref>]. Studies have shown that a diet rich in meat leads more frequently to the development of stones. Due to excessive protein consumption, urine becomes more acidic, and the elimination rate of oxalates, calcium, and uric acid increases, while the rate of citrates (substances that prevent the precipitation of these salts) decreases [<xref ref-type="bibr" rid="B78">78</xref>, <xref ref-type="bibr" rid="B79">79</xref>].</p>
<p>A role in stone formation is also played by the work environment and mainly by its microclimatic conditions. The factors that influence the work environment are air temperature, relative humidity in the room, ventilation, intensity of physical effort (energy expenditure), and clothing (thermal impedance of clothing), which may induce a series of graded biological responses in humans [<xref ref-type="bibr" rid="B55">55</xref>].</p>
<p>The prevalence rate of nephrolithiasis also varies depending on the level of education and profession. The prevalence is high among people with no schooling or with a low level [<xref ref-type="bibr" rid="B80">80</xref>]. As to professions, the most at risk are those that involve sitting for long periods, in sedentary positions, or overheated environments, the last for the same reasons as for climatic factors [<xref ref-type="bibr" rid="B81">81</xref>&#x2013;<xref ref-type="bibr" rid="B83">83</xref>].</p>
</sec>
<sec id="s5-2">
<title>Genetic basis of kidney stone formation</title>
<p>Several studies have shown that people with a family history of kidney stones have a higher risk of developing kidney stones than patients without a family history, suggesting a strong genetic component to kidney stone formation [<xref ref-type="bibr" rid="B84">84</xref>, <xref ref-type="bibr" rid="B85">85</xref>]. Twin studies have shown that identical twins have a higher risk of developing kidney stones compared to dizygotic twins [<xref ref-type="bibr" rid="B77">77</xref>, <xref ref-type="bibr" rid="B86">86</xref>], suggesting a heritability of kidney stones of around 30%&#x2013;60%. Genetic factors, while important, often interact in complex ways with environmental and lifestyle factors to determine an individual&#x2019;s risk for developing kidney stones, making prevention difficult. In recent decades, important progress has been made in understanding the genetic basis of kidney stones. For instance, there are rare genetic disorders, such as primary hyperoxaluria and Dent&#x2019;s disease, characterized by a strong genetic basis for kidney stone formation. These conditions are caused by mutations in specific genes that affect the management of minerals in the body, leading to kidney stone formation. <xref ref-type="table" rid="T2">Table 2</xref> shows the main monogenic urolithiasis disorders related to the type of stone, the genes involved, the type of inheritance, and the related phenotype. In a recent review of monogenic features of urolithiasis, Koo and colleagues [<xref ref-type="bibr" rid="B103">103</xref>] reported some evidence obtained from high-throughput sequencing technologies. A prospective study found that 11.4% of adults and 20.8% of paediatric urolithiasis cases were due to a single gene mutation [<xref ref-type="bibr" rid="B109">109</xref>]. The monogenic causative mutations were detected in 46.7% of the analyzed genes, with a molecular diagnosis in 16.8% of the patients [<xref ref-type="bibr" rid="B110">110</xref>]. In addition, a whole-exome sequencing carried out in 51 families in which at least one kidney stone occurred before the age of 25 years, evidenced a monogenic causative mutation in 29.4% of the families suggesting that young age at diagnosis of kidney stones, the presence of multiple affected family members, and consanguinity as factors associated with a higher rate of monogenic mutations [<xref ref-type="bibr" rid="B111">111</xref>].</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Monogenic disorders of urolithiasis.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Disorder</th>
<th align="left">Type of stones</th>
<th align="left">Gene</th>
<th align="left">Inheritance</th>
<th align="left">Phenotype</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Autosomal dominant hypocalcemia (ADH) with hypercalciuria</td>
<td align="left">Calcium-containing stones</td>
<td align="left">Type 1 &#x2013; activating mutations of the <italic>CASR</italic>
<break/>Type 2 - <italic>GNA11</italic>
</td>
<td align="left">AD</td>
<td align="left">Mild to moderate hypocalcemia, hyperphosphatemia, hypercalciuria, low but detectable level of parathyroid hormone (PTH), hypocalcemic symptoms</td>
<td align="left">[<xref ref-type="bibr" rid="B87">87</xref>]</td>
</tr>
<tr>
<td align="left">Familial hypocalciuric hypercalcemia</td>
<td align="left">Calcium-containing stones</td>
<td align="left">Inactivating mutations of the <italic>CASR</italic>
</td>
<td align="left">AD</td>
<td align="left">Mild hypercalcemia, hypermagnesemia, hypocalciuria, and hypophosphatemia, normal or increased levels of PTH</td>
<td align="left">[<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B89">89</xref>]</td>
</tr>
<tr>
<td align="left">Idiopathic hypercalciuria</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>ADCY10</italic> and <italic>VDR</italic>
</td>
<td align="left">AD</td>
<td align="left">Normocalcemia, normal level of PTH, often low bone mineral density</td>
<td align="left">[<xref ref-type="bibr" rid="B90">90</xref>]</td>
</tr>
<tr>
<td align="left">Bartter syndrome<break/>Type 1</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>SLC12A1</italic>
</td>
<td align="left">AR</td>
<td align="left">Polyuria, hypochloremia, alkalosis, hypokalemia, hypercalciuria followed by nephrocalcinosis</td>
<td align="left">[<xref ref-type="bibr" rid="B91">91</xref>]</td>
</tr>
<tr>
<td align="left">Bartter syndrome<break/>Type 2</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>KCNJ1</italic>
</td>
<td align="left">AR</td>
<td align="left">Polyhydramnios, intrauterine growth retardation, prematurity, developmental delay, polyuria, hypercalciuria followed by nephrocalcinosis</td>
<td align="left">[<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B92">92</xref>]</td>
</tr>
<tr>
<td align="left">Bartter syndrome<break/>Type 3</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>CLCNKB</italic>
