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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Main Authors: 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
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Cells
Subjects:
CRC
Online Access:https://www.mdpi.com/2073-4409/10/9/2211
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spelling 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
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