SlideShare ist ein Scribd-Unternehmen logo
1 von 56
Downloaden Sie, um offline zu lesen
A Comprehensive How-To
Demonstration of Higher
Throughput Excitation-Contraction
Coupling Investigations
Michiel Helmes, PhD
Co-CEO
IonOptix
Diederik Kuster, PhD
Assistant Professor
Department of Physiology
Amsterdam UMC
Experts present best practices and new techniques
in high-content, higher throughput investigations of
excitation-contraction coupling in isolated
cardiomyocytes
A Comprehensive How-To
Demonstration of Higher
Throughput Excitation-Contraction
Coupling Investigations
A Comprehensive How-To
Demonstration of Higher
Throughput Excitation-Contraction
Coupling Investigations
Michiel Helmes, PhD
Co-CEO
IonOptix
Copyright 2020 M. Helmes and InsideScientific. All Rights Reserved.
What 1 day of work can look like
Mouse N=1 ,n =25
Overview of the webinar
• Introduction
• Isolated cardiac myocytes as research model
• Importance and necessity of HTS in cardiac research
• Timeline of a typical full experiment
• Cardiomyocyte isolation
• Data acquisition
• Data analysis
• Simplified data export and plotting
• Example of published results
1970s: first successful
isolation of calcium tolerant
intact myocytes.
For reference, see Brady, in
PHYSIOLOGICAL REVIEWS Vol.
71, No. 2, 1991
Powell ‘76
Cardiac myocytes: the smallest functional unit of the heart
What Contractility and Calcium tell us
about cardiac physiology
Interrogating several targetable elements involved in pathophysiological processes
Eisner et al 2017
The Technique Is Well-established But There
Are Pros And Cons
Pros
• It is a great assay to study whether drugs, disease, or mutations
influencing excitation contraction coupling
Cons
• Quality of cell isolation has a strong effect on results
• Cell numbers: Throughput is too low to detect subtle differences and
too low to screen compounds
• Conventional methods are time consuming
• Conflict between reducing the number of animals while needing to increase n
• Impactful with large animal (ex. porcine, canine models)
• Ability to screen a higher number of compounds or treatment combinations
• Reduce cost of testing compounds and refined pathway targeting
• Advanced Statistics
• Look at the distribution in a population, cluster analysis → Sikkel et al 2017
Importance and necessity of increased throughput in
cardiac myocyte research
Effect of Automation on a project
• Improved throughput
• Computers don’t get tired
• Rapid repeated time points
• Taking out experimenter bias
• Blinded experiments by default
• Automated analysis
• Rapid feedback allowing to correct a
project
Data acquisition using the MultiCell HTS
• Fast measurements at 250 Hz
• Sarcomere and Fura-2 AM
• Real time image processing: WYSIWYG
• Fast movement of objective not of sample
• No moving solutions, 50ms to next field of view
• Light tight and temperature controlled
• Fully automated cell finding
• >80% good measurements
• Can be adapted to several different dyes
Simultaneous High-throughput Ca2+, Voltage
And Contractile Measurements
Wistar rats, Rhod-2/AM + FluoVolt
Full case study available at ionoptix.com
Data courtesy of Patrick Schönleitner, IonOptix
A project in a day
Monday Tuesday Wednesday Thursday Friday Saturday
Morning Planning experiments 1st Isolation 2nd Isolation
Analysis, graphing and
writing
Travel Conference
Afternoon Preparing solutions MultiCell MultiCell
Finishing touches and
printing
Timeline of a typical experiment
• 9:00 isolation
• Preparation of solutions, setting up equipment, isolation proper
• 11:30 Cell Plating
• Setting up MultiCell and Pump System
• 12:30 Cells Ready for Loading
• Preparing the system, perfusion and dye loading
• 13:15 Dish 1: poor loading, redo the loading dish 2
• 14:00 Dish 2: still not great but…
• Measure 25 cells with manual selection →12 min
• Add isoproterenol incubate 1min
• Measure again → 5 min
• 15:00 – 17:00 Dish 3 & 4 cells start to deteriorate
• 17:00 – 17:30 Data analysis and graphing
Timeline of a typical experiment, again
• 9:00 isolation
• Preparation of solutions, setting up equipment, isolation proper
• 11:30 Cell Plating
• Setting up MultiCell and Pump System
• 12:30 Cells Ready for Loading
• Preparing the system, perfusion and dye loading
• 13:15 Dish 1: poor loading
• 14:00 Dish 2: somewhat better loading
• 14:30 Dish 3: victory, good loading (Fura-4)
• 15:15 Dish 4: good loading again, Fura-2 LR
• 16:00 – 16:30 Data analysis and graphing
Murine heart isolation
Getting system ready
Getting system ready
Getting system ready
Getting system ready
Start of measurements with
manual selection of cells Dish 2
Start of measurements with
manual selection of cells Dish 2
Automatic repeated measures after incubation
with 50nM Iso Dish 2
Automatic repeated measures after incubation
with 50nM Iso Dish 2
What the real time measurement looks like
Manually find and record 25 cells + background = 12 min Re-record = 3 min
Add Iso 50nM
2 1/2 min incubationPause in recording
Data analysis and graphing
Data analysis and graphing
Can we do >1000 myocytes/day?
• Non-repeated measures, decent quality cells, proper density plating, 5
seconds measurements: 18 seconds per cell (on average 13 sec for cell
finding)
• Theoretically 200 cells per hour
• Overhead (dish changes, compound addition, etc) reduces this number
• In practice 125-150 cells per hour
• For murine myocytes, no calcium, we now average 1000 cells/day