</td>
<td align="left">AR</td>
<td align="left">Failure to thrive, low chloremia and severe hypokalemic alkalosis</td>
<td align="left">[<xref ref-type="bibr" rid="B93">93</xref>]</td>
</tr>
<tr>
<td align="left">Bartter syndrome<break/>Type 4</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>BSND</italic> or simultaneous mutations in <italic>CLCNKB</italic> and <italic>CLCNKA</italic>
</td>
<td align="left">AR</td>
<td align="left">Sensorineural hearing loss, polyuria, hypochloremia, alkalosis, hypokalemia</td>
<td align="left">[<xref ref-type="bibr" rid="B91">91</xref>, <xref ref-type="bibr" rid="B94">94</xref>]</td>
</tr>
<tr>
<td align="left">Bartter syndrome<break/>Type 5</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>MAGED2</italic>
</td>
<td align="left">XLR</td>
<td align="left">Polyuria, hypochloremia, alkalosis, hypokalemia</td>
<td align="left">[<xref ref-type="bibr" rid="B91">91</xref>]</td>
</tr>
<tr>
<td align="left">Dent disease (DD)</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>Type 1 - CLCN5</italic>
<break/>
<italic>Type 2 - OCRL</italic>
</td>
<td align="left">XLR</td>
<td align="left">Low-molecular-weight proteinuria, hypercalciuria, and at least one of the following manifestations, nephrocalcinosis, nephrolithiasis, hematuria, hypophosphatemia, or renal insufficiency<break/>Type 1%&#x2013;65% of all cases of DD<break/>Type 2%&#x2013;10%&#x2013;15% of all cases of DD</td>
<td align="left">[<xref ref-type="bibr" rid="B95">95</xref>]</td>
</tr>
<tr>
<td align="left">Hereditary hypophosphatemic rickets with hypercalciuria</td>
<td align="left">Calciumcontaining stones</td>
<td align="left">
<italic>SLC34A3</italic>
</td>
<td align="left">AR</td>
<td align="left">Renal phosphate wasting leading to hypophosphatemia, rickets, limb deformities, muscle weakness, bone pain, renal calcification and hypercalciuria caused by elevated serum 1,25-dihydroxyvitamin D level and calcium absorption in intestine</td>
<td align="left">[<xref ref-type="bibr" rid="B96">96</xref>, <xref ref-type="bibr" rid="B97">97</xref>]</td>
</tr>
<tr>
<td align="left">Familial hypomagnesemia with hypercalciuria and nephrocalcinosis</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>CLDN16</italic> and <italic>CLDN19</italic>
</td>
<td align="left">AR</td>
<td align="left">Nephrocalcinosis due to calcium and magnesium wasting. In the case of <italic>CLDN19</italic> mutation severe ocular abnormalities</td>
<td align="left">[<xref ref-type="bibr" rid="B98">98</xref>, <xref ref-type="bibr" rid="B99">99</xref>]</td>
</tr>
<tr>
<td align="left">dRTA (distal renal tubular acidosis)</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>SLC4A1</italic>
<break/>
<italic>ATP6V1B1</italic>
<break/>
<italic>ATP6V0A4, FOXI1, WDR72</italic>
</td>
<td align="left">AR (AR or AD in the case of <italic>SLC4A1</italic>)</td>
<td align="left">Hyperchloraemic metabolic acidosis, hypercalciuria, hypocitraturia, nephrocalcinosis, polyuria, sensorineural deafness, growth delay</td>
<td align="left">[<xref ref-type="bibr" rid="B100">100</xref>, <xref ref-type="bibr" rid="B101">101</xref>]</td>
</tr>
<tr>
<td align="left">Primary hyperoxaluria</td>
<td align="left">Calcium oxalate stone</td>
<td align="left">Type 1 &#x2013; <italic>AGXT</italic>
<break/>Type 2 &#x2013; <italic>GRHPR</italic>
<break/>Type 3 - <italic>HOGA1</italic>
</td>
<td align="left">AR</td>
<td align="left">Excessive production of oxalate, urinary oxalate excretion, increased risk of nephrocalcinosis and calcium oxalate stones formation risk of oxalosis</td>
<td align="left">[<xref ref-type="bibr" rid="B90">90</xref>]</td>
</tr>
<tr>
<td align="left">Infantile hypercalcemia</td>
<td align="left">Calcium-containing stones</td>
<td align="left">
<italic>SLC34A1</italic> and <italic>CYP24A1</italic>
</td>
<td align="left">AR</td>
<td align="left">Nephrocalcinosis, hypercalcemia, hypercalciuria, suppressed parathormone, increased or normal serum 1,25 (OH)2-vitamin D3, renal phosphate wasting</td>
<td align="left">[<xref ref-type="bibr" rid="B102">102</xref>]</td>
</tr>
<tr>
<td align="left">Cystinuria</td>
<td align="left">Cystine stones</td>
<td align="left">Type A - <italic>SLC3A1</italic> Type B - <italic>SLC7A9</italic>
</td>
<td align="left">Type A &#x2013; AR<break/>Type B &#x2013; AR or AD</td>
<td align="left">Increased risk of cystinuria and nephrocalcinosis</td>
<td align="left">[<xref ref-type="bibr" rid="B90">90</xref>, <xref ref-type="bibr" rid="B99">99</xref>]</td>
</tr>
<tr>
<td align="left">HPRT1 disorders. Three phenotypes: Lesch-Nyhan disease (LND), HPRT1-related neurologic dysfunction (HND), HPRT1-related hyperuricemia (HRH)</td>
<td align="left">Uric acid stones</td>
<td align="left">
<italic>HPRT1</italic>
</td>
<td align="left">XLR</td>
<td align="left">Hyperuricemia, nephrolithiasis, and/or gouty arthritis, hyperuricosuria and neurological and behavioral deficit</td>
<td align="left">[<xref ref-type="bibr" rid="B103">103</xref>, <xref ref-type="bibr" rid="B104">104</xref>]</td>
</tr>
<tr>
<td align="left">Renal hypouricemia (RHUC)</td>
<td align="left">Uric acid stones</td>
<td align="left">
<italic>SLC22A12</italic> and <italic>SLC2A9</italic>
</td>
<td align="left">AR</td>
<td align="left">Urolithiasis, nephrolithiasis, kidney injury, hypouricemia, increased fractional excretion of uric acid</td>
<td align="left">[<xref ref-type="bibr" rid="B105">105</xref>, <xref ref-type="bibr" rid="B106">106</xref>]</td>
</tr>
<tr>
<td align="left">Hereditary xanthinuria</td>
<td align="left">Xanthine stones</td>
<td align="left">Type 1 -<italic>XDH</italic>
<break/>Type 2 - <italic>MOCOS</italic>
</td>
<td align="left">AR</td>
<td align="left">High amount of xanthine in the urine, decreased level of uric acid in serum and urine</td>
<td align="left">[<xref ref-type="bibr" rid="B107">107</xref>]</td>
</tr>
<tr>
<td align="left">Adenine phosphoribosyltransferase (APRT) deficiency</td>
<td align="left">2,8-dihydroxyadenine stones</td>
<td align="left">
<italic>APRT</italic>
</td>
<td align="left">AR</td>
<td align="left">Kidney stones formation, chronic kidney disease, crystal nephropathy</td>
<td align="left">[<xref ref-type="bibr" rid="B108">108</xref>]</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>&#x2a;</label>
