Evidence map›Paper›PMID 42108275›Full record

ArticleMicrosystems & nanoengineering2026

UNIQUE: ultrasound non-destructive in-situ quantitative evaluation of stem cell spheroid deformability during differentiation into specific lineages.

Honghyeon Ha, Jinhee Yoo, Yuri Kang, Yeon Hee Ryu, Younggeun Kim, Luke P Lee, Suk-Ho Moon, Hyung Ham Kim

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

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0citing papers in PubMed
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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Honghyeon Ha *Department of Convergence IT Engineering, Pohang University of Science and Technology, Pohang, Republic of Korea.
Jinhee Yoo *Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Harvard University, Boston, MA, USA.ORCID http://orcid.org/0000-0001-7933-4641
Yuri KangDepartment of Convergence IT Engineering, Pohang University of Science and Technology, Pohang, Republic of Korea.
Yeon Hee RyuDepartment of Plastic and Reconstructive Surgery, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea.
Younggeun KimDepartment of Convergence IT Engineering, Pohang University of Science and Technology, Pohang, Republic of Korea.ORCID http://orcid.org/0000-0002-3962-8183
Luke P LeeDepartment of Medicine, Brigham and Women's Hospital, Harvard Medical School, Harvard University, Boston, MA, USA. lplee@bwh.harvard.edu.ORCID http://orcid.org/0000-0002-1436-4054
Suk-Ho MoonDepartment of Plastic and Reconstructive Surgery, Seoul St. Mary's Hospital, The Catholic University of Korea, Seoul, Republic of Korea. nasuko@catholic.ac.kr.
Hyung Ham KimDepartment of Convergence IT Engineering, Pohang University of Science and Technology, Pohang, Republic of Korea. david.kim@postech.ac.kr.ORCID http://orcid.org/0000-0002-6353-5550

Funding

Korea Health Industry Development Institute (KHIDI) HI22C1314Ministry of Trade, Industry and Energy (Ministry of Trade, Industry and Energy, Korea) 10063360National Research Foundation of Korea (NRF) RS-2024-00354315
6 · The paper itself

Abstract

Reliable assessment of 3D stem cell spheroid function and fate is crucial in regenerative medicine and cell therapy, where gene and protein analyses and mechanical probing are employed. However, current methods are often invasive and struggle with heterogeneity, frequently damaging spheroid integrity, which drives a need for non-destructive, label-free techniques to assess individual spheroids directly in their culture environment. Here, we present a label-free platform, UNIQUE (Ultrasound Non-destructive In-situ Quantitative Evaluation), for single-spheroid, in-situ quantification of stem cell spheroid deformability as a mechanical phenotype during differentiation into specific lineages. We established UNIQUE using focused ultrasound to non-invasively assess stem cell spheroid deformability under optimized conditions (3 MPa, 30% duty cycle, surface alignment). We measured changes in spheroid deformability in real time as they differentiated into specific lineages. We also achieved label-free classification of adipogenic spheroids using acoustic property-based spheroid trapping. Our UNIQUE solution provides a transformative framework for dynamic metabolic profiling and better-quality control in the manufacturing of stem cell spheroids.

Identifiers

PMID42108275
PMCPMC13158303

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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.