Evidence map›Paper›PMID 34861164›Full record

ArticleStem cell reports2021

Robotic high-throughput biomanufacturing and functional differentiation of human pluripotent stem cells.

Carlos A Tristan, Pinar Ormanoglu, Jaroslav Slamecka, Claire Malley, Pei-Hsuan Chu, Vukasin M Jovanovic, Yeliz Gedik, Yogita Jethmalani, Charles Bonney, Elena Barnaeva and 8 more

Open access · goldAbstract read
In one paragraph

Article in Stem cell reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
43citing papers in PubMed, 1 pooled it
4.3field-weighted citation impact, top 5% of its field
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

43 citing papers in PubMed, 1 synthesis or guideline pooled it, 66 citations in OpenAlex.

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  10. Advancements in theFrontiers in toxicology · 2025
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

18 authors at 1 institution in 1 country.

Carlos A TristanNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Pinar OrmanogluNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Jaroslav SlameckaNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Claire MalleyNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Pei-Hsuan ChuNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Vukasin M JovanovicNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Yeliz GedikNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Yogita JethmalaniNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Charles BonneyNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Elena BarnaevaNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
John BraistedNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Sunil K MallannaNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Dorjbal DorjsurenNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Michael J IannottiNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Ty C VossNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Sam MichaelNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Anton SimeonovNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA.
Ilyas SingeçNational Center for Advancing Translational Sciences (NCATS), Division of Preclinical Innovation (DPI), Stem Cell Translation Laboratory (SCTL), National Institutes of Health (NIH), 9800 Medical Center Drive, Rockville, MD 20850, USA. Electronic address: ilyas.singec@nih.gov.
National Center for Advancing Translational Sciences · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Efficient translation of human induced pluripotent stem cells (hiPSCs) requires scalable cell manufacturing strategies for optimal self-renewal and functional differentiation. Traditional manual cell culture is variable and labor intensive, posing challenges for high-throughput applications. Here, we established a robotic platform and automated all essential steps of hiPSC culture and differentiation under chemically defined conditions. This approach allowed rapid and standardized manufacturing of billions of hiPSCs that can be produced in parallel from up to 90 different patient- and disease-specific cell lines. Moreover, we established automated multi-lineage differentiation and generated functional neurons, cardiomyocytes, and hepatocytes. To validate our approach, we compared robotic and manual cell culture operations and performed comprehensive molecular and cellular characterizations (e.g., single-cell transcriptomics, mass cytometry, metabolism, electrophysiology) to benchmark industrial-scale cell culture operations toward building an integrated platform for efficient cell manufacturing for disease modeling, drug screening, and cell therapy.

Indexed as

Cell DifferentiationRoboticsAutomationCell Culture TechniquesCell LineageCells, CulturedEmbryoid BodiesHepatocytesHuman Embryonic Stem CellsHumansInduced Pluripotent Stem CellsMyocytes, CardiacNeuronsReference StandardsRNA-SeqSingle-Cell Analysisbiomanufacturingcell differentiationCEPT cocktailhigh-throughputiPS cellmass cytometryrobotic cell culturesingle-cell transcriptomicsstandardization

Identifiers

PMID34861164
PMCPMC8693769
OpenAlexW3215794551

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.