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Molecular analysis of a male breast cancer patient with prolonged stable disease under mTOR/PI3K inhibitors BEZ235/everolimus

Identifieur interne : 000026 ( Pmc/Corpus ); précédent : 000025; suivant : 000027

Molecular analysis of a male breast cancer patient with prolonged stable disease under mTOR/PI3K inhibitors BEZ235/everolimus

Auteurs : A. Rose Brannon ; Melissa Frizziero ; David Chen ; Jennifer Hummel ; Jorge Gallo ; Markus Riester ; Parul Patel ; Wing Cheung ; Michael Morrissey ; Carmine Carbone ; Silvia Cottini ; Giampaolo Tortora ; Davide Melisi

Source :

RBID : PMC:4849849

Abstract

The mTORC1 inhibitor everolimus (Afinitor/RAD001) has been approved for multiple cancer indications, including ER+/HER2 metastatic breast cancer. However, the combination of everolimus with the dual PI3K/mTOR inhibitor BEZ235 was shown to be more efficacious than either everolimus or BEZ235 alone in preclinical models. Herein, we describe a male breast cancer (MBC) patient who was diagnosed with hormone receptor-positive (HR+)/HER2 stage IIIA invasive ductal carcinoma and sequentially treated with chemoradiotherapy and hormonal therapy. Upon the development of metastases, the patient began a 200 mg twice-daily BEZ235 and 2.5 mg weekly everolimus combination regimen. The patient sustained a prolonged stable disease of 18 mo while undergoing the therapy, before his tumor progressed again. Therefore, we sought to both better understand MBC and investigate the underlying molecular mechanisms of the patient's sensitivity and subsequent resistance to the BEZ235/everolimus combination therapy. Genomic and immunohistochemical analyses were performed on samples collected from the initial invasive ductal carcinoma pretreatment and a metastasis postprogression on the BEZ235/everolimus combination treatment. Both tumors were relatively quiet genomically with no overlap to recurrent MBC alterations in the literature. Markers of PI3K/mTOR pathway hyperactivation were not identified in the pretreatment sample, which complements previous reports of HR+ female breast cancers being responsive to mTOR inhibition without this activation. The postprogression sample, however, demonstrated greater than fivefold increased estrogen receptor and pathogenesis-related protein expression, which could have constrained the PI3K/mTOR pathway inhibition by BEZ235/everolimus. Overall, these analyses have augmented the limited episteme on MBC genetics and treatment.


Url:
DOI: 10.1101/mcs.a000620
PubMed: 27148582
PubMed Central: 4849849

Links to Exploration step

PMC:4849849

Le document en format XML

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<div type="abstract" xml:lang="en">
<p>The mTORC1 inhibitor everolimus (Afinitor/RAD001) has been approved for multiple cancer indications, including ER
<sup>+</sup>
/HER2
<sup></sup>
metastatic breast cancer. However, the combination of everolimus with the dual PI3K/mTOR inhibitor BEZ235 was shown to be more efficacious than either everolimus or BEZ235 alone in preclinical models. Herein, we describe a male breast cancer (MBC) patient who was diagnosed with hormone receptor-positive (HR
<sup>+</sup>
)/HER2
<sup></sup>
stage IIIA invasive ductal carcinoma and sequentially treated with chemoradiotherapy and hormonal therapy. Upon the development of metastases, the patient began a 200 mg twice-daily BEZ235 and 2.5 mg weekly everolimus combination regimen. The patient sustained a prolonged stable disease of 18 mo while undergoing the therapy, before his tumor progressed again. Therefore, we sought to both better understand MBC and investigate the underlying molecular mechanisms of the patient's sensitivity and subsequent resistance to the BEZ235/everolimus combination therapy. Genomic and immunohistochemical analyses were performed on samples collected from the initial invasive ductal carcinoma pretreatment and a metastasis postprogression on the BEZ235/everolimus combination treatment. Both tumors were relatively quiet genomically with no overlap to recurrent MBC alterations in the literature. Markers of PI3K/mTOR pathway hyperactivation were not identified in the pretreatment sample, which complements previous reports of HR
<sup>+</sup>
female breast cancers being responsive to mTOR inhibition without this activation. The postprogression sample, however, demonstrated greater than fivefold increased estrogen receptor and pathogenesis-related protein expression, which could have constrained the PI3K/mTOR pathway inhibition by BEZ235/everolimus. Overall, these analyses have augmented the limited episteme on MBC genetics and treatment.</p>
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</div1>
</back>
</TEI>
<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Cold Spring Harb Mol Case Stud</journal-id>
<journal-id journal-id-type="iso-abbrev">Cold Spring Harb Mol Case Stud</journal-id>
<journal-id journal-id-type="hwp">cshmcs</journal-id>
<journal-id journal-id-type="pmc">cshmcs</journal-id>
<journal-id journal-id-type="publisher-id">cshmcs</journal-id>
<journal-title-group>
<journal-title>Cold Spring Harbor Molecular Case Studies</journal-title>
</journal-title-group>
<issn pub-type="ppub">2373-2865</issn>
<issn pub-type="epub">2373-2873</issn>
<publisher>
<publisher-name>Cold Spring Harbor Laboratory Press</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmid">27148582</article-id>
<article-id pub-id-type="pmc">4849849</article-id>
<article-id pub-id-type="doi">10.1101/mcs.a000620</article-id>
<article-id pub-id-type="publisher-id">BrannonMCS000620</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Report</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Molecular analysis of a male breast cancer patient with prolonged stable disease under mTOR/PI3K inhibitors BEZ235/everolimus</article-title>
<alt-title alt-title-type="left-running">Male breast cancer stabilized on BEZ235/everolimus</alt-title>
<alt-title alt-title-type="right-running">Male breast cancer stabilized on BEZ235/everolimus</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Brannon</surname>
<given-names>A. Rose</given-names>
</name>
<xref ref-type="aff" rid="af1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Frizziero</surname>
<given-names>Melissa</given-names>
</name>
<xref ref-type="aff" rid="af2">2</xref>
<xref ref-type="aff" rid="af3">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="af4">4</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hummel</surname>
<given-names>Jennifer</given-names>
</name>
<xref ref-type="aff" rid="af5">5</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gallo</surname>
<given-names>Jorge</given-names>
</name>
<xref ref-type="aff" rid="af4">4</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Riester</surname>
<given-names>Markus</given-names>
</name>
<xref ref-type="aff" rid="af1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Patel</surname>
<given-names>Parul</given-names>
</name>
<xref ref-type="aff" rid="af4">4</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cheung</surname>
<given-names>Wing</given-names>
</name>
<xref ref-type="aff" rid="af4">4</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Morrissey</surname>
<given-names>Michael</given-names>
</name>
<xref ref-type="aff" rid="af1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carbone</surname>
<given-names>Carmine</given-names>
</name>
<xref ref-type="aff" rid="af3">3</xref>