High-throughput Ca2+ And Contractile Measurements
In Large Animals
Full case study available at ionoptix.com
Large Animal (N=2, n=91), Fura-2/AM
Multicell Lite =
Classical C&C
+ motorized stage
+ same software as MultiCell
Juni et al 2019 Effect of Empagliflozin on Endothelial Cell-Cardiomyocyte Interaction
1st Published Results Using High-Throughput System
%ShortBaseline Contra V Relax V T to Peak 50% relax Tau
Large-Scale Contractility Measurements
Reveal Large Atrioventricular and Subtle
Interventricular Differences in Cultured
Unloaded Rat Cardiomyocytes
2.4 mM Omecamtiv Mecarbil
Approaches to High-Throughput
Analysis of Cardiomyocyte Contractility
• HTS increases the yield per animal
• Reduces number of animals needed
• Allows new experimental strategies, compound testing
• Rapid feedback on project progress
• Cell preparation is still the main limiting step requiring expertise and
experience
Summary
Next…
• Support for multiwell dishes
• Full climate control
• iPSC derived cardiomyocytes
• Cloud based version of analysis
Next…
Application of MultiCell
Measurements
Copyright 2020 D. Kuster and InsideScientific. All Rights Reserved.
P H Y S I O LO G Y
Diederik Kuster, PhD
Assistant Professor
Department of Physiology
Amsterdam UMC
Application of the MultiCell Measurements
• Parthenolide treatment in hypertrophic cardiomyopathy (traditional
approach)
• Contractile differences between CMs from different regions from the
heart (initial foray into large scale measurements)
• Unbiased approach to identify modulators of contraction/relaxation
(compound screening)
Hypertrophic cardiomyopathy
• HCM has a prevalence of 1:200-500
• Hypertrophy AND diastolic dysfunction
• Caused by mutations in sarcomere proteins but pathophysiology is
poorly understood
• Approach: proteomics on tissue from large patient cohort
Results
• Microtubule remodeling was one of
the key hits
• Large upregulation of detyrosinated
tubulin
• DetyrTub can contribute to
increased myofilament stiffness
(Prosser lab, Ward lab)
Parthenolide treatment
• PTL blocks tubulin detyrosination
• Approach: incubate CMs isolated from HCM mouse model
(MYBPC3c.2737INSG) with PTL and measure contractility and CaT
PTL treatment improves relaxation, but does not change Ca-reuptake
N = 4 WT (n = 191 DMSO, 99 PTL)
N = 6 HCM (n = 169 DMSO, 123 PTL)
Data from: Schuldt M, .., Kuster. Circulation HF 2020 in press
Interventricular differences in contraction/relaxation of CMs from healthy rats
• Goal: use MultiCell measurements to establish if LV, RV, IVS and atrial
cardiomyocytes are inherently different
• Approach: Langendorff digestion (n=5) with liberase, separate into
different regions before tritutation. Plate in separate laminin coated
35 mm dishes
• Pacing at 2Hz
Workflow and cell inclusion
Atrial CMs are clearly different, only subtle differences between ventricular CMs
Accurate sample size estimations
Identify modulators of contraction/relaxation
• Goal: identify novel modulators of contraction/relaxation using
unbiased approach
• Approach: use compound library (160 kinase inhibitors) to test effect
on adult mouse cardiomyocytes
• Each compound is initially tested in 2 animals (aim for 30
cells/compound/animal). Positive hits are screened further
Technical challenges to overcome
• Activation of wide array of signaling molecules
• How many control measurements to include?
• Run down during a measurement day?
Technical approach
• Use two 24 well plate (laminin coated) per day (coat half the wells)
• Plate cells in plating medium (containing 5% FBS)
• Exchange to tyrode after ≥1 hour
• Measure at 37°C ± 0.5°
• Measure max 15 minutes per well
• Randomize compounds (use blinding)
Activation of signaling cascades
• Testing agonists is clear-cut, but antagonists need activated signaling
• Solution: use 2% serum
Control Isoproterenol Propanolol
0
5
10
15
Fractionalshortening(%)
Control Isoproterenol Propranolol
0
5
10
15
Fractionalshortening(%)
In tyrode + 2% FBS
Data from 1 measurement day
(1056 cells measured, 783 cells included in analysis)
1
C
on
1
2
3
C
on
2
4
5
C
on
3
6
7
C
on
4
8
9
C
on
5
10
11
C
on
6
12
13
C
on
7
14
15
C
on
8
16
0
2
4
6
8
Fractionalshortening(%)
Plate 1 Plate 2
Solution: normalize to neighboring control
Initial screening data
(each compound measured twice, 21 measurement days)
1
6
11
16
21
26
31
36
41
46
51
56
61
66
71
76
81
86
91
96101106111116121126131136141146151156
0.2
0.4
0.6
0.8
1.0
1.2
1.4
1.6
1.8
Normalizedfractionalshortening
SGK1
Conclusions
• Large scale measurements are feasible
• 24 well format has considerable advantages
• First large scale compound screening for contraction/relaxation is in
progress
• Pay attention to experimental artefacts and curate your data well
VU Medical Center:
• Maike Schuldt
• Prof. Jolanda van der Velden
• Valentijn Jansen
Acknowledgements
IonOptix:
• Tom Udale
• Sander de Wit
• Patrick Schoenleitner
• Emmy Manders
• Adam Veteto
• Johny Pires
Thank you for participating!
Michiel Helmes, PhD
Co-CEO
IonOptix
Diederik Kuster, PhD
Assistant Professor
Department of Physiology
Amsterdam UMC
CLICK HERE to learn more and
watch the webinar
Thank you for participating!
Before you go…
1. Complete the Survey – we’d love to get
your feedback
2. Still have questions? Use the Ask a
Question panel
3. Interested in learning more? Explore the
Resources or visit www.ionoptix.com

