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<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="case-report" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2021.760154</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Case Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>New Regions With Molecular Alterations in a Rare Case of Insulinomatosis: Case Report With Literature Review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Anoshkin</surname>
<given-names>Kirill</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1001770"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vasilyev</surname>
<given-names>Ivan</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Karandasheva</surname>
<given-names>Kristina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/698016"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shugay</surname>
<given-names>Mikhail</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/104866"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kudryavtseva</surname>
<given-names>Valeriya</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1450624"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Egorov</surname>
<given-names>Alexey</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gurevich</surname>
<given-names>Larisa</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mironova</surname>
<given-names>Anna</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Serikov</surname>
<given-names>Alexey</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kutsev</surname>
<given-names>Sergei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Strelnikov</surname>
<given-names>Vladimir</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/684914"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Laboratory of Epigenetics, Research Centre for Medical Genetics</institution>, <addr-line>Moscow</addr-line>, <country>Russia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>I.M. Sechenov First Moscow State Medical University</institution>, <addr-line>Moscow</addr-line>, <country>Russia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Pirogov Russian National Research Medical University</institution>, <addr-line>Moscow</addr-line>, <country>Russia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Science</institution>, <addr-line>Moscow</addr-line>, <country>Russia</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Privolzhsky Research Medical University</institution>, <addr-line>Nizhny Novgorod</addr-line>, <country>Russia</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Morphological Department of Oncology, M.F. Vladimirsky Moscow Regional Research and Clinical Institute</institution>, <addr-line>Moscow</addr-line>, <country>Russia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Antongiulio Faggiano, Sapienza University of Rome, Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jean-Yves Scoazec, Institut Gustave Roussy, France; Giovanni Vitale, University of Milan, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Kirill Anoshkin, <email xlink:href="mailto:anoshkinki@gmail.com">anoshkinki@gmail.com</email> </p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Cancer Endocrinology, a section of the journal Frontiers in Endocrinology</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>10</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>12</volume>
<elocation-id>760154</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>09</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Anoshkin, Vasilyev, Karandasheva, Shugay, Kudryavtseva, Egorov, Gurevich, Mironova, Serikov, Kutsev and Strelnikov</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Anoshkin, Vasilyev, Karandasheva, Shugay, Kudryavtseva, Egorov, Gurevich, Mironova, Serikov, Kutsev and Strelnikov</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>Insulinomatosis is characterized by monohormonality of multiple macro-tumors and micro-tumors that arise synchronously and metachronously in all regions of the pancreas, and often recurring hypoglycemia. One of the main characteristics of insulinomatosis is the presence of insulin-expressing monohormonal endocrine cell clusters that are exclusively composed of proliferating insulin-positive cells, are less than 1 mm in size, and show solid islet-like structure. It is presumed that insulinomatosis affects the entire population of &#x3b2;-cells. With regards to molecular genetics, this phenomenon is not related to mutation in <italic>MEN1</italic> gene and is more similar to sporadic benign insulinomas, however, at