A multiplex single-cell RNA-Seq pharmacotranscriptomics pipeline for drug discovery

Approved

Classifications

MinEdu publication type
A1 Journal article (peer-reviewed)
Definition
Article
Target group
Scientific
Peer reviewed
Peer-reviewed
Article type
Journal article
Host publication type
Journal

Authors of the publication

Number of authors
7
Authors
Dini, Alice; Barker, Harlan; Piki, Emilia; Sharma, Subodh; Raivola, Juuli; Murumägi, Astrid; Ungureanu, Daniela

Publication channel information

Title of journal/series
Nature chemical biology
ISSN (print)
1552-4450
ISSN (electronic)
1552-4469
ISSN (linking)
1552-4450
Publisher
Springer
Publication forum ID
63763
Publication forum level
3
Country of publication
United States
Internationality
Yes

Detailed publication information

Publication year
2024
Bibliographical publication year
2025
Reporting year
2024
Journal/series volume number
21
Page numbers
432-442
DOI
10.1038/s41589-024-01761-8
Language of publication
English

Co-publication information

International co-publication
No
Co-publication with a company
No

Availability

Classification and additional information

MinEdu field of science classification
1182 Biochemistry, cell and molecular biology
Additional information
[Epub ahead of print 31 Oct 2024]

Funding information

Funding information in the publication
This work was supported by the University of Oulu and funded by the Research Council of Finland (Profi6 336449, 333583, 288475 and 271845 to D.U. and 349787 to J.R.), Sigrid Juselius Foundation (to D.U.) and Finnish Cancer Foundation (to D.U.).
Funders
Funder
Research Council of Finland (former Academy of Finland)
Name of funding
-
Funding decision
-
Funder
Sigrid Jusélius Foundation
Name of funding
-
Funding decision
-
Funder
Cancer Foundation Finland
Name of funding
-
Funding decision
-

Research data information

Research data information in the publication
Raw (only for JHOS2) and processed scRNA-Seq data from this manuscript were deposited to the National Center for Biotechnology Information Genome Expression Omnibus under accession number GSE274905. The Leiden cluster markers, the subsample pseudobulk DGE analysis results, the patient-derived bulk RNA-Seq processed data and the interactive 3D UMAPs are available from Mendeley Data (https://doi.org/10.17632/j9j4mdm9yr.1). The raw FASTQ files used to generate results for the patient-derived models will be provided for scientific research upon reasonable request to fulfill privacy and ethical concerns. Source data are provided with this paper. All relevant code is available from GitHub (https://github.com/ungureanulab/pharmacotranscriptomics).

Infrastructure information

Infrastructure information in the publication
Imaging was performed at the Biomedicum Imaging Unit, University of Helsinki, with the support of the Helsinki Institute of Life Science (HiLIFE) and Biocenter Finland.

Source database ID

WoS ID
WOS:001346265800002
Scopus ID
2-s2.0-85208043655
Other database ID
, PMID: 39482470