Weitere ähnliche Inhalte

Was ist angesagt?

Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...
Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...
Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...InsideScientific
 
Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...
Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...
Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...InsideScientific
 
Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...
Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...
Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...InsideScientific
 
How To Study Structural and Functional Properties of Tendon
How To Study Structural and Functional Properties of TendonHow To Study Structural and Functional Properties of Tendon
How To Study Structural and Functional Properties of TendonInsideScientific
 
Advancements in Wireless Technology for Single Unit Electrophysiology Recording
Advancements in Wireless Technology for Single Unit Electrophysiology RecordingAdvancements in Wireless Technology for Single Unit Electrophysiology Recording
Advancements in Wireless Technology for Single Unit Electrophysiology RecordingInsideScientific
 
Cytell Cell Imaging System
Cytell Cell Imaging SystemCytell Cell Imaging System
Cytell Cell Imaging SystemGary Sarkis
 
Don't Miss a Beat: Understanding Continuous, Real Time Physiologic Monitoring
Don't Miss a Beat:  Understanding Continuous, Real Time Physiologic MonitoringDon't Miss a Beat:  Understanding Continuous, Real Time Physiologic Monitoring
Don't Miss a Beat: Understanding Continuous, Real Time Physiologic MonitoringInsideScientific
 
Telemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry Systems
Telemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry SystemsTelemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry Systems
Telemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry SystemsInsideScientific
 
Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...
Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...
Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...InsideScientific
 
Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...
Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...
Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...InsideScientific
 
Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...
Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...
Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...InsideScientific
 
Noninvasive, Automated Measurement of Sleep, Wake and Breathing in Rodents
Noninvasive, Automated Measurement of Sleep, Wake and Breathing in RodentsNoninvasive, Automated Measurement of Sleep, Wake and Breathing in Rodents
Noninvasive, Automated Measurement of Sleep, Wake and Breathing in RodentsInsideScientific
 
The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...
The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...
The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...InsideScientific
 
Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...
Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...
Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...InsideScientific
 
A simple instrumentation system for separation of whole blood components usin...
A simple instrumentation system for separation of whole blood components usin...A simple instrumentation system for separation of whole blood components usin...
A simple instrumentation system for separation of whole blood components usin...eSAT Publishing House
 
EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...
EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...
EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...InsideScientific
 
Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...
Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...
Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...InsideScientific
 
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...InsideScientific
 
Final Poster_Jung_Shin_Jin
Final Poster_Jung_Shin_JinFinal Poster_Jung_Shin_Jin
Final Poster_Jung_Shin_JinXincheng Jin
 
High Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid SequencingHigh Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid SequencingPerkinElmer, Inc.
 

Was ist angesagt? (20)

Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...
Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...
Wireless Recording and Stimulation Technologies for in vivo Electrophysiology...
 
Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...
Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...
Employing Electrophysiology and Optogenetics to Measure and Manipulate Neuron...
 
Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...
Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...
Freedom: The Promise of Telemetry Revisited - Stellar Telemetry Webinar (TSE ...
 
How To Study Structural and Functional Properties of Tendon
How To Study Structural and Functional Properties of TendonHow To Study Structural and Functional Properties of Tendon
How To Study Structural and Functional Properties of Tendon
 
Advancements in Wireless Technology for Single Unit Electrophysiology Recording
Advancements in Wireless Technology for Single Unit Electrophysiology RecordingAdvancements in Wireless Technology for Single Unit Electrophysiology Recording
Advancements in Wireless Technology for Single Unit Electrophysiology Recording
 
Cytell Cell Imaging System
Cytell Cell Imaging SystemCytell Cell Imaging System
Cytell Cell Imaging System
 
Don't Miss a Beat: Understanding Continuous, Real Time Physiologic Monitoring
Don't Miss a Beat:  Understanding Continuous, Real Time Physiologic MonitoringDon't Miss a Beat:  Understanding Continuous, Real Time Physiologic Monitoring
Don't Miss a Beat: Understanding Continuous, Real Time Physiologic Monitoring
 
Telemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry Systems
Telemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry SystemsTelemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry Systems
Telemetry 101: Exploring the New ADInstruments’ Small Animal Telemetry Systems
 
Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...
Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...
Gold Standard Physiological Measurements and Novel Drug Delivery Methods - Se...
 
Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...
Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...
Utilizing Heart Rate Variability (HRV) for Preclinical Evaluation of Cardiova...
 
Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...
Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...
Utilizing Noninvasive Blood Flow Velocity Measurements for Cardiovascular Phe...
 
Noninvasive, Automated Measurement of Sleep, Wake and Breathing in Rodents
Noninvasive, Automated Measurement of Sleep, Wake and Breathing in RodentsNoninvasive, Automated Measurement of Sleep, Wake and Breathing in Rodents
Noninvasive, Automated Measurement of Sleep, Wake and Breathing in Rodents
 
The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...
The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...
The Future of Metabolic Phenotyping Using data bandwidth to maximize N, analy...
 
Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...
Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...
Studying Retinal Function in Large Animals: Laser-Induced Choroidal Neovascul...
 