the moment molecular genetics of this disease remains poorly investigated. NGS sequencing was performed with a panel of 409 cancer-related genes. Results of sequencing were analyzed by bioinformatic algorithms for detecting point mutations and copy number variations. DNA copy number variations were detected that harbor a large number of genes in insulinoma and fewer genes in micro-tumors. qPCR was used to confirm copy number variations at <italic>ATRX</italic>, <italic>FOXL2</italic>, <italic>IRS2</italic> and <italic>CEBPA</italic> genes. Copy number alterations involving <italic>FOXL2</italic>, <italic>IRS2</italic>, <italic>CEBPA</italic> and <italic>ATRX</italic> genes were observed in insulinoma as well as in micro-tumors samples, suggesting that alterations of these genes may promote malignization in the &#x3b2;-cells population.</p>
</abstract>
<kwd-group>
<kwd>neuroendocrine tumors</kwd>
<kwd>FOXL2</kwd>
<kwd>IRS2</kwd>
<kwd>CEBPA</kwd>
<kwd>copy number variation</kwd>
<kwd>insulinomatosis</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="35"/>
<page-count count="8"/>
<word-count count="3080"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Multiple insulinomas are most common in MEN1 syndrome, however, several studies show that they can also occur sporadically, albeit very rarely, and are referred to insulinomatosis (<xref ref-type="bibr" rid="B1">1</xref>&#x2013;<xref ref-type="bibr" rid="B3">3</xref>). Term &#x201c;insulinomatosis&#x201d; was introduced and described by Anlauf et&#xa0;al. (<xref ref-type="bibr" rid="B1">1</xref>). It is characterized by monohormonality of multiple macrotumors and microtumors that arise synchronously and metachronously in all regions of the pancreas, rare of metastases, and often recurring hypoglycemia. In addition, one of the main characteristics of insulinomatosis is the presence of insulin-expressing monohormonal endocrine cell clusters that are exclusively composed of proliferating insulin-positive cells, are less than 1 mm in size, and show solid islet-like structure. Authors suggested that insulinomatosis affects the entire population of &#x3b2;-cells (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). With regards to molecular genetics, this phenomenon is not related to mutation in <italic>MEN1</italic> gene and is more similar to sporadic benign insulinomas, however, large-scale molecular genetic studies on this disease have not yet been carried out (<xref ref-type="bibr" rid="B1">1</xref>). Here we present a very rare case of insulinomatosis in a patient with hypoglycemia syndrome and without known hereditary syndromes.</p>
</sec>
<sec id="s2">
<title>Case Presentation</title>
<p>A male in his 60s with clinical signs of hypoglycemia was admitted to the surgical department of Sechenov University. The patient signed informed agreement to undergo diagnostic procedures and treatment, as well as to participate in the study, and for the presentation of clinical and molecular data in scientific and medical literature. This case report was approved by the local Ethics Committee at the Research Centre for Medical Genetics, Moscow, Russia.</p>
<p>The history of the disease is about 6 years with fasting serum glucose 2.7-3.7 mmol/l compensated by sugar intake. The 72-hour fasting test was negative. The past medical history is significant for combination treatment for laryngeal carcinoma T2N0M0, stage II. Currently there are no signs of recurrence. CT scan of the abdomen shows heterogeneous hypervascular soft tissue mass up to 26 mm suspicious for neuroendocrine tumor (NET), located within the tail of the pancreas, with a well-defined cystic component attached to the splenic artery and vein without invasion. Hypervascular lesions of up to 5 mm without clear borders are detected within the surrounding parenchyma of the pancreatic tail.</p>
<sec id="s2_1">
<title>Treatment</title>
<p>Based on the obtained diagnostic data, the multidisciplinary board was held, implying the participation of surgical oncologist, medical oncologist, pathologist and radiation oncologist. Taking into account tumor size more than 2 cm and hypoglycemia syndrome radical pancreatic resection was planned. A distal spleen-preserving pancreatectomy was performed.</p>
</sec>
<sec id="s2_2">
<title>Outcome</title>
<p>Taking into account multiple microadenomas in the pancreatic parenchyma the recurrence rate of the hyperinsulinemic hypoglycemia is relatively high. Thus, patient is examined every 3-6 month. In our case there are no signs of hypoglycemia and no pancreatic tumors on imaging during 30 months of follow-up by CT and PET-CT scanning.</p>
