Sudden Cardiac DeathSMART-SCDNCT07476456
Skeletal Muscle Multi-omics Analysis and Risk Tailoring in Sudden Cardiac Death
An observational study of Sudden Cardiac Death, run by China National Center for Cardiovascular Diseases at 1 site in China.
Trial summary
This study is designed as a prospective, single-center, observational cohort study (the SMART-SCD Study, full name: Skeletal Muscle Multi-omics Analysis and Risk Tailoring in Sudden Cardiac Death), which enrolls high-risk populations meeting the criteria for implantable cardioverter defibrillator (ICD) implantation. Read more about this study
- Who is it for?
- Ages 18 years and older
- Conditions the study is for
- Sudden Cardiac Death
- How many people
- 421 participants
- Where
- 1 siteChina
- Study dates
- 16 Mar 2026to 30 Jun 2028
- Phase
- Observational
- Are there results?
- Not yet: the study is under way
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 18 years and older
- All sexes
- No healthy volunteers
- Adult, Older adult
Study population: patients receiving implantable cardioverter defibrillator (ICD) implantation
Who may be able to join
- Undergoing first-time ICD implantation (including cardiac resynchronization therapy defibrillator, CRT-D implantation);
- Completed multi-dimensional sarcopenia assessment at baseline;
- Willing to receive prospective follow-up and signed the informed consent form (ICF)
Who cannot join
- History of valvular heart disease (e.g., mitral stenosis, history of heart valve replacement or valvuloplasty, etc.);
- Implanted ICD type is subcutaneous ICD (S-ICD) or extra-vascular ICD (EV-ICD);
- Concomitant comorbidities affecting muscle metabolism, such as malignant tumors, severe liver or kidney disease, etc.
Trial locations and contacts
1 site in 1 country. Contact the study team or a site near you to ask about taking part.
China1 site
Beilishi Road 167
Beijing, Beijing Municipality, 100037
NCCD, 01088822295, ncrc@fuwai.com
Xiaoyao Li, PhD
About this study
Official title: Development and Implementation of an Artificial Intelligence-Driven Multimodal Skeletal Muscle Feature Fusion Model for Risk Prediction of Sudden Cardiac Death in Patients With Implantable Cardioverter-Defibrillators: The SMART-SCD Study.
This study is designed as a prospective, single-center, observational cohort study (the SMART-SCD Study, full name: Skeletal Muscle Multi-omics Analysis and Risk Tailoring in Sudden Cardiac Death), which enrolls high-risk populations meeting the criteria for implantable cardioverter defibrillator (ICD) implantation.
The research focuses on the mechanistic association between skeletal muscle metabolic disorders and ventricular arrhythmia (VA) as well as sudden cardiac death (SCD), and aims to construct a "muscle-heart crosstalk" risk early warning system through integration of multimodal skeletal muscle data. We will systematically collect the following data:
Read more
Baseline handgrip strength measurement (Biomi-h500+X5); Functional diagnosis and phenotyping of sarcopenia conducted via the InBody 270 body composition analyzer; Non-contrast chest and abdominal computed tomography (CT) images (to extract novel imaging phenotypes including skeletal muscle density at the T12 vertebra level, intermuscular adipose tissue, subcutaneous adipose tissue, etc.); Serum biomarkers (GDF-8, Irisin, IL-6); Metabolomics data of skeletal muscle tissue from the ICD pocket (lipid/energy metabolism profiles detected via the UPLC-QTOF/MS platform); Ambulatory electrocardiographic data. All treatment and intervention regimens for patients will be independently formulated by clinicians in accordance with clinical guidelines, and the study itself does not involve any intervention measures. Prospective follow-up will be conducted at 3/6/12 months after ICD implantation. The primary endpoint is composite ventricular arrhythmia events (including SCD, appropriate ICD therapy documented by the device, and hemodynamically unstable ventricular tachycardia/ventricular fibrillation), and the secondary endpoint is all-cause mortality.
