Evidence map›Paper›PMID 33843289›Full record

ArticleTissue engineering. Part C, Methods2021

Rational, Unbiased Selection of Reference Genes for Pluripotent Stem Cell-Derived Cardiomyocytes.

Aaron D Simmons, Sean P Palecek

Abstract read
In one paragraph

Article in Tissue engineering. Part C, Methods, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

2 authors.

Aaron D SimmonsDepartment of Chemical and Biological Engineering, University of Wisconsin, Madison, Wisconsin.
Sean P PalecekDepartment of Chemical and Biological Engineering, University of Wisconsin, Madison, Wisconsin.

Funding

BIOTECHNOLOGY TRAINING PROGRAMT32GM008349 · NIGMS · UNIVERSITY OF WISCONSIN-MADISON · PI FOX, BRIAN G · 1989 to 2019
$22.5M
Regulating human pluripotent stem cell differentiation by colony confinementR01EB007534 · NIBIB · UNIVERSITY OF WISCONSIN-MADISON · PI PALECEK, SEAN P · 2007 to 2019
$4.1M
A Multi-Omics Approach to Discover Metabolic Critical Quality Attributes for Cardiomyocyte BiomanufacturingR01HL148059 · NHLBI · UNIVERSITY OF WISCONSIN-MADISON · PI PALECEK, SEAN P · 2019 to 2022
$1.5M
NHLBI NIH HHS R01 HL148059NIBIB NIH HHS R01 EB007534NIGMS NIH HHS T32 GM008349
6 · The paper itself

Abstract

Reverse transcription, quantitative polymerase chain reaction (RT-qPCR) is a powerful technique to quantify gene expression by transcript abundance. Expression of target genes is normalized to expression of stable reference genes to account for sample preparation variability. Thus, the identification and validation of stably expressed reference genes is crucial for making accurate, quantitative, statistical conclusions in gene expression studies. Traditional housekeeping genes identified decades ago based on high and relatively stable expression are often used, although many have shown these to not be valid, particularly in highly dynamic systems such as stem cell differentiation. In this study we outline a rational approach to identify stable reference genes valid throughout human pluripotent stem cell (hPSC) differentiation to hPSC-derived cardiomyocytes (hPSC-CMs). Several publicly available transcriptomic data sets were analyzed to identify genes with low variability in expression throughout differentiation. These putative novel reference genes were subsequently validated in RT-qPCR analyses to assess their stability under various perturbations, including maturation during extended culture, lactate purification, and various differentiation efficiencies. Expression in hPSC-CMs was also compared with whole human heart tissue. A core set of three novel reference genes (

Indexed as

Myocytes, CardiacPluripotent Stem CellsCell DifferentiationGenes, EssentialHumansReal-Time Polymerase Chain ReactionReference Standardscardiomyocytehuman pluripotent stem cellreference geneRT-qPCRstem cell differentiationtemporally stable gene expression

Identifiers

PMID33843289
PMCPMC8140355

What OpenQuestion holds

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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.