Comparative Molecular Genomic Analyses of a Spontaneous Rhesus Macaque Model of Mismatch Repair-Deficient Colorectal Cancer
Colorectal cancer (CRC) remains the third most common cancer in the US with 15% of cases displaying Microsatellite Instability (MSI) secondary to Lynch Syndrome (LS) or somatic hypermethylation of the MLH1 promoter. A cohort of rhesus macaques from our institution developed spontaneous mismatch repa...
Saved in:
Published in | bioRxiv |
---|---|
Main Authors | , , , , , , , , , , , , , , |
Format | Paper |
Language | English |
Published |
Cold Spring Harbor
Cold Spring Harbor Laboratory Press
19.08.2021
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Colorectal cancer (CRC) remains the third most common cancer in the US with 15% of cases displaying Microsatellite Instability (MSI) secondary to Lynch Syndrome (LS) or somatic hypermethylation of the MLH1 promoter. A cohort of rhesus macaques from our institution developed spontaneous mismatch repair deficient (MMRd) CRC with a notable fraction harboring a pathogenic germline mutation in MLH1 (c.1029C<G, p.Tyr343Ter). Our study incorporated a detailed molecular characterization of rhesus CRC for cross-comparison with human MMRd CRC. We performed PCR-based MSI testing, transcriptomic analysis, and reduced-representation bisulfite sequencing (RRBS) of rhesus CRC (n=41 samples) using next-generation sequencing (NGS). Systems biology pipelines were used for gene set enrichment analysis (GSEA) for pathway discovery, consensus molecular subtyping (CMS), and somatic mutation profiling. Overall, the majority of rhesus tumors displayed high levels of MSI (MSI-high) and differential gene expression profiles that were consistent with known deregulated pathways in human CRC. DNA methylation analysis exposed differentially methylated patterns among MSI-H, MSI-L (MSI-low)/MSS (MS-stable) and LS tumors with MLH1 predominantly inactivated among sporadic MSI-H CRCs. The findings from this study support the use of rhesus macaques as the preferred animal model to study carcinogenesis, develop immunotherapies and vaccines, and implement chemoprevention approaches pertinent to sporadic MSI-H and LS CRC in humans. Competing Interest Statement Dr. Vilar has a consulting or advisory role with Janssen Research and Development and Recursion Pharma. He has received research support from Janssen Research and Development. |
---|---|
AbstractList | Colorectal cancer (CRC) remains the third most common cancer in the US with 15% of cases displaying Microsatellite Instability (MSI) secondary to Lynch Syndrome (LS) or somatic hypermethylation of the MLH1 promoter. A cohort of rhesus macaques from our institution developed spontaneous mismatch repair deficient (MMRd) CRC with a notable fraction harboring a pathogenic germline mutation in MLH1 (c.1029C<G, p.Tyr343Ter). Our study incorporated a detailed molecular characterization of rhesus CRC for cross-comparison with human MMRd CRC. We performed PCR-based MSI testing, transcriptomic analysis, and reduced-representation bisulfite sequencing (RRBS) of rhesus CRC (n=41 samples) using next-generation sequencing (NGS). Systems biology pipelines were used for gene set enrichment analysis (GSEA) for pathway discovery, consensus molecular subtyping (CMS), and somatic mutation profiling. Overall, the majority of rhesus tumors displayed high levels of MSI (MSI-high) and differential gene expression profiles that were consistent with known deregulated pathways in human CRC. DNA methylation analysis exposed differentially methylated patterns among MSI-H, MSI-L (MSI-low)/MSS (MS-stable) and LS tumors with MLH1 predominantly inactivated among sporadic MSI-H CRCs. The findings from this study support the use of rhesus macaques as the preferred animal model to study carcinogenesis, develop immunotherapies and vaccines, and implement chemoprevention approaches pertinent to sporadic MSI-H and LS CRC in humans. Competing Interest Statement Dr. Vilar has a consulting or advisory role with Janssen Research and Development and Recursion Pharma. He has received research support from Janssen Research and Development. |