Through the above prospective cohort study, we will integrate multimodal data including novel CT imaging phenotypes of skeletal muscle, metabolomics profiles and functional phenotyping of sarcopenia using artificial intelligence techniques, so as to construct a precision prediction model for SCD, screen novel CT imaging phenotypes of sarcopenia and myogenic metabolites, and finally establish a generalizable SCD risk assessment tool and individualized intervention strategies.
Read the detailed description
- Study Design This is a prospective, single-center, observational cohort study (the SMART-SCD Study, full name: Skeletal Muscle Multi-omics Analysis and Risk Tailoring in Sudden Cardiac Death). All treatments administered to enrolled patients will be independently determined by clinicians based on individual patient conditions. This study does not involve any interventional therapeutic measures, and only collects multimodal data via observational procedures.
- Study Population Study subjects are patients receiving implantable cardioverter defibrillator (ICD) implantation at [Name of Hospital] who meet all inclusion criteria and do not meet any of the exclusion criteria. Inclusion Criteria: Undergoing first-time ICD implantation (including cardiac resynchronization therapy defibrillator, CRT-D implantation); Completed multi-dimensional sarcopenia assessment at baseline; Willing to receive prospective follow-up and signed the informed consent form (ICF). Exclusion Criteria: History of valvular heart disease (e.g., mitral stenosis, history of heart valve replacement or valvuloplasty, etc.); Implanted ICD type is subcutaneous ICD (S-ICD) or extra-vascular ICD (EV-ICD); Concomitant comorbidities affecting muscle metabolism, such as malignant tumors, severe liver or kidney disease, etc.
- Study Duration Enrollment period: Planned to complete enrollment of all subjects within 12 months after study initiation. Total study duration: Approximately 2 years, broken down as follows: preparation and finalization of clinical trial documents (including study protocol, investigator's brochure, informed consent form, case report form) takes ~2 months; ethical review approval takes ~3 months; enrollment period is 9 months; follow-up period is 12 months; data management, statistical analysis and report writing take ~2-3 months.
- Sample Size A total of 421 subjects are planned to be enrolled.
- Skeletal Muscle (Sarcopenia) Assessment Indicators Routine assessment: Muscle strength is measured using a handgrip dynamometer from Biometrics Ltd., UK (Biomi-h500+X5). Skeletal muscle mass is measured using a multi-frequency body composition analyzer (InBody 270, Biospace Co., Ltd., Korea) in the Rehabilitation Center of [Name of Hospital]. Sarcopenia diagnosis and phenotyping are performed combining the above two indicators. Imaging phenotypes: Based on preoperative non-contrast chest and abdominal computed tomography (CT) images, muscle imaging features at the level of the 12th thoracic vertebra (T12) are collected, including area and density of subcutaneous adipose tissue (SAT), area and density of intermuscular adipose tissue (IMAT), and skeletal muscle density (SMD), etc. **Biomarkers: Baseline blood and urine samples are collected to analyze sarcopenia-related factors including growth differentiation factor 8 (GDF-8), myokine irisin, and interleukin-6 (IL-6). Metabolomics analysis: Approximately 20 mg of skeletal muscle tissue at the ICD pocket site is collected synchronously during ICD implantation for metabolomics analysis. Subjects are divided into 4 groups: sarcopenia+VA, non-sarcopenia+VA, sarcopenia+non-VA, non-sarcopenia+non-VA. Targeted detection of myogenic metabolites will be performed: we plan to enroll 30 subjects per group to explore differential metabolites in the exploratory phase, then expand the sample size for validation. The ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UPLC-QTOF/MS) platform will be used to focus on detecting abnormalities in lipid and energy metabolism.
- Follow-up Nodes and Content Follow-up time points: Prospective follow-up will be conducted at 3 months, 6 months, and 12 months after ICD implantation.
Follow-up content:
Primary endpoint: Composite ventricular arrhythmia (VA) events, including sudden cardiac death (SCD), appropriate ICD therapy documented by the device, and hemodynamically unstable ventricular tachycardia (VT)/ventricular fibrillation (VF).
Secondary endpoint: All-cause mortality.
