Evidence map›Paper›PMID 42242222›Full record

ArticleCell reports methods2026

Precision tumor-on-chip for personalized assessment of drug efficacy and immune cell delivery.

Elena Kremneva, Johannes Smolander, Mimosa Peltokangas, Mikaela Grönholm, Lilja Lahtinen, Shadi Jansouz, Sanna Vainionpää, Bassel Alsaed, Kristian Borenius, Anniina Palojärvi and 18 more

Abstract read
In one paragraph

Article in Cell reports methods, 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

28 authors.

Elena KremnevaTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland.
Johannes SmolanderTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland; Center for Cancer Eradication Research (CCER), Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Mimosa PeltokangasFinnadvance Oy, 00790 Helsinki, Finland.
Mikaela GrönholmTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Laboratory of Immunovirotherapy, Drug Research Program, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland; Drug Delivery, Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland.
Lilja LahtinenTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland.
Shadi JansouzTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland.
Sanna VainionpääDepartment of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland.
Bassel AlsaedTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland.
Kristian BoreniusiCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, Helsinki University Hospital & University of Helsinki, Helsinki, Finland.
Anniina PalojärviFinnadvance Oy, 00790 Helsinki, Finland.
Pauliina JunttilaFinnadvance Oy, 00790 Helsinki, Finland.
Jere KettunenFinnadvance Oy, 00790 Helsinki, Finland.
Tuomas PylkköDrug Research Program, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland.
Michaela FeodoroffTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland; Laboratory of Immunovirotherapy, Drug Research Program, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland; Drug Delivery, Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland.
Gabriella AntignaniTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Laboratory of Immunovirotherapy, Drug Research Program, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland; Drug Delivery, Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland.
Harri K MustoneniCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Translational Cancer Medicine Program, University of Helsinki and Helsinki University Hospital (HUS), Helsinki, Finland; Department of Gastrointestinal Surgery, Helsinki University Hospital & University of Helsinki, Helsinki, Finland.
Markus Vähä-KoskelaiCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Translational Cancer Medicine Program, University of Helsinki and Helsinki University Hospital (HUS), Helsinki, Finland.
Tuan NguyenFinnadvance Oy, 00790 Helsinki, Finland.
Prateek SinghFinnadvance Oy, 00790 Helsinki, Finland.
Toni T SeppäläiCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Center for Cancer Eradication Research (CCER), Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Department of Abdominal Surgery, Helsinki University Hospital and University of Helsinki, Helsinki, Finland; Applied Tumor Genomics Research Program, Research Programs Unit, University of Helsinki, Helsinki, Finland; Department of Gastroenterology and Alimentary Tract Surgery, Tampere University Hospital, Tampere, Finland; TAYS Cancer Centre, Tampere University and Tampere University Hospital, Tampere, Finland.
Eva SutineniCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Department of Pulmonary Medicine, Heart and Lung Center, Helsinki University Hospital & University of Helsinki, Helsinki, Finland.
Reetta RiikonenOrion Pharma, Oncology Research, 20360 Turku, Finland.
Satu JuhilaOrion Pharma, Oncology Development, 02200 Espoo, Finland.
Vincenzo CerulloTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Laboratory of Immunovirotherapy, Drug Research Program, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland; Drug Delivery, Drug Research Program, Division of Pharmaceutical Biosciences, Faculty of Pharmacy, University of Helsinki, Helsinki, Finland; Department of Molecular Medicine and Medical Biotechnology and CEINGE, Naples University Federico II, Naples, Italy.
Hanna SeppäneniCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Translational Cancer Medicine Program, University of Helsinki and Helsinki University Hospital (HUS), Helsinki, Finland; Department of Gastrointestinal Surgery, Helsinki University Hospital & University of Helsinki, Helsinki, Finland.
Ilkka IloneniCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Department of General Thoracic and Esophageal Surgery, Heart and Lung Center, Helsinki University Hospital & University of Helsinki, Helsinki, Finland.
Sebastien MosserFinnadvance Oy, 00790 Helsinki, Finland.
Heidi M HaikalaTranslational Immunology Research Program (TRIMM), Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland; iCAN Digital Precision Cancer Medicine Flagship, Helsinki, Finland; Institute for Molecular Medicine Finland (FIMM), Helsinki Institute for Life Sciences (HiLIFE), University of Helsinki, Helsinki, Finland; Center for Cancer Eradication Research (CCER), Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland; Research unit, Heart and Lung Center, Helsinki University Hospital, Helsinki, Finland. Electronic address: heidi.haikala@helsinki.fi.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tumor heterogeneity and drug resistance limit the efficacy of cancer therapies and highlight the need for patient-specific preclinical models. Here, we develop a microfluidic tumor-on-chip (TOC) platform that integrates patient-derived organoids with a functional endothelial barrier and utilizes liquid flow to recreate drug delivery from the vasculature into tumor tissue. This system enables evaluation of therapeutic efficacy and toxicity under physiologically relevant conditions. Additionally, the platform is utilized to assess immune cell migration induced by tumor-derived factors in the absence of an endothelial barrier. In pancreatic cancer, the TOC model captures cellular features associated with treatment resistance and pathway rewiring at single-cell resolution, with drug response patterns showing a trend toward alignment with patient clinical outcomes in a limited, retrospective, exploratory setting. By simulating vascular drug transport, the platform provides a scalable and clinically relevant tool for studying treatment response mechanisms and evaluating drug responses under physiologically constrained delivery conditions.

Indexed as

Antineoplastic AgentsDrug Delivery SystemsLab-On-A-Chip DevicesPancreatic NeoplasmsPrecision MedicineAnimalsHumansMicrophysiological SystemsAntineoplastic AgentscancerCP: cancer biologyCP: immunologydrug resistanceendothelial barriermicrofluidicorgan-on-chipscRNA-seqtumor-on-chip

Identifiers

PMID42242222
PMCPMC13494545

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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.