</sec>
<sec id="s2_3">
<title>Microscopy and Immunohistochemistry</title>
<p>Microscopic examination showed well differentiated neuroendocrine tumor with 2 mitoses and no necrosis in 10 HPF. There are multiple large microadenomas in the surrounding pancreatic tissue. Tumor cells are positive for synaptophysin and chromogranin A, as well as for insulin (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1A, B</bold>
</xref>). There is no expression of glucagon, somatostatin and pancreatic polypeptide. Ki-67 is less than 1.5%, Grade 1. The cells of microadenomas express insulin and are negative for glucagon and somatostatin (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1C, D</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p><bold>(A)</bold> Hematoxylin and eosin (H&amp;E)-stained slide of insulinoma (x250 magnification). <bold>(B)</bold> Immunohistochemical reaction with antibodies to insulin in insulinoma (x125 magnification). <bold>(C)</bold> Hematoxylin and eosin (H&amp;E)-stained slide of microtumors (x10 magnification). <bold>(D)</bold> Immunohistochemical reaction with antibodiesto insulin in microadenoma (x10 magnification). Red arrows point to insulin-producing microadenomas. Red stars indicate the microtumors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-760154-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="s3_1">
<title>DNA Extraction</title>
<p>Macrodissection of tumors was performed under guidance of pathologist. DNA was extracted from four formalin-fixed, paraffin-embedded (FFPE) tumor tissues by using GeneRead DNA FFPE kit (Qiagen, Germany), and from whole peripheral blood by using standard phenol-chloroform extraction protocol. One tumor sample was insulinoma, three others were small proliferative insulin-expressing monohormonal endocrine cell clusters (IMECCs).</p>
</sec>
<sec id="s3_2">
<title>NGS Sequencing</title>
<p>Next generation sequencing (NGS) was performed by using Ion AmpliSeq targeted amplification technology with AmpliSeq Comprehensive Cancer Panel (Thermo Fisher Scientific, United States) with exon coverage of 409 oncogenes and tumor suppressor genes.</p>
</sec>
<sec id="s3_3">
<title>Bioinformatic Analysis</title>
<p>The bioinformatic workflow for sequencing data analysis was based on Torrent Suite software (version 5.10.1). Annotation was performed by ANNOVAR (<xref ref-type="bibr" rid="B4">4</xref>). CNVs were called using CNVpanelizer R package (version 1.22.0) ran with default parameters (<xref ref-type="bibr" rid="B5">5</xref>). Putative CNV status is assigned when there is a significant difference between observed copy number and the one expected from the bootstrapped distribution. A reliable CNV is called when the upper bound of the copy number ratio is below the lower bound of background (noise) copy number for deletion or when the lower bound of the copy number ratio is above the upper bound of background (noise) copy number for amplification.</p>
</sec>
<sec id="s3_4">
<title>Sanger Sequencing</title>
<p>Sanger sequencing was performed for detection of the Trp372Arg mutation in <italic>YY1</italic> gene. PCR was performed in 25 &#xb5;l reactions. The reaction mixture for PCR consisted of the following reagents: 8% glycerol, 68 mM Tris-HCl with pH 8.3, 17 mM (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>, 0.01% Tween-20, 0.1 mg/ml BSA, 0.2 mM each dNTP, 1.5 units Taq polymerase, 0.12 pM each primer, 2.5 mM MgCl<sub>2</sub>. On top, 40-60 &#x3bc;l of mineral oil was layered. PCR reaction was performed with the following parameters: 95&#xb0;C for 5 min, followed by 30 cycles of 95&#xb0;C for 40 seconds, 61&#xb0;C for 40 seconds and 72&#xb0;C for 40 seconds. Final elongation was at 72&#xb0;C for 5 minutes. Sanger sequencing was performed on ABI3500 according to the manufacturer&#x2019;s protocol (Thermo Fisher, USA). Sequencing results were analyzed in Chromas software and compared to GenBank database using the BLAST algorithm. Primer sequences for Trp372Arg are listed in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Primer sequences for Trp372Arg and qPCR confirmations (genome assembly GRCh37/hg19).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Amplicon name</th>
<th valign="top" align="center">Forward primer</th>
<th valign="top" align="center">Reverse primer</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" colspan="3" align="center">Primers for Trp372Arg in YY1 gene</td>
</tr>
<tr>
<td valign="top" align="left">Y1_372</td>
