Evidence map›Paper›PMID 36038884›Full record

ArticleGenome medicine2022

Integrative genomic and transcriptomic analyses illuminate the ontology of HER2-low breast carcinomas.

Enrico Berrino, Laura Annaratone, Sara Erika Bellomo, Giulio Ferrero, Amedeo Gagliardi, Alberto Bragoni, Dora Grassini, Simonetta Guarrera, Caterina Parlato, Laura Casorzo and 10 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
6.7field-weighted citation impact, top 2% 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

29 citing papers in PubMed, 45 citations in OpenAlex.

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  13. HER2-Low Breast Cancer: Now and in the Future.Cancer research and treatment · 2024
    Review
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  16. Insights Into the Emerging Entity of HER2-Low Breast Cancer.International journal of breast cancer · 2024
    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

20 authors at 6 institutions in 3 countries.

Enrico Berrino *Candiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Laura Annaratone *Candiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Sara Erika BellomoCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Giulio FerreroDepartment of Clinical and Biological Sciences, University of Turin, Turin, Italy.
Amedeo GagliardiCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Alberto BragoniCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Dora GrassiniCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Simonetta GuarreraCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Caterina ParlatoCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Laura CasorzoCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Mara PaneroCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Ivana SarottoCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Silvia GiordanoCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Matteo CeredaIIGM-Italian Institute for Genomic Medicine, c/o IRCCS, Candiolo, TO, Italy.
Filippo MontemurroCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Riccardo PonzoneCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Nicola CrosettoDepartment of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Stockholm, Sweden.
Alessio NaccaratiCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Anna SapinoCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy.
Caterina MarchiòCandiolo Cancer Institute, FPO-IRCCS, Candiolo, TO, Italy. caterina.marchio@unito.it.ORCID 0000-0003-2024-6131
Candiolo Cancer Institute · ITItalian institute for Genomic Medicine · ITDepartment of Medical Sciences · BYScience for Life Laboratory · SEUniversity of Milan · ITUniversity of Turin · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe "HER2-low" nomenclature identifies breast carcinomas (BCs) displaying a HER2 score of 1+/2+ in immunohistochemistry and lacking ERBB2 amplification. Whether HER2-low BCs (HLBCs) constitute a distinct entity is debated.

methodsWe performed DNA and RNA high-throughput analysis on 99 HLBC samples (n = 34 cases with HER2 score 1+/HLBC-1, n = 15 cases with HER2 score 2+ and ERBB2 not amplified/HLBC-2N, and n = 50 cases with score 2+ and ERBB2 copy number in the equivocal range/HLBC-2E). We compared the mutation rates with data from 1317 samples in the Memorial Sloan-Kettering Cancer Center (MSKCC) BC cohort and gene expression data with those from an internal cohort of HER2-negative and HER2-positive BCs.

resultsThe most represented mutations affected PIK3CA (31/99, 31%), GATA3 (18/99, 18%), TP53 (17/99, 17%), and ERBB2 (8/99, 8%, private to HLBC-2E). Tumor mutational burden was significantly higher in HLBC-1 compared to HLBC-2E/N (P = 0.04). Comparison of mutation spectra revealed that HLBCs were different from both HER2-negative and HER2-positive BCs, with HLBC-1 resembling more HER2-negative tumors and HLBC-2 mutationally related to HER2-addicted tumors. Potentially actionable alterations (annotated by using OncoKB/ESCAT classes) affected 52 patients. Intra-group gene expression revealed overlapping features between HLBC-1 and control HER2-negative BCs, whereas the HLBC-2E tumors showed the highest diversity overall. The RNA-based class discovery analysis unveiled four subsets of tumors with (i) lymphocyte activation, (ii) unique enrichment in HER2-related features, (iii) stromal remodeling alterations, and (iv) actionability of PIK3CA mutations (LAURA classification).

conclusionsHLBCs harbor distinct genomic features when compared with HER2-positive and HER2-negative BCs; however, differences across IHC classes were also unveiled thus dissecting the full picture of heterogeneity across HER2-low disease. The HLBC-2E category harbors most distinctive features, whereas HLBC-1 seems superimposable to HER2-negative disease. Further studies are needed to ascertain whether the four genomic-driver classes of the LAURA classification hold prognostic and/or predictive implications.

Indexed as

Breast NeoplasmsTranscriptomeBiomarkers, TumorFemaleGene Expression ProfilingGenomicsHumansMutationRNABiomarkers, TumorRNAActionable alterationBreast cancerClassificationGene expressionHER2HER2-lowHeterogeneityMutationStratificationTranscriptome

Identifiers

PMID36038884
PMCPMC9426037
OpenAlexW4293475317

What OpenQuestion holds

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LicenceCC BY
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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.