Evidence map›Paper›PMID 34354864›Full record

ArticleAmerican journal of cancer research2021

Immune cytolytic activity is associated with reduced intra-tumoral genetic heterogeneity and with better clinical outcomes in triple negative breast cancer.

Masanori Oshi, Tsutomu Kawaguchi, Li Yan, Xuan Peng, Qianya Qi, Wanqing Tian, Amy Schulze, Kerry-Ann McDonald, Sumana Narayanan, Jessica Young and 8 more

Open access · greenAbstract read
In one paragraph

Article in American journal of cancer research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed
2.2field-weighted citation impact, top 9% 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

24 citing papers in PubMed, 29 citations in OpenAlex.

  1. Multi-omic Profiling of Recurrence Risk Across Breast Cancer Subtypes.medRxiv : the preprint server for health sciences · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Review
  8. Immune Cytolytic Activity and Strategies for Therapeutic Treatment.International journal of molecular sciences · 2024
    Review
  9. Article
  10. Article
  11. Cancers · 2023
    Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Integrating Genomic Information with Tumor-Immune Microenvironment in Triple-Negative Breast Cancer.International journal of environmental research and public health · 2022
    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

18 authors at 4 institutions in 2 countries.

Masanori OshiDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Tsutomu KawaguchiDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Li YanDepartment of Biostatistics & Bioinformatics, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Xuan PengDepartment of Biostatistics & Bioinformatics, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Qianya QiDepartment of Biostatistics & Bioinformatics, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Wanqing TianDepartment of Biostatistics & Bioinformatics, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Amy SchulzeDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Kerry-Ann McDonaldDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Sumana NarayananDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Jessica YoungDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Song LiuDepartment of Biostatistics & Bioinformatics, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Luc Gt MorrisImmunogenomics and Precision Oncology Platform, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.
Timothy A ChanImmunogenomics and Precision Oncology Platform, Memorial Sloan Kettering Cancer Center New York, NY 10065, USA.
Pawel KalinskiDepartment of Medicine and Center for Immunotherapy, Roswell Park Cancer Institute Buffalo, NY, USA.
Ryusei MatsuyamaDepartment of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine Yokohama, Kanagawa, 236-0004, Japan.
Eigo OtsujiDepartment of Surgery, Kyoto Prefectural University of Medicine Kyoto, Japan.
Itaru EndoDepartment of Gastroenterological Surgery, Yokohama City University Graduate School of Medicine Yokohama, Kanagawa, 236-0004, Japan.
Kazuaki TakabeDepartment of Surgical Oncology, Roswell Park Cancer Institute Buffalo, NY 14263, USA.
Roswell Park Comprehensive Cancer Center · USYokohama City University · JPKyoto Prefectural University of Medicine · JPMemorial Sloan Kettering Cancer Center · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Two-Spirit Films in Indigenous Cancer HealthP30CA016056 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI MARK G FRATTINI · 1985 to 2026
$116.6M
TOWARDS PRECISION IMMUNO-ONCOLOGY: UNRAVELING THE GENOMIC DETERMINANTS AND MECHANISMS UNDERLYING IMMUNOTHERAPY EFFICACY AND RESISTANCER35CA232097 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI CHAN, TIMOTHY AN-THY · 2018 to 2024
$7.0M
Impact of Circulating Myeloid Cell Clusters on Anti-Tumor ImmunityR01CA250412 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI ABRAMS, SCOTT I., EVANS, SHARON S · 2021 to 2025
$3.4M
Leveraging the GTP Biosynthetic Pathway for Anti-Tumor TherapiesR37CA248018 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI Anna Bianchi-Smiraglia · 2021 to 2026
$2.3M
Sphingosine-1 Phosphate in Breast Cancer Progression and LymphangiogenesisR01CA160688 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI TAKABE, KAZUAKI · 2012 to 2016
$1.5M
NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA016056NCI NIH HHS R01 CA160688NCI NIH HHS R01 CA250412NCI NIH HHS R35 CA232097NCI NIH HHS R37 CA248018
6 · The paper itself

Abstract

Evaluation of the functional aspects if the tumor immune microenvironment (TIME), such as the recently introduced cytolytic activity score (CYT) index have been under the spotlight in cancer research; however, clinical relevance of immune cell killing activity in breast cancer has never been analyzed in large patient cohorts. We hypothesized that CYT reflects the immune activity of TIME and can predict patient survival. A total of 7533 breast cancer patients were analyzed as both discovery and validation cohorts. We found that high CYT was associated with advanced histological grade and triple-negative breast cancer (TNBC). High CYT in tumors was significantly associated with better survival in TNBC, but unexpectedly, not in other breast cancer subtypes. High CYT TNBC included both favorable immune-related, as well as unfavorable (suppressive) inflammation-related gene sets, and characterized by high infiltration with T cells and B cells. High CYT TNBC was associated with high homologous recombination deficiency and low somatic copy number alteration score and less mutant allele tumor heterogeneity, but not with tumor mutation burden (TMB). Although CYT was not associated with pathological complete response after neoadjuvant chemotherapy, it was significantly associated with high expression of multiple immune checkpoint molecules. In conclusion, CYT of TNBC is associated with enhanced anti-cancer immunity, less intra-tumoral heterogeneity, and with better survival.

Indexed as

Breast cancerCYTcytolytic activityheterogeneityimmune cellsimmune checkpoint inhibitormutationTNBCtranscriptome

Identifiers

PMID34354864
PMCPMC8332854
OpenAlexW3188790184

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.