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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1197151</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2024.1197151</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence of inherited metabolic disorders among newborns in Zhuzhou, a southern city in China</article-title>
<alt-title alt-title-type="left-running-head">Luo 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/fgene.2024.1197151">10.3389/fgene.2024.1197151</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Luo</surname>
<given-names>Hunjin</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2259890/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Jiqing</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Junfeng</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yi</surname>
<given-names>Huijian</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Xiaodong</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Peng</surname>
<given-names>Yao</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ni</surname>
<given-names>Liu</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Yi-Qiong</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xiao-Min</given-names>
</name>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Huang</surname>
<given-names>Hongping</given-names>
</name>
</contrib>
</contrib-group>
<aff>
<institution>Women and Children Healthcare Hospital of Zhuzhou</institution>, <addr-line>Zhuzhou</addr-line>, <addr-line>Hunan</addr-line>, <country>China</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/498350/overview">Jordi P&#xe9;rez-Tur</ext-link>, Spanish National Research Council (CSIC), Spain</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/1037160/overview">Xiaoping Luo</ext-link>, Huazhong University of Science and Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/640569/overview">Fazli Rabbi Awan</ext-link>, National Institute for Biotechnology and Genetic Engineering, Pakistan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Hunjin Luo, <email>490824805@qq.com</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1197151</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>03</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Luo, Wang, Chen, Yi, Yang, Peng, Ni, Yang, Zhang and Huang.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Luo, Wang, Chen, Yi, Yang, Peng, Ni, Yang, Zhang and Huang</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>
<bold>Background and aims:</bold> Defective enzymes, cofactors, or transporters of metabolic pathways cause inherited metabolic disorders (IMDs), a group of genetic disorders. Several IMDs have serious consequences for the affected neonates. Newborn screening for IMDs is conducted by measuring specific metabolites between 3 and 7&#xa0;days of life. Herein, we analyzed the incidence, spectrum, and genetic characteristics of IMDs in newborns in the Zhuzhou area.</p>
<p>
<bold>Methods:</bold> Tandem mass spectrometry was conducted on 90,829 newborns who were admitted to the Women and Children Healthcare Hospital of Zhuzhou and requested for screening for IMDs. These newborns were subsequently subjected to next-generation sequencing and further validated using Sanger sequencing.</p>
<p>
<bold>Results:</bold> 30 IMDs cases were found in 90,829 cases of newborns screened for IMDs, and the overall incidence was 1/3,027. The incidence of amino acid, organic acid, fatty acid oxidation and urea cycle disorders were 1/8,257, 1/18,165, 1/7,569, and 1/45,414, respectively. Additionally, 9 cases of maternal IMDs were found in our study, and unreported gene mutations of 3 cases IMDs were identified.</p>
<p>
<bold>Conclusion:</bold> Our data indicated that IMDs are never uncommon in zhuzhou, meanwhile, we also found that primary carnitine deficiency was the only disorder of fatty acid oxidation in Zhuzhou, and the incidence (1/7,569) was higher than the national level, organic acid metabolic diseases are mostly inherited. Therefore, our study has clarified the disease spectrum and genetic backgrounds, contributing to the treatment and prenatal genetic counseling of these disorders in this region.</p>
</abstract>
<kwd-group>
<kwd>inherited metabolic disorders</kwd>
<kwd>neonates</kwd>
<kwd>metabolites</kwd>
<kwd>tandem mass spectrometry</kwd>
