Evidence map›Paper›PMID 42774489›Full record

ArticleMaterials today. Bio2026

Robotic handling preserves iPSC-derived vascular smooth muscle cell differentiation.

Monique Bax, Jeya Ramalingam, Valentin Romanov, Muhammad A Alsherbiny, Keerat Junday, Jordan Thorpe, Emily Hurley, Melanie Lim, Ingrid Tarr, Stephanie Hesselson and 5 more

Abstract read
In one paragraph

Article in Materials today. Bio, 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

15 authors.

Monique BaxVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Jeya RamalingamVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Valentin RomanovVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Muhammad A AlsherbinyVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Keerat JundayVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Jordan ThorpeVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Emily HurleyVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Melanie LimVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Ingrid TarrVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Stephanie HesselsonVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Eleni GiannoulatouVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Renjing LiuVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Adam HillVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Siiri IismaaVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.
Robert M GrahamVictor Chang Cardiac Research Institute, Darlinghurst, NSW, 2010, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To tackle the global cardiovascular disease epidemic, vascular cell culture requires scalable, efficient, and reproducible methods for differentiating cells. However, no studies have validated whether automation, essential for scale-up, preserves differentiation quality of cells. Here, we developed a differentiation protocol for induced pluripotent stem cell (iPSC)-derived vascular smooth muscle cells (iVSMCs) that is applicable to both manual, and automated robotic culture. iPSC lines generated from male and female donors across various ages were used to optimize the generation of iVSMCs. iVSMCs had consistent morphology and protein expression, which were largely similar to those of primary VSMCs, including expression of myosin heavy chain-11 (MYH11), α-smooth muscle actin (α-SMA), transgelin (TAGLN) and calponin (CNN1). Functionally, these iVSMCs responded to the vasoconstrictor carbachol. Coupling this protocol with an automated Hamilton liquid-handling robotics system allowed the generation of iVSMCs in large quantities, that were morphologically similar to manually differentiated iVSMCs. Comparative proteomic analysis confirmed that protein expression was substantially the same between automated and manual differentiation methods. Automation markedly reduced manual labor and facilitated increased production without sacrificing cell quality. This study demonstrates the feasibility of automating iVSMC differentiation, marking a significant step towards scalable VSMC manufacture for three-dimensional applications, and for the ever-growing demands of organoid and tissue engineering applications.

Indexed as

Cardiovascular diseaseDrug screeningHandling roboticsHigh-throughputLiquidProteomicsTissue engineeringVascular smooth muscle cells

Identifiers

PMID42774489
PMCPMC13594703

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.