Evidence map›Paper›PMID 42831917›Full record

ArticleClinical & experimental metastasis2026

Mitochondrial transcript abundance in breast cancer circulating tumour cells may reflect both blood-derived transcripts and biological heterogeneity.

Alicja Staśczak, Agnieszka Stankiewicz, Justyna Topa, Zofia Piesik, Anna Żaczek, Sebastian Student, Tomasz Stokowy, Aleksandra Markiewicz

Abstract read
In one paragraph

Article in Clinical & experimental metastasis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Alicja StaśczakDepartment of Systems Biology and Engineering, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Akademicka 14 Str, 44-100, Gliwice, Poland.ORCID http://orcid.org/0000-0001-5489-401X
Agnieszka StankiewiczLaboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdansk and Medical University of Gdańsk, Debinki 1 Str, Gdańsk, 80-211, Poland.
Justyna TopaLaboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdansk and Medical University of Gdańsk, Debinki 1 Str, Gdańsk, 80-211, Poland.ORCID http://orcid.org/0000-0002-1065-2825
Zofia PiesikInstitute of Informatics, Faculty of Mathematics, Physics and Informatics, University of Gdańsk, Wita Stwosza 57 Str, 80-952, Gdańsk, Poland.
Anna ŻaczekLaboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdansk and Medical University of Gdańsk, Debinki 1 Str, Gdańsk, 80-211, Poland.ORCID http://orcid.org/0000-0003-1482-6068
Sebastian StudentDepartment of Systems Biology and Engineering, Faculty of Automatic Control, Electronics and Computer Science, Silesian University of Technology, Akademicka 14 Str, 44-100, Gliwice, Poland.ORCID http://orcid.org/0000-0003-1812-5496
Tomasz Stokowy *Scientific Computing Group, IT Division, University of Bergen, Nygårdsgaten 5 Str, Bergen, 5015, Norway. tomasz.stokowy@gmail.com.ORCID http://orcid.org/0000-0003-1166-4817
Aleksandra Markiewicz *Laboratory of Translational Oncology, Intercollegiate Faculty of Biotechnology, University of Gdansk and Medical University of Gdańsk, Debinki 1 Str, Gdańsk, 80-211, Poland. aleksandra.markiewicz@gumed.edu.pl.ORCID http://orcid.org/0000-0003-4590-4698

Funding

Agencja Badań Medycznych 2023/ABM/02/00018-00Narodowym Centrum Nauki 2016/21/D/NZ3/02629, 2020/39/I/NZ5/03434Silesian University of Technology, IDUB program 32/014/SDU/10-22-71
6 · The paper itself

Abstract

Circulating tumour cells (CTCs) are rare cells frequently profiled on a single cell level. A key indicator of single-cell transcriptome quality is the percentage of reads encoded by genes in the mitochondrial genome (MT-reads). No systematic data exists on MT-reads content in CTCs, making it unclear whether this parameter can reliably indicate CTCs' transcriptome quality. We collected RNA-Seq profiles of 349 single breast cancer (BC) CTCs and 129 white blood cells (WBCs) enriched with four methods to assess the level of MT-reads and the expression of markers of the most abundant blood components-red blood cells (RBCs) and platelets (PLTs). The median percentage of PLTs and RBCs transcripts in CTCs was 2% (0-38%) and 0.8% (0.0006-84%), respectively, with significant differences between enrichment methods (p < 2.2

Indexed as

Biomarkers, TumorBreast NeoplasmsMitochondriaNeoplastic Cells, CirculatingBlood PlateletsFemaleGene Expression ProfilingGenetic HeterogeneityHumansSingle-Cell Gene Expression AnalysisTranscriptomeBiomarkers, TumorLiquid biopsyMitochondrial readsPlateletsRNA-seqSingle-cell

Identifiers

PMID42831917
PMCPMC13638734

What OpenQuestion holds

Textmetadata
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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.