<xref ref-type="aff" rid="af6">6</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cottini</surname>
<given-names>Silvia</given-names>
</name>
<xref ref-type="aff" rid="af2">2</xref>
<xref ref-type="aff" rid="af3">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Tortora</surname>
<given-names>Giampaolo</given-names>
</name>
<xref ref-type="aff" rid="af2">2</xref>
<xref ref-type="aff" rid="af3">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Melisi</surname>
<given-names>Davide</given-names>
</name>
<xref ref-type="aff" rid="af2">2</xref>
<xref ref-type="aff" rid="af3">3</xref>
<xref ref-type="aff" rid="af6">6</xref>
</contrib>
</contrib-group>
<aff id="af1">
<label>1</label>
Novartis Institutes for BioMedical Research, Cambridge, Massachusetts 02139, USA;</aff>
<aff id="af2">
<label>2</label>
Medical Oncology Unit, Azienda Ospedaliera Universitaria Integrata, 37126 Verona, Italy;</aff>
<aff id="af3">
<label>3</label>
Comprehensive Cancer Center, Azienda Ospedaliera Universitaria Integrata, 37126 Verona, Italy;</aff>
<aff id="af4">
<label>4</label>
Oncology Global Development, Novartis Pharmaceuticals Corporation, East Hanover, New Jersey 07936, USA;</aff>
<aff id="af5">
<label>5</label>
Genoptix, Inc., Carlsbad, California 92008, USA;</aff>
<aff id="af6">
<label>6</label>
Digestive Molecular Clinical Oncology Research Unit, Department of Medicine, Università degli studi di Verona, 37134 Verona, Italy</aff>
<author-notes>
<corresp>Corresponding author:
<email>davide.melisi@univr.it</email>
</corresp>
</author-notes>
<pub-date pub-type="ppub">
<month>3</month>
<year>2016</year>
</pub-date>
<volume>2</volume>
<issue>2</issue>
<elocation-id>a000620</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>8</month>
<year>2015</year>
</date>
<date date-type="accepted">
<day>21</day>
<month>12</month>
<year>2015</year>
</date>
</history>
<permissions>
<copyright-statement>
<ext-link ext-link-type="uri" xlink:href="http://www.molecularcasestudies.cshlp.org/site/misc/terms.xhtml">© 2016 Brannon et al.; Published by Cold Spring Harbor Laboratory Press</ext-link>
</copyright-statement>
<copyright-year>2016</copyright-year>
<license xlink:href="http://creativecommons.org/licenses/by-nc/4.0/">
<license-p>This article is distributed under the terms of the
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc/4.0/">Creative Commons Attribution-NonCommercial License</ext-link>
, which permits reuse and redistribution, except for commercial purposes, provided that the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="BrannonMCS000620.pdf"></self-uri>
<abstract>
<p>The mTORC1 inhibitor everolimus (Afinitor/RAD001) has been approved for multiple cancer indications, including ER
<sup>+</sup>
/HER2
<sup></sup>
metastatic breast cancer. However, the combination of everolimus with the dual PI3K/mTOR inhibitor BEZ235 was shown to be more efficacious than either everolimus or BEZ235 alone in preclinical models. Herein, we describe a male breast cancer (MBC) patient who was diagnosed with hormone receptor-positive (HR
<sup>+</sup>
)/HER2
<sup></sup>
stage IIIA invasive ductal carcinoma and sequentially treated with chemoradiotherapy and hormonal therapy. Upon the development of metastases, the patient began a 200 mg twice-daily BEZ235 and 2.5 mg weekly everolimus combination regimen. The patient sustained a prolonged stable disease of 18 mo while undergoing the therapy, before his tumor progressed again. Therefore, we sought to both better understand MBC and investigate the underlying molecular mechanisms of the patient's sensitivity and subsequent resistance to the BEZ235/everolimus combination therapy. Genomic and immunohistochemical analyses were performed on samples collected from the initial invasive ductal carcinoma pretreatment and a metastasis postprogression on the BEZ235/everolimus combination treatment. Both tumors were relatively quiet genomically with no overlap to recurrent MBC alterations in the literature. Markers of PI3K/mTOR pathway hyperactivation were not identified in the pretreatment sample, which complements previous reports of HR
<sup>+</sup>
female breast cancers being responsive to mTOR inhibition without this activation. The postprogression sample, however, demonstrated greater than fivefold increased estrogen receptor and pathogenesis-related protein expression, which could have constrained the PI3K/mTOR pathway inhibition by BEZ235/everolimus. Overall, these analyses have augmented the limited episteme on MBC genetics and treatment.</p>
</abstract>
<kwd-group>
<kwd>neoplasm of the breast</kwd>
</kwd-group>
<funding-group>
<award-group id="funding-1">
<funding-source>Associazione Italiana per la Ricerca sul Cancro</funding-source>
</award-group>
<award-group id="funding-2">
<funding-source>Laboratorio Universitario di Ricerca Medica</funding-source>
</award-group>
<award-group id="funding-3">
<funding-source>University of Verona</funding-source>
</award-group>
</funding-group>
<counts>
<page-count count="11"></page-count>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="introduction" id="s1">
<title>INTRODUCTION</title>
<p>The phosphatidylinositol-3-kinase (PI3K)/serine-threonine protein kinase AKT/mammalian target of rapamycin (mTOR) signaling pathway plays a crucial role in several cellular functions, including growth, differentiation, survival, and metabolism. Aberrations of this pathway are key drivers of carcinogenesis in many malignancies, and they are frequently implicated in both primary and acquired resistance to anticancer targeted therapies, as well as to cytotoxic agents and radiation (
<xref rid="BRANNONMCS000620C7" ref-type="bibr">Burris 2013</xref>
). In particular, the activation of the PI3K/AKT/mTOR pathway has been indicated as a main mechanism of resistance to endocrine therapy in hormone receptor (HR)-positive breast cancers, and several studies suggest a mutual regulatory effect between PI3K/AKT/mTOR and estrogen receptor (ER) signaling (
<xref rid="BRANNONMCS000620C15" ref-type="bibr">Ciruelos Gil 2014</xref>
).</p>
<p>The mTOR inhibitor everolimus (Afinitor/RAD001) was seen to significantly potentiate the activity and efficacy of the steroidal aromatase inhibitor exemestane in patients with HR
<sup>+</sup>
/HER2
<sup></sup>
advanced breast cancers refractory to nonsteroidal aromatase inhibitors (
<xref rid="BRANNONMCS000620C3" ref-type="bibr">Baselga et al. 2012</xref>
;
<xref rid="BRANNONMCS000620C36" ref-type="bibr">Piccart et al. 2014</xref>
), and, thus, this combination has been approved as first-line treatment for this setting. However, evidence indicates that the inhibition of mTOR is not sufficient for achieving a complete blockade of the PI3K/AKT/mTOR pathway, given the numerous regulatory loops that provide potential escape mechanisms (
<xref rid="BRANNONMCS000620C20" ref-type="bibr">Efeyan and Sabatini 2010</xref>
).</p>
<p>BEZ235 inhibits class I PI3K molecules and both mTORC1 and mTORC2 complexes. Preclinical models demonstrated that BEZ235 inhibited downstream molecules of mTOR, classic rapamycin-induced AKT activation, and tumor growth in xenografts (
<xref rid="BRANNONMCS000620C30" ref-type="bibr">Maira et al. 2008</xref>
). In dose-escalation trials of BEZ235, 20 of 27 patients undergoing FDG-PET (fluorodeoxyglucose-positron emission tomography) imaging demonstrated a decreased uptake, suggestive of some level of tumor shrinkage (
<xref rid="BRANNONMCS000620C4" ref-type="bibr">Bendell et al. 2015</xref>
).