<td valign="top" align="left">GGGTCTGGTCAGAGTTGCTG</td>
<td valign="top" align="left">CCATCGAAGGGGCACACATA</td>
</tr>
<tr>
<td valign="top" colspan="3" align="center">Primers for qPCR</td>
</tr>
<tr>
<td valign="top" align="left">B2M</td>
<td valign="top" align="left">TGCTGTCTCCATGTTTGATGTATCT</td>
<td valign="top" align="left">TCTCTGCTCCCCACCTCTAAGT</td>
</tr>
<tr>
<td valign="top" align="left">ATRXex1</td>
<td valign="top" align="left">TGTCGGCTTCTGTGATTGCT</td>
<td valign="top" align="left">TTTGAGCTGTGGGGAGGTTC</td>
</tr>
<tr>
<td valign="top" align="left">ATRXex9</td>
<td valign="top" align="left">CTTTCCCCGCCTGAGTCTTT</td>
<td valign="top" align="left">GGTGAGCAGGATGAGTCACA</td>
</tr>
<tr>
<td valign="top" align="left">CEBPA</td>
<td valign="top" align="left">ACAAACAAGGCTGAGGGTCC</td>
<td valign="top" align="left">GTGGGTCAGCTCTGAGGATG</td>
</tr>
<tr>
<td valign="top" align="left">IRS2ex1</td>
<td valign="top" align="left">GTTGAGGTAGTCCCCGTTGG</td>
<td valign="top" align="left">GAGGACAGTGGGTACATGCG</td>
</tr>
<tr>
<td valign="top" align="left">IRS2ex2</td>
<td valign="top" align="left">CGACAGCCCTCCAATCAAGT</td>
<td valign="top" align="left">ACCAGTGTGTGGCAGTTCTC</td>
</tr>
<tr>
<td valign="top" align="left">FOXL2</td>
<td valign="top" align="left">ACACACGTATTGGTCCGTCC</td>
<td valign="top" align="left">GTGCAGTCCATGGCTAGACG</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_5">
<title>Quantitative PCR</title>
<p>Quantitative PCR (qPCR) is one of the methods that are widely used to detect copy number changes. This method is preferable due to its low consumable and instrumentation costs, high sensitivity and fast development time of assay (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B9">9</xref>). qPCR was performed to confirm the results of CNVPanelizer packages for <italic>CEBPA</italic> and <italic>FOXL2</italic> gene, the first and the second exons of <italic>IRS2</italic> gene and the first and the ninth exons of <italic>ATRX</italic> gene.</p>
<p>The qPCR mixes were prepared according to the GenPak PCR Core protocol (Isogene Lab ltd, Russia) in 20 &#xb5;l reactions containing 1 ng genomic DNA and using SYBR green as a reporter and ROX as a reference dyes. All qPCR reactions were run in triplicate on a QuantStudio 5 Real-Time PCR System for Human Identification (Thermo Fisher Scientific, USA). The PCR conditions were as follows: 95&#xb0;C for 5 min, followed by 40 cycles of 95&#xb0;C for 20 seconds, 60&#xb0;C for 20 seconds and 72&#xb0;C for 20 seconds. Data were analyzed by the &#x394;&#x394;Ct method (<xref ref-type="bibr" rid="B10">10</xref>). The relative copy number was estimated by comparison with a normal blood control DNA sample. We used the <italic>B2M</italic> housekeeping gene as an endogenous control. Primer sequences for qPCR are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
</sec>
</sec>
<sec id="s4">
<title>Results</title>
<sec id="s4_1">
<title>Sanger Sequencing</title>
<p>Point mutation Trp372Arg (Chr14:100,743,807, hg19) in <italic>YY1</italic> gene was not found in the tested samples.</p>
</sec>
<sec id="s4_2">
<title>Next Generation Sequencing</title>
<p>Median NGS read coverage was 486x, 461x, 471x, 454x for four tumor samples and 217x for a blood sample.</p>
<sec id="s4_2_1">
<title>Single Nucleotide Variations</title>
<p>No pathogenic point mutations associated with any genetic syndrome including MEN1 were found in blood, neither pathogenic point mutations in tumor samples.</p>
</sec>
<sec id="s4_2_2">
<title>Copy Number Variations</title>
<sec id="s4_2_2_1">
<title>CNVs in Tumors</title>
<p>CNVPanelizer in total has detected 54 genes within CNV regions, where 51, 14 and 4 genes were found in insulinoma, IMECCs #1 and #3, respectively (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). By using ONgene (<xref ref-type="bibr" rid="B11">11</xref>) and TSGgene (<xref ref-type="bibr" rid="B12">12</xref>) databases that aggregate information about oncogenes and tumor suppressor genes respectively, we identified several oncogenes and tumor suppressor genes with different CNV status in our tumor samples.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Heatmap of the results of CNVPanelizer.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-760154-g002.tif"/>
</fig>
<p>In insulinoma sample, ten oncogenes (<italic>BCL2</italic>, <italic>DDIT3</italic>, <italic>FGFR4</italic>, <italic>IRS2</italic>, <italic>KLF6</italic>, <italic>MAFB</italic>, <italic>MYCN</italic>, <italic>NTRK1</italic>, <italic>SOX2</italic> and <italic>TLX1</italic>) were with either putative or reliable status of gain, and nine tumor suppressor genes (<italic>APC</italic>, <italic>ATM</italic>, <italic>ATR</italic>, <italic>BLM</italic>, <italic>FAS</italic>, <italic>HIF1A</italic>, <italic>LIFR</italic>, <italic>NBN</italic> and <italic>RB1</italic>) were with putative or reliable status of loss.</p>