<kwd>sanger sequencing</kwd>
<kwd>next-generation sequencing</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Genetics of Common and Rare Diseases</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>Defects in enzymes, cofactors, or transporters of metabolic pathways cause inherited metabolic disorders (IMDs), a group of genetic disorders (<xref ref-type="bibr" rid="B20">Scala et al., 2012</xref>; <xref ref-type="bibr" rid="B21">Scaturro et al., 2013</xref>). Several IMDs have serious consequences in affected neonates, including drowsiness, irreversible intellectual disability, physical disability, coma, and even death (<xref ref-type="bibr" rid="B19">Saudubray et al., 2002</xref>; <xref ref-type="bibr" rid="B26">Wasant et al., 2002</xref>). The genealogy and incidence of genetic metabolic diseases vary greatly among different regions and ethnic groups (<xref ref-type="bibr" rid="B3">Chace et al., 2003</xref>). Mass spectrometry is characterized by high throughput, efficiency, and sensitivity, and can simultaneously detect several metabolites (<xref ref-type="bibr" rid="B13">Millington et al., 1990</xref>; <xref ref-type="bibr" rid="B17">Rinaldo et al., 2006</xref>; <xref ref-type="bibr" rid="B7">Fernandez-Lainez et al., 2012</xref>). It is widely used in screening neonatal genetic metabolic diseases and is crucial in the early diagnosis of amino acid metabolic (<xref ref-type="bibr" rid="B27">Wilcken et al., 2003</xref>; <xref ref-type="bibr" rid="B23">Shi et al., 2012</xref>), organic acid metabolic, and fatty acid oxidation diseases. Tandem mass spectrometry (MS/MS)-based NBS was launched in 2004 in China, and the average incidence of IMDs in a preliminary study was 1/3,795 (<xref ref-type="bibr" rid="B23">Shi et al., 2012</xref>). In recent years, proteomics has been applied to the study of IMDs, and tandem mass spectrometry (MS/MS) technology has made key advances achieved in this field. This technology enables the analysis of large numbers of proteins in different body fluids (serum, plasma, urine, saliva, tears) with a single analysis of each sample, and can even be applied to dried samples (<xref ref-type="bibr" rid="B4">Chantada-Vazquez et al., 2022</xref>). Meanwhile, with the introduction of next-generation sequencing (NGS) for newborn screening (NBS), more inherited metabolic disorders (IMDs) can technically be included (<xref ref-type="bibr" rid="B25">Veldman et al., 2023</xref>). In this study, we retrospectively analyzed the screening results of various genetic metabolic diseases of 90,829 neonates born in Women and Children Healthcare Hospital of Zhuzhou from 2019 to 2022 based on 4&#xa0;years of experience in MS/MS to understand the disease spectrum, incidence, and clinical phenotype characteristics of amino acid metabolic, organic acid metabolic, and fatty acid oxidation diseases.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Newborns</title>
<p>From 2019 to 2022, 90,829 newborns born in the Women and Children Healthcare Hospital of Zhuzhou were screened for various genetic metabolic diseases using MS/MS. Written informed consent was obtained from all the guardians of the infants. This study was approved by the Women and Children Healthcare Hospital of Zhuzhou (ZZFY2022IRB06).</p>
</sec>
<sec id="s2-2">
<title>2.2 Reagents and instruments</title>
<p>The NeoBase&#x2122; nonderivatized MS/MS kit is a product of the PerkinElmer Company, and the series mass spectrometry analysis system (ACQUITY TQD) is a product of the Waters Company. The cutoff values were initially set with reference to the worldwide collaborative project and other screening centers (<xref ref-type="bibr" rid="B14">Niu et al., 2010</xref>), and as the number of samples increased, they were adjusted over time.</p>
</sec>
<sec id="s2-3">
<title>2.3 Sample collection, receiving, and MS/MS</title>
