Variant allele frequency enrichment analysis in vitro reveals sonic hedgehog pathway to impede sustained temozolomide response in GBM
Neoplastic cells of Glioblastoma multiforme (GBM) may or may not show sustained response to temozolomide (TMZ) chemotherapy. We hypothesize that TMZ chemotherapy response in GBM is predetermined in its neoplastic clones via a specific set of mutations that alter relevant pathways. We describe exome-...
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creator | Biswas, Nidhan K. Chandra, Vikas Sarkar-Roy, Neeta Das, Tapojyoti Bhattacharya, Rabindra N. Tripathy, Laxmi N. Basu, Sunandan K. Kumar, Shantanu Das, Subrata Chatterjee, Ankita Mukherjee, Ankur Basu, Pryiadarshi Maitra, Arindam Chattopadhyay, Ansuman Basu, Analabha Dhara, Surajit |
description | Neoplastic cells of Glioblastoma multiforme (GBM) may or may not show sustained response to temozolomide (TMZ) chemotherapy. We hypothesize that TMZ chemotherapy response in GBM is predetermined in its neoplastic clones via a specific set of mutations that alter relevant pathways. We describe exome-wide enrichment of variant allele frequencies (VAFs) in neurospheres displaying contrasting phenotypes of sustained versus reversible TMZ-responses
in vitro
. Enrichment of VAFs was found on genes ST5, RP6KA1 and PRKDC in cells showing sustained TMZ-effect whereas on genes FREM2, AASDH and STK36, in cells showing reversible TMZ-effect. Ingenuity pathway analysis (IPA) revealed that these genes alter cell-cycle, G2/M-checkpoint-regulation and NHEJ pathways in sustained TMZ-effect cells whereas the lysine-II&V/phenylalanine degradation and sonic hedgehog (Hh) pathways in reversible TMZ-effect cells. Next, we validated the likely involvement of the Hh-pathway in TMZ-response on additional GBM neurospheres as well as on GBM patients, by extracting RNA-sequencing-based gene expression data from the TCGA-GBM database. Finally, we demonstrated TMZ-sensitization of a TMZ non-responder neurosphere
in vitro
by treating them with the FDA-approved pharmacological Hh-pathway inhibitor vismodegib. Altogether, our results indicate that the Hh-pathway impedes sustained TMZ-response in GBM and could be a potential therapeutic target to enhance TMZ-response in this malignancy. |
doi_str_mv | 10.1038/srep07915 |
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in vitro
. Enrichment of VAFs was found on genes ST5, RP6KA1 and PRKDC in cells showing sustained TMZ-effect whereas on genes FREM2, AASDH and STK36, in cells showing reversible TMZ-effect. Ingenuity pathway analysis (IPA) revealed that these genes alter cell-cycle, G2/M-checkpoint-regulation and NHEJ pathways in sustained TMZ-effect cells whereas the lysine-II&V/phenylalanine degradation and sonic hedgehog (Hh) pathways in reversible TMZ-effect cells. Next, we validated the likely involvement of the Hh-pathway in TMZ-response on additional GBM neurospheres as well as on GBM patients, by extracting RNA-sequencing-based gene expression data from the TCGA-GBM database. Finally, we demonstrated TMZ-sensitization of a TMZ non-responder neurosphere
in vitro
by treating them with the FDA-approved pharmacological Hh-pathway inhibitor vismodegib. Altogether, our results indicate that the Hh-pathway impedes sustained TMZ-response in GBM and could be a potential therapeutic target to enhance TMZ-response in this malignancy.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/srep07915</identifier><identifier>PMID: 25604826</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>13 ; 13/106 ; 13/2 ; 13/31 ; 38/88 ; 45/23 ; 631/67/1922 ; 692/699/67/69 ; Alleles ; Anilides - pharmacology ; Cell Division - drug effects ; Cell Division - genetics ; Cell Line, Tumor ; Chemotherapy ; Dacarbazine - administration & dosage ; Dacarbazine - analogs & derivatives ; Exome ; Female ; Follow-Up Studies ; G2 Phase - drug effects ; G2 Phase - genetics ; Gene expression ; Gene Frequency ; Glioblastoma ; Glioblastoma - diagnostic imaging ; Glioblastoma - drug therapy ; Glioblastoma - genetics ; Glioblastoma - metabolism ; Hedgehog protein ; Hedgehog Proteins - genetics ; Hedgehog Proteins - metabolism ; Humanities and Social Sciences ; Humans ; Lysine ; Male ; Malignancy ; multidisciplinary ; Neoplasm Proteins - genetics ; Neoplasm Proteins - metabolism ; Neurospheres ; Non-homologous end joining ; Phenylalanine ; Population genetics ; Pyridines - pharmacology ; Radiography ; Ribonucleic acid ; RNA ; Science ; Spheroids, Cellular - metabolism ; Spheroids, Cellular - pathology ; Temozolomide</subject><ispartof>Scientific reports, 2015-01, Vol.5 (1), p.7915-7915, Article 7915</ispartof><rights>The Author(s) 2015</rights><rights>Copyright Nature Publishing Group Jan 2015</rights><rights>Copyright © 2015, Macmillan Publishers Limited. All rights reserved 2015 Macmillan Publishers Limited. All rights reserved</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c438t-e0e4cff7eaf31a5690f028c9805ea9fd711f6a5c46f93facb72f2ffd4367f1903</citedby><cites>FETCH-LOGICAL-c438t-e0e4cff7eaf31a5690f028c9805ea9fd711f6a5c46f93facb72f2ffd4367f1903</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4300501/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4300501/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,27922,27923,41118,42187,51574,53789,53791</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25604826$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Biswas, Nidhan K.</creatorcontrib><creatorcontrib>Chandra, Vikas</creatorcontrib><creatorcontrib>Sarkar-Roy, Neeta</creatorcontrib><creatorcontrib>Das, Tapojyoti</creatorcontrib><creatorcontrib>Bhattacharya, Rabindra N.</creatorcontrib><creatorcontrib>Tripathy, Laxmi N.</creatorcontrib><creatorcontrib>Basu, Sunandan K.</creatorcontrib><creatorcontrib>Kumar, Shantanu</creatorcontrib><creatorcontrib>Das, Subrata</creatorcontrib><creatorcontrib>Chatterjee, Ankita</creatorcontrib><creatorcontrib>Mukherjee, Ankur</creatorcontrib><creatorcontrib>Basu, Pryiadarshi</creatorcontrib><creatorcontrib>Maitra, Arindam</creatorcontrib><creatorcontrib>Chattopadhyay, Ansuman</creatorcontrib><creatorcontrib>Basu, Analabha</creatorcontrib><creatorcontrib>Dhara, Surajit</creatorcontrib><title>Variant allele frequency enrichment analysis in vitro reveals sonic hedgehog pathway to impede sustained temozolomide response in GBM</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Neoplastic cells of Glioblastoma multiforme (GBM) may or may not show sustained response to temozolomide (TMZ) chemotherapy. We hypothesize that TMZ chemotherapy response in GBM is predetermined in its neoplastic clones via a specific set of mutations that alter relevant pathways. We describe exome-wide enrichment of variant allele frequencies (VAFs) in neurospheres displaying contrasting phenotypes of sustained versus reversible TMZ-responses
in vitro
. Enrichment of VAFs was found on genes ST5, RP6KA1 and PRKDC in cells showing sustained TMZ-effect whereas on genes FREM2, AASDH and STK36, in cells showing reversible TMZ-effect. Ingenuity pathway analysis (IPA) revealed that these genes alter cell-cycle, G2/M-checkpoint-regulation and NHEJ pathways in sustained TMZ-effect cells whereas the lysine-II&V/phenylalanine degradation and sonic hedgehog (Hh) pathways in reversible TMZ-effect cells. Next, we validated the likely involvement of the Hh-pathway in TMZ-response on additional GBM neurospheres as well as on GBM patients, by extracting RNA-sequencing-based gene expression data from the TCGA-GBM database. Finally, we demonstrated TMZ-sensitization of a TMZ non-responder neurosphere
in vitro
by treating them with the FDA-approved pharmacological Hh-pathway inhibitor vismodegib. Altogether, our results indicate that the Hh-pathway impedes sustained TMZ-response in GBM and could be a potential therapeutic target to enhance TMZ-response in this malignancy.