TY - JOUR
T1 - Software Tool for Automatic Quantification of Sarcomere Length and Organization in Fixed and Live 2D and 3D Muscle Cell Cultures In Vitro
AU - Stein, Jeroen M.
AU - Arslan, Ulgu
AU - Franken, Marnix
AU - de Greef, Jessica C.
AU - E. Harding, Sian
AU - Mohammadi, Neda
AU - Orlova, Valeria V.
AU - Bellin, Milena
AU - Mummery, Christine L.
AU - van Meer, Berend J.
N1 - Funding Information:
This research received support from the Netherlands Organ-on-Chip Initiative, an NWO Gravitation project funded by the Ministry of Education, Culture, and Science of the government of The Netherlands (024.003.001), from the Transnational Research Project on Cardiovascular Diseases (JTC2016_FP-40-021 ACM-HF), and from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreements n° 885469/ “ACQUIRE” and ERC-CoG 101001746 Mini-HEART). The Allen Cell Collection, available from Coriell Institute for Medical Research, provided materials. We thank Dr. Matthew Birket and Prof. Godfrey Smith for distribution of imaging datasets, and Prof. Dr. Jeff Saucerman for useful discussions.
Funding Information:
This research received support from the Netherlands Organ‐on‐Chip Initiative, an NWO Gravitation project funded by the Ministry of Education, Culture, and Science of the government of The Netherlands (024.003.001), from the Transnational Research Project on Cardiovascular Diseases (JTC2016_FP‐40‐021 ACM‐HF), and from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation program (grant agreements n° 885469/ “ACQUIRE” and ERC‐CoG 101001746 Mini‐HEART). The Allen Cell Collection, available from Coriell Institute for Medical Research, provided materials. We thank Dr. Matthew Birket and Prof. Godfrey Smith for distribution of imaging datasets, and Prof. Dr. Jeff Saucerman for useful discussions.
Publisher Copyright:
© 2022 The Authors. Current Protocols published by Wiley Periodicals LLC.
PY - 2022/7
Y1 - 2022/7
N2 - Sarcomeres are the structural units of the contractile apparatus in cardiac and skeletal muscle cells. Changes in sarcomere characteristics are indicative of changes in the sarcomeric proteins and function during development and disease. Assessment of sarcomere length, alignment, and organization provides insight into disease and drug responses in striated muscle cells and models, ranging from cardiomyocytes and skeletal muscle cells derived from human pluripotent stem cells to adult muscle cells isolated from animals or humans. However, quantification of sarcomere length is typically time consuming and prone to user-specific selection bias. Automated analysis pipelines exist but these often require either specialized software or programming experience. In addition, these pipelines are often designed for only one type of cell model in vitro. Here, we present an easy-to-implement protocol and software tool for automated sarcomere length and organization quantification in a variety of striated muscle in vitro models: Two dimensional (2D) cardiomyocytes, three dimensional (3D) cardiac microtissues, isolated adult cardiomyocytes, and 3D tissue engineered skeletal muscles. Based on an existing mathematical algorithm, this image analysis software (SotaTool) automatically detects the direction in which the sarcomere organization is highest over the entire image and outputs the length and organization of sarcomeres. We also analyzed videos of live cells during contraction, thereby allowing measurement of contraction parameters like fractional shortening, contraction time, relaxation time, and beating frequency. In this protocol, we give a step-by-step guide on how to prepare, image, and automatically quantify sarcomere and contraction characteristics in different types of in vitro models and we provide basic validation and discussion of the limitations of the software tool.
AB - Sarcomeres are the structural units of the contractile apparatus in cardiac and skeletal muscle cells. Changes in sarcomere characteristics are indicative of changes in the sarcomeric proteins and function during development and disease. Assessment of sarcomere length, alignment, and organization provides insight into disease and drug responses in striated muscle cells and models, ranging from cardiomyocytes and skeletal muscle cells derived from human pluripotent stem cells to adult muscle cells isolated from animals or humans. However, quantification of sarcomere length is typically time consuming and prone to user-specific selection bias. Automated analysis pipelines exist but these often require either specialized software or programming experience. In addition, these pipelines are often designed for only one type of cell model in vitro. Here, we present an easy-to-implement protocol and software tool for automated sarcomere length and organization quantification in a variety of striated muscle in vitro models: Two dimensional (2D) cardiomyocytes, three dimensional (3D) cardiac microtissues, isolated adult cardiomyocytes, and 3D tissue engineered skeletal muscles. Based on an existing mathematical algorithm, this image analysis software (SotaTool) automatically detects the direction in which the sarcomere organization is highest over the entire image and outputs the length and organization of sarcomeres. We also analyzed videos of live cells during contraction, thereby allowing measurement of contraction parameters like fractional shortening, contraction time, relaxation time, and beating frequency. In this protocol, we give a step-by-step guide on how to prepare, image, and automatically quantify sarcomere and contraction characteristics in different types of in vitro models and we provide basic validation and discussion of the limitations of the software tool.
KW - cardiomyocytes
KW - sarcomere length
KW - sarcomere organization
KW - skeletal muscle
KW - software tool
KW - stem cells
UR - http://www.scopus.com/inward/record.url?scp=85133244795&partnerID=8YFLogxK
U2 - 10.1002/cpz1.462
DO - 10.1002/cpz1.462
M3 - Article
C2 - 35789134
AN - SCOPUS:85133244795
VL - 2
JO - Current Protocols
JF - Current Protocols
SN - 2691-1299
IS - 7
M1 - e462
ER -