Evidence map›Paper›PMID 38563834›Full record

ArticleJAMA2024

Tumor-Infiltrating Lymphocytes in Triple-Negative Breast Cancer.

Roberto A Leon-Ferre, Sarah Flora Jonas, Roberto Salgado, Sherene Loi, Vincent de Jong, Jodi M Carter, Torsten O Nielsen, Samuel Leung, Nazia Riaz, Stephen Chia and 24 more

Open access · greenAbstract read
In one paragraph

Article in JAMA, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 152 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
152citing papers in PubMed, 1 pooled it
46.9field-weighted citation impact, top 1% 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

152 citing papers in PubMed, 1 synthesis or guideline pooled it, 166 citations in OpenAlex.

  1. Pooled it
  2. Tumor-Infiltrating Lymphocytes as a Predictor of Adjuvant Avelumab Efficacy in Patients with High-risk Triple-Negative Breast Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
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  9. Review
  10. Article
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  13. Bridging the gap: integrating hereditary cancer into precision oncology.European journal of human genetics : EJHG · 2026
    Review
  14. Article
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  17. Overcoming Drug Resistance by Paclitaxel Resistance in Triple-Negative Breast Cancer.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  18. Article
  19. Article
  20. Review

92 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

34 authors at 20 institutions in 10 countries.

Roberto A Leon-FerreDepartment of Oncology, Mayo Clinic, Rochester, Minnesota.
Sarah Flora JonasOffice of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France.
Roberto SalgadoGZA-ZNA-Hospitals, Antwerp, Belgium.
Sherene LoiPeter Mac Callum Cancer Centre, Melbourne, Victoria, Australia.
Vincent de JongDepartment of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands.
Jodi M CarterDepartment of Laboratory Medicine and Pathology, University of Alberta, Edmonton, Alberta, Canada.
Torsten O NielsenUniversity of British Columbia, Vancouver, British Columbia, Canada.
Samuel LeungUniversity of British Columbia, Vancouver, British Columbia, Canada.
Nazia RiazUniversity of British Columbia, Vancouver, British Columbia, Canada.
Stephen ChiaUniversity of British Columbia, Vancouver, British Columbia, Canada.
Gérôme Jules-ClémentBioinformatics Core Facility, Gustave Roussy, Université Paris-Saclay, Inserm US23, CNRS UMS 3655, Villejuif, France.
Giuseppe CuriglianoDivision of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Carmen CriscitielloDivision of Early Drug Development for Innovative Therapy, IEO, European Institute of Oncology, IRCCS, Milan, Italy.
Vincent CockenpotLéon Bérard Cancer Center, Lyon, France.
Matteo LambertiniDepartment of Medical Oncology, U.O. Clinica di Oncologia Medica, IRCCS Ospedale Policlinico San Martino, Genova, Italy.
Vera J SumanDepartment of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota.
Barbro LinderholmSahlgrenska University Hospital, and Sahlgrenska Academy at Gothenburg University, Gothenburg, Sweden.
John W M MartensErasmus MC Cancer Institute, Rotterdam, the Netherlands.
Carolien H M van DeurzenErasmus MC Cancer Institute, Rotterdam, the Netherlands.
A Mieke TimmermansErasmus MC Cancer Institute, Rotterdam, the Netherlands.
Tatsunori ShimoiNational Cancer Center Hospital, Tokyo, Japan.
Shu YazakiNational Cancer Center Hospital, Tokyo, Japan.
Masayuki YoshidaNational Cancer Center Hospital, Tokyo, Japan.
Sung-Bae KimAsan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Hee Jin LeeAsan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Maria Vittoria DieciDepartment of Surgery, Oncology, and Gastroenterology, University of Padova, Padova, Italy.
Guillaume BataillonInstitut Curie, Paris, France.
Anne Vincent-SalomonInstitut Curie, Paris, France.
Fabrice AndréOffice of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France.
Marleen KokDepartment of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands.
Sabine C LinnDepartment of Medical Oncology, the Netherlands Cancer Institute, Amsterdam, the Netherlands.
Matthew P GoetzDepartment of Oncology, Mayo Clinic, Rochester, Minnesota.
Stefan MichielsOffice of Biostatistics and Epidemiology, Gustave Roussy, Oncostat U1018, Inserm, University Paris-Saclay, labeled Ligue Contre le Cancer, Villejuif, France.
International Immuno-Oncology Biomarker Working Group
University of British Columbia · CAErasmus MC Cancer Institute · NLTokyo National Hospital · JPEuropean Institute of Oncology · ITInstitut Curie · FRInstitut Gustave Roussy · FRMayo Clinic · USPeter MacCallum Cancer Centre · AUThe Netherlands Cancer Institute · NLAsan Medical Center · KRCentre de Recherche en Cancérologie de Lyon · FRInserm · FRMayo Clinic in Florida · USSahlgrenska University Hospital · SEUniversité Paris-Saclay · FRUniversity Medical Center Utrecht · NLUniversity of Alberta · CAUniversity of Genoa · ITUniversity of Padua · ITUniversity of Ulsan · KR

