Evidence map›Paper›PMID 33726687›Full record

ArticleBMC cancer2021

A next-generation sequencing-based strategy combining microsatellite instability and tumor mutation burden for comprehensive molecular diagnosis of advanced colorectal cancer.

Jian Xiao, Wenyun Li, Yan Huang, Mengli Huang, Shanshan Li, Xiaohui Zhai, Jing Zhao, Chan Gao, Wenzhuan Xie, Hao Qin and 4 more

Open access · goldAbstract readEvaluation Study
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
62citing papers in PubMed
9.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

62 citing papers in PubMed, 79 citations in OpenAlex.

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2 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors at 2 institutions in 1 country.

Jian Xiao *Department of Medical Oncology, The Sixth Affiliated hospital of Sun Yat-sen University, Guangzhou, China.
Wenyun Li *Department of Public Health and Preventive Medicine, School of Medicine, Jinan University, Guangzhou, China.
Yan Huang *Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.
Mengli HuangThe Medical Department, 3D Medicines Inc., Shanghai, China.
Shanshan LiDepartment of Medical Oncology, The Sixth Affiliated hospital of Sun Yat-sen University, Guangzhou, China.
Xiaohui ZhaiDepartment of Medical Oncology, The Sixth Affiliated hospital of Sun Yat-sen University, Guangzhou, China.
Jing ZhaoThe Medical Department, 3D Medicines Inc., Shanghai, China.
Chan GaoThe Medical Department, 3D Medicines Inc., Shanghai, China.
Wenzhuan XieThe Medical Department, 3D Medicines Inc., Shanghai, China.
Hao QinResearch and Development Institute of Precision Medicine, 3D Medicines Inc., Shanghai, China.
Shangli CaiThe Medical Department, 3D Medicines Inc., Shanghai, China.
Yuezong BaiThe Medical Department, 3D Medicines Inc., Shanghai, China.
Ping LanDepartment of Colorectal Surgery, The Sixth Affiliated hospital of Sun Yat-sen University, 26 Yuancun Er Heng Road, Guangzhou, 510655, Guangdong, China. lanping@mail.sysu.edu.cn.
Yifeng ZouDepartment of Colorectal Surgery, The Sixth Affiliated hospital of Sun Yat-sen University, 26 Yuancun Er Heng Road, Guangzhou, 510655, Guangdong, China. zouyif@mail.sysu.edu.cn.ORCID http://orcid.org/0000-0002-0226-6924
Sun Yat-sen University · CNJinan University · CN

Funding

Natural Science Foundation of Guangdong Province 2016A030310187Sun Yat-sen University 5010 Project N0.2010012
6 · The paper itself

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.

Indexed as

Microsatellite InstabilityAdolescentAdultAgedAged, 80 and overBiomarkers, TumorBiopsyColonColorectal NeoplasmsDNA Mutational AnalysisFemaleHigh-Throughput Nucleotide SequencingHumansMaleMiddle AgedMutationBiomarkers, TumorColorectal cancerImmune checkpoint inhibitorMicrosatellite instabilityNext generation sequencingTumor mutation burden

Identifiers

PMID33726687
PMCPMC7962287
OpenAlexW3137841185

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.