Author | Benavides, Fernando Hodo, Carolyn L Gray, Stanton B Dray, Beth K Raveendran, Muthuswamy Karen Colbert Maresso Rogers, Jeffrey Lermi, Nejla Ozirmak Taggart, Melissa W Bowen, Charles M Vilar, Eduardo Reyes-Uribe, Laura Sinha, Krishna M Harris, R Alan Deng, Nan |
Author_xml | – sequence: 1 givenname: Nejla surname: Lermi middlename: Ozirmak fullname: Lermi, Nejla Ozirmak – sequence: 2 givenname: Stanton surname: Gray middlename: B fullname: Gray, Stanton B – sequence: 3 givenname: Charles surname: Bowen middlename: M fullname: Bowen, Charles M – sequence: 4 givenname: Laura surname: Reyes-Uribe fullname: Reyes-Uribe, Laura – sequence: 5 givenname: Beth surname: Dray middlename: K fullname: Dray, Beth K – sequence: 6 givenname: Nan surname: Deng fullname: Deng, Nan – sequence: 7 givenname: R surname: Harris middlename: Alan fullname: Harris, R Alan – sequence: 8 givenname: Muthuswamy surname: Raveendran fullname: Raveendran, Muthuswamy – sequence: 9 givenname: Fernando surname: Benavides fullname: Benavides, Fernando – sequence: 10 givenname: Carolyn surname: Hodo middlename: L fullname: Hodo, Carolyn L – sequence: 11 givenname: Melissa surname: Taggart middlename: W fullname: Taggart, Melissa W – sequence: 12 fullname: Karen Colbert Maresso – sequence: 13 givenname: Krishna surname: Sinha middlename: M fullname: Sinha, Krishna M – sequence: 14 givenname: Jeffrey surname: Rogers fullname: Rogers, Jeffrey – sequence: 15 givenname: Eduardo surname: Vilar fullname: Vilar, Eduardo |
BookMark | eNotj7FOwzAURT3AAIUPYLPEnBDbsWOPVYBSqRFS6V49nGc1yLWDnSAhfp5WMJ3l3qN7r8lFiAEJuWNVyVjFHnjFWVnpkpmylkoZdkV-2ngcIcE0fCHtokc7e0h0hSEeB0uXAfx3xkyjo0DfxhgmCBjnTLcHzCd0YOFzPld79OdUN-QjTPZAtzjCkIpHdIMdMEy0jT4mtBN42kKwmG7IpQOf8fafC7J7ftq1L8XmdbVul5tibBgrGqkV1tpaplA5p5jpK-XeeY89B2iwstKIpq6NNMiFFo3ivbM1s1qZmmknFuT-TzumeJqap_1HnNPpWN5zqbiSQmgpfgFii1tW |
ContentType | Paper |
Copyright | 2021. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (“the License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: 2021. This article is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (“the License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | 8FE 8FH AAFGM AAMXL ABOIG ABUWG ADZZV AFKRA AFLLJ AFOLM AGAJT AQTIP AZQEC BBNVY BENPR BHPHI CCPQU DWQXO GNUQQ HCIFZ LK8 M7P PIMPY PQCXX PQEST PQQKQ PQUKI PRINS |
DOI | 10.1101/2021.08.19.456691 |
DatabaseName | ProQuest SciTech Collection ProQuest Natural Science Collection ProQuest Central Korea - hybrid linking Natural Science Collection - hybrid linking Biological Science Collection - hybrid linking ProQuest Central (Alumni Edition) ProQuest Central (Alumni) - hybrid linking ProQuest Central UK/Ireland SciTech Premium Collection - hybrid linking ProQuest Central Student - hybrid linking ProQuest Central Essentials - hybrid linking ProQuest Women's & Gender Studies - hybrid linking ProQuest Central Essentials Biological Science Collection ProQuest Central Natural Science Collection ProQuest One Community College ProQuest Central Korea ProQuest Central Student SciTech Premium Collection Biological Sciences Biological Science Database Publicly Available Content Database ProQuest Central - hybrid linking ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China |
DatabaseTitle | Publicly Available Content Database ProQuest Central Student ProQuest Biological Science Collection ProQuest Central Essentials ProQuest One Academic Eastern Edition ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Natural Science Collection Biological Science Database ProQuest SciTech Collection ProQuest Central China ProQuest Central ProQuest One Academic UKI Edition Natural Science Collection ProQuest Central Korea Biological Science Collection ProQuest One Academic |
