Evidence map›Paper›PMID 37378695›Full record

ArticleBreast cancer research and treatment2023

Intratumor spatial heterogeneity in programmed death-ligand 1 (PD-L1) protein expression in early-stage breast cancer.

Adriana Matutino Kahn, Reza Golestani, Malini Harigopal, Lajos Pusztai

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In one paragraph

Article in Breast cancer research and treatment, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
2.1field-weighted citation impact, top 12% 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

5 citing papers in PubMed, 9 citations in OpenAlex.

  1. Trial
  2. Article
  3. Review
  4. Peripheral TNF-α and CD8Breast cancer (Dove Medical Press) · 2025
    Article
  5. 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

4 authors at 2 institutions in 1 country.

Adriana Matutino KahnSection of Medical Oncology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
Reza GolestaniDepartment of Pathology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
Malini HarigopalDepartment of Pathology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA.
Lajos PusztaiSection of Medical Oncology, Yale School of Medicine, 333 Cedar Street, New Haven, CT, 06510, USA. lajos.pusztai@yale.edu.ORCID http://orcid.org/0000-0001-9632-6686
Yale University · USYale Cancer Center · US

Funding

Susan G. Komen SAC160076
6 · The paper itself

Abstract

purposeProgrammed death-ligand 1 (PD-L1) expression is required for benefit from immune checkpoint inhibitors in metastatic triple negative breast cancer (TNBC). In contrast, in the neoadjuvant setting patients benefited regardless of PD-L1 expression. We hypothesized that, in stages II-III breast cancers, low levels of PD-L1 expression may be sufficient to confer sensitivity to therapy and focal expression could be missed by a biopsy.

methodsIn this study, we examined intratumor spatial heterogeneity of PD-L1 protein expression in multiple biopsies from different regions of breast cancers in 57 primary breast tumors (n = 33 TNBC, n = 19 estrogen receptor-positive [ER-positive], n = 5 human epidermal receptor 2-positive [HER2 +]). E1L3N antibody was used to assess PD-L1 status and staining was scored using the combined positivity score (CPS) with PD-L1 positive defined as CPS ≥ 10.

resultsOverall, 19% (11/57) of tumors were PD-L1 positive based on positivity in at least 1 biopsy. Among TNBC, PD-L1 positivity was 27% (9/33). The discordance rate, defined as the same tumor yielding PD-L1 positive and negative samples in different regions, was 16% (n = 9) in the whole study population and 23% (n = 7) in TNBC. Cohen's kappa coefficient of agreement was 0.214 for the whole study and 0.239 for TNBC, both of which falling into a non-statistically significant fair agreement range. Among all PD-L1 positive cases, 82% (n = 9/11) had positivity in only one of the tissue assessments.

conclusionThese results indicate that the overall 84% concordance is driven by concordant negative results. In PD-L1 positive cancers, within-tumor heterogeneity in PD-L1 expression exists.

Indexed as

B7-H1 AntigenTriple Negative Breast NeoplasmsBiomarkers, TumorBiopsyHumansB7-H1 AntigenBiomarkers, TumorCD274 protein, humanBreast neoplasmImmunotherapyNeoadjuvant therapyProgrammed cell death ligand 1Tumor heterogeneity

Identifiers

PMID37378695
OpenAlexW4382345297

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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.