<xref rid="BRANNONMCS000620C40" ref-type="bibr">Xu et al. (2011)</xref>
first showed that everolimus and BEZ235 had a synergistic effect in lung cancer cell lines and xenografts. Additional preclinical studies on multiple cancer models, including breast cancer, have confirmed this synergy and that the combination of subtherapeutic doses of everolimus synergized with BEZ235 to increase its potency more than 10-fold (
<xref rid="BRANNONMCS000620C32" ref-type="bibr">Nyfeler et al. 2012</xref>
;
<xref rid="BRANNONMCS000620C39" ref-type="bibr">Thomas et al. 2012</xref>
;
<xref rid="BRANNONMCS000620C35" ref-type="bibr">Passacantilli et al. 2014</xref>
;
<xref rid="BRANNONMCS000620C27" ref-type="bibr">Leung et al. 2015</xref>
).</p>
<p>In this report, we describe a male breast cancer patient who was treated with the everolimus/BEZ235 combination therapy as third-line treatment for his metastatic disease and experienced a prolonged stable disease. Therefore, we investigated molecular mechanisms to explain the benefit and subsequent resistance to this combination treatment.</p>
</sec>
<sec sec-type="results" id="s2">
<title>RESULTS</title>
<sec id="s2a">
<title>Clinical Presentation</title>
<p>A 66-yr-old Caucasian man underwent a right radical mastectomy and sentinel lymph node biopsy for an infiltrative breast carcinoma of papillary histotype. Previous medical history included hypertension, carotid atherosclerosis, and diabetes mellitus. There was no family history of breast cancer or other cancers. The tumor was pT1c, N0/1, M0, R0, G2, Ki67 15%, ER
<sup>+</sup>
, PR
<sup>+</sup>
, HER2
<sup></sup>
. He started adjuvant tamoxifen treatment.</p>
<p>Two years later, multiple abnormal lymph nodes in the left axilla and a subcentimetric lesion with malignant features in the left mammary gland were detected. The patient underwent left radical mastectomy with axillary lymph node dissection (pretreatment sample). Histology revealed a stage IIIa infiltrative ductal carcinoma, pT1a, N+ 9/11, R0, Ki67 8%, ER
<sup>+</sup>
, PR
<sup>+</sup>
, HER2
<sup></sup>
. No distant metastases were detected. The patient was subsequently treated with standard adjuvant chemotherapy, consisting of four cycles of doxorubicin plus paclitaxel every 3 wk; followed by four cycles of cyclophosphamide, methotrexate, and 5-fluorouracil every 4 wk; and 5 wk of radiotherapy. Subsequently, he started adjuvant hormonotherapy with the nonsteroidal aromatase inhibitor letrozole.</p>
<p>The patient developed multiple nodal and bilateral lung metastases 13 mo later. Fine-needle aspiration was performed on the largest left axillary lymph node, confirming the recurrence of ductal breast carcinoma. The patient started 12 courses of first-line chemotherapy with vinorelbine plus capecitabine every 3 wk. Given the achievement of stable disease control by radiological assessments, the patient was shifted to maintenance hormonotherapy with high-dose estrogen receptor antagonist fulvestrant (500 mg i.m. every 4 wk). After 8 mo, the left axillary nodal metastases progressed.</p>
<p>The patient was treated by an investigational combination of BEZ235 (200 mg orally, twice daily) and subtherapeutic everolimus (2.5 mg orally, weekly). The combination therapy was generally well tolerated, except for a G3 skin rash developed likely as a cumulative toxicity after 16 mo of treatment. Standard everolimus dosing is 10 mg daily, whereas 300 mg b.i.d. is the maximum tolerated single-agent dose for BEZ235 (
<xref rid="BRANNONMCS000620C4" ref-type="bibr">Bendell et al. 2015</xref>
). The combination treatment enabled sustained disease control for 18 mo.</p>
<p>When a new nodal metastasis occurred in the left infraclavicular region during continuous BEZ235/everolimus combination treatment, this treatment was discontinued and the infraclavicular lymph node underwent surgical biopsy (postprogression sample). Immunohistochemistry revealed the tumor as Ki67 10%–12%, ER
<sup>+</sup>
, PR
<sup>+</sup>
, and HER2
<sup></sup>
. The patient then started endocrine therapy with the steroidal aromatase inhibitor exemestane. Sixteen months later, a modest increase in the volume of left axillary lymph nodes was reported on computed tomography (CT) scan. The clinical history is depicted in
<xref ref-type="fig" rid="BRANNONMCS000620F1">Figure 1</xref>
.</p>
<fig id="BRANNONMCS000620F1" orientation="portrait" position="float">
<label>Figure 1.</label>
<caption>
<p>Clinical history of the patient. A 66-yr-old Caucasian man was diagnosed with infiltrative papillary breast cancer. While on tamoxifen, he developed a contralateral infiltrative ductal breast carcinoma (pretreatment sample). Following disease progression of his metastasis, he was treated with BEZ235 and everolimus. Stable disease was maintained for 18 mo. Upon nodal metastasis, treatment was discontinued and the postprogression sample collected.</p>
</caption>
<graphic xlink:href="BrannonMCS000620_F1"></graphic>
</fig>
</sec>
<sec id="s2b">
<title>Pharmacokinetics</title>
<p>A full pharmacokinetic (PK) profile of BEZ235 was collected from this patient with
<italic>C</italic>
<sub>max</sub>
(peak plasma concentration of the drug after administration), AUC (area under the curve), and
<italic>T</italic>
<sub>1/2</sub>
(elimination half-life) of 766 ng/mL, 6308 ng h/mL, and 5.53 h, respectively. The predose trough concentration (
<italic>C</italic>
<sub>min</sub>
) of BEZ235 in plasma after 200 mg b.i.d. observed over the study period had values of 504, 262, 250, 75.4, and 363 ng/mL, respectively, for Period 1 Day 8 morning dose, Period 1 Day 8 evening dose, Period 2 Day 1 morning dose, Period 5 Day 1 morning dose, and Period 8 Day 1 morning dose. Everolimus
<italic>C</italic>
<sub>min</sub>
after weekly administration was near or below the limit of detection of the analytical method as expected based on the half-life of the drug of ∼30 hr.</p>
</sec>
<sec id="s2c">
<title>Genomic Analyses</title>
<p>Genomic analysis was undertaken to attempt to understand why this patient sustained prolonged stable disease to the BEZ235/everolimus combination treatment and to better characterize male breast cancer (MBC), a rare disease (1% of all breast cancer cases). Therefore, whole-exome sequencing and analysis was performed on the pretreatment and postprogression samples and compared with a whole-blood normal control.</p>
<p>Overall, the tumors had few somatic alterations. Each tumor encoded 18 shared and nine private somatic short variants (point mutations or indels;
<xref ref-type="table" rid="BRANNONMCS000620TB1">Table 1</xref>
). All but two of the private short variants (
<italic>RNF212</italic>
p.L105S and
<italic>FUBP1</italic>
p.W537*) were determined to be subclonal after adjusting for tumor purity and copy-number alterations. The tumors were also relatively stable at the chromosome level, sharing only a copy-number-neutral loss of heterozygosity in Chromosome 1p, gain of Chromosome 16p, and loss of Chromosome 16q.</p>
<table-wrap id="BRANNONMCS000620TB1" orientation="portrait" position="float">
<label>Table 1.</label>
<caption>
<p>Genomic variants detected by whole-exome sequencing</p>
</caption>
<table frame="hsides" rules="groups">
<colgroup span="1">
<col align="left" span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="left" span="1"></col>
<col align="left" span="1"></col>
<col align="left" span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
</colgroup>
<thead>
<tr>
<th align="left" rowspan="1" colspan="1">Gene symbol</th>
<th align="center" rowspan="1" colspan="1">Chromo-some</th>
<th align="center" rowspan="1" colspan="1">HGVS DNA reference</th>
