Evidence map›Paper›PMID 37695908›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Virtual blebbistatin: A robust and rapid software approach to motion artifact removal in optical mapping of cardiomyocytes.

Louis G Woodhams, Jingxuan Guo, David Schuftan, John J Boyle, Kenneth M Pryse, Elliot L Elson, Nathaniel Huebsch, Guy M Genin

Open access · hybridAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.5field-weighted citation impact, top 10% 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

9 citing papers in PubMed, 7 citations in OpenAlex.

  1. Article
  2. Fluorescence-lifetime optical electrophysiology in contracting cardiomyocytes.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Evaluation of novel open-source software for cardiac optical mapping.Journal of molecular and cellular cardiology plus · 2024
    Article
  6. Dynamic control of contractile resistance to iPSC-derived micro-heart muscle arrays.Journal of biomedical materials research. Part A · 2024
    Article
  7. Synchronous force and CaCommunications biology · 2024
    Article
  8. Optical mapping and optogenetics in cardiac electrophysiology research and therapy: a state-of-the-art review.Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology · 2024
    Review
  9. Paralysis by analysis: Overcoming cardiac contraction with computer vision.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

Louis G Woodhams *Department of Mechanical Engineering and Material Science, Washington University in Saint Louis, St. Louis, MO 63130.
Jingxuan Guo *Department of Mechanical Engineering and Material Science, Washington University in Saint Louis, St. Louis, MO 63130.
David SchuftanDepartment of Biomedical Engineering, Washington University in Saint Louis, St. Louis, MO 63130.
John J BoyleDepartment of Biomedical Engineering, Washington University in Saint Louis, St. Louis, MO 63130.
Kenneth M PryseDepartment of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110.
Elliot L Elson *Department of Biochemistry and Molecular Biophysics, Washington University School of Medicine, St. Louis, MO 63110.
Nathaniel Huebsch *Department of Biomedical Engineering, Washington University in Saint Louis, St. Louis, MO 63130.
Guy M Genin *Department of Mechanical Engineering and Material Science, Washington University in Saint Louis, St. Louis, MO 63130.
Washington University in St. Louis · US

Funding

Strain Analysis Software for Open ScienceR01AR077793 · NIAMS · WASHINGTON UNIVERSITY · PI Guy M Genin, Stavros Thomopoulos · 2020 to 2026
$5.2M
Biomaterial Platforms to Model the Role of Mechanical Overload in MYBPC3-Linked Hypertrophic CardiomyopathyR01HL159094 · NHLBI · WASHINGTON UNIVERSITY · PI HUEBSCH, NATHANIEL · 2021 to 2025
$2.0M
NHLBI NIH HHS R01 HL159094NIAMS NIH HHS R01 AR077793
6 · The paper itself

Abstract

Fluorescent reporters of cardiac electrophysiology provide valuable information on heart cell and tissue function. However, motion artifacts caused by cardiac muscle contraction interfere with accurate measurement of fluorescence signals. Although drugs such as blebbistatin can be applied to stop cardiac tissue from contracting by uncoupling calcium-contraction, their usage prevents the study of excitation-contraction coupling and, as we show, impacts cellular structure. We therefore developed a robust method to remove motion computationally from images of contracting cardiac muscle and to map fluorescent reporters of cardiac electrophysiological activity onto images of undeformed tissue. When validated on cardiomyocytes derived from human induced pluripotent stem cells (iPSCs), in both monolayers and engineered tissues, the method enabled efficient and robust reduction of motion artifact. As with pharmacologic approaches using blebbistatin for motion removal, our algorithm improved the accuracy of optical mapping, as demonstrated by spatial maps of calcium transient decay. However, unlike pharmacologic motion removal, our computational approach allowed direct analysis of calcium-contraction coupling. Results revealed calcium-contraction coupling to be more uniform across cells within engineered tissues than across cells in monolayer culture. The algorithm shows promise as a robust and accurate tool for optical mapping studies of excitation-contraction coupling in heart tissue.

Indexed as

Induced Pluripotent Stem CellsMyocytes, CardiacArtifactsCalciumCalcium, DietaryColoring AgentsHeterocyclic Compounds, 4 or More RingsHumansSoftwareblebbistatinCalciumCalcium, DietaryColoring AgentsHeterocyclic Compounds, 4 or More Ringscalciumcardiac arrhythmiaimage warpingmotion artifactstrain mapping

Identifiers

PMID37695908
PMCPMC10515162
OpenAlexW4386590205

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.