- Conditions
- Sudden Cardiac Death
- Keywords
- Sarcopenia, Skeletal Muscle Metabolism, Ventricular Arrhythmia, Multimodal Predictive Model, Sudden cardiac death
- Medical subject headings
- Death, Sudden, Cardiac, Sarcopenia
What is being measured
The primary outcome is the main question the study is designed to answer.
Composite ventricular arrhythmia (VA) events
including sudden cardiac death (SCD), appropriate ICD therapy documented by the device, and hemodynamically unstable ventricular tachycardia (VT)/ventricular fibrillation (VF)
Measured: 12 months
Secondary outcomes (1)
All-cause mortality
All deaths caused by various causes
Measured: 12 months
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted17 Mar 2026
- Study start16 Mar 2026 (estimated)
- Primary completion30 Jun 2027 (estimated)
- Study completion30 Jun 2028 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (3)Papers the sponsor has linked to this study.
- Other trials for Sudden Cardiac DeathStudies of the same condition, open and under way.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Prospective
- Enrolment
- 421 participants (estimated)
Sponsor and investigators
- Lead sponsor
- China National Center for Cardiovascular Diseases
- Sponsor type
- Other government
- Responsible party
- Principal investigator, Xiaoyao Li, China National Center for Cardiovascular Diseases
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT07476456
- Sponsor's protocol ID
- 2026-3039
- Other IDs
- 2025-I2MCT-B-030
- Acronym
- SMART-SCD
- Status last verified
- Mar 2026
- First submitted
- 12 Mar 2026
- Last updated
- 17 Mar 2026
- Results posted
- No
- Data monitoring committee
- Yes
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- Undecided: The datasets generated and analysed during the current study can be found at Fuwai Hospital but not publicly available due to related regulations. Data and materials are however available from the authors upon reasonable request and with permission of research group.
Publications
Damluji AA, Alfaraidhy M, AlHajri N, Rohant NN, Kumar M, Al Malouf C, Bahrainy S, Ji Kwak M, Batchelor WB, Forman DE, Rich MW, Kirkpatrick J, Krishnaswami A, Alexander KP, Gerstenblith G, Cawthon P, deFilippi CR, Goyal P. Sarcopenia and Cardiovascular Diseases. Circulation. 2023 May 16;147(20):1534-1553. doi: 10.1161/CIRCULATIONAHA.123.064071. Epub 2023 May 15.
PubMed 37186680Sayer AA, Cooper R, Arai H, Cawthon PM, Ntsama Essomba MJ, Fielding RA, Grounds MD, Witham MD, Cruz-Jentoft AJ. Sarcopenia. Nat Rev Dis Primers. 2024 Sep 19;10(1):68. doi: 10.1038/s41572-024-00550-w.
PubMed 39300120Zeppenfeld K, Tfelt-Hansen J, de Riva M, Winkel BG, Behr ER, Blom NA, Charron P, Corrado D, Dagres N, de Chillou C, Eckardt L, Friede T, Haugaa KH, Hocini M, Lambiase PD, Marijon E, Merino JL, Peichl P, Priori SG, Reichlin T, Schulz-Menger J, Sticherling C, Tzeis S, Verstrael A, Volterrani M; ESC Scientific Document Group. 2022 ESC Guidelines for the management of patients with ventricular arrhythmias and the prevention of sudden cardiac death. Eur Heart J. 2022 Oct 21;43(40):3997-4126. doi: 10.1093/eurheartj/ehac262. No abstract available.
PubMed 36017572
Study at a glance
From the registry record, last updated by the sponsor on 17 Mar 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Development and Implementation of an Artificial Intelligence-Driven Multimodal Skeletal Muscle Feature Fusion Model for Risk Prediction of Sudden Cardiac Death in Patients With Implantable Cardioverter-Defibrillators: The SMART-SCD Study.