<th align="center" rowspan="1" colspan="1">HGVS protein reference</th>
<th align="center" rowspan="1" colspan="1">Variant type</th>
<th align="center" rowspan="1" colspan="1">dbSNP/COSMIC ID</th>
<th align="center" rowspan="1" colspan="1">Comment</th>
<th align="center" rowspan="1" colspan="1">Pre-tx depth</th>
<th align="center" rowspan="1" colspan="1">Pre-tx allelic ratio</th>
<th align="center" rowspan="1" colspan="1">Post-tx depth</th>
<th align="center" rowspan="1" colspan="1">Post-tx allelic ratio</th>
<th align="center" rowspan="1" colspan="1">Normal depth</th>
<th align="center" rowspan="1" colspan="1">Normal allelic ratio</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="1" colspan="1">
<italic>FUBP1</italic>
</td>
<td rowspan="1" colspan="1">Chr1</td>
<td rowspan="1" colspan="1">g.chr1:78422351C>T</td>
<td rowspan="1" colspan="1">p.W537*</td>
<td rowspan="1" colspan="1">Stop Gained</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">107</td>
<td rowspan="1" colspan="1">0.26</td>
<td rowspan="1" colspan="1">132</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">61</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>RNF212</italic>
</td>
<td rowspan="1" colspan="1">Chr4</td>
<td rowspan="1" colspan="1">g.chr4:1079732A>G</td>
<td rowspan="1" colspan="1">p.L105S</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">99</td>
<td rowspan="1" colspan="1">0.32</td>
<td rowspan="1" colspan="1">153</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">94</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>RP1</italic>
</td>
<td rowspan="1" colspan="1">Chr8</td>
<td rowspan="1" colspan="1">g.chr8:55541441TC>T</td>
<td rowspan="1" colspan="1">p.S1667fs</td>
<td rowspan="1" colspan="1">Frameshift</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">125</td>
<td rowspan="1" colspan="1">0.04</td>
<td rowspan="1" colspan="1">267</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">163</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CPXM2</italic>
</td>
<td rowspan="1" colspan="1">Chr10</td>
<td rowspan="1" colspan="1">g.chr10:125622146C>T</td>
<td rowspan="1" colspan="1">p.G166E</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">39</td>
<td rowspan="1" colspan="1">0.08</td>
<td rowspan="1" colspan="1">53</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">49</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CACNA1C</italic>
</td>
<td rowspan="1" colspan="1">Chr12</td>
<td rowspan="1" colspan="1">g.chr12:2788661C>T</td>
<td rowspan="1" colspan="1">p.R1704W</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">rs373996684</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">184</td>
<td rowspan="1" colspan="1">0.18</td>
<td rowspan="1" colspan="1">322</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">175</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>ABCC9</italic>
</td>
<td rowspan="1" colspan="1">Chr12</td>
<td rowspan="1" colspan="1">g.chr12:22005137C>A</td>
<td rowspan="1" colspan="1">p.G888V</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">72</td>
<td rowspan="1" colspan="1">0.18</td>
<td rowspan="1" colspan="1">182</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">102</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>NTS</italic>
</td>
<td rowspan="1" colspan="1">Chr12</td>
<td rowspan="1" colspan="1">g.chr12:86272172G>A</td>
<td rowspan="1" colspan="1">p.C62Y</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">89</td>
<td rowspan="1" colspan="1">0.15</td>
<td rowspan="1" colspan="1">266</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">108</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CACNA1H</italic>
</td>
<td rowspan="1" colspan="1">Chr16</td>
<td rowspan="1" colspan="1">g.chr16:1252074G>A</td>
<td rowspan="1" colspan="1">p.E542K</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">58</td>
<td rowspan="1" colspan="1">0.07</td>
<td rowspan="1" colspan="1">158</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">35</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>AMFR</italic>
</td>
<td rowspan="1" colspan="1">Chr16</td>
<td rowspan="1" colspan="1">g.chr16:56396967G>A</td>
<td rowspan="1" colspan="1">p.R596C</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Pre-tx only</td>
<td rowspan="1" colspan="1">33</td>
<td rowspan="1" colspan="1">0.09</td>
<td rowspan="1" colspan="1">29</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">28</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>SPEN</italic>
</td>
<td rowspan="1" colspan="1">Chr1</td>
<td rowspan="1" colspan="1">g.chr1:16259731CCAGAAAACAACCCGAT>C</td>
<td rowspan="1" colspan="1">p.QKTTRS2333fs</td>
<td rowspan="1" colspan="1">Frameshift</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">138</td>
<td rowspan="1" colspan="1">0.35</td>
<td rowspan="1" colspan="1">184</td>
<td rowspan="1" colspan="1">0.66</td>
<td rowspan="1" colspan="1">122</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>SYT6</italic>
</td>
<td rowspan="1" colspan="1">Chr1</td>
<td rowspan="1" colspan="1">g.chr1:114640393C>T</td>
<td rowspan="1" colspan="1">p.A406T</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">rs142164979</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">61</td>
<td rowspan="1" colspan="1">0.23</td>
<td rowspan="1" colspan="1">83</td>
<td rowspan="1" colspan="1">0.29</td>
<td rowspan="1" colspan="1">42</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>ZDBF2</italic>
</td>
<td rowspan="1" colspan="1">Chr2</td>
<td rowspan="1" colspan="1">g.chr2:207175047G>A</td>
<td rowspan="1" colspan="1">p.R1932H</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">COSM2150473</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">173</td>
<td rowspan="1" colspan="1">0.21</td>
<td rowspan="1" colspan="1">209</td>
<td rowspan="1" colspan="1">0.42</td>
<td rowspan="1" colspan="1">145</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>YEATS2</italic>
</td>
<td rowspan="1" colspan="1">Chr3</td>
<td rowspan="1" colspan="1">g.chr3:183515744C>T</td>
<td rowspan="1" colspan="1">p.P1044L</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">rs376025260</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">70</td>
<td rowspan="1" colspan="1">0.21</td>
<td rowspan="1" colspan="1">115</td>
<td rowspan="1" colspan="1">0.30</td>
<td rowspan="1" colspan="1">58</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CCDC71L</italic>
</td>
<td rowspan="1" colspan="1">Chr7</td>
<td rowspan="1" colspan="1">g.chr7:106300865T>G</td>
<td rowspan="1" colspan="1">p.S160R</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">13</td>
<td rowspan="1" colspan="1">0.23</td>
<td rowspan="1" colspan="1">17</td>
<td rowspan="1" colspan="1">0.35</td>
<td rowspan="1" colspan="1">15</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>KIAA1045</italic>
</td>
<td rowspan="1" colspan="1">Chr9</td>
<td rowspan="1" colspan="1">g.chr9:34971537G>A</td>
<td rowspan="1" colspan="1">p.R81Q</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">rs374394658</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">139</td>
<td rowspan="1" colspan="1">0.18</td>
<td rowspan="1" colspan="1">173</td>
<td rowspan="1" colspan="1">0.39</td>
<td rowspan="1" colspan="1">97</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CCDC180</italic>
</td>
<td rowspan="1" colspan="1">Chr9</td>
<td rowspan="1" colspan="1">g.chr9:100092618C>G</td>
<td rowspan="1" colspan="1">p.P659A</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">107</td>
<td rowspan="1" colspan="1">0.26</td>
<td rowspan="1" colspan="1">148</td>
<td rowspan="1" colspan="1">0.38</td>
<td rowspan="1" colspan="1">93</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CNNM1</italic>
</td>
