Evidence map›Paper›PMID 38951894›Full record

ArticleCancer cell international2024

Blood-based molecular and cellular biomarkers of early response to neoadjuvant PD-1 blockade in patients with non-small cell lung cancer.

Xi Zhang, Rui Chen, Zirong Huo, Wenqing Li, Mengju Jiang, Guodong Su, Yuru Liu, Yu Cai, Wuhao Huang, Yuyan Xiong and 1 more

Abstract read
In one paragraph

Article in Cancer cell international, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
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

6 citing papers in PubMed.

  1. Article
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  5. Interferon Epsilon Loss Is Elusive 9p21 Link to Immune-Cold Tumors, Resistant to Immune Checkpoint Therapy, and Endogenous CXCL9/10 Induction.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2025
    Review
  6. Article
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.

Xi ZhangSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China. xzhang19@nwu.edu.cn.
Rui ChenSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Zirong HuoSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Wenqing LiSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Mengju JiangSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Guodong SuSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Yuru LiuSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Yu CaiSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Wuhao HuangDepartment of Lung Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, 300060, China.
Yuyan XiongSchool of Life Science, Northwest University, Xi'an, Shaanxi, 710069, China.
Shengguang WangDepartment of Lung Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Tianjin's Clinical Research Center for Cancer, Tianjin Lung Cancer Center, Tianjin, 300060, China. wangshengguang@tjmuch.com.

Funding

National Natural Science Foundation of China,China 82071863
6 · The paper itself

Abstract

backgroundDespite the improved survival observed in PD-1/PD-L1 blockade therapy, a substantial proportion of cancer patients, including those with non-small cell lung cancer (NSCLC), still lack a response.

methodsTranscriptomic profiling was conducted on a discovery cohort comprising 100 whole blood samples, as collected multiple times from 48 healthy controls (including 43 published data) and 31 NSCLC patients that under treatment with a combination of anti-PD-1 Tislelizumab and chemotherapy. Differentially expressed genes (DEGs), simulated immune cell subsets, and germline DNA mutational markers were identified from patients achieved a pathological complete response during the early treatment cycles. The predictive values of mutational markers were further validated in an independent immunotherapy cohort of 1661 subjects, and then confirmed in genetically matched lung cancer cell lines by a co-culturing model.

resultsThe gene expression of hundreds of DEGs (FDR p < 0.05, fold change < -2 or > 2) distinguished responders from healthy controls, indicating the potential to stratify patients utilizing early on-treatment features from blood. PD-1-mediated cell abundance changes in memory CD4 + and regulatory T cell subset were more significant or exclusively observed in responders. A panel of top-ranked genetic alterations showed significant associations with improved survival (p < 0.05) and heightened responsiveness to anti-PD-1 treatment in patient cohort and co-cultured cell lines.

conclusionThis study discovered and validated peripheral blood-based biomarkers with evident predictive efficacy for early therapy response and patient stratification before treatment for neoadjuvant PD-1 blockade in NSCLC patients.

Indexed as

Anti-PD-1 blockadeEarly therapy responseGermline mutationsImmune cell subsetsNon-small cell lung cancerPredictive biomarker

Identifiers

PMID38951894
PMCPMC11218110

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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.