DatabaseTitleList | Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: BENPR name: ProQuest Central url: https://www.proquest.com/central sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Genre | Working Paper/Pre-Print |
GroupedDBID | 8FE 8FH ABUWG AFKRA AZQEC BBNVY BENPR BHPHI CCPQU DWQXO GNUQQ HCIFZ LK8 M7P PIMPY PQEST PQQKQ PQUKI PRINS |
ID | FETCH-LOGICAL-p711-7586e48cc16e6ff619d06fb2ded2aa7e0c593744959e2383762dfc41c869418f3 |
IEDL.DBID | BENPR |
IngestDate | Thu Oct 10 15:40:16 EDT 2024 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | false |
IsScholarly | false |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-p711-7586e48cc16e6ff619d06fb2ded2aa7e0c593744959e2383762dfc41c869418f3 |
OpenAccessLink | https://www.proquest.com/docview/2562653385?pq-origsite=%requestingapplication% |
PQID | 2562653385 |
PQPubID | 2050091 |
ParticipantIDs | proquest_journals_2562653385 |
PublicationCentury | 2000 |
PublicationDate | 20210819 |
PublicationDateYYYYMMDD | 2021-08-19 |
PublicationDate_xml | – month: 08 year: 2021 text: 20210819 day: 19 |
PublicationDecade | 2020 |
PublicationPlace | Cold Spring Harbor |
PublicationPlace_xml | – name: Cold Spring Harbor |
PublicationTitle | bioRxiv |
PublicationYear | 2021 |
Publisher | Cold Spring Harbor Laboratory Press |
Publisher_xml | – name: Cold Spring Harbor Laboratory Press |
Score | 1.6733387 |
Snippet | Colorectal cancer (CRC) remains the third most common cancer in the US with 15% of cases displaying Microsatellite Instability (MSI) secondary to Lynch... |
SourceID | proquest |
SourceType | Aggregation Database |
SubjectTerms | Animal models Bisulfite Cancer Carcinogenesis Colorectal cancer Colorectal carcinoma DNA methylation Gene expression Gene set enrichment analysis Genomic analysis Immunotherapy Microsatellite instability Mismatch repair MLH1 protein Mutation Next-generation sequencing R&D Research & development Tumors |
Title | Comparative Molecular Genomic Analyses of a Spontaneous Rhesus Macaque Model of Mismatch Repair-Deficient Colorectal Cancer |
URI | https://www.proquest.com/docview/2562653385 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3PS8MwFA66XbwpKv6YkoPXaJOmWXoSrJtD6Bhzwm4jSV_ZQNrazpP_vC-1YwfBUw9tKeQ9vvd9L837CLkDPZSguWGhDC2THNPYBnHORGh5qGKwkfEN_XSqJu_ydRktu4Zb0_1WucPEFqiz0vke-QOWZqGQm-josfpk3jXK7652FhqHpC9QKQQ90n8aTWfzbvsS082L-3ZIJ4_vkSuomP8B3baSjI9Jf2YqqE_IARSn5DvZD9-m6c6plr5Ae1iY_k4MgYaWOTX0rSoLpHKAWp3O19DgJTXO4DeodzT78E-lmwYpqFtTJNZmU7Nn8BMisLDQBFHOo5v5oImPdH1GFuPRIpmwzg6BVUPOGRJ7BVI7xxWoPEfhkwUqtyKDTBgzhMBFSDUkCp4YhNedSmS5k9xpf1ZV5-E56RVlAReEqtBmoCVCW6ClEJnVBomUdaG0-FauL8lgt0SrLqWb1T4AV__fviZHftF945XHA9Lb1l9wg5V7a2-78PwAU8ycBA |
link.rule.ids | 783,787,21400,27937,33756,43817 |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV09T8MwELWgHWADAeKjgAfWQJy4rjMhEVoKNFVVitStsp2zqFQlISkTf55zSNUBiSlDYkXKnd69d47fEXIDssdBMuWFPNQeZ5jG2o-sF4SahSIC3VWuoZ-MxfCdv8y786bhVjW_VW4wsQbqNDeuR36HpTkQyE1k97749NzUKLe72ozQ2CVtZ1WF4qv90B9Pps32JaabE_e1SSeLbpEriIj9Ad26kgwOSHuiCigPyQ5kR-Q73ppv02QzqZY-QX1YmP46hkBFc0sVfSvyDKkcoFan0w-o8JIoo_Ad1E00W7mnkmWFFNR8UCTWall6j-AcIrCw0BhRzqGbWtHYRbo8JrNBfxYPvWYcglf0GPOQ2Avg0hgmQFiLwif1hdVBCmmgVA9800WqwVHwRBA43SmC1BrOjHRnVaUNT0gryzM4JVSEOgXJEdp8yYMg1VIhkdIm5BpXWXlGOptPtGhSulpsA3D-_-1rsjecJaPF6Hn8ekH2XQBcE5ZFHdJal19wiVV8ra-aUP0A3rKe_g |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Comparative+Molecular+Genomic+Analyses+of+a+Spontaneous+Rhesus+Macaque+Model+of+Mismatch+Repair-Deficient+Colorectal+Cancer&rft.jtitle=bioRxiv&rft.au=Lermi%2C+Nejla+Ozirmak&rft.au=Gray%2C+Stanton+B&rft.au=Bowen%2C+Charles+M&rft.au=Reyes-Uribe%2C+Laura&rft.date=2021-08-19&rft.pub=Cold+Spring+Harbor+Laboratory+Press&rft_id=info:doi/10.1101%2F2021.08.19.456691 |