<td rowspan="1" colspan="1">Chr10</td>
<td rowspan="1" colspan="1">g.chr10:101090101G>C</td>
<td rowspan="1" colspan="1">p.E319D</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">158</td>
<td rowspan="1" colspan="1">0.15</td>
<td rowspan="1" colspan="1">189</td>
<td rowspan="1" colspan="1">0.35</td>
<td rowspan="1" colspan="1">132</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>MICAL2</italic>
</td>
<td rowspan="1" colspan="1">Chr11</td>
<td rowspan="1" colspan="1">g.chr11:12278507A>G</td>
<td rowspan="1" colspan="1">p.D1044G</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">34</td>
<td rowspan="1" colspan="1">0.29</td>
<td rowspan="1" colspan="1">50</td>
<td rowspan="1" colspan="1">0.36</td>
<td rowspan="1" colspan="1">23</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>KDM4E</italic>
</td>
<td rowspan="1" colspan="1">Chr11</td>
<td rowspan="1" colspan="1">g.chr11:94760214A>G</td>
<td rowspan="1" colspan="1">p.N498S</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">69</td>
<td rowspan="1" colspan="1">0.13</td>
<td rowspan="1" colspan="1">63</td>
<td rowspan="1" colspan="1">0.33</td>
<td rowspan="1" colspan="1">35</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>TSPAN8</italic>
</td>
<td rowspan="1" colspan="1">Chr12</td>
<td rowspan="1" colspan="1">g.chr12:71526521A>T</td>
<td rowspan="1" colspan="1">p.D176E</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">182</td>
<td rowspan="1" colspan="1">0.18</td>
<td rowspan="1" colspan="1">287</td>
<td rowspan="1" colspan="1">0.37</td>
<td rowspan="1" colspan="1">180</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CORO6</italic>
</td>
<td rowspan="1" colspan="1">Chr17</td>
<td rowspan="1" colspan="1">g.chr17:27942821C>T</td>
<td rowspan="1" colspan="1">p.V450M</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">122</td>
<td rowspan="1" colspan="1">0.25</td>
<td rowspan="1" colspan="1">171</td>
<td rowspan="1" colspan="1">0.32</td>
<td rowspan="1" colspan="1">92</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>AKAP1</italic>
</td>
<td rowspan="1" colspan="1">Chr17</td>
<td rowspan="1" colspan="1">g.chr17:55183750AGCTTGGATAGAAATGAGGAGG>A</td>
<td rowspan="1" colspan="1">p.SLDRNEEG309S</td>
<td rowspan="1" colspan="1">Codon Deletion</td>
<td rowspan="1" colspan="1">COSM1244721</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">151</td>
<td rowspan="1" colspan="1">0.11</td>
<td rowspan="1" colspan="1">181</td>
<td rowspan="1" colspan="1">0.06</td>
<td rowspan="1" colspan="1">84</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>NOTCH3</italic>
</td>
<td rowspan="1" colspan="1">Chr19</td>
<td rowspan="1" colspan="1">g.chr19:15280935A>T</td>
<td rowspan="1" colspan="1">p.W1721R</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">12</td>
<td rowspan="1" colspan="1">0.50</td>
<td rowspan="1" colspan="1">12</td>
<td rowspan="1" colspan="1">0.25</td>
<td rowspan="1" colspan="1">10</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CPAMD8</italic>
</td>
<td rowspan="1" colspan="1">Chr19</td>
<td rowspan="1" colspan="1">g.chr19:17017774C>T</td>
<td rowspan="1" colspan="1">p.A1386T</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">148</td>
<td rowspan="1" colspan="1">0.23</td>
<td rowspan="1" colspan="1">159</td>
<td rowspan="1" colspan="1">0.37</td>
<td rowspan="1" colspan="1">104</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>ZNF420</italic>
</td>
<td rowspan="1" colspan="1">Chr19</td>
<td rowspan="1" colspan="1">g.chr19:37618255A>G</td>
<td rowspan="1" colspan="1">p.N121S</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">99</td>
<td rowspan="1" colspan="1">0.21</td>
<td rowspan="1" colspan="1">244</td>
<td rowspan="1" colspan="1">0.35</td>
<td rowspan="1" colspan="1">134</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>ZNF473</italic>
</td>
<td rowspan="1" colspan="1">Chr19</td>
<td rowspan="1" colspan="1">g.chr19:50550059A>T</td>
<td rowspan="1" colspan="1">p.R787*</td>
<td rowspan="1" colspan="1">Stop Gained</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">180</td>
<td rowspan="1" colspan="1">0.26</td>
<td rowspan="1" colspan="1">205</td>
<td rowspan="1" colspan="1">0.36</td>
<td rowspan="1" colspan="1">135</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>KRTAP10-3</italic>
</td>
<td rowspan="1" colspan="1">Chr21</td>
<td rowspan="1" colspan="1">g.chr21:45978592T>C</td>
<td rowspan="1" colspan="1">p.T3A</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">rs452472</td>
<td rowspan="1" colspan="1">Both</td>
<td rowspan="1" colspan="1">13</td>
<td rowspan="1" colspan="1">0.62</td>
<td rowspan="1" colspan="1">7</td>
<td rowspan="1" colspan="1">0.43</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>HTRA2</italic>
</td>
<td rowspan="1" colspan="1">Chr2</td>
<td rowspan="1" colspan="1">g.chr2:74757932T>A</td>
<td rowspan="1" colspan="1">p.L232Q</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">256</td>
<td rowspan="1" colspan="1">0.00</td>
<td rowspan="1" colspan="1">225</td>
<td rowspan="1" colspan="1">0.23</td>
<td rowspan="1" colspan="1">103</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>LRAT</italic>
</td>
<td rowspan="1" colspan="1">Chr4</td>
<td rowspan="1" colspan="1">g.chr4:155665556T>A</td>
<td rowspan="1" colspan="1">p.S26R</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">352</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">235</td>
<td rowspan="1" colspan="1">0.03</td>
<td rowspan="1" colspan="1">169</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>CREB3</italic>
</td>
<td rowspan="1" colspan="1">Chr9</td>
<td rowspan="1" colspan="1">g.chr9:35736430T>G</td>
<td rowspan="1" colspan="1">p.Y275D</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">87</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">81</td>
<td rowspan="1" colspan="1">0.07</td>
<td rowspan="1" colspan="1">68</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>ALOX5</italic>
</td>
<td rowspan="1" colspan="1">Chr10</td>
<td rowspan="1" colspan="1">g.chr10:45907697T>G</td>
<td rowspan="1" colspan="1">p.L164V</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">280</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">219</td>
<td rowspan="1" colspan="1">0.05</td>
<td rowspan="1" colspan="1">133</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>KNDC1</italic>
</td>
<td rowspan="1" colspan="1">Chr10</td>
<td rowspan="1" colspan="1">g.chr10:135013889G>T</td>
<td rowspan="1" colspan="1">p.E972*</td>
<td rowspan="1" colspan="1">Stop Gained</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">87</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">62</td>
<td rowspan="1" colspan="1">0.15</td>
<td rowspan="1" colspan="1">45</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>SLITRK6</italic>
</td>
<td rowspan="1" colspan="1">Chr13</td>
<td rowspan="1" colspan="1">g.chr13:86368728T>TA</td>
<td rowspan="1" colspan="1">p.Y639Lfs</td>
<td rowspan="1" colspan="1">Frameshift</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">278</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">762</td>
<td rowspan="1" colspan="1">0.14</td>
<td rowspan="1" colspan="1">175</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>PML</italic>
</td>
<td rowspan="1" colspan="1">Chr15</td>
<td rowspan="1" colspan="1">g.chr15:74336964G>C</td>
<td rowspan="1" colspan="1">p.R755P</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">471</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">363</td>
<td rowspan="1" colspan="1">0.07</td>
<td rowspan="1" colspan="1">235</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>ARHGAP35</italic>
</td>
<td rowspan="1" colspan="1">Chr19</td>
