ArticleBMC cancer2021
A next-generation sequencing-based strategy combining microsatellite instability and tumor mutation burden for comprehensive molecular diagnosis of advanced colorectal cancer.
Article in BMC cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers.
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Who cites it
62 citing papers in PubMed, 79 citations in OpenAlex.
- The Genetic Landscape of Colorectal Cancer: From Molecular Alterations to Therapeutic Decision Pathways.Cancers · 2026Review
- Immunohistochemistry (IHC) Versus Genomic Profiling in Cancer: Roles in Precision Medicine.Cureus · 2026Review
- Molecular landscape and biomarker associations of functionalTranslational cancer research · 2026Article
- Metastatic Odyssey: Decoding the Genomic Journey from Primary Colorectal Cancer to Disseminated Disease.Cancers · 2026Review
- Recent advances and future prospects of immunotherapeutic approaches in prostate cancer.Journal of translational medicine · 2026Review
- Can TP53, TMB and TME Expand the Immunotherapy Benefit in Metastatic Colorectal Cancer?Cancers · 2025Review
- Deep learning-based fusion of nuclear segmentation features for microsatellite instability and tumor mutational burden prediction in digestive tract cancers: a multicenter validation study.Briefings in bioinformatics · 2025Article
- Clinical utility of comprehensive genomic profiling test for colorectal cancer: a single institution prospective observational study.Journal of cancer research and clinical oncology · 2025Observational
- Multidisciplinary collaborative enhanced recovery after surgery nursing in patients with colorectal cancer: A comparative study.World journal of gastrointestinal oncology · 2025Article
- Real-World Evaluation of Microsatellite Instability Detection via Targeted NGS Panels in Routine Molecular Diagnostics.International journal of molecular sciences · 2025Article
- SSB cooperates with METTL16-mediated mCell reports · 2025Article
- Elucidating the Role ofCancers · 2025Article
- Feasibility and impact of Lynch syndrome genetic testing in newly diagnosed colorectal cancer patients: a multicenter observational study in Greece.ESMO gastrointestinal oncology · 2025Article
- Homologous Recombination Deficiency Is Associated with Shorter Survival in Colorectal Cancer Patients.Journal of gastrointestinal cancer · 2025Article
- Article
- Comprehensive pan-cancer analysis indicates key gene of p53-independent apoptosis is a novel biomarker for clinical application and chemotherapy in colorectal cancer.Frontiers in immunology · 2025Article
- Lynch syndrome and colorectal cancer: A review of current perspectives in molecular genetics and clinical strategies.Oncology research · 2025Review
- Pembrolizumab versus bevacizumab plus modified FOLFOX6 in metastatic MSI-H/dMMR colorectal cancer: a multicenter retrospective study with CT evaluation.Frontiers in oncology · 2025Article
- A seven-LncRNA signature for prognosis prediction of patients with lung squamous cell carcinoma through tumor immune escape.Frontiers in oncology · 2025Article
- Continuous prediction for tumor mutation burden based on transcriptional data in gastrointestinal cancers.BMC medical informatics and decision making · 2024Article
2 more citing papers are in PubMed but not listed here.
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14 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundMismatch repair (MMR)/microsatellite instability (MSI) and tumor mutational burden (TMB) are independent biomarkers that complement each other for predicting immune checkpoint inhibitors (ICIs) efficacy. Here we aim to establish a strategy that integrates MSI and TMB determination for colorectal cancer (CRC) in one single assay.
methodsSurgical or biopsy specimens retrospectively collected from CRC patients were subjected to NGS analysis. Immunohistochemistry (IHC) and polymerase chain reaction (PCR) were also used to determine MMR/MSI for those having enough tissues. The NGS-MSI method was validated against IHC and PCR. The MSI-high (MSI-H) or microsatellite stable (MSS) groups were further stratified based on tumor mutational burden, followed by validation using the The Cancer Genome Atlas (TCGA) CRC dataset. Immune microenvironment was evaluated for each subgroup be profiling the expression of immune signatures.
resultsTissues from 430 CRC patients were analyzed using a 381-gene NGS panel. Alterations in KRAS, NRAS, BRAF, and HER2 occurred at a significantly higher incidence among MSI-H tumors than in MSS patients (83.6% vs. 58.4%, p = 0.0003). A subset comprising 98 tumors were tested for MSI/MMR using all three techniques, where NGS proved to be 99.0 and 93.9% concordant with PCR and IHC, respectively. Four of the 7 IHC-PCR discordant cases had low TMB (1.1-8.1 muts/Mb) and were confirmed to have been misdiagnosed by IHC. Intriguingly, 4 of the 66 MSS tumors (as determined by NGS) were defined as TMB-high (TMB-H) using a cut-off of 29 mut/Mb. Likewise, 15 of the 456 MSS tumors in the TCGA CRC cohort were also TMB-H with a cut-off of 9 muts/Mb. Expression of immune signatures across subgroups (MSS-TMB-H, MSI-H-TMB-H, and MSS-TMB-L) confirmed that the microenvironment of the MSS-TMB-H tumors was similar to that of the MSI-H-TMB-H tumors, but significantly more immune-responsive than that of the MSS-TMB-L tumors, indicating that MSI combined with TMB may be more precise than MSI alone for immune microenvironment prediction.
conclusionThis study demonstrated that NGS panel-based method is both robust and tissue-efficient for comprehensive molecular diagnosis of CRC. It also underscores the importance of combining MSI and TMB information for discerning patients with different microenvironment.
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