Evidence map›Paper›PMID 41190827›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Mechanotyping of Organoids for Assessing Drug-Induced Injuries.

Murat Kaynak, Mehmet D Aşık, Elif E Inan, Maksymilian Prondzynski, Hamzeh Ghasemzadeh, Amir Poorghani, Yashasvi Tharani, Matilda Holtz, Daryush D Mehta, William T Pu and 4 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

14 authors.

Murat KaynakCenter for Engineering in Medicine and Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA.ORCID 0000-0001-7818-0150
Mehmet D AşıkDepartment of Surgery, Harvard Medical School, Boston, MA, 02114, USA.ORCID 0000-0001-9154-2697
Elif E InanCenter for Engineering in Medicine and Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA.
Maksymilian ProndzynskiDepartment of Cardiology, Boston Children's Hospital, Boston, MA, 02115, USA.
Hamzeh GhasemzadehSchool of Communication Sciences and Disorders, University of Central Florida, Orlando, FL, 32816, USA.
Amir PoorghaniGeorge W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 32816, USA.
Yashasvi TharaniDepartment of Cardiology, Boston Children's Hospital, Boston, MA, 02115, USA.
Matilda HoltzCenter for Engineering in Medicine and Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA.
Daryush D MehtaDepartment of Surgery, Harvard Medical School, Boston, MA, 02114, USA.
William T PuDepartment of Cardiology, Boston Children's Hospital, Boston, MA, 02115, USA.
Orhun K MuratogluDepartment of Surgery, Harvard Medical School, Boston, MA, 02114, USA.
Martin L YarmushCenter for Engineering in Medicine and Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA.
Alexander AlexeevGeorge W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, 32816, USA.
O Berk UstaCenter for Engineering in Medicine and Surgery, Massachusetts General Hospital, Boston, MA, 02114, USA.ORCID 0000-0001-9328-568X

Funding

Multi-scale modeling of lymphatic vasculature growth and adaptationR01HL152152 · NHLBI · GEORGIA INSTITUTE OF TECHNOLOGY · PI ALEXEEV, ALEXANDER, DIXON, JAMES BRANDON · 2020 to 2023
$2.5M
On Demand Dissoluble Supramolecular Hydrogels: Towards Pain Free Burn DressingsR01AR081529 · NIAMS · MASSACHUSETTS GENERAL HOSPITAL · PI Ayse Asatekin, Osman Berk USTA · 2023 to 2026
$1.9M
Deep Supercooling of Red Blood Cells: Towards Practical Long Term StorageR01HL145031 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI USTA, OSMAN BERK, YARMUSH, MARTIN L · 2020 to 2023
$1.5M
Deep Supercooling of Liver Cells and 2D and 3D Tissue Constructs: Effect of AttachmentR21GM136002 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI USTA, OSMAN BERK · 2019 to 2020
$462k
Early Toxicity Detection Technologies via Exosomal Signatures in 3D Hepatic TissuesR21GM140656 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI USTA, OSMAN BERK · 2022 to 2023
$462k
Morphology and Imaging Shared Facility SHC-BOS 84050National Science Foundation NSFEEC-1941543National Science Foundation (SNSF) under the postdoc mobility fellowship P500PT_211084NHLBI NIH HHS R01 HL145031NHLBI NIH HHS R01 HL152152NIAMS NIH HHS R01 AR081529NIGMS NIH HHS R21 GM136002NIGMS NIH HHS R21 GM140656NIH HHS NIH5R01AR081529NIH HHS NIHR01HL145031NIH HHS NIHR01HL152152-01NIH HHS NIHR21GM136002Regenerative Medicine Shared Facility SHC-BOS 84051Shriners Children's SHC-BOS85700
6 · The paper itself

Abstract

Changes in the mechanical properties, i.e., mechanotypes, of tissues are powerful indicators of disease states and drug-induced injuries. Although differential mechanotyping has emerged as a valuable tool for non-invasive disease diagnostics, it remains particularly underutilized for drug safety and efficacy screening in preclinical studies. This is largely due to the lack of scalable mechanotyping methods compatible with modern 3D organoid models. Here, the Centrifugal Mechanical Testing (CeMeT) platform is presented, which enables rapid, robust, and label-free mechanotyping of 3D organoids. Utilizing centrifugal mechanical principles and high-speed imaging, this platform achieves high accuracy and precision and can assess a wide range of tissue stiffness. It is demonstrated that the CeMeT platform distinguishes mechanical properties, i.e., stiffness and elastic recovery, among various hydrogel bead formulations and hiPSC-derived cardiac organoids, successfully detecting pathological changes in mechanotype with high sensitivity. Through experiments on organoids treated with drugs like pergolide and Cytochalasin-D, it is established that changes in organoid mechanotypes can serve as reliable indicators of drug-induced tissue injuries in vitro. These findings position the CeMeT platform as a potentially transformative tool for early-stage drug safety assessment through mechanotyping, with immediate applications extending to fundamental disease pathology research and drug efficacy testing using organoid models.

Indexed as

Mechanical PhenomenaOrganoidsBiomechanical PhenomenaCytochalasin DHumansHydrogelsInduced Pluripotent Stem CellsCytochalasin DHydrogelsdrug‐induced injuriesmechanical drug testingmechanotypingorganoidstissue biomechanics

Identifiers

PMID41190827
PMCPMC12831223

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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.