<td rowspan="1" colspan="1">g.chr19:47423891GC>AA</td>
<td rowspan="1" colspan="1">p.P654T</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">217</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">179</td>
<td rowspan="1" colspan="1">0.13</td>
<td rowspan="1" colspan="1">109</td>
<td rowspan="1" colspan="1">0</td>
</tr>
<tr>
<td rowspan="1" colspan="1">
<italic>RRP1</italic>
</td>
<td rowspan="1" colspan="1">Chr21</td>
<td rowspan="1" colspan="1">g.chr21:45213265C>T</td>
<td rowspan="1" colspan="1">p.R114C</td>
<td rowspan="1" colspan="1">Missense</td>
<td rowspan="1" colspan="1">n/a</td>
<td rowspan="1" colspan="1">Post-tx only</td>
<td rowspan="1" colspan="1">196</td>
<td rowspan="1" colspan="1">0</td>
<td rowspan="1" colspan="1">136</td>
<td rowspan="1" colspan="1">0.14</td>
<td rowspan="1" colspan="1">83</td>
<td rowspan="1" colspan="1">0</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>HGVS, Human Genome Variation Society; dbSNP, Database of Single Nucleotide Polymorphisms; COSMIC, Catalogue of Somatic Mutations in Cancer; Pre-tx, pretreatment sample; Post-tx, postprogression sample; n/a, not applicable.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Although there was no family history of breast cancer, we examined
<italic>BRCA1</italic>
and
<italic>BRCA2</italic>
for genomic alterations given that the patient developed two histologically distinct cases of breast cancer. No somatic alterations were detected in either gene, but three germline missense mutations were identified:
<italic>BRCA1</italic>
p.Q309R,
<italic>BRCA2</italic>
p.V2466R, and
<italic>BRCA2</italic>
p.N372H. None are clear breast cancer susceptibility loci; however, certain contradictory studies have suggested that these
<italic>BRCA2</italic>
polymorphisms may or may not confer increased risk (
<xref rid="BRANNONMCS000620C16" ref-type="bibr">Cox et al. 2005</xref>
;
<xref rid="BRANNONMCS000620C34" ref-type="bibr">Palli et al. 2007</xref>
;
<xref rid="BRANNONMCS000620C11" ref-type="bibr">Cecener et al. 2014</xref>
;
<xref rid="BRANNONMCS000620C41" ref-type="bibr">Xue et al. 2014</xref>
).</p>
<p>We assessed the mutations noted in
<xref ref-type="table" rid="BRANNONMCS000620TB1">Table 1</xref>
in the context of the targeted pathway and previously reported alterations. No somatic mutations or copy-number variants were identified in genes encoding members of the PI3K/mTOR pathway, such as
<italic>PIK3CA</italic>
,
<italic>PTEN</italic>
,
<italic>MTOR</italic>
,
<italic>TSC1</italic>
, or
<italic>TSC2</italic>
. Gene or chromosomal region alterations previously uncovered by other studies (
<xref rid="BRANNONMCS000620C17" ref-type="bibr">Dawson et al. 1996</xref>
; The
<xref rid="BRANNONMCS000620C8" ref-type="bibr">Cancer Genome Atlas Network 2012</xref>
;
<xref rid="BRANNONMCS000620C18" ref-type="bibr">Deb et al. 2013</xref>
), such as
<italic>TP53</italic>
,
<italic>KRAS</italic>
, 8q gain, 11q gain, 17q gain, 20q gain, or 9q loss, were absent in this patient. Only two of the identified short variants (point mutations or indels) were previously reported in the COSMIC database, but with not more than two supporting records each. Of the 36 total genes with point mutations or indels, only
<italic>SLITRK6</italic>
and
<italic>CACNA1C</italic>
were also mutated in the 10 MBC patients from the Cancer Genome Atlas (TCGA;
<xref rid="BRANNONMCS000620C8" ref-type="bibr">The Cancer Genome Atlas 2012</xref>
); however, the impact of these genes on cancer is unclear.</p>
<p>Three of the somatic variants were of greater interest, however. One of the shared short variants was a 16-bp frameshift deletion in the Msx2-binding domain of
<italic>SPEN</italic>
, which encodes a potential negative regulator of estrogen receptor (ER) transcriptional activity (
<xref rid="BRANNONMCS000620C38" ref-type="bibr">Shi et al. 2001</xref>
). The pretreatment sample had a private nonsense mutation in
<italic>FUBP1</italic>
, a gene commonly mutated in lower-grade gliomas (
<xref rid="BRANNONMCS000620C9" ref-type="bibr">The Cancer Genome Atlas Research Network 2015</xref>
). The postprogression sample also had a 9-megabase loss in Chromosome 12p (Supplemental Fig. S1), which contains the tumor suppressor p27Kip1 (encoded by
<italic>CDKN1B</italic>
).</p>
</sec>
<sec id="s2d">
<title>Protein Expression Analyses</title>
<p>To determine whether important signaling molecules were being regulated at the protein level, immunohistochemistry (IHC) was performed on the pretreatment and postprogression tumor samples (Supplemental Data). The examined signaling pathway biomarkers (HER2, PTEN, pAKT, pS6-235/235, pS6-240/244, pMAPK, pMEK, and pEGFR) presented no or minimal expression changes between the two tumor specimens. These results suggest that these proteins were noncontributory in the tumor's resistance to the BEZ235/everolimus combination therapy. Despite no differences between the time points, overall expression of phosphorylated ribosomal protein S6 at Ser240/244, a downstream target of mTORC1, in both samples was moderate (H-score 140).</p>
<p>Hormone receptor status was also evaluated for this patient. IHC indicated low ER/PR expression (ER 30% 1
<sup>+</sup>
; PR 20% 1
<sup>+</sup>
, 10% 3
<sup>+</sup>
) in the pretreatment sample, but expression levels of both receptors were increased (60% 1
<sup>+</sup>
) in the postprogression sample. Analysis of these samples using the more quantitative Automated Quantitative Analysis (AQUA) IHC technology platform verified a 10-fold score increase of ER from 31 to 312 and an almost fivefold increase of PR from 271 to 1305 (
<xref ref-type="fig" rid="BRANNONMCS000620F2">Fig. 2</xref>
).</p>
<fig id="BRANNONMCS000620F2" orientation="portrait" position="float">
<label>Figure 2.</label>
<caption>
<p>AQUA quantitative immunohistochemistry showed a 10-fold increase in estrogen receptor (ER) (
<italic>A</italic>
) and an almost fivefold increase in progesterone receptor (PR) (
<italic>B</italic>
) between the pretreatment and postprogression samples. HER2 expression remained negative in both samples. The graphs below the image display the AQUA scores. The gray box indicates the cutoff, the green arrow, the pretreatment score, and the red arrow, the postprogression score. Microscopy images at 40× magnification.</p>
</caption>
<graphic xlink:href="BrannonMCS000620_F2"></graphic>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s3">
<title>DISCUSSION</title>
<p>MBC is a rare disease, with only 2350 estimated new cases and 440 deaths in the United States in 2015, ∼1% of female breast cancer and <0.5% of male cancer overall (
<xref rid="BRANNONMCS000620C2" ref-type="bibr">American Cancer Society 2015</xref>
). Because of its infrequency, the treatment and genetics of MBC is not as well understood as for females.</p>
<p>Here we described a male breast cancer patient who received combination therapy of the dual PI3K/mTOR inhibitor BEZ235 and low-dose everolimus as a third-line treatment for his metastatic ductal carcinoma. This treatment yielded stable disease for 18 mo before progression. Therefore, we chose to pursue genomic and immunohistochemical analyses to understand the molecular mechanism of this sensitivity and subsequent resistance, as well as the underlying genetics of MBC.</p>
<p>Because of the extended stable disease the patient sustained from the PI3K/mTOR inhibitors, we had hypothesized that genomic and/or protein expression alterations in this pathway would suggest a clear biological explanation. The results, though, did not suggest hyperactivation of this pathway in the patient's tumor prior to the BEZ235/everolimus combination therapy. This lack of obvious hyperactivation could potentially be due to the pretreatment sample being from initial diagnosis of the invasive ductal carcinoma, before the development of detectable metastases and the several additional lines of therapy prior to the combination treatment. However, previous research has demonstrated that PI3K pathway alterations are not necessary for response to PI3K or mTOR inhibitors (