</description><subject>13</subject><subject>13/106</subject><subject>13/2</subject><subject>13/31</subject><subject>38/88</subject><subject>45/23</subject><subject>631/67/1922</subject><subject>692/699/67/69</subject><subject>Alleles</subject><subject>Anilides - pharmacology</subject><subject>Cell Division - drug effects</subject><subject>Cell Division - genetics</subject><subject>Cell Line, Tumor</subject><subject>Chemotherapy</subject><subject>Dacarbazine - administration & dosage</subject><subject>Dacarbazine - analogs & derivatives</subject><subject>Exome</subject><subject>Female</subject><subject>Follow-Up Studies</subject><subject>G2 Phase - drug effects</subject><subject>G2 Phase - genetics</subject><subject>Gene expression</subject><subject>Gene Frequency</subject><subject>Glioblastoma</subject><subject>Glioblastoma - diagnostic imaging</subject><subject>Glioblastoma - drug therapy</subject><subject>Glioblastoma - genetics</subject><subject>Glioblastoma - metabolism</subject><subject>Hedgehog protein</subject><subject>Hedgehog Proteins - genetics</subject><subject>Hedgehog Proteins - metabolism</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Lysine</subject><subject>Male</subject><subject>Malignancy</subject><subject>multidisciplinary</subject><subject>Neoplasm Proteins - genetics</subject><subject>Neoplasm Proteins - metabolism</subject><subject>Neurospheres</subject><subject>Non-homologous end joining</subject><subject>Phenylalanine</subject><subject>Population genetics</subject><subject>Pyridines - pharmacology</subject><subject>Radiography</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Science</subject><subject>Spheroids, Cellular - metabolism</subject><subject>Spheroids, Cellular - pathology</subject><subject>Temozolomide</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNplkU9vFCEYxonR2Kb24BcwJF60ySr_hhkuJtrUalLjRb0Syrzs0DAwwsya9e73ls3WzapcIDy_PLw8D0JPKXlFCe9elwwTaRVtHqBTRkSzYpyxh0fnE3Reyh2pq2FKUPUYnbBGEtExeYp-fTPZmzhjEwIEwC7D9wWi3WKI2dthhJ0WTdgWX7CPeOPnnHCGDZhQcEnRWzxAv4YhrfFk5uGH2eI5YT9O0AMuS5mNj9DjGcb0M4U0-nqdoUwpFtg5Xr_79AQ9ctUOzu_3M_T1_dWXyw-rm8_XHy_f3qys4N28AgLCOteCcZyaRiriCOus6kgDRrm-pdRJ01ghneLO2NuWOeZcL7hsHVWEn6E3e99puR2ht_Vz2QQ9ZT-avNXJeP23Ev2g12mjBa_pEVoNXtwb5FRzKrMefbEQgomQlqKpbJignHWyos__Qe_SkmuSlepUR0krOa_Uyz1lcyq1SncYhhK961cf-q3ss-PpD-SfNitwsQdKleIa8tGT_7n9BskOsx8</recordid><startdate>20150121</startdate><enddate>20150121</enddate><creator>Biswas, Nidhan K.</creator><creator>Chandra, Vikas</creator><creator>Sarkar-Roy, Neeta</creator><creator>Das, Tapojyoti</creator><creator>Bhattacharya, Rabindra N.</creator><creator>Tripathy, Laxmi N.</creator><creator>Basu, Sunandan K.</creator><creator>Kumar, Shantanu</creator><creator>Das, Subrata</creator><creator>Chatterjee, Ankita</creator><creator>Mukherjee, Ankur</creator><creator>Basu, Pryiadarshi</creator><creator>Maitra, Arindam</creator><creator>Chattopadhyay, Ansuman</creator><creator>Basu, Analabha</creator><creator>Dhara, Surajit</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20150121</creationdate><title>Variant allele frequency enrichment analysis in vitro reveals sonic hedgehog pathway to impede sustained temozolomide response in GBM</title><author>Biswas, Nidhan K. ; Chandra, Vikas ; Sarkar-Roy, Neeta ; Das, Tapojyoti ; Bhattacharya, Rabindra N. ; Tripathy, Laxmi N. ; Basu, Sunandan K. ; Kumar, Shantanu ; Das, Subrata ; Chatterjee, Ankita ; Mukherjee, Ankur ; Basu, Pryiadarshi ; Maitra, Arindam ; Chattopadhyay, Ansuman ; Basu, Analabha ; Dhara, Surajit</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c438t-e0e4cff7eaf31a5690f028c9805ea9fd711f6a5c46f93facb72f2ffd4367f1903</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>13</topic><topic>13/106</topic><topic>13/2</topic><topic>13/31</topic><topic>38/88</topic><topic>45/23</topic><topic>631/67/1922</topic><topic>692/699/67/69</topic><topic>Alleles</topic><topic>Anilides - pharmacology</topic><topic>Cell Division - drug effects</topic><topic>Cell Division - genetics</topic><topic>Cell Line, Tumor</topic><topic>Chemotherapy</topic><topic>Dacarbazine - administration & dosage</topic><topic>Dacarbazine - analogs & derivatives</topic><topic>Exome</topic><topic>Female</topic><topic>Follow-Up Studies</topic><topic>G2 Phase - drug effects</topic><topic>G2 Phase - genetics</topic><topic>Gene expression</topic><topic>Gene Frequency</topic><topic>Glioblastoma</topic><topic>Glioblastoma - diagnostic imaging</topic><topic>Glioblastoma - drug therapy</topic><topic>Glioblastoma - genetics</topic><topic>Glioblastoma - metabolism</topic><topic>Hedgehog protein</topic><topic>Hedgehog Proteins - genetics</topic><topic>Hedgehog Proteins - metabolism</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Lysine</topic><topic>Male</topic><topic>Malignancy</topic><topic>multidisciplinary</topic><topic>Neoplasm Proteins - genetics</topic><topic>Neoplasm Proteins - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Biswas, Nidhan K.