<p>With regards to IMECCs, in IMECC #1 sample two oncogenes, <italic>SOX2</italic> and <italic>IRS2</italic>, were with putative status of gain. In IMECC #3 four oncogenes, <italic>IRS2</italic>, <italic>MYCN</italic>, <italic>NTRK1</italic>, <italic>TLX1</italic>, were with putative status of gain and one tumor suppressor gene, <italic>BLM</italic>, with putative status of loss. In IMECC #2 according to CNVPanelizer no CNVs were detected.</p>
<p>With regards to the most common genes that mutate in pancreatic neuroendocrine neoplasms (panNENs) (<italic>MEN1</italic>, <italic>ATRX</italic> and <italic>DAXX</italic>) only loss of <italic>ATRX</italic> was detected in insulinoma sample. Visualizing the results of CNVPanelizer on genome coordinates (hg19) we have noticed that in the insulinoma sample the data for the first exon of <italic>ATRX</italic> was higher (shown in red rectangle) than the reference values, whereas the downstream exons were lower (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Visualization of CNVPanelizer results on genomic coordinates (genome assembly GRCh37/hg19) of the genes <italic>ATRX</italic>, <italic>IRS2</italic>, <italic>FOXL2</italic> and <italic>CEBPA</italic>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-760154-g003.tif"/>
</fig>
</sec>
<sec id="s4_2_2_2">
<title>Recurrent CNVs</title>
<p>According to the results of CNVPanelizer, amplifications of <italic>FOXL2</italic>, <italic>IRS2</italic> and <italic>CEBPA</italic> genes were found in all samples except IMECC #2, (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, visualization of CNVPanelizer results (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) showed that in <italic>IRS2</italic> gene the second exon was lower in all tested samples including IMECC #2 compared to reference data, suggesting its loss.</p>
</sec>
</sec>
</sec>
<sec id="s4_3">
<title>Quantitative PCR</title>
<p>Gain status was confirmed in all samples for <italic>FOXL2</italic> gene. For <italic>CEBPA</italic>, only in insulinoma and IMECC #1 gain status was confirmed (p-value &lt;0.001 and &lt;0.01 respectively).</p>
<p>Amplification of the first exon of the <italic>IRS2</italic> gene was also confirmed in all samples (p-value &lt;0.001 for all samples). However, the data on the second exon was various. Results qPCR with CNVPanelizer matched only in insulinoma sample (p-value &lt;0.01).</p>
<p>Amplification of the first exon of <italic>ATRX</italic> in insulinoma sample that we noticed on CNVPanelizer was confirmed with a statistical significance of p-value &lt; 0.01. The downstream loss of <italic>ATRX</italic> which we checked in the ninth exon was also confirmed with statistical significance of p-value &lt; 0.05. These results show that CNVPanelizer can reliably detect CNVs in separate exons.</p>
</sec>
</sec>
<sec id="s5">
<title>Discussion</title>
<p>In this study, we describe genetic alterations in tumors that refer to such rare phenomenon as insulinomatosis in a patient without known hereditary syndromes.</p>
<sec id="s5_1">
<title>Pancreatic Neuroendocrine Neoplasms</title>
<p>Pancreatic neuroendocrine neoplasms (panNENs or pNENs) are rare tumors of the pancreas that account for up to 2% of all pancreatic neoplasms. However, based on autopsy studies, prevalence of panNENs has been reported to be up to 10% (<xref ref-type="bibr" rid="B13">13</xref>). The 2017 World Health Organization classification divided panNENs into two categories, well-differentiated pancreatic neuroendocrine tumors (panNETs or PNETs) and poorly differentiated pancreatic neuroendocrine carcinomas (panNECs) (<xref ref-type="bibr" rid="B14">14</xref>). In the vast majority PNETs occur sporadically (~90%), but up to 5-10% are associated with genetic syndromes like multiple endocrine neoplasia type 1, neurofibromatosis type I, Von Hippel&#x2013;Lindau syndrome and tuberous sclerosis complex (<xref ref-type="bibr" rid="B15">15</xref>). The most common functioning PNETs are insulinomas with an incidence of 4-7 per 100,000 persons per year (<xref ref-type="bibr" rid="B16">16</xref>&#x2013;<xref ref-type="bibr" rid="B18">18</xref>). Most of insulinomas, more than 90%, are benign. Insulinomas are composed of producing beta cells that are actively secreting a large amount of insulin that results in episodic hyperinsulinemia and is the most frequent cause of persistent hyperinsulinemic hypoglycemia (<xref ref-type="bibr" rid="B1">1</xref>). In addition to Ki-67, which differentiates malignant and benign nature, tumor size is critical for survival rate prognosis. Thus, insulinomas &gt;2 cm in diameter have a 10-year survival rate nearer to 30%, whereas for those &lt;2 cm, the survival rate is close to 100% (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