<p>Blood samples were collected using a heelstick and spotted on Whatman 903 filter paper. Blood collection for NBS is recommended between 3 and 7&#xa0;days of life. Dried blood spot (DBS) samples were delivered using cold-chain transportation to the Women and Children Healthcare Hospital of Zhuzhou within 5&#xa0;days. The DBSs with a diameter of 3.2&#xa0;mm were collected using an automatic drilling instrument, and the amino acids, free carnitines, and 30 acylcarnitines in the DBSs were analyzed using the NeoBase&#x2122; nonderivative kit and MS/MS system (Waters-ACQUITY TQD). The internal standards of 12 amino acids and 8 acylcarnitines were used. The cut-off values were initially set with reference to the worldwide collaborative project and other screening centers. Meanwhile, the screening indicators and their positive cut-off values were set according to the disease characteristics and were adjusted over time as the number of samples increased. Furthermore, retrospective revisions were annually made. Newborns with the results of clear aberrant initial screening were immediately referred for confirmatory tests, including biochemical and genetic analyses, and newborns with the results of mild initial screening were recalled for repeated tests. If the second test was still positive, the patient was referred for confirmatory tests.</p>
</sec>
<sec id="s2-4">
<title>2.4 Genetic analysis</title>
<p>Genetic analysis was performed in the Genuine Diagnostics Company (Guangzhou, Guangdong, China). Briefly, the Sanger&#x2013;Cusson method was used to sequence the exons and adjacent introns for positive cases of a certain disease. DBSs were used for whole-exome high-throughput sequencing for cases of multiple diseases corresponding to the same screening indicators, and the Sanger&#x2013;Cusson method was used to verify the positive sites. The PubMed database, Human Gene Mutation Database (HGMD), ClinVar, OMIM database, and the 2020 edition of ACMG guidelines were searched to identify the pathogenic mutations.</p>
</sec>
<sec id="s2-5">
<title>2.5 Diagnosis</title>
<p>Metabolic disease specialists made the definitive diagnoses based on the patients&#x2019; biochemical performance, genetic mutations, and clinical symptoms. Only patients diagnosed using genetic analysis were included in this study.</p>
</sec>
<sec id="s2-6">
<title>2.6 Statistical analysis</title>
<p>For cost calculation, the disease incidence rates were obtained from the NBS Management Information System, which covered all medical procedures for each NBS participant. Eleven diseases were diagnosed in 90,829 newborns who underwent MS/MS screening.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Screening results of IMDs in 90,829 newborns</title>
<p>In total, 90,829 newborns were included in this study. A total of 1,089 suspected positive cases were screened using MS/MS, and the initial screening positivity rate was 1.199%. A total of 1,067 cases (97.9%) were successfully recalled, and the biochemical and gene sequencing results were combined to finally diagnose 30 IMD cases (<xref ref-type="table" rid="T1">Table 1</xref>), with a positive predictive value of 2.7%. Eleven IMD types were detected in 30 confirmed cases, with 1/3,027 as the overall IMD detection rate. Eleven, five, and twelve patients with amino acid (36.6%), organic acid (16.6%), and fatty acid oxidation (40%) disorders, respectively, were found. The incidences of amino acid metabolism, organic acid metabolism, and fatty acid oxidation metabolism disorders were 1/8,257, 1/18,165, and 1/7,569, respectively. Additionally, nine patients with maternal diseases were identified using our MS/MS NBS system (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Positive cases detected by MS/MS newborn screening.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Disorders</th>
<th align="left">Positive cases</th>
<th align="left">Frequency</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Amino acid disorders</td>
<td align="left">11(36.6%)</td>
<td align="left">1/8,257</td>
</tr>
<tr>
<td align="left">Phenylalanine hydroxylase deficiency (PAHD)</td>
<td align="left">5</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Citrin deficiency (CD)</td>
<td align="left">4</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Homocysteinemia (HCY)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Hypermethioninemia (MET)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Organic acid disorders</td>
<td align="left">5(16.6%)</td>
<td align="left">1/18,165</td>
</tr>
<tr>
<td align="left">Short/branched chain acyl-CoA dehydrogenase deficiency (SCADD)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Methylmalonic academia (MMA)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Middle/branched chain acyl-CoA dehydrogenase deficiency (MCADD)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Holocarboxylase synthetase deficiency (HCSD)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Glutaric acidemia type I (GA-I)</td>