<xref rid="BRANNONMCS000620C25" ref-type="bibr">Juric and Baselga 2012</xref>
;
<xref rid="BRANNONMCS000620C23" ref-type="bibr">Hortobagyi et al. 2015</xref>
), reinforcing that the clinical benefit from PI3K or mTOR inhibition is not dependent on PI3K pathway hyperactivation. Nevertheless, there was moderate expression of the mTORC1-specific phosphorylation of ribosomal protein S6, suggesting that this pathway may be active in the tumors. Additionally, the tumor had a very quiet copy-number profile, which has been associated in general with better prognosis (
<xref rid="BRANNONMCS000620C33" ref-type="bibr">Ott et al. 2003</xref>
;
<xref rid="BRANNONMCS000620C6" ref-type="bibr">Burrell et al. 2010</xref>
;
<xref rid="BRANNONMCS000620C1" ref-type="bibr">A'Hern et al. 2013</xref>
). In the BOLERO-2 clinical trial in HR
<sup>+</sup>
/HER2
<sup></sup>
metastatic female BC patients, patients with lower chromosomal instability had increased progression-free survival gain from everolimus treatment (
<xref rid="BRANNONMCS000620C23" ref-type="bibr">Hortobagyi et al. 2015</xref>
). Therefore, although there is no clear genomic or protein biomarker explanation for the patient's sensitivity to the BEZ235/everolimus combination therapy, the patient's HR positivity and chromosomal stability correspond similarly with response to other PI3K or mTOR inhibition in female BC patients.</p>
<p>To explain the tumor's subsequent resistance to the combination PI3K/mTOR inhibition, genomic and histological examination revealed both the loss of a tumor suppressor and increased expression of the hormone receptors as potential contributing factors. The loss of a 9-megabase region of Chromosome 12p in the postprogression tumor included the cell cycle inhibitor p27Kip1, a protein normally inhibited by the PI3K pathway. Therefore, deletion of one copy of the gene may have partially released the inhibition on cell proliferation that occurred because of up-regulation of p27Kip1 from shutting down the PI3K pathway. Supporting this notion, previous research has shown that the level of p27Kip1 expression correlates with response to BEZ235 in mouse embryo fibroblasts (
<xref rid="BRANNONMCS000620C26" ref-type="bibr">Lee et al. 2011</xref>
). Additionally, immunohistochemistry detected a five- to 10-fold increase in hormone receptors in the postprogression sample, compared with the pretreatment sample. Resistance associated with an increase in hormone receptor levels has been seen in a number of patients treated with a PI3Kα inhibitor, and in vitro work revealed that suppression of the PI3K pathway increases transcription of
<italic>ESR1</italic>
and expression of ER (
<xref rid="BRANNONMCS000620C5" ref-type="bibr">Bosch et al. 2015</xref>
). The patient's tumor's renewed dependence on the hormone receptors is supported by further disease control upon treatment with the aromatase inhibitor exemestane. Therefore, the decrease of cell cycle inhibition combined with an increase in ER and PR levels may have been enough to abrogate the effect of the PI3K/mTOR pathway blockade by BEZ235/everolimus.</p>
<p>To better understand the genomics of sporadic MBC, we profiled the patient's pretreatment and postprogression tumors and found 27 short variants detected in each sample, gain of Chromosome 16p, and loss of Chromosome 16q. No mutations were found in the common breast cancer genes
<italic>PIK3CA</italic>
,
<italic>TP53</italic>
,
<italic>CDH1</italic>
,
<italic>GATA3</italic>
, or
<italic>MAP3K1</italic>
; no overlap was discovered with common alterations from the 10 reported MBC cases by TCGA; and no high-level amplifications of oncogenes were detected. Although the contribution of most of the identified genomic alterations are unclear, the shared
<italic>SPEN</italic>
16-bp frameshift deletion may be biologically relevant: Previous research suggests that
<italic>SPEN</italic>
is a negative regulator of ER transcriptional activity whose expression is increased in the presence of estradiol, creating a potential self-regulatory loop for the estrogen response (
<xref rid="BRANNONMCS000620C38" ref-type="bibr">Shi et al. 2001</xref>
). The loss of function of this repressor could therefore potentially allow for increased ER transcriptional activity in this ER-positive tumor. Additionally, the nonsense mutation in
<italic>FUBP1</italic>
in the localized pretreatment tumor is interesting because loss-of-function mutations are common in lower-grade gliomas (
<xref rid="BRANNONMCS000620C9" ref-type="bibr">The Cancer Genome Atlas Research Network 2015</xref>
); however, its role in breast cancer is unknown. Overall, however, the relatively quiet genomes suggest that the patient's tumors could be driven by transcriptional, epigenetic, and/or cell signaling mechanisms, particularly those related to hormone receptors.</p>
<p>In conclusion, genomic and histological examination of this MBC patient with prolonged stable disease while under BEZ235/everolimus combination treatment has given us further insight into both MBC and response/resistance to this treatment. Additional studies will be necessary to understand the role of FUBP1 inactivation in MBC and to confirm the hypothesis of decreased p27Kip1 expression and increased hormone receptor expression as a mechanism of resistance to PI3K inhibitors.</p>
</sec>
<sec sec-type="methods" id="s4">
<title>METHODS</title>
<sec id="s4a">
<title>Clinical Assessment</title>
<p>The patient had tumor assessments by CT scan every 8 wk from the start of BEZ235/everolimus combination treatment until disease progression. The patient had weekly visits for clinical examination during the first 8 wk of treatment; thereafter, the patient returned for visits every 28 d.</p>
</sec>
<sec id="s4b">
<title>Pharmacokinetics</title>
<p>A full PK profile of BEZ235 was collected in this patient at Cycle 1 Day 8. Concentration of BEZ235 in plasma was determined by a LC-MS/MS (liquid chromatography–tandem mass spectrometry) method following protein precipitation. The method has an LLOQ (lower limit of quantification) of 2.0 ng/mL. Everolimus blood concentration in whole blood (K2 EDTA) was determined by the LC-MS/MS method following solid-phase extraction. The method has an LLOQ of 0.300 ng/mL. PK parameters were calculated using noncompartmental methods.</p>
</sec>
<sec id="s4c">
<title>Immunohistochemistry Assays</title>
<p>During treatment, formalin-fixed paraffin-embedded (FFPE) slides were stained and reviewed by a certified pathologist at the University of Verona. Pretreatment and postprogression results were further validated for this study. HER2 negativity was confirmed via IHC by ARUP Laboratories. FFPE slides were stained and expression of Ki-67, pMAPK, pEGFR, pMEK, pAKT, pS6-235/236, pS6-240/244, and PTEN was assessed by a certified pathologist. ER and PR expression was confirmed and quantified using AQUA technology (Genoptix); Fluorescent antibodies were bound, digitized using the slide-scanner system, and measured based on nuclear expression in tumor cells.</p>
</sec>
<sec id="s4d">
<title>Genomic Sequencing and Analysis</title>