<sec id="s5_2">
<title>Molecular Genetics of Tumors in Insulinomatosis</title>
<p>The molecular genetic of insulinomatosis is yet to be understood. This phenomenon is not related to mutation in <italic>MEN1</italic> gene and is more similar to sporadic benign insulinomas (<xref ref-type="bibr" rid="B1">1</xref>). In insulinomas, mutations in <italic>MEN1</italic>, <italic>ATRX</italic> and <italic>DAXX</italic> that are often mutated in all PNETs occur in no more than 10 percent: 3%, 8% and 3%, respectively (<xref ref-type="bibr" rid="B20">20</xref>). In addition many other genes were seen to be mutated in insulinomas (<xref ref-type="bibr" rid="B20">20</xref>, <xref ref-type="bibr" rid="B21">21</xref>) and several regions with amplification (7p, 3p, 5q and 13q) were identified as early events and may be involved in tumorogenesis (<xref ref-type="bibr" rid="B22">22</xref>). However, the most common mutation in insulinoma is a gain of function mutation Trp372Arg in <italic>YY1</italic> gene that occurs in 30% in Asian population and in 13% in Caucasian (German) population (<xref ref-type="bibr" rid="B23">23</xref>, <xref ref-type="bibr" rid="B24">24</xref>). Mutation Trp372Arg increases the activity of YY1 as transcription factor, which results in greater transcription of <italic>IDH3A</italic>, <italic>UCP2</italic> and increases the expression of <italic>ADCY1</italic> and <italic>CACNA2D2</italic> which regulate the insulin secretion (<xref ref-type="bibr" rid="B22">22</xref>). It is assumed that mutations in <italic>YY1</italic> gene are driver mutations for insulinomas (<xref ref-type="bibr" rid="B25">25</xref>). In our case of insulinoma, we did not find Trp372Arg mutation in the <italic>YY1</italic> gene nor mutations in <italic>MEN1</italic> or <italic>DAXX</italic>, however, loss of <italic>ATRX</italic> was found and confirmed by qPCR (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>&#x2013;<xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Results of qPCR in blood, insulinoma and IMECCs by using &#x394;&#x394;Ct method. *p-value &lt; 0.05. **p-value &lt; 0.01. ***p-value &lt; 0.001. ns, not significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fendo-12-760154-g004.tif"/>
</fig>
<p>As for other CNVs, alterations were found in 13q34 (amplification of <italic>IRS2</italic>), 13q14.2 (loss of <italic>RB1</italic>) and 5q22.2 (loss of <italic>APC</italic>) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). With regards to the precursor lesions of PNETs, the information about their molecular genetic profile is very limited. Microadenomas are shown to harbor mutations in <italic>MEN1</italic> (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>, <xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>). Hadano et&#xa0;al. in their work showed that sporadic microadenomas have a significantly lower expression of ATRX and overexpression of cytokeratin-19 (CK19) compared to hyperplasia of pancreatic islet cells (<xref ref-type="bibr" rid="B13">13</xref>). In our studied samples of micro-tumors, we have not found alteration in <italic>MEN1</italic>, but gain status in <italic>IRS2</italic>, <italic>FOXL2</italic> and <italic>CEBPA</italic> genes was found, suggesting that they can play a role in the development of micro- to macro-tumors, to wit insulinomas, and, accordingly, insulinomatosis.</p>
</sec>
<sec id="s5_3">
<title>Common Features and Filiation Between Micro- and Macro-Tumors</title>