<p>AD, autosomal dominant.</p>
</fn>
<fn id="Tfn2">
<label>&#x2a;&#x2a;</label>
<p>AR, autosomal recessive.</p>
</fn>
<fn id="Tfn3">
<label>&#x2a;&#x2a;&#x2a;</label>
<p>XLR, X-Linked Recessive.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Although the exact number of genes involved is not yet defined, one study demonstrated at least 15% of kidney stone cases were due to causative mutations in 14 genes [<xref ref-type="bibr" rid="B109">109</xref>]. On the other hand, in most patients with kidney stones, even with a strong family history, a single genetic cause for the increased risk of stone formation is not found [<xref ref-type="bibr" rid="B55">55</xref>]. Besides, family analysis revealed that the inheritance pattern of calcium stones is not mendelian, but rather complex and affected by multiple genes [<xref ref-type="bibr" rid="B112">112</xref>, <xref ref-type="bibr" rid="B113">113</xref>]. These findings suggest that nephrolithiasis has multifactorial causes for most patients involving the interaction of genetic and environmental factors.</p>
<p>Based on biological functions, case-control studies have examined the role of biologically relevant candidate genes in nephrolithiasis development, identifying associations with genes such as <italic>SLC26A6</italic>, <italic>TRPV5</italic>, <italic>TRPV6</italic>, <italic>VDR</italic>, <italic>HIPK2</italic>, <italic>OPN</italic>, <italic>MGP</italic>, and <italic>PLAU</italic> [[<xref ref-type="bibr" rid="B90">90</xref>], and references therein]. <xref ref-type="table" rid="T3">Table 3</xref> reports the main renal phenotypes related to these candidate genes.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Candidate genes related to kidney stones phenotypes.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Candidate gene</th>
<th align="left">Gene product</th>
<th align="left">Renal phenotype</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">
<italic>SLC26A6</italic>
</td>
<td align="left">Solute carrier family 26, member 6</td>
<td align="left">An anion exchanger (chloride, formate, bicarbonate, sulfate, hydroxyl and oxalate) that may affect hyperoxaluria [<xref ref-type="bibr" rid="B114">114</xref>]</td>
</tr>
<tr>
<td align="left">
<italic>TRPV5</italic>
</td>
<td align="left">Transient receptor potential cation channel subfamily V member</td>
<td align="left">A calcium channel that is expressed in distal convoluted tubule and connecting tubule and regulates the entry of calcium into the cell. It is associated with recurrent kidney stones and urinary calcium excretion, familial stone disease, or stone multiplicity and is involved in the process of vitamin D-responsive active Ca2&#x2b; reabsorption in the kidney [<xref ref-type="bibr" rid="B115">115</xref>, <xref ref-type="bibr" rid="B116">116</xref>]</td>
</tr>
<tr>
<td align="left">
<italic>TRPV6</italic>
</td>
<td align="left">Transient receptor potential vanilloid subfamily member 6</td>
<td align="left">A calcium channel that is mainly expressed in the intestine, with additional expression in the kidney. Activating variants of this channel are linked to increased Ca<sup>2&#x2b;</sup> transport (absorptive hypercalciuria) and risk of renal stone [<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B117">117</xref>, <xref ref-type="bibr" rid="B118">118</xref>]</td>
</tr>
<tr>
<td align="left">
<italic>VDR</italic>
</td>
<td align="left">Vitamin D Receptor</td>
<td align="left">A ligand-activated transcription factor which is activated by 1,25-Dihydroxyvitamin D (1,25(OH)2D3). In the kidney, it is expressed in proximal and distal tubular epithelial cells, podocytes, and collecting duct epithelial cells, and is strictly associated with kidney stone formation [<xref ref-type="bibr" rid="B119">119</xref>, <xref ref-type="bibr" rid="B120">120</xref>]</td>
</tr>
<tr>
<td align="left">
<italic>HIPK2</italic>
</td>
<td align="left">Homeodomain-interacting protein kinase 2</td>
<td align="left">Acts as a signaling effector and transcriptional coactivator/corepressor. Its expression is increased in kidney epithelial cells in CKD. Some variants are strictly associated with KSD in males [<xref ref-type="bibr" rid="B121">121</xref>, <xref ref-type="bibr" rid="B122">122</xref>]</td>
</tr>
<tr>
<td align="left">
<italic>OPN</italic>/<italic>SPP1</italic>
</td>
<td align="left">Osteopontin</td>
<td align="left">Involved in inflammation, cell survival, and crystalline interaction. It promotes the deposition and attachment of crystals during the initial phase of calcium oxalate stone formation and is highly expressed in the distal tubule cells of stone-forming rats [<xref ref-type="bibr" rid="B99">99</xref>]</td>
</tr>
<tr>
<td align="left">&#xa0;<italic>MGP</italic>
</td>
<td align="left">matrix Gla protein</td>
<td align="left">A vitamin K-dependent inhibitor of vascular calcification that suppresses the calcium oxalate monohydrate formation and nucleation of hydroxyapatite [<xref ref-type="bibr" rid="B90">90</xref>, <xref ref-type="bibr" rid="B123">123</xref>]</td>
</tr>
<tr>
<td align="left">
<italic>PLAU</italic>
</td>
<td align="left">Urokinase-type plasminogen activator</td>
<td align="left">Reported to be associated with calcium nephrolithiasis in Taiwan and Turkey, it may also protect against stone formation through matrix protein degradation [<xref ref-type="bibr" rid="B124">124</xref>, <xref ref-type="bibr" rid="B125">125</xref>]</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Additionally, various GWAS have explored the genetic variability of nephrolithiasis, identifying different genes and variants across diverse populations. <xref ref-type="table" rid="T4">Table 4</xref> summarizes the main findings, detailing the analyzed populations, associated genes, and identified polymorphisms. As shown in the table, associated genes vary across studies. These differences likely reflect the unique genetic architecture of each population and the influence of diverse environmental factors on this complex phenotype. Moreover, the identification of different genes may also stem from the various approaches used: some studies performed subgroup GWAS based on stone compositions (e.g., calcium stones), uncovering unique genetic risk factors specific to certain populations.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>List of kidney stones Genome-Wide Association Studies reporting information about population, genes, polymorphisms, and references.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Population</th>