<td align="left">1</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Fatty acid oxidation disorders</td>
<td align="left">12(40%)</td>
<td align="left">1/7,569</td>
</tr>
<tr>
<td align="left">Primary carnitine deficiency (PCD)</td>
<td align="left">12</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Urea cycle disorders</td>
<td align="left">2(6.6%)</td>
<td align="left">1/45,414</td>
</tr>
<tr>
<td align="left">Ornithine transcarbamylase deficiency (OTCD)</td>
<td align="left">2</td>
<td align="left"/>
</tr>
<tr>
<td align="left">Total numbers</td>
<td align="left">30</td>
<td align="left">1/3,027</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Biochemical and genetic characteristics of nine patients with maternal disorders.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">No.</th>
<th align="left">Disorders</th>
<th align="left">Abnormal parameter and concentration (&#x3bc;mol/L)</th>
<th align="left">Affected gene</th>
<th align="left">Genotype</th>
<th align="left"/>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">1</td>
<td align="left">Primary carnitine deficiency (PCD)</td>
<td align="left">C0: 3.56</td>
<td align="left">SLC22A5</td>
<td align="left">c.1400C&#x3e;G (p.S467C)</td>
<td align="left">c.1400C&#x3e;G (p.S467C)</td>
</tr>
<tr>
<td align="left">2</td>
<td align="left">Primary carnitine deficiency (PCD)</td>
<td align="left">C0: 4.37</td>
<td align="left">SLC22A5</td>
<td align="left">c.760C&#x3e;T (p.R254&#x2a;)</td>
<td align="left">c.1400C&#x3e;G (p.S467C)</td>
</tr>
<tr>
<td align="left">3</td>
<td align="left">Phenylalanine hydroxylase deficiency (PAHD)</td>
<td align="left">Phe: 767.32 Phe/Tyr: 12.23</td>
<td align="left">PTS</td>
<td align="left">c.259C&#x3e;T (p.P87S)</td>
<td align="left">c.259C&#x3e;T (p.P87S)</td>
</tr>
<tr>
<td align="left">4</td>
<td align="left">Phenylalanine hydroxylase deficiency (PAHD)</td>
<td align="left">Phe: 428.95; Phe/Tyr:8.03</td>
<td align="left">PAH</td>
<td align="left">c.728G&#x3e;A (p.R243Q)</td>
<td align="left">c.728G&#x3e;A (p.R243Q)</td>
</tr>
<tr>
<td align="left">5</td>
<td align="left">Phenylalanine hydroxylase deficiency (PAHD)</td>
<td align="left">Phe: 311.25; Phe/Tyr: 6.23</td>
<td align="left">PAH</td>
<td align="left">c.728G&#x3e;A (p.R243Q)</td>
<td align="left">c.1174T&#x3e;A (p.F392I)</td>
</tr>
<tr>
<td align="left">6</td>
<td align="left">Homocysteinemia (HCY)</td>
<td align="left">Met:269.39</td>
<td align="left">CBS</td>
<td align="left">c.377T&#x3e;C (p.M126T)</td>
<td align="left">c.526G&#x3e;A (p.E176K)</td>
</tr>
<tr>
<td align="left">7</td>
<td align="left">Hypermethioninemia (MET)</td>
<td align="left">Met:217</td>
<td align="left">MAT1A</td>
<td align="left">c.433G&#x3e;A (p.E145K)</td>
<td align="left">c.529C&#x3e;T (p.R177W)</td>
</tr>
<tr>
<td align="left">8</td>
<td align="left">Glutaric acidemia type I (GA-I)</td>
<td align="left">C5DC &#x2b; C6OH: 5.58</td>
<td align="left">GCDH</td>
<td align="left">c.416C&#x3e;T (p.S139L)</td>
<td align="left">c.892G&#x3e;A (p.A298T)</td>
</tr>
<tr>
<td align="left">9</td>
<td align="left">Holocarboxylase synthetase deficiency (HCSD)</td>
<td align="left">C5OH &#x2b; C4DC: 1.56</td>
<td align="left">HLCS</td>
<td align="left">c.1522C&#x3e;T (p.R508W)</td>
<td align="left">c.1544G&#x3e;A(p.S515)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-2">
<title>3.2 Results of amino acid disorders</title>
<p>Four types of amino acid metabolic disorders (Phenylalanine hydroxylase deficiency (PAHD), citrin deficiency (CD), Hypermethioninemia (MET), and homocysteinemia (HCY) were detected, and PAHD deficiency was the most common (45.4%), followed by citrin deficiency (36.3%). Only one MET case (9%) and one HCY case (9%) were found. Among these cases, the phenylalanine concentration and phenylalanine/tyrosine ratio in patients with BH4D were significantly higher than those in patients with PAHD. Methionine concentrations in patients with MET and HCY were 217 and 269.39&#xa0;&#x3bc;mol/L, respectively, which were higher than the reference range (reference range: 6.5&#x2013;38&#xa0;&#x3bc;mol/L) (<xref ref-type="table" rid="T3">Table3</xref>). The main mutations in the <italic>PAH</italic> gene of PAHD were c.728G&#x3e;A (p.R243Q), c. 1,174&#x3e; (p.F392I), c.259C&#x3e;T (p.P87S), c.728G &#x3e; A (p.R243Q), and c.433G &#x3e; A c. C (p.S2R), and the mutations in the <italic>CBS</italic> gene of HCY were c.377T&#x3e;C (p.M126T) and c.526G&#x3e;A; (E176k). The mutations in the <italic>MAT1A</italic> gene of MET were c.433G&#x3e;A (p.E145K) and c.529C&#x3e;T; R177W). Four patients with CD had four different mutations in the <italic>SLC25A13</italic> gene.