A simple instrumentation system for separation of whole blood components usin...
A simple instrumentation system for separation of whole blood components usin...A simple instrumentation system for separation of whole blood components usin...
A simple instrumentation system for separation of whole blood components usin...
 
EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...
EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...
EEG and Telemetry: Best Practices for Managing Large Data Sets to Investigate...
 
Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...
Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...
Employing Acoustic, Tactile and PPI Startle Response Procedures in Rodent Beh...
 
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
Cerebral Open Flow Microperfusion (cOFM) for in vivo Cerebral Fluid Sampling ...
 
Final Poster_Jung_Shin_Jin
Final Poster_Jung_Shin_JinFinal Poster_Jung_Shin_Jin
Final Poster_Jung_Shin_Jin
 
High Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid SequencingHigh Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid Sequencing
 

Ähnlich wie A Comprehensive How-To Demonstration of Higher Throughput Excitation-Contraction Coupling Investigations

Quanterix Long Sales Presentation_SK
Quanterix Long Sales Presentation_SKQuanterix Long Sales Presentation_SK
Quanterix Long Sales Presentation_SKSteve Klose
 
Experimental Design for Chronic Telemetry Studies
Experimental Design for Chronic Telemetry StudiesExperimental Design for Chronic Telemetry Studies
Experimental Design for Chronic Telemetry StudiesScintica Instrumentation
 
Biopta company presentation
Biopta company presentationBiopta company presentation
Biopta company presentationBiopta Inc.
 
Chase presentation
Chase presentationChase presentation
Chase presentationReza Sadeghi
 
Flow Cytometry - basics, principles and applications
Flow Cytometry - basics, principles and applicationsFlow Cytometry - basics, principles and applications
Flow Cytometry - basics, principles and applicationsAnkit Raiyani
 
MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...
MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...
MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...Medicines Discovery Catapult
 
High Throughput Screening drugg discovery.pdf
High Throughput Screening drugg discovery.pdfHigh Throughput Screening drugg discovery.pdf
High Throughput Screening drugg discovery.pdfsayedjannatfatema72
 
Dr. Amy Managh, Loughborough University
Dr. Amy Managh, Loughborough UniversityDr. Amy Managh, Loughborough University
Dr. Amy Managh, Loughborough UniversityTrinity College Dublin
 
Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...
Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...
Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...InsideScientific
 
An Introduction to Isolated Langendorff Heart: Experimental Considerations an...
An Introduction to Isolated Langendorff Heart: Experimental Considerations an...An Introduction to Isolated Langendorff Heart: Experimental Considerations an...
An Introduction to Isolated Langendorff Heart: Experimental Considerations an...InsideScientific
 
flowcytometry-basic principle of flowcyto
flowcytometry-basic principle of flowcytoflowcytometry-basic principle of flowcyto
flowcytometry-basic principle of flowcytoDr. Ajit Surya Singh
 
Laser scanning cytometry and liquid based cytology
Laser scanning cytometry and liquid based cytologyLaser scanning cytometry and liquid based cytology
Laser scanning cytometry and liquid based cytologyanaonline
 
High Throughput Screening for ARV Drugs in HIV Prevention Studies
High Throughput Screening for ARV Drugs in HIV Prevention StudiesHigh Throughput Screening for ARV Drugs in HIV Prevention Studies
High Throughput Screening for ARV Drugs in HIV Prevention StudiesHopkinsCFAR
 
Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5stanislas547
 
Flow cytometry in cell biology
Flow cytometry in cell biologyFlow cytometry in cell biology
Flow cytometry in cell biologyAmani Riyadh
 

Ähnlich wie A Comprehensive How-To Demonstration of Higher Throughput Excitation-Contraction Coupling Investigations (20)

Quanterix Long Sales Presentation_SK
Quanterix Long Sales Presentation_SKQuanterix Long Sales Presentation_SK
Quanterix Long Sales Presentation_SK
 
Experimental Design for Chronic Telemetry Studies
Experimental Design for Chronic Telemetry StudiesExperimental Design for Chronic Telemetry Studies
Experimental Design for Chronic Telemetry Studies
 
Tc ed wrap up
Tc ed wrap upTc ed wrap up
Tc ed wrap up
 
Biopta company presentation
Biopta company presentationBiopta company presentation
Biopta company presentation
 
Chase presentation
Chase presentationChase presentation
Chase presentation
 
Flow Cytometry - basics, principles and applications
Flow Cytometry - basics, principles and applicationsFlow Cytometry - basics, principles and applications
Flow Cytometry - basics, principles and applications
 
MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...
MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...
MDC Connects: Challenges of Opportunities of Complex Cell Models for Toxicity...
 
Deep Learning for EHR Data
Deep Learning for EHR DataDeep Learning for EHR Data
Deep Learning for EHR Data
 
High Throughput Screening drugg discovery.pdf
High Throughput Screening drugg discovery.pdfHigh Throughput Screening drugg discovery.pdf
High Throughput Screening drugg discovery.pdf
 
Dr. Amy Managh, Loughborough University
Dr. Amy Managh, Loughborough UniversityDr. Amy Managh, Loughborough University
Dr. Amy Managh, Loughborough University
 
Final_Presentation.pptx
Final_Presentation.pptxFinal_Presentation.pptx
Final_Presentation.pptx
 
Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...
Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...
Untether Your Data with EndoGear: Wireless Volumetric Blood Flow and Pressure...
 