<th align="left">Genes</th>
<th align="left">rs</th>
<th align="left">References</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Iceland</td>
<td align="left">
<italic>CLDN14</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</td>
<td align="left">rs219779<break/>rs219780</td>
<td align="left">[<xref ref-type="bibr" rid="B126">126</xref>]</td>
</tr>
<tr>
<td align="left">Iceland</td>
<td align="left">
<italic>UMOD</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref> (protective in the case of KSD but risk variant in CKD)</td>
<td align="left">rs4293393</td>
<td align="left">[<xref ref-type="bibr" rid="B127">127</xref>]</td>
</tr>
<tr>
<td align="left">Japan</td>
<td align="left">
<italic>RGS14-SLC34A1-PFN3-F12</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref> (upstream of the <italic>SLC34A1</italic> gene)<break/>
<italic>INMT-FAM188B-AQP1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref> (upstream of the <italic>AQP1</italic> gene)<break/>
<italic>DGKH</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</td>
<td align="left">rs11746443<break/>rs1000597<break/>rs4142110</td>
<td align="left">[<xref ref-type="bibr" rid="B128">128</xref>]</td>
</tr>
<tr>
<td align="left">Iceland</td>
<td align="left">
<italic>CLDN14</italic>
<break/>
<italic>ALPL</italic>
<break/>
<italic>SLC34A1</italic>
<break/>
<italic>CASR</italic> (suggestive association)</td>
<td align="left">rs199565725<break/>rs1256328<break/>rs12654812<break/>rs7627468</td>
<td align="left">[<xref ref-type="bibr" rid="B129">129</xref>]</td>
</tr>
<tr>
<td align="left">Iceland</td>
<td align="left">
<italic>POU2AF1</italic> (suggestive association)<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>WDR72</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</td>
<td align="left">rs12417556<break/>rs551225</td>
<td align="left">[<xref ref-type="bibr" rid="B130">130</xref>]</td>
</tr>
<tr>
<td align="left">The UK and Japan</td>
<td align="left">
<italic>ALPL</italic>
<break/>
<italic>GCKR</italic>
<break/>
<italic>DGKD</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ABCG2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>SLC34A1</italic>
<break/>
<italic>KCNK5</italic>
<break/>
<italic>SLC22A2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>HIBADH</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>AQP1</italic>
<break/>
<italic>POU2AF</italic>
<break/>
<italic>DGKH</italic>
<break/>
<italic>WDR72</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>SCNN1B</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>BCAS</italic>
<break/>
<italic>SOX9</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>GIPC1</italic>
<break/>
<italic>CYP24A1</italic>
<break/>
<italic>CLDN14</italic>
<break/>
<italic>BCR</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</td>
<td align="left">rs10917002<break/>rs780093<break/>rs13003198<break/>rs1481012<break/>rs56235845<break/>rs1155347<break/>rs77648599<break/>rs12539707<break/>rs12666466<break/>rs4529910<break/>rs1037271<break/>rs578595<break/>rs77924615<break/>rs889299<break/>rs1010269<break/>rs4793434<break/>rs3760702<break/>rs17216707<break/>rs12626330<break/>rs13054904</td>
<td align="left">[<xref ref-type="bibr" rid="B131">131</xref>]</td>
</tr>
<tr>
<td align="left">Japan</td>
<td align="left">
<italic>ALPL</italic>
<break/>
<italic>GCKR</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>MRPL33</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>RGS14</italic>
<break/>
<italic>KCNK5</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>TFAP2B</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>EPB41L2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>INMT-FAM188B</italic>
<break/>
<italic>DGKH</italic>
<break/>
<italic>PDILT</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>FTO</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>BCAS3</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>LOC645722</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>PKN1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>BCAS1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>BCAS1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>CLDN14</italic>
</td>
<td align="left">rs6667242<break/>rs1260326<break/>rs13006480<break/>rs11746443<break/>rs1544935<break/>rs3798519<break/>rs6928986<break/>rs6975977<break/>rs7328064<break/>rs35747824<break/>rs7206790<break/>rs2079742<break/>rs2286526<break/>rs74956940<break/>rs13041834<break/>rs6123359<break/>rs7277076</td>
<td align="left">[<xref ref-type="bibr" rid="B132">132</xref>]</td>
</tr>
<tr>
<td align="left">Japan</td>
<td align="left">
<italic>STIM1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>DGKH</italic>
<break/>
<italic>PDILT</italic>
<break/>
<italic>BCAS3</italic>
<break/>
<italic>PKN1</italic>
<break/>
<italic>GCKR</italic>
<break/>
<italic>BCAS1,CYP24A1</italic>
<break/>
<italic>ABCG2</italic>
<break/>
<italic>RGS14</italic>
<break/>
<italic>FAM188B</italic>
</td>
<td align="left">rs12290747<break/>rs7328064<break/>rs62034975<break/>rs2079742<break/>rs60984983<break/>rs10549495<break/>rs35194449<break/>rs4148155<break/>rs11741640<break/>rs73301967</td>
<td align="left">[<xref ref-type="bibr" rid="B133">133</xref>]</td>
</tr>
<tr>
<td align="left">Europe (Finland, the UK), East Asia (Japan)</td>
<td align="left">
<italic>ALPL</italic>
<break/>
<italic>RNU5F-1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ERBB4</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>DGKD</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>GCKR</italic>
<break/>
<italic>ZFP36L2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>CASR</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>UGT8</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>SHROOM3</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ABCG2</italic>
<break/>
<italic>RGS14</italic>
<break/>
<italic>EPB41L2</italic>
<break/>
<italic>SLC22A2</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>HLA-DQA1</italic>
<break/>
<italic>KCNK5</italic>