<p>Besides the identity in monohormonality, our macro and micro-tumors samples share CNVs that harbor the same genes, <italic>CEBPA</italic>, <italic>FOXL2</italic> and <italic>IRS2</italic>. CCAAT enhancer-binding protein alpha (CEBPA) and Forkhead Box L2 (FOXL2<italic>)</italic> are known for being able to arrest or suppress cell proliferation respectively (<xref ref-type="bibr" rid="B28">28</xref>&#x2013;<xref ref-type="bibr" rid="B30">30</xref>). The IRS2 (Insulin receptor substrate 2) protein plays an important role in the response to stimuli for cytokines and growth factors, like insulin and insulin-like growth factor 1, and promotes proliferation and survival of normal and cancer cells by mediating signaling from INSR, IGF1R, EPOR, MPL, VEGFR, LEP, GH and IFNB1/IFNG proteins. The stimulation of insulin receptor results in IRS2 association with the p85 subunit of PI3K and GRB2, activating the PI3K/AKT/MTOR and MAPK pathways and leading to proliferation and differentiation (<xref ref-type="bibr" rid="B31">31</xref>, <xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>It was shown that increased expression of CEBPA is involved in apoptosis of pancreatic &#x3b2;-cells exposed to proinflammatory cytokines IL1&#x3b2;, IFN&#x3b3;, and TNF&#x3b1; (<xref ref-type="bibr" rid="B33">33</xref>). Also it was shown that CEBPA induce the transdifferentiation of B cells into macrophages, and in co-expression with the transcription factors Oct4 (Pou5f1), Sox2, Klf4 and Myc enhances reprogramming into induced pluripotent stem cells (<xref ref-type="bibr" rid="B34">34</xref>).</p>
<p>Mohanty in his work showed that overexpression of IRS2 stimulates proliferation of &#x3b2;-cells and increases insulin secretion. It also protects &#x3b2;-cells from d-glucose-induced apoptosis. On the contrary, the repression of IRS2 in INS-1 cells leads to downregulation of proliferation (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>As insulinomatosis seems to be a disease that affects the entire population of &#x3b2;-cells, we can assume that this triad of genes, <italic>CEBPA</italic>, <italic>FOXL2</italic> and <italic>IRS2</italic>, participates in the disturbance of morphogenesis of &#x3b2;-cells, although of course, this statement requires more detailed investigations.</p>
</sec>
</sec>
<sec id="s6">
<title>Conclusion</title>
<p>Despite the fact that detection of cancer associated CNVs has traditionally been performed by microarray techniques, NGS-based bioinformatic methods are actively developing and becoming increasingly popular due to cost-efficiency. However, the NGS-based bioinformatics results still need to be confirmed with other molecular approaches. On the other hand, molecular approaches such as qPCR are sensitive to the quality of material, which can be challenging when the samples are from FFPE tissues.</p>
<p>Here we described a rare case of insulinomatosis with novel CNVs that are seen in multiple micro-tumors and a macro-tumor and harbor <italic>CEBPA</italic>, <italic>FOXL2</italic> and <italic>IRS2</italic> genes that can be involved in pancreatic neuroendocrine tumor pathogenesis, specifically insulinomatosis, and can provide new insights into the disturbance of morphogenesis of &#x3b2;-cells.</p>
</sec>
<sec id="s7" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: <uri xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</uri>, PRJNA752875.</p>
</sec>
<sec id="s8" sec-type="ethics-statement">
<title>Ethics Statement</title>
<p>The studies involving human participants were reviewed and approved by Ethics Committee at the Research Centre for Medical Genetics, Moscow, Russia. The patients/participants provided their written informed consent to participate in this study. Written informed consent was obtained from the individual(s) for the publication of any potentially identifiable images or data included in this article.</p>
</sec>
<sec id="s9" sec-type="author-contributions">
<title>Author Contributions</title>
<p>IV, AS, and AV performed the surgical operation. LG performed the microscopy and immunohistochemistry. KA performed the DNA extraction, NGS, bioinformatics analysis, Sanger sequencing, and literature review. KK performed bioinformatics analysis and data visualization. LK and KA performed qPCR analysis. MS performed statistical analysis of qPCR results and assisted with bioinformatic analysis of CNV data. AE, SK, and VS administered the project. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s10" sec-type="funding-information">
<title>Funding</title>
<p>The research was carried out within the state assignment of Ministry of Science and Higher Education of the Russian Federation for RCMG. Statistical analysis in this work was supported by the Grant of the Government of the Russian Federation &#x2116; 14.W03.31.0005.</p>
</sec>
<sec id="s11" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We would like to thank the staff of the Shared Resource Centre &#x201c;Genome&#x201d; of FSBI RCMG for the help with sequencing. Also, we would like to thank Sandugash Tasmukanova for assistance with manuscript preparation (translation).</p>
</ack>
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