Evidence map›Paper›PMID 34018684›Full record

ArticleMolecular oncology2022

Multiplexed digital spatial profiling of invasive breast tumors from Black and White women.

Angela R Omilian, Haiyang Sheng, Chi-Chen Hong, Elisa V Bandera, Thaer Khoury, Christine B Ambrosone, Song Yao

Open access · goldAbstract read
In one paragraph

Article in Molecular oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.

  1. Guideline
  2. Article
  3. Digital spatial profiling for pathologists.Virchows Archiv : an international journal of pathology · 2025
    Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. Article
  11. Computational solutions for spatial transcriptomics.Computational and structural biotechnology journal · 2022
    Review
  12. Review
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

7 authors at 2 institutions in 1 country.

Angela R OmilianDepartment of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.ORCID 0000-0001-6348-9411
Haiyang ShengDepartment of Biostatistics & Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Chi-Chen HongDepartment of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Elisa V BanderaDepartment of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA.
Thaer KhouryDepartment of Pathology, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Christine B AmbrosoneDepartment of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Song YaoDepartment of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, NY, USA.
Roswell Park Comprehensive Cancer Center · USRutgers, The State University of New Jersey · US

Funding

Two-Spirit Films in Indigenous Cancer HealthP30CA016056 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI Dean G. Tang · 1985 to 2026
$116.6M
Reproduction, Lactation and Hormonal Factors in Breast Cancer SubtypesP01CA151135 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI AMBROSONE, CHRISTINE B., OLSHAN, ANDREW · 2011 to 2017
$18.1M
Obesity, related comorbidities, and breast cancer outcomes in African AmericansR01CA185623 · NCI · RBHS -CANCER INSTITUTE OF NEW JERSEY · PI BANDERA, ELISA V, DEMISSIE, KITAW · 2014 to 2018
$6.2M
Race &Risk Factors for Early/Aggressive Breast CancerR01CA100598 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI AMBROSONE, CHRISTINE B. · 2004 to 2008
$4.8M
DNA Methylation: a Mechanism for Aggressive Breast Cancer in African-American WomR01CA133264 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI AMBROSONE, CHRISTINE B., DEMISSIE, KITAW · 2010 to 2013
$3.6M
NCI NIH HHS P01 CA151135NCI NIH HHS P30 CA016056NCI NIH HHS R01 CA100598NCI NIH HHS R01 CA133264NCI NIH HHS R01 CA185623
6 · The paper itself

Abstract

The NanoString GeoMx digital spatial profiling is a new multiplexed platform that quantifies the abundance of tumor- and immune-related proteins in a spatially resolved manner. We performed DSP for the simultaneous assessment of 52 analytes within spatially resolved tissue compartments defined by pan-cytokeratin expression. We compared protein targets between 94 African American/Black and 65 European American/White cases, tumor and stromal tissue compartments, estrogen receptor alpha (ER)-positive and ER-negative cases, and explored potential biomarkers of survival. Of 33 analytes with robust signal for analysis, results were highly replicable. For a subset of markers, correlative analyses between DSP analytes and traditional immunohistochemistry scores revealed moderate to very strong associations between the two platforms. Similarly, DSP analytes and gene expression scores were concordant for 21 of 25 markers with overlap between the two datasets. Several analytes varied by ER status, and across the 25 immune markers surveyed, 14 had a significant inverse association with ER expression. B7 homolog 3 (B7-H3; encoded by CD276) was the only analyte to show a significant difference by race, being lower in both the tumor and stromal compartments in Black women. DSP markers that were associated with survival included CD8, CD25, CD56, CD127, EpCAM, ER, Ki-67, and STING. We conclude that DSP is an efficient tool for screening tumor- and immune-related markers in a simultaneous fashion and yields results that are concordant with established immune profiling assays. DSP immune analytes were inversely associated with ER expression, in agreement with a substantial body of previous work that documents higher immune infiltration in ER-negative breast cancers. This technology revealed that scores of the B7-H3 protein were significantly lower in breast cancers from Black women compared with White women, an intriguing finding that requires replication in independent and racially diverse female populations.

Indexed as

Breast NeoplasmsB7 AntigensBiomarkersBlack or African AmericanFemaleHumansImmunohistochemistryReceptors, ProgesteroneUnited StatesWhite PeopleB7 AntigensBiomarkersCD276 protein, humanReceptors, ProgesteroneB7-H3breast cancerdigital spatial profilingimmune infiltratesmultiplexracial disparities

Identifiers

PMID34018684
PMCPMC8732343
OpenAlexW3163550517

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.