<break/>
<italic>TFAP2B</italic>
<break/>
<italic>HCRTR2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>HIBADH</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>INMT-MINDY4</italic>
<break/>
<italic>VPS13B</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>NIPAL2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>FAM35A</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>DGKH</italic>
<break/>
<italic>CLDN10</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>MIPOL1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>WDR72</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>PDILT</italic>
<break/>
<italic>ZFPM1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>LINC00670</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>BCAS3</italic>
<break/>
<italic>LINC02003</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>GIPC1</italic>
<break/>
<italic>BCAS1</italic>
<break/>
<italic>CLDN14</italic>
<break/>
<italic>RSPH14</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</td>
<td align="left">rs13353032<break/>rs884127<break/>rs147025686<break/>rs838717<break/>rs1260326<break/>rs1430083<break/>rs10602692<break/>rs4834412<break/>rs11723275<break/>rs2231142<break/>rs11748297<break/>rs35250412<break/>rs141163734<break/>rs9271375<break/>rs62398607<break/>rs3798519<break/>rs79986767<break/>rs5883088<break/>rs6975977<break/>rs557293205<break/>rs118079955<break/>rs6586064<break/>rs9594689<break/>rs9525016<break/>rs1950526<break/>rs578595<break/>rs77924615<break/>rs55637647<break/>rs2726550<break/>rs9895661<break/>rs56008432<break/>rs2241358<break/>rs6123359<break/>rs7277076<break/>rs13054904</td>
<td align="left">[<xref ref-type="bibr" rid="B134">134</xref>]</td>
</tr>
<tr>
<td align="left">Europe (Finland, the UK)</td>
<td align="left">
<italic>ANXA9</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>PACERR</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>SLC41A1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>SLC30A10</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>PRKAR2A</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>DOCK3</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>POC1A</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ADRA2C</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>SHROOM3</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>UGT8</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>ISL1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>PRRT1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>VEGFA</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>TFAP2B</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>ASCC3</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>TRPV5</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>TMEM252</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>AOPEP</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>TCEB1P3</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>RNLS</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>CLDN10</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>SLC12A1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>PDE8A</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ZFPM1</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>MAPT</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>STAP2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>GIPR</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ZNF468</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>ALPL</italic>
<break/>
<italic>DGKD</italic>
<break/>
<italic>CASR</italic>
<break/>
<italic>ABCG2</italic>
<break/>
<italic>RGS14</italic>
<break/>
<italic>KCNK5</italic>
<break/>
<italic>SLC22A2</italic>
<break/>
<italic>HIBADH</italic>
<break/>
<italic>AQP1</italic>
<break/>
<italic>DGKH</italic>
<break/>
<italic>PDILT</italic>
<break/>
<italic>BCAS3</italic>
<break/>
<italic>LINC00511</italic>
<break/>
<italic>CYP24A1</italic>
<break/>
<italic>RSPH14</italic>
</td>
<td align="left">rs267733<break/>rs113831804<break/>rs823121<break/>rs884127<break/>rs200495345<break/>rs191107165<break/>rs138789058<break/>rs440318<break/>rs28454965<break/>rs71606723<break/>rs55672774<break/>rs3134962<break/>rs729761<break/>rs2206271<break/>rs1039031<break/>rs4252512<break/>rs12376362<break/>rs150891531<break/>rs17486892<break/>rs11202736<break/>rs57719175<break/>rs34819316<break/>rs10852147<break/>rs55637647<break/>rs242559<break/>rs58169740<break/>rs1800437<break/>rs7259073<break/>rs10917002<break/>rs13003198<break/>rs7627468<break/>rs1481012<break/>rs56235845<break/>rs1155347<break/>rs77648599<break/>rs12539707<break/>rs1000597<break/>rs1037271<break/>rs77924615<break/>rs1010269<break/>rs4793434<break/>rs17216707<break/>rs13054904</td>
<td align="left">[<xref ref-type="bibr" rid="B135">135</xref>]</td>
</tr>
<tr>
<td align="left">The UK</td>
<td align="left">
<italic>ALPL</italic>
<break/>
<italic>ALPL</italic>
<break/>
<italic>DGKD</italic>
<break/>
<italic>SLC34A1</italic>
<break/>
<italic>KCNK5</italic>
<break/>
<italic>SLC2A12</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>SLC22A2</italic>
<break/>
<italic>HIBADH</italic>
<break/>
<italic>TRPV5</italic>
<break/>
<italic>DGKH</italic>
<break/>
<italic>WDR72</italic>
<break/>
<italic>SLC28A1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>UMOD</italic>
<break/>
<italic>CYP24A1</italic>
<break/>
<italic>CLDN14</italic>
<break/>
<italic>BCR</italic>
</td>
<td align="left">rs77362499<break/>rs1256332<break/>rs838717<break/>rs56235845<break/>rs1155347<break/>rs969282<break/>rs78693187<break/>rs7790498<break/>rs4252512<break/>rs1182959<break/>rs578595<break/>rs12439802<break/>rs77924615<break/>rs6127099<break/>rs2776288<break/>rs13054904</td>
<td align="left">[<xref ref-type="bibr" rid="B136">136</xref>]</td>
</tr>
<tr>
<td align="left">Taiwan<xref ref-type="table-fn" rid="Tfn5">&#x2a;&#x2a;</xref>
</td>
<td align="left">
<italic>NFACT1</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>PCDH15</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>DGKH</italic>
<break/>
<italic>ABCG2</italic>
<xref ref-type="table-fn" rid="Tfn6">&#x2a;&#x2a;&#x2a;</xref>
<break/>
<italic>PDILT</italic>
<break/>
<italic>BCAS3</italic>
<break/>
<italic>HDAC4</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>RN7SKP27</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