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Levels of abnormal parameters for different disorders of amino acid metabolism.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Amino acidemias (n &#x3d; 11)</th>
<th align="left">n (%)</th>
<th align="left">Abnormal parameter</th>
<th align="left">Concentration mean (&#x3bc;mol/L)</th>
<th align="left">References range (&#x3bc;mol/L)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Phenylalanine hydroxylase deficiency (PAHD)</td>
<td align="left">5 (45.4)</td>
<td align="left">Phe</td>
<td align="left">311.25<bold>/</bold>323.45<bold>/</bold>328.23<bold>/</bold>348.65<bold>/</bold>767.32</td>
<td align="left">23&#x2013;95</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">Phe/Tyr</td>
<td align="left">6.23<bold>/</bold>6.78<bold>/</bold>6.98<bold>/</bold>8.03<bold>/</bold>12.23</td>
<td align="left">0.2&#x2013;1.4</td>
</tr>
<tr>
<td align="left">Citrin deficiency (CD)</td>
<td align="left">4 (36.3)</td>
<td align="left">Cit</td>
<td align="left">41.19/56.53/57.32/93.53/</td>
<td align="left">5.5&#x2013;28</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">Cit/Arg</td>
<td align="left">3.23/4.44/4.45/9.56</td>
<td align="left">0.35&#x2013;15</td>
</tr>
<tr>
<td align="left">Homocysteinemia (HCY)</td>
<td align="left">1 (9)</td>
<td align="left">Met</td>
<td align="left">269.39</td>
<td align="left">6.5&#x2013;38</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">Met/Phe</td>
<td align="left">8.72</td>
<td align="left">0.1&#x2013;0.7</td>
</tr>
<tr>
<td align="left">hypermethioninemia (MET)</td>
<td align="left">1 (9)</td>
<td align="left">Met</td>
<td align="left">217</td>
<td align="left">6.5&#x2013;38</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">Met/Phe</td>
<td align="left">3.48</td>
<td align="left">0.1&#x2013;0.7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 Organic acid disorders and no reported gene mutations</title>
<p>Five types of organic acid disorders were detected in Zhuzhou: short-chain acyl-CoA dehydrogenase deficiency (SCADD), methylmalonic cademia (MMA), middle/branched chain acyl-CoA dehydrogenase deficiency (MCADD), holocarboxylase synthetase deficiency (HCSD), and type I glutaric cademia (GA-I) (<xref ref-type="table" rid="T4">Table 4</xref>). The incidence rate was 1/18,165, which was relatively low. Preliminary NBS results showed that C4 concentration with SCADD was slightly increased; the C4/C2 and C4/C3 ratios were higher than the normal range; C6, C8, and C6DC concentrations with MCADD was increased; the C5 concentration of MMA was high; and the C3/C0 and C3/C2 ratios were beyond the normal range (<xref ref-type="table" rid="T4">Table 4</xref>). Ten different mutations in five genes (<italic>GCDH</italic>, <italic>ACADM</italic>, <italic>ACADS</italic>, <italic>HLCS</italic>, and <italic>MMACHC</italic>) were identified in the five patients with organic acid disorders. Notably, the three mutations (c.893G&#x3e;A (p.R298K), c.482G&#x3e;A (p.S161N), and c.1544G&#x3e;A (p.S515)) of three of the genes (<italic>ACADM</italic>, <italic>ACADS</italic>, and <italic>HLCS</italic>) were not reported (<xref ref-type="table" rid="T5">Table 5</xref>). Additionally, mutations in two (<italic>ACADM</italic> and <italic>ACADS</italic>) of the five organic acid disorders were paternally inherited, whereas mutations in the other two diseases (HLCS and GA-I) were maternally inherited.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Levels of abnormal parameters for different organic acid disorders.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Organic acidemias (n &#x3d; 5)</th>
<th align="left">n (%)</th>
<th align="left">Abnormal parameter</th>
<th align="left">Concentration mean (&#x3bc;mol/L)</th>
