A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients
Identifying molecular characteristics that are associated with aggressive cancer phenotypes through gene expression profiling can help predict treatment responses and clinical outcomes. Claudins are deregulated in colorectal cancer (CRC). In CRC, increased claudin-1 expression results in epithelial-...
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doaj-0b1cdae9e0f24a719061a456c33fc6a02021-09-25T23:51:56ZengMDPI AGCells2073-44092021-08-01102211221110.3390/cells10092211A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer PatientsSaiprasad Gowrikumar0Mark Primeaux1Kristina Pravoverov2Chao Wu3Bryan C. Szeglin4Charles-Etienne Gabriel Sauvé5Ishwor Thapa6Dhundy Bastola7Xi Steven Chen8J. Joshua Smith9Amar B. Singh10Punita Dhawan11Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USADepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USADepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USADepartment of Surgery, Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USADepartment of Surgery, Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USADepartment of Surgery, Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USACollege of Information Science & Technology, University of Omaha, Omaha, NE 68182, USACollege of Information Science & Technology, University of Omaha, Omaha, NE 68182, USADepartment of Public Health Sciences, Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, USADepartment of Surgery, Colorectal Service, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USADepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USADepartment of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE 68198, USAIdentifying molecular characteristics that are associated with aggressive cancer phenotypes through gene expression profiling can help predict treatment responses and clinical outcomes. Claudins are deregulated in colorectal cancer (CRC). In CRC, increased claudin-1 expression results in epithelial-to-mesenchymal transition and metastasis, while claudin-7 functions as a tumor suppressor. In this study, we have developed a molecular signature based on claudin-1 and claudin-7 associated with poor patient survival and chemoresistance. This signature was validated using an integrated approach including publicly available datasets and CRC samples from patients who either responded or did not respond to standard-of-care treatment, CRC cell lines, and patient-derived rectal and colon tumoroids. Transcriptomic analysis from a patient dataset initially yielded 23 genes that were differentially expressed along with higher claudin-1 and decreased claudin-7. From this analysis, we selected a claudins-associated molecular signature including PIK3CA, SLC6A6, TMEM43, and ASAP-1 based on their importance in CRC. The upregulation of these genes and their protein products was validated using multiple CRC patient datasets, in vitro chemoresistant cell lines, and patient-derived tumoroid models. Additionally, blocking these genes improved 5-FU sensitivity in chemoresistant CRC cells. Our findings propose a new claudin-based molecular signature that associates with poor prognosis as well as characteristics of treatment-resistant CRC including chemoresistance, metastasis, and relapse.https://www.mdpi.com/2073-4409/10/9/2211claudin-1claudin-7CRCchemoresistancemetastasismolecular signature |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Saiprasad Gowrikumar Mark Primeaux Kristina Pravoverov Chao Wu Bryan C. Szeglin Charles-Etienne Gabriel Sauvé Ishwor Thapa Dhundy Bastola Xi Steven Chen J. Joshua Smith Amar B. Singh Punita Dhawan |
spellingShingle |
Saiprasad Gowrikumar Mark Primeaux Kristina Pravoverov Chao Wu Bryan C. Szeglin Charles-Etienne Gabriel Sauvé Ishwor Thapa Dhundy Bastola Xi Steven Chen J. Joshua Smith Amar B. Singh Punita Dhawan A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients Cells claudin-1 claudin-7 CRC chemoresistance metastasis molecular signature |
author_facet |
Saiprasad Gowrikumar Mark Primeaux Kristina Pravoverov Chao Wu Bryan C. Szeglin Charles-Etienne Gabriel Sauvé Ishwor Thapa Dhundy Bastola Xi Steven Chen J. Joshua Smith Amar B. Singh Punita Dhawan |
author_sort |
Saiprasad Gowrikumar |
title |
A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients |
title_short |
A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients |
title_full |
A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients |
title_fullStr |
A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients |
title_full_unstemmed |
A Claudin-Based Molecular Signature Identifies High-Risk, Chemoresistant Colorectal Cancer Patients |
title_sort |
claudin-based molecular signature identifies high-risk, chemoresistant colorectal cancer patients |
publisher |
MDPI AG |
series |
Cells |
issn |
2073-4409 |
publishDate |
2021-08-01 |
description |
Identifying molecular characteristics that are associated with aggressive cancer phenotypes through gene expression profiling can help predict treatment responses and clinical outcomes. Claudins are deregulated in colorectal cancer (CRC). In CRC, increased claudin-1 expression results in epithelial-to-mesenchymal transition and metastasis, while claudin-7 functions as a tumor suppressor. In this study, we have developed a molecular signature based on claudin-1 and claudin-7 associated with poor patient survival and chemoresistance. This signature was validated using an integrated approach including publicly available datasets and CRC samples from patients who either responded or did not respond to standard-of-care treatment, CRC cell lines, and patient-derived rectal and colon tumoroids. Transcriptomic analysis from a patient dataset initially yielded 23 genes that were differentially expressed along with higher claudin-1 and decreased claudin-7. From this analysis, we selected a claudins-associated molecular signature including PIK3CA, SLC6A6, TMEM43, and ASAP-1 based on their importance in CRC. The upregulation of these genes and their protein products was validated using multiple CRC patient datasets, in vitro chemoresistant cell lines, and patient-derived tumoroid models. Additionally, blocking these genes improved 5-FU sensitivity in chemoresistant CRC cells. Our findings propose a new claudin-based molecular signature that associates with poor prognosis as well as characteristics of treatment-resistant CRC including chemoresistance, metastasis, and relapse. |
topic |
claudin-1 claudin-7 CRC chemoresistance metastasis molecular signature |
url |
https://www.mdpi.com/2073-4409/10/9/2211 |
work_keys_str_mv |
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