<break/>
<italic>AP003068.2</italic>
<xref ref-type="table-fn" rid="Tfn4">&#x2a;</xref>
</td>
<td align="left">rs71359461<break/>rs1935910<break/>rs9533022<break/>rs141471965<break/>rs79746097<break/>rs9895661<break/>rs6543514<break/>rs140022940<break/>rs1195967</td>
<td align="left">[<xref ref-type="bibr" rid="B137">137</xref>]</td>
</tr>
<tr>
<td align="left">the Southeastern USA (electronic health record-based<break/>datasets)</td>
<td align="left">
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>UMOD</italic>
<break/>
<italic>MIR4455; HELT&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>MIR4455; HELT&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>OVCH2; OR5P2&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>LINC01031; LINC01724&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>LINC01031; LINC01724&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>LINC01031; LINC01724&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>LINC01031; LINC01724&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>LINC01031; LINC01724&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>NXPH1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>NXPH1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>FAM86C2P; UNC93B1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>FAM86C2P; UNC93B1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>FAM86C2P; UNC93B1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>MIR8054; LUZP2&#x2a;&#x2a;&#x2a;&#x2a;</italic>
</td>
<td align="left">rs28544423<break/>rs9928003<break/>rs13335818<break/>rs34882080<break/>rs35650857<break/>rs12934320<break/>rs34356953<break/>rs71149135<break/>rs60136849<break/>rs111285796<break/>rs56193428<break/>rs56193428<break/>rs72706967<break/>rs369841339<break/>rs34398946<break/>rs35337461<break/>rs12748379<break/>rs71642955<break/>rs35647468<break/>rs79970906<break/>rs4725104<break/>rs148417243<break/>rs144507654<break/>rs141950436<break/>rs72880913</td>
<td align="left">[<xref ref-type="bibr" rid="B138">138</xref>]</td>
</tr>
<tr>
<td align="left">&#x200b;</td>
<td align="left">
<italic>FAM86C2P; UNC93B1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>FAM86C2P; UNC93B1&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>DUSP26; LINC01288&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>LINC01288&#x2a;&#x2a;&#x2a;&#x2a;</italic>
<break/>
<italic>OXTR; RAD18</italic>&#x2a;&#x2a;&#x2a;&#x2a;</td>
<td align="left">rs12274909<break/>rs12273415<break/>rs186944649<break/>JHU_8.34686048<break/>rs143825102</td>
<td align="left">&#x200b;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn4">
<label>&#x2a;</label>
<p>novel association.</p>
</fn>
<fn id="Tfn5">
<label>&#x2a;&#x2a;</label>
<p>only calcium stones.</p>
</fn>
<fn id="Tfn6">
<label>&#x2a;&#x2a;&#x2a;</label>
<p>also identified as a novel association in the study but is present in earlier GWAS, also as novel.</p>
</fn>
<fn>
<p>&#x2a;&#x2a;&#x2a;&#x2a;subgroup GWASs, stratified by subtypes of kidney stone composition.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Taken together, these results indicate that genes involved in kidney stone predisposition are primarily implicated in calcium and phosphate regulation, metabolic traits, and oxidative stress.</p>
</sec>
</sec>
<sec id="s6">
<title>Discussion</title>
<p>The concepts summarized in the previous sections highlight the complexity of kidney stone disease (KSD) pathophysiology and support the view that KSD should increasingly be considered a heterogeneous and multifactorial disorder requiring individualized diagnostic and therapeutic strategies rather than a uniform management approach (<xref ref-type="fig" rid="F2">Figure 2</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Schematic representation of a personalized approach to the prevention, diagnosis, and management of kidney stone disease integrating clinical phenotype, dietary and environmental exposures, metabolic assessment, stone composition analysis, imaging, and genetic evaluation. The framework highlights a stepwise patient stratification process aimed at identifying individualized preventive and therapeutic strategies according to stone phenotype, metabolic abnormalities, and inherited susceptibility. Personalized interventions may include nutritional modifications, hydration strategies, pharmacological treatments, and targeted management of monogenic disorders, with the overall goal of reducing recurrence risk and improving long-term clinical outcomes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="phrs-47-1609208-g002.tif">
<alt-text content-type="machine-generated">Infographic illustrating the precision medicine workflow in kidney stone disease, outlining five main steps: initial clinical evaluation, risk factor assessment, stone and metabolic evaluation, advanced genetic and omics assessments, and integrated risk stratification. Patient risk (low, moderate, high) informs personalized management, including general measures, dietary interventions, pharmacologic therapy, stone-specific measures, surgical procedures, and follow-up. Public health and environmental strategies are shown at the bottom, aiming to reduce recurrence and improve quality of life.</alt-text>
</graphic>
</fig>
<p>From a public health perspective, population-based prevention strategies, including hydration campaigns, reduction of dietary sodium and ultra-processed food consumption, workplace heat mitigation measures, and improved access to nutritional counseling, may substantially reduce the burden of KSD, particularly in high-risk geographic regions affected by climate change. Successful prevention of kidney stones requires the analysis of different aspects that contribute to stone formation to identify personalized strategies based on individual characteristics and risk factors, such as those shown in this review. Preventing primary KSD through dietary changes, for instance, is a cost-effective public health measure with a significant societal impact. In addition, nowadays, several efficient treatments exist for kidney stone disease. The most common approaches involve surgical removal procedures such as extracorporeal shock wave lithotripsy, ureteroscopy, percutaneous nephrolithotomy, and/or