</au><au>Chandra, Vikas</au><au>Sarkar-Roy, Neeta</au><au>Das, Tapojyoti</au><au>Bhattacharya, Rabindra N.</au><au>Tripathy, Laxmi N.</au><au>Basu, Sunandan K.</au><au>Kumar, Shantanu</au><au>Das, Subrata</au><au>Chatterjee, Ankita</au><au>Mukherjee, Ankur</au><au>Basu, Pryiadarshi</au><au>Maitra, Arindam</au><au>Chattopadhyay, Ansuman</au><au>Basu, Analabha</au><au>Dhara, Surajit</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Variant allele frequency enrichment analysis in vitro reveals sonic hedgehog pathway to impede sustained temozolomide response in GBM</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2015-01-21</date><risdate>2015</risdate><volume>5</volume><issue>1</issue><spage>7915</spage><epage>7915</epage><pages>7915-7915</pages><artnum>7915</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Neoplastic cells of Glioblastoma multiforme (GBM) may or may not show sustained response to temozolomide (TMZ) chemotherapy. We hypothesize that TMZ chemotherapy response in GBM is predetermined in its neoplastic clones via a specific set of mutations that alter relevant pathways. We describe exome-wide enrichment of variant allele frequencies (VAFs) in neurospheres displaying contrasting phenotypes of sustained versus reversible TMZ-responses
in vitro
. Enrichment of VAFs was found on genes ST5, RP6KA1 and PRKDC in cells showing sustained TMZ-effect whereas on genes FREM2, AASDH and STK36, in cells showing reversible TMZ-effect. Ingenuity pathway analysis (IPA) revealed that these genes alter cell-cycle, G2/M-checkpoint-regulation and NHEJ pathways in sustained TMZ-effect cells whereas the lysine-II&V/phenylalanine degradation and sonic hedgehog (Hh) pathways in reversible TMZ-effect cells. Next, we validated the likely involvement of the Hh-pathway in TMZ-response on additional GBM neurospheres as well as on GBM patients, by extracting RNA-sequencing-based gene expression data from the TCGA-GBM database. Finally, we demonstrated TMZ-sensitization of a TMZ non-responder neurosphere
in vitro
by treating them with the FDA-approved pharmacological Hh-pathway inhibitor vismodegib. Altogether, our results indicate that the Hh-pathway impedes sustained TMZ-response in GBM and could be a potential therapeutic target to enhance TMZ-response in this malignancy.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>25604826</pmid><doi>10.1038/srep07915</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 13 13/106 13/2 13/31 38/88 45/23 631/67/1922 692/699/67/69 Alleles Anilides - pharmacology Cell Division - drug effects Cell Division - genetics Cell Line, Tumor Chemotherapy Dacarbazine - administration & dosage Dacarbazine - analogs & derivatives Exome Female Follow-Up Studies G2 Phase - drug effects G2 Phase - genetics Gene expression Gene Frequency Glioblastoma Glioblastoma - diagnostic imaging Glioblastoma - drug therapy Glioblastoma - genetics Glioblastoma - metabolism Hedgehog protein Hedgehog Proteins - genetics Hedgehog Proteins - metabolism Humanities and Social Sciences Humans Lysine Male Malignancy multidisciplinary Neoplasm Proteins - genetics Neoplasm Proteins - metabolism Neurospheres Non-homologous end joining Phenylalanine Population genetics Pyridines - pharmacology Radiography Ribonucleic acid RNA Science Spheroids, Cellular - metabolism Spheroids, Cellular - pathology Temozolomide |
title | Variant allele frequency enrichment analysis in vitro reveals sonic hedgehog pathway to impede sustained temozolomide response in GBM |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-14T02%3A06%3A32IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Variant%20allele%20frequency%20enrichment%20analysis%20in%20vitro%20reveals%20sonic%20hedgehog%20pathway%20to%20impede%20sustained%20temozolomide%20response%20in%20GBM&rft.jtitle=Scientific%20reports&rft.au=Biswas,%20Nidhan%20K.&rft.date=2015-01-21&rft.volume=5&rft.issue=1&rft.spage=7915&rft.epage=7915&rft.pages=7915-7915&rft.artnum=7915&rft.issn=2045-2322&rft.eissn=2045-2322&rft_id=info:doi/10.1038/srep07915&rft_dat=%3Cproquest_pubme%3E1898107633%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1898107633&rft_id=info:pmid/25604826&rfr_iscdi=true |