Evidence map›Paper›PMID 34252262›Full record

ArticleCancer science2021

Novel immune-related signature for risk stratification and prognosis in prostatic adenocarcinoma.

Hai-Bo Zhao, Yan-Ru Zeng, Zhao-Dong Han, Yang-Jia Zhuo, Ying-Ke Liang, Chi Tin Hon, Song Wan, Shulin Wu, Douglas Dahl, Wei-De Zhong and 1 more

Open access · goldAbstract read
In one paragraph

Article in Cancer science, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
5.7field-weighted citation impact, top 3% 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

13 citing papers in PubMed, 39 citations in OpenAlex.

  1. A five-gene mitochondria-associated prognostic signature for bladder cancer.International journal of clinical and experimental pathology · 2026
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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

11 authors at 4 institutions in 3 countries.

Hai-Bo ZhaoGuangdong Provincial Institute of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0001-5168-5757
Yan-Ru ZengDepartment of Anesthesiology, Guangzhou First People's Hospital, South China University of Technology, Guangzhou, China.
Zhao-Dong HanDepartment of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People's Hospital, South China University of Technology, Guangzhou, China.
Yang-Jia ZhuoDepartment of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People's Hospital, South China University of Technology, Guangzhou, China.
Ying-Ke LiangDepartment of Urology, Guangdong Key Laboratory of Clinical Molecular Medicine and Diagnostics, Guangzhou First People's Hospital, South China University of Technology, Guangzhou, China.
Chi Tin HonMacau Institute of Systems Engineering, Macau University of Science and Technology, Macau, China.
Song WanDepartment of Urology, Huadu District People's Hospital, Southern Medical University, Guangzhou, China.
Shulin WuDepartment of Urology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Douglas DahlDepartment of Urology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Wei-De ZhongGuangdong Provincial Institute of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China.ORCID https://orcid.org/0000-0002-0430-2845
Chin-Lee WuDepartment of Urology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Guangzhou First People's Hospital · CNHarvard University · USMacau University of Science and Technology · MOSouthern Medical University · CN

Funding

Guangzhou Municipal Science and Technology Project 201803040001National Natural Science Foundation of China 81874099National Natural Science Foundation of China 82072813Natural Science Foundation of Guangdong Province 2020A1515010473Science and Technology Project of Bureau of Health in Guangzhou Municipality 20171A011239The Science Foundation of Guangzhou First People's Hospital Q2019007The Science Foundation of Guangzhou First People's Hospital Q2019020
6 · The paper itself

Abstract

A substantial proportion of prostatic adenocarcinoma (PRAD) patients experience biochemical failure (BCF) after radical prostatectomy (RP). The immune microenvironment plays a vital role in carcinogenesis and the development of PRAD. This study aimed to identify a novel immune-related gene (IRG)-based signature for risk stratification and prognosis of BCF in PRAD. Weighted gene coexpression network analysis was carried out to identify a BCF-related module in a discovery cohort of patients who underwent RP at the Massachusetts General Hospital. The median follow-up time was 70.32 months. Random forest and multivariate stepwise Cox regression analyses were used to identify an IRG-based signature from the specific module. Risk plot analyses, Kaplan-Meier curves, receiver operating characteristic curves, univariate and multivariate Cox regression analyses, stratified analysis, and Harrell's concordance index were used to assess the prognostic value and predictive accuracy of the IRG-based signature in the internal discovery cohort; The Cancer Genome Atlas database was used as a validation cohort. Tumor immune estimation resource database analysis and CIBERSORT algorithm were used to assess the immunophenotype of PRAD. A novel IRG-based signature was identified from the specific module. Five IRGs (BUB1B, NDN, NID1, COL4A6, and FLRT2) were verified as components of the risk signature. The IRG-based signature showed good prognostic value and predictive accuracy in both the discovery and validation cohorts. Infiltrations of various immune cells were significantly different between low-risk and high-risk groups in PRAD. We identified a novel IRG-based signature that could function as an index for assessing tumor immune status and risk stratification in PRAD.

Indexed as

Gene Regulatory NetworksAdenocarcinomaCell Cycle ProteinsCohort StudiesCollagen Type IVFollow-Up StudiesGene Expression ProfilingGenetic MarkersHLA AntigensHumansImmunity, CellularImmunophenotypingKaplan-Meier EstimateMaleMembrane GlycoproteinsMiddle AgedBUB1B protein, humanCell Cycle ProteinsCOL4A6 protein, humanCollagen Type IVFLRT2 protein, humanGenetic MarkersHLA AntigensMembrane GlycoproteinsNDN protein, humannidogenProstate-Specific AntigenProtein Serine-Threonine KinasesTumor Suppressor Proteinsbiochemical failureimmune-related risk signatureimmunophenotypeprostatic adenocarcinomarisk stratification

Identifiers

PMID34252262
PMCPMC8486177
OpenAlexW3181705593

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.