Evidence map›Paper›PMID 41298765›Full record

ArticleScientific reports2025

DEPTH2 score was associated with cell proliferation and immune cell infiltrations but not with systemic treatment response in breast cancer.

Kohei Chida, Rongrong Wu, Arya Mariam Roy, Takashi Ishikawa, Kenichi Hakamada, Kazuaki Takabe

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Kohei Chida *Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
Rongrong Wu *Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
Arya Mariam RoyDepartment of Hematology and Oncology, Ohio State University, Columbus, OH, 43210, USA.
Takashi IshikawaDepartment of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, 160-8402, Japan.
Kenichi HakamadaDepartment of Gastroenterological Surgery, Hirosaki University Graduate School of Medicine, Hirosaki, 036-8562, Japan.
Kazuaki TakabeDepartment of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA. kazuaki.takabe@roswellpark.org.

Funding

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
Dissecting Molecular Mechanisms of Tumor-Induced Myeloid-Mediated Immune Suppression in Triple-Negative Breast CancerR01CA287731 · NCI · UNIVERSITY OF TOLEDO HEALTH SCI CAMPUS · PI Scott I. Abrams, Jianmin Zhang · 2024 to 2026
$2.8M
Leveraging the GTP Biosynthetic Pathway for Anti-Tumor TherapiesR37CA248018 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI Anna Bianchi-Smiraglia · 2021 to 2026
$2.3M
NCI NIH HHS R01 CA250412NCI NIH HHS R01 CA287731NCI NIH HHS R37 CA248018
6 · The paper itself

Abstract

Intratumoral genomic heterogeneity (ITGH), the existence of genotypic and phenotypic variation within an individual tumor, is known to be a key mechanism in treatment resistance. Deviating gene Expression Profiling Tumor Heterogeneity 2 (DEPTH2) algorithm was developed to estimate ITGH using solely RNA expression data unlike the others that require both DNA- and RNA-expression data. A total of 7508 breast cancer patients from multiple independent cohorts were analyzed using DEPTH2. High DEPTH2 score patients were associated with worse overall survival consistently across all subtypes in SCAN-B, but not in TCGA and METABRIC cohort. Higher scores were also linked to increased cell proliferation, as evidenced by elevated Nottingham histological grades and Ki67 gene expression, as well as enrichment of the cell proliferation-related gene sets, and immune cell infiltrations. DEPTH2 score was significantly higher in triple negative breast cancer among the subtypes but did not reflect with lymph node and distal metastasis. DEPTH2 scores decreased in two but showed no change in another two cohorts after neoadjuvant chemotherapy (NAC). This score was not associated with pathological complete response after NAC in any subtypes across 3 cohorts. DEPTH2 score may not capture the entire biological aspects of ITGH in breast cancer patients.

Indexed as

Breast NeoplasmsCell ProliferationAlgorithmsBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticGenetic HeterogeneityHumansMiddle AgedNeoadjuvant TherapyPrognosisBiomarkers, TumorBreast cancerDEPTH2Gene expressionIntratumoral genomic heterogeneity

Identifiers

PMID41298765
PMCPMC12657884

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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.