An Introduction to Isolated Langendorff Heart: Experimental Considerations an...
An Introduction to Isolated Langendorff Heart: Experimental Considerations an...An Introduction to Isolated Langendorff Heart: Experimental Considerations an...
An Introduction to Isolated Langendorff Heart: Experimental Considerations an...
 
flowcytometry-basic principle of flowcyto
flowcytometry-basic principle of flowcytoflowcytometry-basic principle of flowcyto
flowcytometry-basic principle of flowcyto
 
Laser scanning cytometry and liquid based cytology
Laser scanning cytometry and liquid based cytologyLaser scanning cytometry and liquid based cytology
Laser scanning cytometry and liquid based cytology
 
High Throughput Screening for ARV Drugs in HIV Prevention Studies
High Throughput Screening for ARV Drugs in HIV Prevention StudiesHigh Throughput Screening for ARV Drugs in HIV Prevention Studies
High Throughput Screening for ARV Drugs in HIV Prevention Studies
 
Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5Sk microfluidics and lab on-a-chip-ch5
Sk microfluidics and lab on-a-chip-ch5
 
Flow cytometry
Flow cytometryFlow cytometry
Flow cytometry
 
Flow cytometry in cell biology
Flow cytometry in cell biologyFlow cytometry in cell biology
Flow cytometry in cell biology
 
Methods of Research
Methods of Research Methods of Research
Methods of Research
 

Mehr von InsideScientific

Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...
Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...
Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...InsideScientific
 
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...InsideScientific
 
Molecule Transport across Cell Membranes: Electrochemical Quantification at t...
Molecule Transport across Cell Membranes: Electrochemical Quantification at t...Molecule Transport across Cell Membranes: Electrochemical Quantification at t...
Molecule Transport across Cell Membranes: Electrochemical Quantification at t...InsideScientific
 
Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...
Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...
Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...InsideScientific
 
Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...
Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...
Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...InsideScientific
 
Longitudinal Plasma Samples: Paving the Way for Precision Oncology
Longitudinal Plasma Samples: Paving the Way for Precision OncologyLongitudinal Plasma Samples: Paving the Way for Precision Oncology
Longitudinal Plasma Samples: Paving the Way for Precision OncologyInsideScientific
 
Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...
Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...
Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...InsideScientific
 
How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...
How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...
How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...InsideScientific
 
Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...
Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...
Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...InsideScientific
 
Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...
Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...
Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...InsideScientific
 
Simple Tips to Significantly Improve Rodent Surgical Outcomes
 Simple Tips to Significantly Improve Rodent Surgical Outcomes Simple Tips to Significantly Improve Rodent Surgical Outcomes
Simple Tips to Significantly Improve Rodent Surgical OutcomesInsideScientific
 
Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...
Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...
Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...InsideScientific
 
Creating Better Gene-Edited Cell Lines with the FAST-HDR System
Creating Better Gene-Edited Cell Lines with the FAST-HDR SystemCreating Better Gene-Edited Cell Lines with the FAST-HDR System
Creating Better Gene-Edited Cell Lines with the FAST-HDR SystemInsideScientific
 
Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...
Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...
Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...InsideScientific
 
Designing Causal Inference Studies Using Real-World Data
Designing Causal Inference Studies Using Real-World DataDesigning Causal Inference Studies Using Real-World Data
Designing Causal Inference Studies Using Real-World DataInsideScientific
 
Social Media Data: Opportunities and Insights for Clinical Research
Social Media Data: Opportunities and Insights for Clinical ResearchSocial Media Data: Opportunities and Insights for Clinical Research
Social Media Data: Opportunities and Insights for Clinical ResearchInsideScientific
 
We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...
We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...
We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...InsideScientific
 
Antibody Discovery by Single B Cell Screening on Beacon®
Antibody Discovery by Single B Cell Screening on Beacon®Antibody Discovery by Single B Cell Screening on Beacon®
Antibody Discovery by Single B Cell Screening on Beacon®InsideScientific
 
Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...
Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...
Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...InsideScientific
 
Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...
Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...
Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...InsideScientific
 

Mehr von InsideScientific (20)

Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...
Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...
Next-Generation Safety Assessment Tools for Advancing In Vivo to In Vitro Tra...
 
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
A Ready-to-Analyze High-Plex Spatial Signature Development Workflow for Cance...
 
Molecule Transport across Cell Membranes: Electrochemical Quantification at t...
Molecule Transport across Cell Membranes: Electrochemical Quantification at t...Molecule Transport across Cell Membranes: Electrochemical Quantification at t...
Molecule Transport across Cell Membranes: Electrochemical Quantification at t...
 
Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...
Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...
Exploring Predictive Biomarkers and ERK1/2 Phosphorylation: A New Horizon in ...
 
Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...
Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...
Exploring Estrogen’s Role in Metabolism and the Use of 13C-Labeled Nutrients ...
 
Longitudinal Plasma Samples: Paving the Way for Precision Oncology
Longitudinal Plasma Samples: Paving the Way for Precision OncologyLongitudinal Plasma Samples: Paving the Way for Precision Oncology
Longitudinal Plasma Samples: Paving the Way for Precision Oncology
 
Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...
Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...
Fully Characterized, Standardized Human Induced Pluripotent Stem Cell Line an...
 
How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...
How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...
How to Create CRISPR-Edited T Cells More Efficiently for Tomorrow's Cell Ther...
 
Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...
Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...
Peripheral and Cerebral Vascular Responses Following High-Intensity Interval ...
 
Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...
Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...
Leveraging Programmable CRISPR-Associated Transposases for Next-Generation Ge...
 
Simple Tips to Significantly Improve Rodent Surgical Outcomes
 Simple Tips to Significantly Improve Rodent Surgical Outcomes Simple Tips to Significantly Improve Rodent Surgical Outcomes
Simple Tips to Significantly Improve Rodent Surgical Outcomes
 
Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...
Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...
Cardiovascular Autonomic Dysfunction in the Post-COVID Landscape: Detection a...
 
