Evidence map›Paper›PMID 34140315›Full record

ArticleJournal for immunotherapy of cancer2021

Massive PD-L1 and CD8 double positive TILs characterize an immunosuppressive microenvironment with high mutational burden in lung cancer.

Libin Zhang, Yanhui Chen, Han Wang, Zheyuan Xu, Yang Wang, Sixing Li, Jun Liu, Yun Chen, Hongli Luo, Lijia Wu and 3 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07216209 (Exercise and the Lung Cancer Tumor Microenvironment), which is not on this map. Cited by 47 papers.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed
5.0field-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.

NCT07216209 narecruitingnot on this mapstarted 2026, after this paper: background citation

Exercise and the Lung Cancer Tumor Microenvironment

TypeinterventionalSponsorUniversity of ArizonaRan2026 to 2030Enrolled48ConditionsLung Cancer - Non Small CellArmsEXERCISE TRAINING WITH OR WITHOUT MEDICATION
3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 71 citations in OpenAlex.

  1. Article
  2. CD4Translational lung cancer research · 2026
    Article
  3. Survival benefit and dynamics of CD8Frontiers in immunology · 2026
    Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Review
  9. Article
  10. Review
  11. Topological importance of CD8Annals of hematology · 2025
    Article
  12. Article
  13. Review
  14. Review
  15. PD-L1International journal of molecular sciences · 2024
    Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

13 authors at 3 institutions in 1 country.

Libin Zhang *Department of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Yanhui Chen *Department of Medicine, Genecast Biotechnology Co., Ltd, Wuxi, Jiangsu, China.
Han WangDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Zheyuan XuDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Yang WangDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Sixing LiDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Jun LiuDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Yun ChenDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China.
Hongli LuoDepartment of Medicine, Genecast Biotechnology Co., Ltd, Wuxi, Jiangsu, China.
Lijia WuDepartment of Bioinformatics, Genecast Biotechnology Co., Ltd, Wuxi, Jiangsu, China.
Ying YangDepartment of Bioinformatics, Genecast Biotechnology Co., Ltd, Wuxi, Jiangsu, China.
Henghui ZhangBiomedical Inovation Center, Beijing Shijitan Hospital, Capital Medical University; School of Oncology, Capital Medical University, Beijing, China.
Hao PengDepartment of Thoracic Surgery, The First People's Hospital of Yunnan Province, Kunming, Yunnan, China phao9375@163.com.ORCID 0000-0001-6481-6998
First People's Hospital of Yunnan Province · CNGenecast (China) · CNCapital Medical University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundProgrammed cell death ligand 1 (PD-L1) expressed on tumor and immune cells are both associated with the response to programmed cell death 1 (PD-1) pathway blockade therapy. Here, we examine the role of CD8+PD-L1+ tumor-infiltrating lymphocyte (Tils) in the tumor microenvironment of non-small cell lung cancer (NSCLC).

methodsTumor tissue samples of a total of 378 patients from two NSCLC cohorts were collected retrospectively. Tumor genetic variations were measured by targeted next-generation sequencing of 543 oncogenes. Tils were assessed by multiplex immunohistochemistry assay. Correlations among Tils, tumor genetic variations, and clinicopathological characteristics were analyzed.

resultsThe levels of CD8+PD-L1+ Tils varied in NSCLC tumor tissues. Tumor samples with high CD8+PD-L1+ Tils had higher levels of CD8+ Tils, CD68+ macrophages, PD-L1+ tumor cells, PD-1+ Tils, and CD163+ M2-type macrophages, and also had a higher tumor mutation burden, all of which collectively constituted a typically hot but immunosuppressive tumor microenvironment. Therefore, in a non-immunotherapy cohort, we observed that the higher the CD8+PD-L1+ Tils level in the tumor tissue, the worse the prognosis (progression-free survival; cohort A, stage I-II tumor; p=0.005). Contrarily, in an immunotherapy cohort, where the immune suppression was blocked by anti-PD-1 treatment, the higher the CD8+PD-L1+ Tils level, the better the response to the anti-PD-1 treatment (complete response/partial response vs stable disease/progressive disease; cohort B; p=0.0337).

conclusionsCD8+PD-L1+ Tils may be an indicator of the hot but immunosuppressive tumor microenvironment which is related to a high tumor mutation burden. PD-1 pathway blockade therapy can help to mitigate this immunosuppression and obtain better curative effects.

Indexed as

CD8-Positive T-LymphocytesHumansImmunotherapyLung NeoplasmsLymphocytes, Tumor-InfiltratingMutationPrognosisProgrammed Cell Death 1 ReceptorTumor BurdenTumor MicroenvironmentProgrammed Cell Death 1 Receptorlung neoplasmslymphocytestumor-infiltratingtumor microenvironment

Identifiers

PMID34140315
PMCPMC8212410
OpenAlexW3169026671

What OpenQuestion holds

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LicenceCC BY-NC
Read underepoch 390

Registered trials

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.