<p>Tumor purity of pretreatment and postprogression tumor FFPE sections was pathologically estimated at 85% and 75%, respectively. DNA was extracted from FFPE and whole-blood control samples using the Promega Maxwell DNA extraction kit. Libraries were constructed using Illumina TruSeq, captured with the Agilent SureSelect Whole Exome V4 baits and protocol, and sequenced on an Illumina HiSeq 2500 as 100-bp paired-end reads. Resulting FASTQ files were aligned to the hg19 reference genome using BWA-MEM (
<xref rid="BRANNONMCS000620C28" ref-type="bibr">Li 2013</xref>
), duplicates were marked with Picard (
<uri xlink:href="http://broadinstitute.github.io/picard/">http://broadinstitute.github.io/picard/</uri>
), and local realignment and base quality recalibration were performed with GATK (Genome Analysis Toolkit;
<xref rid="BRANNONMCS000620C31" ref-type="bibr">McKenna et al. 2010</xref>
;
<xref rid="BRANNONMCS000620C19" ref-type="bibr">DePristo et al. 2011</xref>
). Resulting mean target coverage of the pretreatment and postprogression FFPE tumor specimens were 142× and 179×, respectively (
<xref ref-type="table" rid="BRANNONMCS000620TB2">Table 2</xref>
). The whole-blood control normal control was purposely sequenced to a lower coverage of 82×.</p>
<table-wrap id="BRANNONMCS000620TB2" orientation="portrait" position="float">
<label>Table 2.</label>
<caption>
<p>Sequencing metrics</p>
</caption>
<table frame="hsides" rules="groups">
<colgroup span="1">
<col align="left" span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
<col align="char" char="." span="1"></col>
</colgroup>
<thead>
<tr>
<th align="left" rowspan="1" colspan="1">Sample</th>
<th align="center" rowspan="1" colspan="1">Total reads</th>
<th align="center" rowspan="1" colspan="1">Unique mapped reads</th>
<th align="center" rowspan="1" colspan="1">Mean target coverage</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="1" colspan="1">Pretreatment</td>
<td rowspan="1" colspan="1">118,318,058</td>
<td rowspan="1" colspan="1">92,907,513</td>
<td rowspan="1" colspan="1">142</td>
</tr>
<tr>
<td rowspan="1" colspan="1">Postprogression</td>
<td rowspan="1" colspan="1">137,438,824</td>
<td rowspan="1" colspan="1">120,704,547</td>
<td rowspan="1" colspan="1">179</td>
</tr>
<tr>
<td rowspan="1" colspan="1">Normal</td>
<td rowspan="1" colspan="1">59,691,734</td>
<td rowspan="1" colspan="1">56,623,598</td>
<td rowspan="1" colspan="1">82</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Single-nucleotide variants were called in paired normal mode using MuTect (
<xref rid="BRANNONMCS000620C13" ref-type="bibr">Cibulskis et al. 2013</xref>
) and phased with GATK, whereas indels were called with Pindel (
<xref rid="BRANNONMCS000620C42" ref-type="bibr">Ye et al. 2009</xref>
) and filtered against a pool of normal samples. Annotation was performed with SnpEff (
<xref rid="BRANNONMCS000620C14" ref-type="bibr">Cingolani et al. 2012</xref>
), using dbSNP v141 (
<uri xlink:href="http://www.ncbi.nlm.nih.gov/SNP/">http://www.ncbi.nlm.nih.gov/SNP/</uri>
), COSMIC v70 (
<xref rid="BRANNONMCS000620C21" ref-type="bibr">Forbes et al. 2015</xref>
), and dbNSFP v2.4 (
<xref rid="BRANNONMCS000620C29" ref-type="bibr">Liu et al. 2013</xref>
). Nonsynonymous protein-coding SNVs or indels with coverage of at least 10× or 30×, respectively, in at least one tumor sample were retained. All calls were manually reviewed in IGV (Integrative Genomics Viewer;
<xref rid="BRANNONMCS000620C37" ref-type="bibr">Robinson et al. 2011</xref>
). Copy number, tumor purity, loss of heterozygosity, and subclonality were performed using an in-house implementation, the ABSOLUTE algorithm (
<xref rid="BRANNONMCS000620C10" ref-type="bibr">Carter et al. 2012</xref>
), after the GC normalization step from Control-FREEC (
<xref rid="BRANNONMCS000620C24" ref-type="bibr">Janevski et al. 2012</xref>
). Tumor purity was calculated to be 47% in the pretreatment sample and 72% in the posttreatment sample. Common alterations in the 10 MBC patients from the BRCA TCGA study were accessed via the Breast Invasive Carcinoma (TCGA, Provisional) data set at
<uri xlink:href="http://cBioPortal.org">http://cBioPortal.org</uri>
(
<xref rid="BRANNONMCS000620C12" ref-type="bibr">Cerami et al. 2012</xref>
;
<xref rid="BRANNONMCS000620C22" ref-type="bibr">Gao et al. 2013</xref>
).</p>
</sec>
</sec>
<sec id="s5">
<title>ADDITIONAL INFORMATION</title>
<sec id="s5a">
<title>Ethics Statement</title>
<p>The treatment of this patient in the clinical trial was approved by the University of Verona's Institutional Review Board and conducted in accordance with Good Clinical Practice, the Declaration of Helsinki, and other applicable local regulations. The patient provided written informed consent for sequence analysis.</p>
</sec>
<sec id="s5b">
<title>Database Deposition and Access</title>
<p>The somatic short variants (point mutations and indels),
<italic>BRCA</italic>
germline variants, copy number alterations, and LOH regions for both the pretreatment and postprogression samples (Supplemental Table 2) identified in this study have been deposited in ClinVar (
<uri xlink:href="http://www.ncbi.nlm.nih.gov/clinvar/">http://www.ncbi.nlm.nih.gov/clinvar/</uri>
) under accession numbers SCV000258645–SCV000258901. Permission has not been granted for deposition of sequencing data.</p>
</sec>
<sec id="s5c">
<title>Acknowledgments</title>
<p>We extend our gratitude to the patient who consented for this investigational combination therapy and exploratory biomarker analysis and provided tumor and blood samples.</p>
</sec>
<sec id="s5d">
<title>Author Contributions</title>
<p>A.R.B., M.F., M.R., P.P., M.M., D.C., and D.M. conceived/designed the study. M.F., C.C., S.C., P.P., G.T., and D.M. contributed to patient material collection. M.F. and D.M. provided patient history information. A.R.B., J.H., W.C., M.R., J.G., G.T., M.M., and D.C. contributed to analysis and interpretation of genomic and histological results. All authors contributed to manuscript writing, editing, and approval.</p>
</sec>
<sec id="s5e">
<title>Funding</title>
<p>Research in the laboratory of D.M. is supported in part by the Associazione Italiana per la Ricerca sul Cancro (AIRC) Start-Up no. 10129, and 5 per mille no. 10016 grants. Part of the work was performed at the Laboratorio Universitario di Ricerca Medica (LURM) Research Center, University of Verona. Novartis provided support, including the generation and analysis of sequence data for this study.</p>
</sec>
<sec id="s5f">
<title>Competing Interest Statement</title>
<p>A. Rose Brannon, David Chen, Jennifer Hummel, Jorge Gallo, Markus Riester, Parul Patel, Wing Cheung, and Michael Morrissey work for Novartis.</p>
</sec>
</sec>
<sec sec-type="supplementary-material">
<title>Supplementary Material</title>
<supplementary-material id="PMC_1" content-type="local-data">
<caption>
<title>Supplemental Material</title>
</caption>
<media mimetype="text" mime-subtype="html" xlink:href="supp_2_2_a000620__index.html"></media>
<media xlink:role="associated-file" mimetype="application" mime-subtype="pdf" xlink:href="supp_mcs.a000620_Supplemental_Data.pdf"></media>
<media xlink:role="associated-file" mimetype="application" mime-subtype="vnd.ms-excel" xlink:href="supp_mcs.a000620_Supplemental_Table_2.xlsx"></media>
</supplementary-material>
</sec>
</body>
<back>
<fn-group>
<fn fn-type="supplementary-material">
<p>[Supplemental material is available for this article.]</p>
</fn>
</fn-group>
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HfdIndexSelect -h $EXPLOR_AREA/Data/Pmc/Corpus/RBID.i   -Sk "pubmed:27148582" \
       | HfdSelect -Kh $EXPLOR_AREA/Data/Pmc/Corpus/biblio.hfd   \
       | NlmPubMed2Wicri -a EpistemeV1 

Wicri

This area was generated with Dilib version V0.6.31.
Data generation: Wed Nov 1 16:34:12 2017. Site generation: Sun Mar 10 15:11:59 2024