<th align="left">References range (&#x3bc;mol/L)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Short/branched chain acyl-CoA dehydrogenase deficiency (SCADD)</td>
<td align="left">1 (20)</td>
<td align="left">C4</td>
<td align="left">1.34</td>
<td align="left">0.03&#x2013;0.48</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">C4/C2</td>
<td align="left">0.06</td>
<td align="left">0.004&#x2013;0.04</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">C4/C3</td>
<td align="left">0.77</td>
<td align="left">0.04&#x2013;0.4</td>
</tr>
<tr>
<td align="left">Methylmalonic academia (MMA)</td>
<td align="left">1 (20)</td>
<td align="left">C3</td>
<td align="left">7.44</td>
<td align="left">0.35&#x2013;3.8</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">C3/C0</td>
<td align="left">0.41</td>
<td align="left">0.01&#x2013;0.2</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">C3/C2</td>
<td align="left">0.62</td>
<td align="left">0.03&#x2013;0.2</td>
</tr>
<tr>
<td align="left">Middle/branched chain acyl-CoA dehydrogenase deficiency (MCADD)</td>
<td align="left">1 (20)</td>
<td align="left">C6</td>
<td align="left">0.47</td>
<td align="left">0.03&#x2013;0.35</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">C8</td>
<td align="left">10.88</td>
<td align="left">0.02&#x2013;0.15</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">C6DC</td>
<td align="left">0.95</td>
<td align="left">0.03&#x2013;0.25</td>
</tr>
<tr>
<td align="left">Holocarboxylase synthetase deficiency (HCSD)</td>
<td align="left">1 (20)</td>
<td align="left">C5OH &#x2b; C4DC</td>
<td align="left">1.56</td>
<td align="left">0.07&#x2013;0.37</td>
</tr>
<tr>
<td align="left">Glutaric acidemia type I (GA-I)</td>
<td align="left">1 (20)</td>
<td align="left">C5DC &#x2b; C6OH</td>
<td align="left">5.58</td>
<td align="left">0.03&#x2013;0.24</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Identification three novels mutation in disorders of amino acid metabolism and organic acid disorders.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Disorders</th>
<th align="left">Affected gene</th>
<th align="left">Genotype</th>
<th align="left">Reported</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Short/branched chain acyl-CoA dehydrogenasedeficiency (SCADD)</td>
<td align="left">ACADM</td>
<td align="left">c.893G&#x3e;A(p.R298K)</td>
<td align="left">No reported</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">c.1097G&#x3e;A (p.G366E)</td>
<td align="left">reported</td>
</tr>
<tr>
<td align="left">Middle/branched chain acyl-CoA dehydrogenase deficiency (MCADD)</td>
<td align="left">ACADS</td>
<td align="left">c.482G&#x3e;A(p.S161N)</td>
<td align="left">No reported</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">c.1031A&#x3e;G (p.E344G)</td>
<td align="left">reported</td>
</tr>
<tr>
<td align="left">Holocarboxylase synthetase deficiency (HCSD)</td>
<td align="left">HLCS</td>
<td align="left">c.1544G&#x3e;A(p.S515)</td>
<td align="left">No reported</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">c.1522C&#x3e;T (p.R508W)</td>
<td align="left">reported</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4">
<title>3.4 Fatty acid oxidation disorders (FAODs) and urea cycle disorder</title>
<p>Only one type of fatty acid metabolic disease&#x2013;primary carnitine deficiency (PCD)&#x2013;was diagnosed in Zhuzhou. Twelve patients were diagnosed with a 1/7,569 incidence rate. All infants diagnosed with PCD had low free carnitine levels, with an average C0 of approximately 4.72 (<xref ref-type="table" rid="T6">Table 6</xref>). Mutations in the <italic>SLC22A5</italic> gene were identified in 12 cases of neonatal PCD. The most common mutation was c.1400C&#x3e;T (p.S467C), followed by c.760C&#x3e;T (p.R254X), c.51C&#x3e;G (p.F17L), and c.797C&#x3e;T (p.P266L). Additionally, two cases of urea cycle disorders (ornithine transcarbamylase deficiency) were detected. Both patients had low citrulline levels and their Orn/Cit ratios were higher than the normal range (<xref ref-type="table" rid="T6">Table 6</xref>).</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Levels of abnormal parameters for different disorders of fatty acid oxidation disorders and Urea cycle disorders.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Fatty acid oxidation disorders and urea cycle disorders (n &#x3d; 14)</th>
<th align="left">n (%)</th>
