Evidence map›Paper›PMID 34885228›Full record

ArticleCancers2021

Sample Preparation Approach Influences PAM50 Risk of Recurrence Score in Early Breast Cancer.

Tonje G Lien, Hege Oma Ohnstad, Ole Christian Lingjærde, Johan Vallon-Christersson, Marit Aaserud, My Anh Tu Sveli, Åke Borg, On Behalf Of Osbreac, Øystein Garred, Elin Borgen and 3 more

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in Cancers, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
1.0field-weighted citation impact, top 29% 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

11 citing papers in PubMed, 15 citations in OpenAlex.

  1. Trial
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  5. Genomic and immune profiling of breast cancer brain metastases.Acta neuropathologica communications · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors at 2 institutions in 2 countries.

Tonje G LienDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Hege Oma OhnstadDepartment of Oncology, Division of Cancer Medicine, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Ole Christian LingjærdeDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Johan Vallon-ChristerssonDivision of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381 Lund, Sweden.
Marit AaserudDepartment of Pathology, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
My Anh Tu SveliDepartment of Pathology, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Åke BorgDivision of Oncology, Department of Clinical Sciences Lund, Lund University, Medicon Village, SE-22381 Lund, Sweden.
On Behalf Of Osbreac
Øystein GarredDepartment of Pathology, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Elin BorgenDepartment of Pathology, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Bjørn NaumeDepartment of Oncology, Division of Cancer Medicine, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Hege RussnesDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.
Therese SørlieDepartment of Cancer Genetics, Institute for Cancer Research, Oslo University Hospital, P.O. Box 4953 Nydalen, N-0424 Oslo, Norway.ORCID 0000-0002-5995-2319
Oslo University Hospital · NOLund University · SE

Funding

Kamprad Family Foundation 2012/3657Norwegian Cancer Society 420056
6 · The paper itself

Abstract

The PAM50 gene expression subtypes and the associated risk of recurrence (ROR) score are used to predict the risk of recurrence and the benefits of adjuvant therapy in early-stage breast cancer. The Prosigna assay includes the PAM50 subtypes along with their clinicopathological features, and is approved for treatment recommendations for adjuvant hormonal therapy and chemotherapy in hormone-receptor-positive early breast cancer. The Prosigna test utilizes RNA extracted from macrodissected tumor cells obtained from formalin-fixed, paraffin-embedded (FFPE) tissue sections. However, RNA extracted from fresh-frozen (FF) bulk tissue without macrodissection is widely used for research purposes, and yields high-quality RNA for downstream analyses. To investigate the impact of the sample preparation approach on ROR scores, we analyzed 94 breast carcinomas included in an observational study that had available gene expression data from macrodissected FFPE tissue and FF bulk tumor tissue, along with the clinically approved Prosigna scores for the node-negative, hormone-receptor-positive, HER2-negative cases (n = 54). ROR scores were calculated in R; the resulting two sets of scores from FFPE and FF samples were compared, and treatment recommendations were evaluated. Overall, ROR scores calculated based on the macrodissected FFPE tissue were consistent with the Prosigna scores. However, analyses from bulk tissue yielded a higher proportion of cases classified as normal-like; these were samples with relatively low tumor cellularity, leading to lower ROR scores. When comparing ROR scores (low, intermediate, and high), discordant cases between the two preparation approaches were revealed among the luminal tumors; the recommended treatment would have changed in a minority of cases.

Indexed as

breast cancerbulkFFPEfresh-frozenmacrodissectionPAM50Prosignarisk of recurrence score

Identifiers

PMID34885228
PMCPMC8657125
OpenAlexW4200339421

What OpenQuestion holds

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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.