Author

Minna Malmstedt

University of Helsinki

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cancer Biology· 2

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Organism:human· 2 Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Assay:metabolomics· 1 Assay:proteomics· 1 Assay:spatial transcriptomics· 1

Frequent Co-Authors

Antti Sakari RannikkoiD· 2 shared Erika Romppanen· 2 shared Minttu PolsoiD· 2 shared Olli KallioniemiiD· 2 shared Petrus JärvineniD· 2 shared Piia MikkoneniD· 2 shared Romika KumariiD· 2 shared Ruusu‐Maaria MerivirtaiD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersCancer Biology

Antti Sakari RannikkoORCID

Mutual co-authors in cluster

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2 papers

Recent·Most cited

Site-Dependent Decoupling of Drug-Biomarker Associations in Clear Cell Renal Cell Carcinoma Revealed by Functional Profiling of Patient-Derived Cell Models

Michaela Feodoroff, Tamara J. Luck, Romika Kumari, Minttu Polso, Patrick Penttilä, Minna Malmstedt, Piia Mikkonen, Lauren J. Gerber, Ruusu‐Maaria Merivirta, Mariliina Arjama, Erika Romppanen, Matilda Roos-Mattila, Pauliina Kallio, Swapnil Potdar, Mikaela Grönholm, , Vilja M. Pietiäinen

The paper identifies site-dependent drug-biomarker associations in ccRCC using patient-derived models and multi-omic data, revealing discrepancies between genomic predictions and functional drug responses.

bioRxiv · Jul 9, 2026 · PreprintCancer Biology

Pathway-centric multi-omics and functional precision medicine reveal shared drug vulnerabilities in heterogeneous adult Wilms tumor

Minttu Polso, Romika Kumari, Tamara J. Luck, Piia Mikkonen, Katja Välimäki, Ruusu‐Maaria Merivirta, Minna Malmstedt, Johanna Lehtonen, Erika Romppanen, Sara Kuusela, Antti Hassinen, Janna Saarela, Teijo S. Pellinen, Panu Jaakkola, Pia Suonpää, , Vilja M. Pietiäinen

This study identifies shared drug vulnerabilities in adult Wilms tumor through multi-omics and functional assays, showing pathway-level dependencies predict drug responses better than single-gene biomarkers.

bioRxiv · Jun 25, 2026 · PreprintCancer Biology