<th align="left">Abnormal parameter</th>
<th align="left">Concentration mean (range) (&#x3bc;mol/L)</th>
<th align="left">References range (&#x3bc;mol/L)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Primary carnitine deficiency (PCD)</td>
<td align="left">12 (85.7)</td>
<td align="left">C0</td>
<td align="left">4.72 (3.56&#x2013;7.94)</td>
<td align="left">9&#x2013;50</td>
</tr>
<tr>
<td align="left">Ornithine transcarbamylase deficiency (OTCD)</td>
<td align="left">2 (14.3)</td>
<td align="left">Cit</td>
<td align="left">1.4<bold>/</bold>1.6</td>
<td align="left">5.5&#x2013;28</td>
</tr>
<tr>
<td align="left"/>
<td align="left"/>
<td align="left">Orn/Cit</td>
<td align="left">43.94<bold>/</bold>50.21</td>
<td align="left">2.5&#x2013;20</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>MS/MS has become the main means to expand the screening of newborn IMDs. It can screen 40 to 50 disease types, including amino acid metabolism, organic acid metabolism, and fatty acid oxidation disorders (<xref ref-type="bibr" rid="B22">Schulze et al., 1999</xref>; <xref ref-type="bibr" rid="B10">Lindner et al., 2011</xref>; <xref ref-type="bibr" rid="B15">Ombrone et al., 2016</xref>). Newborn screening is an effective disease prevention measure, which can prevent children&#x2019;s intellectual disability and improve the quality of the birth population (<xref ref-type="bibr" rid="B2">Chace et al., 1999</xref>; <xref ref-type="bibr" rid="B1">American College of Medical Genetics Newborn Screening Expert, 2006</xref>). The data used in this study were obtained from the counties and districts of the city, covering the city&#x2019;s urban and suburban towns. From 2019 to 2022, 90,829 newborns were screened for 48 IMDs using MS/MS, and 11 diseases of four types (amino acid metabolic, organic acid, fatty acid oxidation, and urea cycle disorders) were detected. The total incidence rate was approximately 1/3,027. The incidence rates of neonatal amino acid metabolic, organic acid metabolic, and fatty acid oxidation diseases were approximately 1/11,831, 1/16,007, and 1/6,977, respectively. China is a large population, and according to the overall incidence of neonatal IMDs published by the state, about 3,000 patients accumulate every year. If these children are diagnosed and treated promptly, intellectual disability can be avoided. This has significant social and economic benefits.</p>
<p>The incidence rate of amino acid disorders in our study was lower (1/8,257) than that in Germany (26.3/100,000), the United Kingdom (26.7/100,000), and China (17.1/100,000) (<xref ref-type="bibr" rid="B18">Sanderson et al., 2006</xref>; <xref ref-type="bibr" rid="B8">Huang et al., 2022</xref>) and was even lower than that in neighboring Guangzhou (1/11,831) (<xref ref-type="bibr" rid="B24">Tang et al., 2021</xref>). Four amino acid disorders types were detected in our study, and PAHD accounted for the highest proportion of amino acid metabolic diseases. Some were mild cases, indicating that the incidence rate of amino acid metabolic diseases in this region is relatively low. In the future, primary prevention is expected to reduce such diseases to a lower level to improve the quality of the birth population.</p>
<p>Five types of organic acid metabolic diseases (short/branched chain acyl-CoA dehydrogenase deficiency (SCADD), methylmalonic cademia (MMA), middle/branched chain acyl-CoA dehydrogenase deficiency (MCADD), holocarboxylase synthetase (HCSD), and glutaric cademia type I (GA-I) were detected. The incidence of organic acid metabolic diseases in our study was 1/18,165, which was lower than the national average (1/8,071) (<xref ref-type="bibr" rid="B6">Deng et al., 2021</xref>). Notably, this study reported three unreported mutations in three genes (<italic>ACADM</italic>, <italic>ACADS</italic>, and <italic>HLCS</italic>) [c.893G&#x3e;A (p.R298K), c.482G&#x3e;A (p.S161N), and c.1544G&#x3e;A (p.S515)] (<xref ref-type="table" rid="T5">Table 5</xref>) The three genes were derived from three diseases (SCADD, MCADD, and HCSD), and all of them were compound heterozygous mutations. These newly discovered mutations are convenient for providing further genetic counseling and enriching the database information of organic acid metabolism diseases. Most of the five diseases were inherited from parents. The results of this study suggest that although the incidence of organic acid metabolic diseases is low in this region, the proportion of people carrying the gene mutations for organic acid metabolic diseases is relatively high.</p>