open surgery. The choice of treatment mainly depends on the stone&#x2019;s size, composition, location, urinary tract anatomy, and the patient&#x2019;s morphology. Medical management of urolithiasis often involves drugs or invasive surgical procedures that may cause side effects or complications, such as hemorrhage, hypertension, tubular necrosis, subsequent kidney fibrosis, renal failure, steinstrasse (small stones blocking the ureter), pancreatitis, infections, and persistent residual stones, which can act as a nidus for new stone formation. Stone recurrence after removal continues to be a significant challenge in the surgical management of kidney stone disease. A study carried out in Iceland, has revealed that the recurrence rate among children after stone removal varies from 26% at 5 years post-surgery to 46% at 20 years post-surgery [<xref ref-type="bibr" rid="B139">139</xref>, <xref ref-type="bibr" rid="B140">140</xref>]. Therefore, research into alternative treatment and prevention methods remains an avenue worth exploring to prevent recurrence. Alternative methods, particularly those involving medicinal and aromatic plants (MAP), are prevalent worldwide, especially in developing countries. Ethnobotanical studies conducted in Morocco have revealed the potential of certain plants for treating lithiasis, preventing recurrence, and alleviating renal colic. <italic>In vitro</italic> studies have shown that plant extracts can inhibit stone formation at various stages of crystallization (nucleation, growth, aggregation). Examples of these plants include <italic>Rotula aquatica</italic>, <italic>Holarrhena antidysenterica</italic>, <italic>Origanum vulgare</italic>, <italic>Ammi visnaga</italic>, <italic>Phyllanthus niruri</italic>, <italic>Herniaria hirsuta</italic>, <italic>Apium Graveolens,</italic> and others, which have shown activity against calcium oxalate crystals. Other plants, like <italic>Commiphora wightii</italic> and <italic>Citrus medica</italic>, have been found to inhibit struvite crystal growth. Moreover, essential oils from <italic>Mentha pulegium</italic> and <italic>Eucalyptus camaldulensis</italic> have shown significant activity against bacteria responsible for infection-induced lithiasis. <italic>In vitro</italic> studies using cell culture models and animal studies also demonstrate the preventive effects of these plants on cell damage and stone formation [<xref ref-type="bibr" rid="B141">141</xref>]. However, further research is required to test and validate the efficacy of these traditional resources.</p>
<p>Precise identification of the primary cause of nephrolithiasis is crucial for determining the suitable treatment approach [<xref ref-type="bibr" rid="B142">142</xref>, <xref ref-type="bibr" rid="B143">143</xref>]. Although common strategies like ensuring hydration can help to reduce stone formation in all patients, personalized therapies can be more appropriate for specific types of stones [<xref ref-type="bibr" rid="B142">142</xref>]. In this context, precision medicine may provide an actionable framework integrating clinical phenotype, metabolic abnormalities, dietary habits, environmental exposures, stone composition, and genetic susceptibility to improve prevention and treatment outcomes [<xref ref-type="bibr" rid="B142">142</xref>]. A stepwise patient stratification model may support clinical decision-making. Initial evaluation should include detailed phenotypic characterization, including age at onset, recurrence rate, family history, comorbidities, occupational heat exposure, dietary patterns, and previous urinary tract infections. Stone composition analysis and metabolic assessment through 24-h urine testing remain central for identifying lithogenic risk factors such as hypercalciuria, hyperoxaluria, hypocitraturia, and hyperuricosuria. In the case of non-calcium stone formers, the understanding of the composition of stones is essential, as it gives crucial diagnostic insights. For example, discovering a stone composed entirely of cystine or even the traces of cystine confirms cystinuria, an inherited autosomal recessive disorder. Additionally, detecting a mixed stone of struvite and calcium oxalate strongly indicates the presence of a metabolic disorder [<xref ref-type="bibr" rid="B144">144</xref>]. While the presence of apatite as a main component might suggest conditions like renal tubular acidosis or primary hyperparathyroidism, however, this is not always certain. The existence of brushite indicates a more aggressive form of stone disease that is less responsive to preventive measures and raises the risk of CKD [<xref ref-type="bibr" rid="B145">145</xref>].</p>
<p>In most cases, calcium stones have a mixed composition reflecting the underlying pathogenetic mechanisms and/or simultaneous lithogenic processes involved in kidney stone formation. The calcium content of a stone can often be inferred from a plain abdominal X-ray of radiopaque stones, while dual-energy CT appears to be promising as a useful diagnostic tool for detecting uric acid stones [<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B146">146</xref>].</p>
<p>Ferraro et al. [<xref ref-type="bibr" rid="B143">143</xref>] provided a comprehensive review of clinical manifestations suggesting inherited disorders, such as hypophosphatemia, low-grade proteinuria, and renal hyperechogenicity. Some of these patients have a monogenic cause, which means they could benefit from genetic screening. Although today&#x2019;s costs are too high for most individuals, academic funding and clinical research are anticipated to improve access to genetic testing by demonstrating its cost-benefit [<xref ref-type="bibr" rid="B147">147</xref>].</p>
<p>In extreme cases, failing to diagnose a monogenic stone-forming condition like primary hyperoxaluria or adenine phosphoribosyltransferase (APRT) deficiency can have serious consequences. For instance, overlooking a diagnosis of primary hyperoxaluria type 1 may result in the recurrence of the disease and oxalosis in a transplanted kidney [<xref ref-type="bibr" rid="B143">143</xref>], and the failure to consider the option of curative liver transplantation. In some cases, undiagnosed APRT deficiency can result in end-stage renal disease (ESRD) and is linked to the recurrence of stone disease in a renal transplant, which may cause the loss of graft function if it remains unaddressed [<xref ref-type="bibr" rid="B148">148</xref>].</p>