Creating Better Gene-Edited Cell Lines with the FAST-HDR System
Creating Better Gene-Edited Cell Lines with the FAST-HDR SystemCreating Better Gene-Edited Cell Lines with the FAST-HDR System
Creating Better Gene-Edited Cell Lines with the FAST-HDR System
 
Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...
Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...
Functional Recovery of the Musculoskeletal System Following Injury - Leveragi...
 
Designing Causal Inference Studies Using Real-World Data
Designing Causal Inference Studies Using Real-World DataDesigning Causal Inference Studies Using Real-World Data
Designing Causal Inference Studies Using Real-World Data
 
Social Media Data: Opportunities and Insights for Clinical Research
Social Media Data: Opportunities and Insights for Clinical ResearchSocial Media Data: Opportunities and Insights for Clinical Research
Social Media Data: Opportunities and Insights for Clinical Research
 
We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...
We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...
We Are More Than What We Eat Dietary Interventions Depend on Sex and Genetic ...
 
Antibody Discovery by Single B Cell Screening on Beacon®
Antibody Discovery by Single B Cell Screening on Beacon®Antibody Discovery by Single B Cell Screening on Beacon®
Antibody Discovery by Single B Cell Screening on Beacon®
 
Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...
Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...
Experimental Design Considerations to Optimize Chronic Cardiovascular Telemet...
 
Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...
Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...
Strategic Approaches to Age-Related Metabolic Insufficiency and Transition in...
 

Kürzlich hochgeladen

Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bSérgio Sacani
 
Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Nistarini College, Purulia (W.B) India
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoSérgio Sacani
 
Animal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxAnimal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxUmerFayaz5
 
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...Sérgio Sacani
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfmuntazimhurra
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real timeSatoshi NAKAHIRA
 
Cultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptxCultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptxpradhanghanshyam7136
 
Caco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorptionCaco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorptionPriyansha Singh
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCEPRINCE C P
 
Work, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE PhysicsWork, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE Physicsvishikhakeshava1
 
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSpermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSarthak Sekhar Mondal
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...RohitNehra6
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PPRINCE C P
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhousejana861314
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Patrick Diehl
 
Botany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdfBotany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdfSumit Kumar yadav
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...jana861314
 
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.aasikanpl
 

Kürzlich hochgeladen (20)

Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43bNightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
 
Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...Bentham & Hooker's Classification. along with the merits and demerits of the ...
Bentham & Hooker's Classification. along with the merits and demerits of the ...
 
Isotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on IoIsotopic evidence of long-lived volcanism on Io
Isotopic evidence of long-lived volcanism on Io
 
Animal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptxAnimal Communication- Auditory and Visual.pptx
Animal Communication- Auditory and Visual.pptx
 
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
All-domain Anomaly Resolution Office U.S. Department of Defense (U) Case: “Eg...
 
Biological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdfBiological Classification BioHack (3).pdf
Biological Classification BioHack (3).pdf
 
Grafana in space: Monitoring Japan's SLIM moon lander in real time
Grafana in space: Monitoring Japan's SLIM moon lander  in real timeGrafana in space: Monitoring Japan's SLIM moon lander  in real time
Grafana in space: Monitoring Japan's SLIM moon lander in real time
 
9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service
9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service
9953056974 Young Call Girls In Mahavir enclave Indian Quality Escort service
 
Cultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptxCultivation of KODO MILLET . made by Ghanshyam pptx
Cultivation of KODO MILLET . made by Ghanshyam pptx
 
Caco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorptionCaco-2 cell permeability assay for drug absorption
Caco-2 cell permeability assay for drug absorption
 
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCESTERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
STERILITY TESTING OF PHARMACEUTICALS ppt by DR.C.P.PRINCE
 
Work, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE PhysicsWork, Energy and Power for class 10 ICSE Physics
Work, Energy and Power for class 10 ICSE Physics
 
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatidSpermiogenesis or Spermateleosis or metamorphosis of spermatid
Spermiogenesis or Spermateleosis or metamorphosis of spermatid
 
Biopesticide (2).pptx .This slides helps to know the different types of biop...
Biopesticide (2).pptx  .This slides helps to know the different types of biop...Biopesticide (2).pptx  .This slides helps to know the different types of biop...
Biopesticide (2).pptx .This slides helps to know the different types of biop...
 
Artificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C PArtificial Intelligence In Microbiology by Dr. Prince C P
Artificial Intelligence In Microbiology by Dr. Prince C P
 
Orientation, design and principles of polyhouse
Orientation, design and principles of polyhouseOrientation, design and principles of polyhouse
Orientation, design and principles of polyhouse
 
Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?Is RISC-V ready for HPC workload? Maybe?
Is RISC-V ready for HPC workload? Maybe?
 
Botany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdfBotany 4th semester file By Sumit Kumar yadav.pdf
Botany 4th semester file By Sumit Kumar yadav.pdf
 
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
Traditional Agroforestry System in India- Shifting Cultivation, Taungya, Home...
 
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
Call Girls in Mayapuri Delhi 💯Call Us 🔝9953322196🔝 💯Escort.
 

