Evidence map›Paper›PMID 33624146›Full record

ArticleCancer immunology, immunotherapy : CII2021

Identification of immune checkpoint and cytokine signatures associated with the response to immune checkpoint blockade in gastrointestinal cancers.

Chuanhua Zhao, Lihong Wu, Dandan Liang, Huan Chen, Shoujian Ji, Guanxiong Zhang, Keyan Yang, Ying Hu, Beibei Mao, Tianshu Liu and 3 more

Open access · greenAbstract read
In one paragraph

Article in Cancer immunology, immunotherapy : CII, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.7field-weighted citation impact, top 28% 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

7 citing papers in PubMed, 9 citations in OpenAlex.

  1. Article
  2. Harnessing biomarkers to guide immunotherapy in esophageal cancer: toward precision oncology.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 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

13 authors at 6 institutions in 1 country.

Chuanhua Zhao *Academy of Military Medical Sciences, Academy of Military Sciences, Beijing, China.
Lihong Wu *Genecast Biotechnology Co., Ltd, 88 Danshan Road, Xidong Chuangrong Building, Suite C 1310-1318, Xishan District, Wuxi, China.
Dandan Liang *Genecast Biotechnology Co., Ltd, 88 Danshan Road, Xidong Chuangrong Building, Suite C 1310-1318, Xishan District, Wuxi, China.
Huan ChenGenecast Biotechnology Co., Ltd, 88 Danshan Road, Xidong Chuangrong Building, Suite C 1310-1318, Xishan District, Wuxi, China.
Shoujian JiDepartment of Gastrointestinal Oncology, The Fifth Medical Center, Chinese PLA General Hospital, No. 8 East Street, Fengtai District, Beijing, 100071, China.
Guanxiong ZhangGenecast Biotechnology Co., Ltd, 88 Danshan Road, Xidong Chuangrong Building, Suite C 1310-1318, Xishan District, Wuxi, China.
Keyan YangGenecast Biotechnology Co., Ltd, 88 Danshan Road, Xidong Chuangrong Building, Suite C 1310-1318, Xishan District, Wuxi, China.
Ying HuCenter of Integrative Medicine, Capital Medical University Affiliated Beijing Ditan Hospital, Beijing, China.
Beibei MaoGenecast Biotechnology Co., Ltd, 88 Danshan Road, Xidong Chuangrong Building, Suite C 1310-1318, Xishan District, Wuxi, China.
Tianshu LiuDepartment of Medical Oncology, Zhongshan Hospital Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China.
Yiyi YuDepartment of Medical Oncology, Zhongshan Hospital Fudan University, No. 180 Fenglin Road, Xuhui District, Shanghai, 200032, China. flame520@hotmail.com.
Henghui ZhangInstitute of Infectious Diseases, Capital Medical University Affiliated Beijing Ditan Hospital, Jingshundongjie 8, Beijing, 100015, China. zhhbao@ccmu.edu.cn.ORCID http://orcid.org/0000-0002-2820-7447
Jianming XuDepartment of Gastrointestinal Oncology, The Fifth Medical Center, Chinese PLA General Hospital, No. 8 East Street, Fengtai District, Beijing, 100071, China. jmxu2003@yahoo.com.
Genecast (China) · CNCapital Medical University · CNChinese PLA General Hospital · CNAcademy of Military Medical Sciences · CNFudan University · CNShanghai Medical College of Fudan University · CN

Funding

the National Key Sci-Tech Special Project of China 2018ZX10302207
6 · The paper itself

Abstract

Immune checkpoint blockade (ICB) of the programmed cell death 1/programmed cell death ligand 1 (PD-1/PD-L1) immune checkpoint pathway has led to unprecedented advances in cancer therapy. However, the overall response rate of anti-PD-1/PD-L1 monotherapy is still unpromising, underscoring the need for predictive biomarkers. In this retrospective study, we collected pretreatment plasma samples from two independent cohorts of patients receiving ICB. To determine whether a signature of plasma cytokines could be associated with therapeutic efficacy, we systemically profiled cytokine clusters and functional groups in the discovery and validation datasets by using 59 multiplexed bead immunoassays and bioinformatics analysis. We first attempted to functionally classify the 59 immunological factors according to their biological classification or functional roles in the cancer-immunity cycle. Surprisingly, we observed that two signatures, the "checkpoint signature" and "trafficking of T-cell signature", were higher in the response subgroup than in the nonresponse subgroup in both the discovery and validation cohorts. Moreover, enrichment of the "checkpoint signature" was correlated with improved overall survival and progression-free survival in both datasets. In addition, we demonstrated that increased baseline levels of three checkpoint molecules (PD-L1, T-cell immunoglobulin mucin receptor 3 and T-cell-specific surface glycoprotein CD28) were common peripheral responsive correlates in both cohorts, thus rendering this "refined checkpoint signature" an ideal candidate for future verification. In the peripheral blood system, the "refined checkpoint signature" may function as a potential biomarker for anti-PD-1/PD-L1 monotherapy in gastrointestinal (GI) cancers.

Indexed as

Biomarkers, TumorComputational BiologyCytokinesGastrointestinal NeoplasmsGene Expression ProfilingHumansImmune Checkpoint InhibitorsImmune Checkpoint ProteinsImmunohistochemistryKaplan-Meier EstimateMalePrognosisReproducibility of ResultsTreatment OutcomeBiomarkers, TumorCytokinesImmune Checkpoint InhibitorsImmune Checkpoint ProteinsBiomarkerCytokineImmune checkpoint blockadePredictive biomarkerProgrammed cell death ligand 1

Identifiers

PMID33624146
PMCPMC10992426
OpenAlexW3131236258

What OpenQuestion holds

Textmetadata
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.