Evidence map›Paper›PMID 41075163›Full record

Trial reportJournal of the National Cancer Institute2026

Prognostic value of visually and computationally assessed tumor-infiltrating lymphocytes in early-stage triple-negative breast cancer (TBCRC-030).

Guilherme Nader-Marta, Xiangying Chu, Satabhisa Mukhopadhyay, Vandana G Abramson, Adam Brufsky, Erica Michelle Stringer-Reasor, Susan Faye Dent, Tiffany A Traina, Lisa A Carey, Mothaffar F Rimawi and 11 more

Registry-linked trialAbstract readRandomized Controlled TrialClinical Trial, Phase II
In one paragraph

Trial report in Journal of the National Cancer Institute, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT01982448 (A Randomized Phase II Study of Preoperative Cisplatin Versus Paclitaxel in Patients With Triple Negative Breast Cancer), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT01982448 phase2completednot on this map

A Randomized Phase II Study of Preoperative Cisplatin Versus Paclitaxel in Patients With Triple Negative Breast Cancer: Evaluating the Homologous Recombination Deficiency (HRD) Biomarker

TypeinterventionalSponsorDana-Farber Cancer InstituteRan2014 to 2020Enrolled147ConditionsTriple Negative Breast CancerArmsCisplatin, Paclitaxel
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

21 authors.

Guilherme Nader-MartaBreast Oncology Program, Dana-Farber Cancer Institute, Boston, MA, United States.ORCID 0000-0001-7864-3637
Xiangying ChuData Science, Dana-Farber Cancer Institute, Boston, MA, United States.ORCID 0009-0000-3474-3804
Satabhisa Mukhopadhyay4D Path Inc, Newton, MA, United States.
Vandana G AbramsonVanderbilt University Medical Center, Nashville, TN, United States.ORCID 0000-0002-6855-1322
Adam BrufskyUniversity of Pittsburgh, Pittsburgh, PA, United States.ORCID 0000-0001-8080-7960
Erica Michelle Stringer-ReasorO'Neal Comprehensive Cancer Center at the University of Alabama at Birmingham, Birmingham, AL, United States.ORCID 0000-0002-1862-3367
Susan Faye DentDuke Cancer Institute, Durham, NC, United States.ORCID 0000-0002-9183-9340
Tiffany A TrainaMemorial Sloan Kettering Cancer Center, New York, NY, United States.
Lisa A CareyLineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.ORCID 0000-0003-2388-4649
Mothaffar F RimawiBaylor College of Medicine, Houston, TX, United States.ORCID 0000-0002-4284-5656
Jennifer M SpechtUniversity of Washington, Seattle, WA, United States.ORCID 0000-0003-1484-2113
Kathy D MillerIndiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, IN, United States.ORCID 0000-0002-7125-883X
Cesar Augusto Santa-MariaSidney Kimmel Comprehensive Cancer Center at Johns Hopkins Medicine, Baltimore, MD, United States.ORCID 0000-0003-0979-8787
Tathagata Dasgupta4D Path Inc, Newton, MA, United States.
Busem Binboğa KurtBreast Oncology Program, Dana-Farber Cancer Institute, Boston, MA, United States.
Michelle DeMeoBreast Oncology Program, Dana-Farber Cancer Institute, Boston, MA, United States.ORCID 0009-0002-0202-9598
Ian E KropYale Cancer Center, New Haven, CT, United States.ORCID 0000-0002-6380-5944
Nadine M TungBeth Israel Deaconess Medical Center, Boston, MA, United States.ORCID 0000-0003-1422-3734
Stuart J SchnittBrigham and Women's Hospital, Boston, MA, United States.
Nabihah TayobHarvard Medical School, Boston, MA, United States.ORCID 0000-0001-6088-167X
Erica L MayerBreast Oncology Program, Dana-Farber Cancer Institute, Boston, MA, United States.ORCID 0000-0001-5430-8957

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Nicholas D Socci · 1985 to 2026
$347.4M
Breast Cancer Research FoundationNCI NIH HHS P30 CA008748TBCRC
6 · The paper itself

Abstract

backgroundTumor-infiltrating lymphocytes (TILs), assessed by visual examination, are prognostic and predictive in early-stage triple-negative breast cancer. Computational assessment may provide a complementary approach. We evaluated the prognostic value of TILs by visual examination and computational assessment.

methodsCisplatin vs Paclitaxel for Triple Negative Breast Cancer (TBCRC030; ClinicalTrials.gov identifier NCT01982448) was a randomized phase 2 trial enrolling patients with BRCA1/2-proficient stage I to III triple-negative breast cancer to receive preoperative cisplatin or paclitaxel. The primary endpoint was pathological response at surgery. The TILs were visually scored on digitized pretreatment biopsies per International TILS Working Group recommendations. Computational assessment used the 4D Path QPOR platform to generate TILs, an immune heterogeneity index, and a combined immune/cell cycle biomarker (CmbI). Predictive performance for residual cancer burden 0/1 was assessed using receiver operating characteristic curves and odds ratios (ORs) with 95% CIs; all statistical tests were 2-sided.

resultsOf 139 response-evaluable patients, 121 had matched visual examination and computational assessment data (59 on cisplatin, 62 on paclitaxel). Median visual examination TILs were higher in responders (40.0% vs. 10.0%; P = .002) and predicted response (OR = 1.86, 95% CI = 1.24 to 2.87; area under the curve = 0.69, 95% CI = 0.57 to 0.80). Computational assessment CmbI differed by response group and predicted residual cancer burden 0/1 (OR = 3.20, 95% CI = 1.05 to 11.07; area under the curve = 0.62, 95% CI = 0.51 to 0.73). Computational assessment TILs and immune heterogeneity index were not predictive. Visual examination TILs and computational assessment CmbI predicted response to paclitaxel (OR = 2.91, 95% CI = 1.56 to 6.14; OR = 9.17, 95% CI = 2.01 to 66.39, respectively) but not to cisplatin.

conclusionVisual examination TILs and computational assessment CmbI were each associated with response to neoadjuvant chemotherapy in triple-negative breast cancer in the overall cohort and the paclitaxel arm. Computational assessment CmbI did not outperform visual assessment. Further validation is needed before clinical implementation of computational approaches.

Indexed as

Lymphocytes, Tumor-InfiltratingTriple Negative Breast NeoplasmsAdultAgedAntineoplastic Combined Chemotherapy ProtocolsBiomarkers, TumorCisplatinFemaleHumansMiddle AgedNeoadjuvant TherapyNeoplasm StagingPaclitaxelPrognosisROC CurveBiomarkers, TumorCisplatinPaclitaxel

Identifiers

PMID41075163
PMCPMC12794218

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.