<p>Diagnosing such cases depends on a combination of different methods, such as stone investigation, urine biochemistry, and genetic screening. In the case of stone formers, precision medicine approaches are not only genetics-based; they also employ a wide range of phenotypic information [<xref ref-type="bibr" rid="B142">142</xref>]. Genetic screening may have potential in improving the clinical management of kidney stone disease. Despite the well-established contribution of genetics to stone formation, its integration into routine clinical care remains limited. It is important to note that many rare genetic causes of stones and other renal conditions have metabolic signs, which should be detected and diagnosed through clinical observations and systematic metabolic testing. Extensive lists of recognized monogenic causes of stones have been issued [<xref ref-type="bibr" rid="B88">88</xref>, <xref ref-type="bibr" rid="B149">149</xref>].</p>
<p>In selected high-risk individuals, including patients with early-onset disease, nephrocalcinosis, recurrent bilateral stones, chronic kidney disease, or strong familial aggregation, genetic testing may help identify monogenic disorders and guide targeted management strategies [<xref ref-type="bibr" rid="B88">88</xref>]. There is a pressing need to translate these findings into clinical practice by evaluating genetic variants in real-world patient populations and correlating them with clinical phenotypes, including disease severity and stone composition. Integrating kidney-specific omics data has further highlighted the role of ion homeostasis, particularly calcium and magnesium, in stone formation, suggesting novel therapeutic targets. Additionally, stronger genetic correlations between kidney stone disease and genitourinary or digestive diseases underscore the multifaceted nature of stone pathogenesis. Therefore, comprehensive genetic screening could inform personalized treatment strategies and may help optimize existing treatment algorithms.</p>
<p>Within this framework, a personalized approach to the prevention, diagnosis, and management of kidney stone disease can be tailored according to the underlying pathogenic mechanisms and stone phenotype (<xref ref-type="fig" rid="F2">Figure 2</xref>). For example, urine alkalinization may be particularly effective in uric acid stone formers, whereas thiazide diuretics and dietary sodium restriction may benefit patients with hypercalciuria. Similarly, potassium citrate supplementation may be indicated in hypocitraturic patients, while individuals with cystinuria often require intensive hydration and thiol-based therapies. Environmental and public health factors should also be integrated into individualized prevention strategies, particularly in populations exposed to chronic dehydration, high ambient temperatures, or limited access to healthy dietary resources. However, implementing personalized prevention strategies in routine clinical practice remains challenging because of poor long-term adherence to dietary modifications, difficulties in accurately assessing nutritional habits, variability in 24-h urine collections, and limited access to specialized multidisciplinary care. In addition, despite promising advances in genomics and omics technologies, important barriers still limit the implementation of precision medicine in clinical practice, including costs, limited accessibility to genetic testing, variability in patient adherence, and the lack of standardized clinical algorithms. Nevertheless, integrating phenotypic, metabolic, environmental, and genetic information may contribute to more accurate risk stratification, earlier diagnosis, reduced recurrence, and optimization of long-term management in patients with KSD.</p>
<sec id="s6-1">
<title>Conclusion</title>
<p>In conclusion, the multifactorial aetiology of kidney stone formation highlights the need for diverse and integrative approaches to comprehend its aetiology and apply the knowledge within the precision medicine framework. The decisive impact of metabolic-targeted dietary patterns and nutritional recipes, acting in synergy with epigenetic modulations and environmental determinants, constitutes a fundamental pillar of kidney stone formation. Acknowledging this multifactorial interplay is essential for transitioning toward an actionable precision medicine framework. At the same time, uncovering the genetic underpinnings of the disorder may enable early identification of individuals at elevated risk, paving the way for novel diagnostic tools, targeted therapies, and customized prophylactic measures for those prone to recurrent urolithiasis.</p>
</sec>
</sec>
</body>
<back>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>AL: writing &#x2013; original draft, review and editing; RS: writing &#x2013; original draft, review and editing; SA: writing &#x2013; original draft, review and editing; VA: writing &#x2013; original draft; AP: writing &#x2013; original draft; CL: writing &#x2013; original draft; GR: review and editing; VS: conceptualization, validation, supervision; GP: review and editing; PC: conceptualization, validation, supervision, writing &#x2013; review and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The authors acknowledge the use of ChatGPT (OpenAI, latest free version available at the time of use), a generative artificial intelligence model, for language support in the preparation of <xref ref-type="fig" rid="F2">Figure 2</xref>. The use of this tool did not affect the scientific content, and the authors take full responsibility for the final output.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that they do not have any conflicts of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1219528/overview">Musa Abubakar Kana</ext-link>, Federal University Lafia, Nigeria</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1339382/overview">Rei Unno</ext-link>, Nagoya City University, Japan</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3451536/overview">Piergiorgio Bolasco</ext-link>, Societa Italiana di Nefrologia, Italy</p>
</fn>
</fn-group>
</back>
</article>