A Comprehensive How-To Demonstration of Higher Throughput Excitation-Contraction Coupling Investigations

  • 1. A Comprehensive How-To Demonstration of Higher Throughput Excitation-Contraction Coupling Investigations Michiel Helmes, PhD Co-CEO IonOptix Diederik Kuster, PhD Assistant Professor Department of Physiology Amsterdam UMC
  • 2. Experts present best practices and new techniques in high-content, higher throughput investigations of excitation-contraction coupling in isolated cardiomyocytes A Comprehensive How-To Demonstration of Higher Throughput Excitation-Contraction Coupling Investigations
  • 3. A Comprehensive How-To Demonstration of Higher Throughput Excitation-Contraction Coupling Investigations Michiel Helmes, PhD Co-CEO IonOptix Copyright 2020 M. Helmes and InsideScientific. All Rights Reserved.
  • 4. What 1 day of work can look like Mouse N=1 ,n =25
  • 5. Overview of the webinar • Introduction • Isolated cardiac myocytes as research model • Importance and necessity of HTS in cardiac research • Timeline of a typical full experiment • Cardiomyocyte isolation • Data acquisition • Data analysis • Simplified data export and plotting • Example of published results
  • 6. 1970s: first successful isolation of calcium tolerant intact myocytes. For reference, see Brady, in PHYSIOLOGICAL REVIEWS Vol. 71, No. 2, 1991 Powell ‘76 Cardiac myocytes: the smallest functional unit of the heart
  • 7. What Contractility and Calcium tell us about cardiac physiology Interrogating several targetable elements involved in pathophysiological processes Eisner et al 2017
  • 8. The Technique Is Well-established But There Are Pros And Cons Pros • It is a great assay to study whether drugs, disease, or mutations influencing excitation contraction coupling Cons • Quality of cell isolation has a strong effect on results • Cell numbers: Throughput is too low to detect subtle differences and too low to screen compounds
  • 9. • Conventional methods are time consuming • Conflict between reducing the number of animals while needing to increase n • Impactful with large animal (ex. porcine, canine models) • Ability to screen a higher number of compounds or treatment combinations • Reduce cost of testing compounds and refined pathway targeting • Advanced Statistics • Look at the distribution in a population, cluster analysis → Sikkel et al 2017 Importance and necessity of increased throughput in cardiac myocyte research
  • 10. Effect of Automation on a project • Improved throughput • Computers don’t get tired • Rapid repeated time points • Taking out experimenter bias • Blinded experiments by default • Automated analysis • Rapid feedback allowing to correct a project
  • 11. Data acquisition using the MultiCell HTS • Fast measurements at 250 Hz • Sarcomere and Fura-2 AM • Real time image processing: WYSIWYG • Fast movement of objective not of sample • No moving solutions, 50ms to next field of view • Light tight and temperature controlled • Fully automated cell finding • >80% good measurements • Can be adapted to several different dyes
  • 12. Simultaneous High-throughput Ca2+, Voltage And Contractile Measurements Wistar rats, Rhod-2/AM + FluoVolt Full case study available at ionoptix.com Data courtesy of Patrick Schönleitner, IonOptix
  • 13. A project in a day Monday Tuesday Wednesday Thursday Friday Saturday Morning Planning experiments 1st Isolation 2nd Isolation Analysis, graphing and writing Travel Conference Afternoon Preparing solutions MultiCell MultiCell Finishing touches and printing
  • 14. Timeline of a typical experiment • 9:00 isolation • Preparation of solutions, setting up equipment, isolation proper • 11:30 Cell Plating • Setting up MultiCell and Pump System • 12:30 Cells Ready for Loading • Preparing the system, perfusion and dye loading • 13:15 Dish 1: poor loading, redo the loading dish 2 • 14:00 Dish 2: still not great but… • Measure 25 cells with manual selection →12 min • Add isoproterenol incubate 1min • Measure again → 5 min • 15:00 – 17:00 Dish 3 & 4 cells start to deteriorate • 17:00 – 17:30 Data analysis and graphing
  • 15. Timeline of a typical experiment, again • 9:00 isolation • Preparation of solutions, setting up equipment, isolation proper • 11:30 Cell Plating • Setting up MultiCell and Pump System • 12:30 Cells Ready for Loading • Preparing the system, perfusion and dye loading • 13:15 Dish 1: poor loading • 14:00 Dish 2: somewhat better loading • 14:30 Dish 3: victory, good loading (Fura-4) • 15:15 Dish 4: good loading again, Fura-2 LR • 16:00 – 16:30 Data analysis and graphing
  • 21. Start of measurements with manual selection of cells Dish 2
  • 22. Start of measurements with manual selection of cells Dish 2
  • 23. Automatic repeated measures after incubation with 50nM Iso Dish 2
  • 24. Automatic repeated measures after incubation with 50nM Iso Dish 2
  • 25. What the real time measurement looks like Manually find and record 25 cells + background = 12 min Re-record = 3 min Add Iso 50nM 2 1/2 min incubationPause in recording
  • 26. Data analysis and graphing
  • 27. Data analysis and graphing
  • 28. Can we do >1000 myocytes/day? • Non-repeated measures, decent quality cells, proper density plating, 5 seconds measurements: 18 seconds per cell (on average 13 sec for cell finding) • Theoretically 200 cells per hour • Overhead (dish changes, compound addition, etc) reduces this number • In practice 125-150 cells per hour • For murine myocytes, no calcium, we now average 1000 cells/day