<p>The combined FAOD incidence is 1/9,300 in reports from Australia, Germany, and the United States; however, it is rarely identified in Asian countries. In this study, the incidence of FAOD was 1/7,569. This was higher than that in Zhejiang Province (1/32,354) (<xref ref-type="bibr" rid="B9">Huang et al., 2011</xref>), Suzhou City (1/10,041) (<xref ref-type="bibr" rid="B12">Luo et al., 2018</xref>), Shanxi Province (1/9,015) (<xref ref-type="bibr" rid="B5">Dai et al., 2021</xref>) and the national average level of 1/10,917 (<xref ref-type="bibr" rid="B11">Lindner et al., 2010</xref>; <xref ref-type="bibr" rid="B6">Deng et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Pereira et al., 2021</xref>). Furthermore, only one fatty acid metabolic disease was found in this region. The common gene mutations was <italic>SLC22A5</italic> c.1400C&#x3e;G (p.S467C), with 90% of patients with PCD having this gene mutation, of which two patients maternally inherited PCD. Notably, the incidence of fatty acid metabolism in the Zhuzhou area was higher than that in other areas, and only one disease (PCD) was found, and its incidence is much higher than that of the Chinese population. This suggests a regionally high incidence of IMDs in this area.</p>
<p>Thus, by analyzing the screening and genetic diagnosis results of 90,829 newborns with IMDs in Zhuzhou, the disease spectrum, incidence, and clinical phenotype characteristics of amino acid metabolic, organic acid, and fatty acid oxidation disorders in newborns were determined. However, this study provides a different perspective. The incidence of fatty acid oxidation disorders in the Zhuzhou was relatively high, and the incidence of PCD was higher than that of other IMDs, suggesting a high regional incidence of fatty acid oxidation disorders in this area. The prevalence of organic acid metabolic diseases is high, and most patients with organic acid metabolism are inherited from their parents. Scientifically screening and diagnosing IMD the cases using biochemical methods and second-generation sequencing are required to achieve early screening and diagnosis and to provide strong support for reducing neonatal birth defects.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>We have provided the most comprehensive mutation spectrum for IMDs. Additionally, we provided intensive genetic counseling and methods for early diagnosis and treatment. Our study may provide a baseline for genetic counseling, public education, and a reference for improving the prevention of IMDs.</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/<xref ref-type="sec" rid="s11">Supplementary Material</xref>, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics statement</title>
<p>Written informed consents were obtained from all the infants&#x2019; parents. This study was approved by Women and Children Healthcare Hospital of Zhuzhou (ZZFY2022IRB06).</p>
</sec>
<sec id="s8">
<title>Author contributions</title>
<p>HL and JW conceived and designed the study. HY and XY performed MS/MS for newborn screening and were responsible for recall; JC and LN conducted clinical genetic counseling and diagnosis; and Y-QY and YP conducted genetic detection. HH and X-MZ contributed to tracking the research objects. HL provided written guidance and corrections. All authors contributed to the article and approved the submitted version.</p>
</sec>
<ack>
<p>We are grateful to all the participants of this study and we thank X-MZ for his kind assistance with manuscript preparation. We would like to thank Editage (<ext-link ext-link-type="uri" xlink:href="http://www.editage.com">www.editage.com</ext-link>) for English language editing.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2024.1197151/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fgene.2024.1197151/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet2.pdf" id="SM1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet3.pdf" id="SM2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM3" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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