Evidence map›Paper›PMID 35793004›Full record

ArticleBreast cancer research and treatment2022

Intratumoral PDGFB gene predominantly expressed in endothelial cells is associated with angiogenesis and lymphangiogenesis, but not with metastasis in breast cancer.

Rongrong Wu, Shipra Gandhi, Yoshihisa Tokumaru, Mariko Asaoka, Masanori Oshi, Li Yan, Takashi Ishikawa, Kazuaki Takabe

Open access · greenAbstract read
In one paragraph

Article in Breast cancer research and treatment, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
1.3field-weighted citation impact, top 21% 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

15 citing papers in PubMed, 17 citations in OpenAlex.

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  8. New insights into the role of ubiquitination in angiogenesis (Review).International journal of molecular medicine · 2025
    Review
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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

8 authors at 2 institutions in 2 countries.

Rongrong WuDepartment of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
Shipra GandhiDepartment of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14263, USA.
Yoshihisa TokumaruDepartment of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
Mariko AsaokaDepartment of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, 160-8402, Japan.
Masanori OshiDepartment of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA.
Li YanDepartment of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, 14263, USA.
Takashi IshikawaDepartment of Breast Surgery and Oncology, Tokyo Medical University, Tokyo, 160-8402, Japan.
Kazuaki TakabeDepartment of Surgical Oncology, Roswell Park Comprehensive Cancer Center, Elm & Carlton Streets, Buffalo, NY, 14263, USA. kazuaki.takabe@roswellpark.org.ORCID http://orcid.org/0000-0002-6435-4241
Roswell Park Comprehensive Cancer Center · USTokyo Medical University · JP

Funding

Two-Spirit Films in Indigenous Cancer HealthP30CA016056 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI CANDACE S JOHNSON · 1985 to 2026
$116.6M
University of Buffalo Clinical and Translational Science Institute - Supplement SchulyerUL1TR001412 · NCATS · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI MURPHY, TIMOTHY F · 2015 to 2024
$33.8M
Institutional Career DevelopmentKL2TR001413 · NCATS · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI DUBOCOVICH, MARGARITA L · 2015 to 2024
$4.2M
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
Functional Significance of individual p53 mutations in determining the role of estrogen receptor beta in triple negative breast cancerR01CA251545 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI DAS, GOKUL M. · 2021 to 2025
$2.9M
Leveraging the GTP Biosynthetic Pathway for Anti-Tumor TherapiesR37CA248018 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI Anna Bianchi-Smiraglia · 2021 to 2026
$2.3M
Multiparametric photoacoustic and ultrasonic imaging of the breast in cranial-caudal viewR01EB029596 · NIBIB · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI XIA, JUN · 2020 to 2023
$1.4M
Foundation for the National Institutes of Health KL2TR001413Foundation for the National Institutes of Health R01CA250412Foundation for the National Institutes of Health R01CA251545Foundation for the National Institutes of Health R01EB029596Foundation for the National Institutes of Health R37CA248018Foundation for the National Institutes of Health UL1TR001412NCATS NIH HHS KL2 TR001413NCATS NIH HHS UL1 TR001412NCI NIH HHS P30 CA016056NCI NIH HHS R01 CA250412NCI NIH HHS R01 CA251545NCI NIH HHS R37 CA248018NIBIB NIH HHS R01 EB029596Roswell Park Cancer Institute P30CA016056U.S. Department of Defense W81XWH-19-1-0111U.S. Department of Defense W81XWH-19-1-0674
6 · The paper itself

Abstract

purposePlatelet-derived growth factor B (PDGFB) is known to play essential roles in angiogenesis and lymphangiogenesis during development, and tumor growth and vessel stabilization in experimental models. However, whether these findings could be translated to breast cancer patients remains unclear. We hypothesized that PDGFB gene expression is associated with angiogenesis, cell proliferation, and clinical outcomes in breast cancer patients.

methodsA total of 7635 primary breast cancer patients with full transcriptome and clinical data available from 13 independent cohorts were analyzed using in silico approach. The median value was used to divide each cohort into high and low PDGFB expression groups.

resultsHigh PDGFB gene expression was associated with increased expression of angiogenesis-related genes, higher amount of vascular cell infiltrations, and with enrichment of angiogenesis gene set, lymphangiogenesis-related gene expressions, lymphangiogenesis-related cell infiltrations, and enrichmentof lymphangiogenesis gene set in GSE96058 and validated by TCGA cohorts; however, not with lymphatic metastasis. PDGFB expression was neither associated with cell proliferation as assessed by Ki67 expression nor with Nottingham histological grade, or response to neoadjuvant chemotherapy. We found that PDGFB was most extensively expressed by endothelial and perivascular-like cells in the tumor microenvironment, and minimally by cancer cells consistently in two single-cell sequence cohorts. High PDGFB expression enriched TGFβ, epithelial-mesenchymal transition, hypoxia, and cancer stem cell-associated pathways. However, no association with distant metastasis was observed. Disease-specific and disease-free survival were worse in the high PDGFB expression group consistently in TCGA and METABRIC cohorts.

conclusionPDGFB is predominantly expressed in endothelial cells and is associated with angiogenesis and lymphangiogenesis, but not with cellular proliferation or metastasis in breast cancer.

Indexed as

Breast NeoplasmsLymphangiogenesisEndothelial CellsFemaleGenes, sisHumansNeovascularization, PathologicProto-Oncogene Proteins c-sisTumor MicroenvironmentProto-Oncogene Proteins c-sisAngiogenesisBRCABreast cancerLymphangiogenesisNeoadjuvant chemotherapyPDGFB

Identifiers

PMID35793004
PMCPMC12118772
OpenAlexW4283826708

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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.