  • 29. High-throughput Ca2+ And Contractile Measurements In Large Animals Full case study available at ionoptix.com Large Animal (N=2, n=91), Fura-2/AM Multicell Lite = Classical C&C + motorized stage + same software as MultiCell
  • 30. Juni et al 2019 Effect of Empagliflozin on Endothelial Cell-Cardiomyocyte Interaction 1st Published Results Using High-Throughput System
  • 31. %ShortBaseline Contra V Relax V T to Peak 50% relax Tau Large-Scale Contractility Measurements Reveal Large Atrioventricular and Subtle Interventricular Differences in Cultured Unloaded Rat Cardiomyocytes
  • 32. 2.4 mM Omecamtiv Mecarbil Approaches to High-Throughput Analysis of Cardiomyocyte Contractility
  • 33. • HTS increases the yield per animal • Reduces number of animals needed • Allows new experimental strategies, compound testing • Rapid feedback on project progress • Cell preparation is still the main limiting step requiring expertise and experience Summary
  • 34. Next… • Support for multiwell dishes • Full climate control • iPSC derived cardiomyocytes • Cloud based version of analysis
  • 36. Application of MultiCell Measurements Copyright 2020 D. Kuster and InsideScientific. All Rights Reserved. P H Y S I O LO G Y Diederik Kuster, PhD Assistant Professor Department of Physiology Amsterdam UMC
  • 37. Application of the MultiCell Measurements • Parthenolide treatment in hypertrophic cardiomyopathy (traditional approach) • Contractile differences between CMs from different regions from the heart (initial foray into large scale measurements) • Unbiased approach to identify modulators of contraction/relaxation (compound screening)
  • 38. Hypertrophic cardiomyopathy • HCM has a prevalence of 1:200-500 • Hypertrophy AND diastolic dysfunction • Caused by mutations in sarcomere proteins but pathophysiology is poorly understood • Approach: proteomics on tissue from large patient cohort
  • 39. Results • Microtubule remodeling was one of the key hits • Large upregulation of detyrosinated tubulin • DetyrTub can contribute to increased myofilament stiffness (Prosser lab, Ward lab)
  • 40. Parthenolide treatment • PTL blocks tubulin detyrosination • Approach: incubate CMs isolated from HCM mouse model (MYBPC3c.2737INSG) with PTL and measure contractility and CaT
  • 41. PTL treatment improves relaxation, but does not change Ca-reuptake N = 4 WT (n = 191 DMSO, 99 PTL) N = 6 HCM (n = 169 DMSO, 123 PTL) Data from: Schuldt M, .., Kuster. Circulation HF 2020 in press
  • 42. Interventricular differences in contraction/relaxation of CMs from healthy rats • Goal: use MultiCell measurements to establish if LV, RV, IVS and atrial cardiomyocytes are inherently different • Approach: Langendorff digestion (n=5) with liberase, separate into different regions before tritutation. Plate in separate laminin coated 35 mm dishes • Pacing at 2Hz
  • 43. Workflow and cell inclusion
  • 44. Atrial CMs are clearly different, only subtle differences between ventricular CMs
  • 45.
  • 46. Accurate sample size estimations
  • 47. Identify modulators of contraction/relaxation • Goal: identify novel modulators of contraction/relaxation using unbiased approach • Approach: use compound library (160 kinase inhibitors) to test effect on adult mouse cardiomyocytes • Each compound is initially tested in 2 animals (aim for 30 cells/compound/animal). Positive hits are screened further
  • 48. Technical challenges to overcome • Activation of wide array of signaling molecules • How many control measurements to include? • Run down during a measurement day?
  • 49. Technical approach • Use two 24 well plate (laminin coated) per day (coat half the wells) • Plate cells in plating medium (containing 5% FBS) • Exchange to tyrode after ≥1 hour • Measure at 37°C ± 0.5° • Measure max 15 minutes per well • Randomize compounds (use blinding)
  • 50. Activation of signaling cascades • Testing agonists is clear-cut, but antagonists need activated signaling • Solution: use 2% serum Control Isoproterenol Propanolol 0 5 10 15 Fractionalshortening(%) Control Isoproterenol Propranolol 0 5 10 15 Fractionalshortening(%) In tyrode + 2% FBS
  • 51. Data from 1 measurement day (1056 cells measured, 783 cells included in analysis) 1 C on 1 2 3 C on 2 4 5 C on 3 6 7 C on 4 8 9 C on 5 10 11 C on 6 12 13 C on 7 14 15 C on 8 16 0 2 4 6 8 Fractionalshortening(%) Plate 1 Plate 2 Solution: normalize to neighboring control
  • 52. Initial screening data (each compound measured twice, 21 measurement days) 1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 81 86 91 96101106111116121126131136141146151156 0.2 0.4 0.6 0.8 1.0 1.2 1.4 1.6 1.8 Normalizedfractionalshortening SGK1
  • 53. Conclusions • Large scale measurements are feasible • 24 well format has considerable advantages • First large scale compound screening for contraction/relaxation is in progress • Pay attention to experimental artefacts and curate your data well
  • 54. VU Medical Center: • Maike Schuldt • Prof. Jolanda van der Velden • Valentijn Jansen Acknowledgements IonOptix: • Tom Udale • Sander de Wit • Patrick Schoenleitner • Emmy Manders • Adam Veteto • Johny Pires
  • 55. Thank you for participating! Michiel Helmes, PhD Co-CEO IonOptix Diederik Kuster, PhD Assistant Professor Department of Physiology Amsterdam UMC CLICK HERE to learn more and watch the webinar
  • 56. Thank you for participating! Before you go… 1. Complete the Survey – we’d love to get your feedback 2. Still have questions? Use the Ask a Question panel 3. Interested in learning more? Explore the Resources or visit www.ionoptix.com