Funding

The Role of CHFR in Tumorigenesis and Paclitaxel-Sensitivity in Breast CancerP50CA116201 · NCI · MAYO CLINIC ROCHESTER · PI PETER C LUCAS · 2005 to 2026
$49.9M
Institutional Career Development CoreKL2TR002379 · NCATS · MAYO CLINIC ROCHESTER · PI NILUFER ERTEKIN-TANER · 2017 to 2026
$14.9M
NCATS NIH HHS KL2 TR002379NCI NIH HHS P50 CA116201
6 · The paper itself

Abstract

Importance: The association of tumor-infiltrating lymphocyte (TIL) abundance in breast cancer tissue with cancer recurrence and death in patients with early-stage triple-negative breast cancer (TNBC) who are not treated with adjuvant or neoadjuvant chemotherapy is unclear. Objective: To study the association of TIL abundance in breast cancer tissue with survival among patients with early-stage TNBC who were treated with locoregional therapy but no chemotherapy. Design, Setting, and Participants: Retrospective pooled analysis of individual patient-level data from 13 participating centers in North America (Rochester, Minnesota; Vancouver, British Columbia, Canada), Europe (Paris, Lyon, and Villejuif, France; Amsterdam and Rotterdam, the Netherlands; Milan, Padova, and Genova, Italy; Gothenburg, Sweden), and Asia (Tokyo, Japan; Seoul, Korea), including 1966 participants diagnosed with TNBC between 1979 and 2017 (with follow-up until September 27, 2021) who received treatment with surgery with or without radiotherapy but no adjuvant or neoadjuvant chemotherapy. Exposure: TIL abundance in breast tissue from resected primary tumors. Main Outcomes and Measures: The primary outcome was invasive disease-free survival [iDFS]. Secondary outcomes were recurrence-free survival [RFS], survival free of distant recurrence [distant RFS, DRFS], and overall survival. Associations were assessed using a multivariable Cox model stratified by participating center. Results: This study included 1966 patients with TNBC (median age, 56 years [IQR, 39-71]; 55% had stage I TNBC). The median TIL level was 15% (IQR, 5%-40%). Four-hundred seventeen (21%) had a TIL level of 50% or more (median age, 41 years [IQR, 36-63]), and 1300 (66%) had a TIL level of less than 30% (median age, 59 years [IQR, 41-72]). Five-year DRFS for stage I TNBC was 94% (95% CI, 91%-96%) for patients with a TIL level of 50% or more, compared with 78% (95% CI, 75%-80%) for those with a TIL level of less than 30%; 5-year overall survival was 95% (95% CI, 92%-97%) for patients with a TIL level of 50% or more, compared with 82% (95% CI, 79%-84%) for those with a TIL level of less than 30%. At a median follow-up of 18 years, and after adjusting for age, tumor size, nodal status, histological grade, and receipt of radiotherapy, each 10% higher TIL increment was associated independently with improved iDFS (hazard ratio [HR], 0.92 [0.89-0.94]), RFS (HR, 0.90 [0.87-0.92]), DRFS (HR, 0.87 [0.84-0.90]), and overall survival (0.88 [0.85-0.91]) (likelihood ratio test, P < 10e-6). Conclusions and Relevance: In patients with early-stage TNBC who did not undergo adjuvant or neoadjuvant chemotherapy, breast cancer tissue with a higher abundance of TIL levels was associated with significantly better survival. These results suggest that breast tissue TIL abundance is a prognostic factor for patients with early-stage TNBC.

Indexed as

Lymphocytes, Tumor-InfiltratingTriple Negative Breast NeoplasmsAdjuvants, ImmunologicAdultBritish ColumbiaHumansMiddle AgedNeoplasm Recurrence, LocalRetrospective StudiesAdjuvants, Immunologic

Identifiers

PMID38563834
PMCPMC10988354
OpenAlexW4393410416

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Registered trials

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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.