- ClinicalTrials.gov ID
- NCT07476456
- Acronym / sponsor ID
- SMART-SCD / 2026-3039
- Conditions
- Sudden Cardiac Death
- Keywords
- Sarcopenia, Skeletal Muscle Metabolism, Ventricular Arrhythmia, Multimodal Predictive Model, Sudden cardiac death
- Study type
- Observational
- Recruitment status
- Not yet recruiting
- Enrolment
- 421 participants (estimated)
- Lead sponsor
- China National Center for Cardiovascular DiseasesOther government
- Study start
- 16 Mar 2026 (estimated)
- Primary completion
- 30 Jun 2027 (estimated)
- Study completion
- 30 Jun 2028 (estimated)
- First posted
- 17 Mar 2026 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
This study is designed as a prospective, single-center, observational cohort study (the SMART-SCD Study, full name: Skeletal Muscle Multi-omics Analysis and Risk Tailoring in Sudden Cardiac Death), which enrolls high-risk populations meeting the criteria for implantable cardioverter defibrillator (ICD) implantation.
The research focuses on the mechanistic association between skeletal muscle metabolic disorders and ventricular arrhythmia (VA) as well as sudden cardiac death (SCD), and aims to construct a "muscle-heart crosstalk" risk early warning system through integration of multimodal skeletal muscle data. We will systematically collect the following data:
Baseline handgrip strength measurement (Biomi-h500+X5); Functional diagnosis and phenotyping of sarcopenia conducted via the InBody 270 body composition analyzer; Non-contrast chest and abdominal computed tomography (CT) images (to extract novel imaging phenotypes including skeletal muscle density at the T12 vertebra level, intermuscular adipose tissue, subcutaneous adipose tissue, etc.); Serum biomarkers (GDF-8, Irisin, IL-6); Metabolomics data of skeletal muscle tissue from the ICD pocket (lipid/energy metabolism profiles detected via the UPLC-QTOF/MS platform); Ambulatory electrocardiographic data. All treatment and intervention regimens for patients will be independently formulated by clinicians in accordance with clinical guidelines, and the study itself does not involve any intervention measures. Prospective follow-up will be conducted at 3/6/12 months after ICD implantation. The primary endpoint is composite ventricular arrhythmia events (including SCD, appropriate ICD therapy documented by the device, and hemodynamically unstable ventricular tachycardia/ventricular fibrillation), and the secondary endpoint is all-cause mortality.
Through the above prospective cohort study, we will integrate multimodal data including novel CT imaging phenotypes of skeletal muscle, metabolomics profiles and functional phenotyping of sarcopenia using artificial intelligence techniques, so as to construct a precision prediction model for SCD, screen novel CT imaging phenotypes of sarcopenia and myogenic metabolites, and finally establish a generalizable SCD risk assessment tool and individualized intervention strategies.
Detailed description
- Study Design This is a prospective, single-center, observational cohort study (the SMART-SCD Study, full name: Skeletal Muscle Multi-omics Analysis and Risk Tailoring in Sudden Cardiac Death). All treatments administered to enrolled patients will be independently determined by clinicians based on individual patient conditions. This study does not involve any interventional therapeutic measures, and only collects multimodal data via observational procedures.
- Study Population Study subjects are patients receiving implantable cardioverter defibrillator (ICD) implantation at [Name of Hospital] who meet all inclusion criteria and do not meet any of the exclusion criteria. Inclusion Criteria: Undergoing first-time ICD implantation (including cardiac resynchronization therapy defibrillator, CRT-D implantation); Completed multi-dimensional sarcopenia assessment at baseline; Willing to receive prospective follow-up and signed the informed consent form (ICF). Exclusion Criteria: History of valvular heart disease (e.g., mitral stenosis, history of heart valve replacement or valvuloplasty, etc.); Implanted ICD type is subcutaneous ICD (S-ICD) or extra-vascular ICD (EV-ICD); Concomitant comorbidities affecting muscle metabolism, such as malignant tumors, severe liver or kidney disease, etc.
- Study Duration Enrollment period: Planned to complete enrollment of all subjects within 12 months after study initiation. Total study duration: Approximately 2 years, broken down as follows: preparation and finalization of clinical trial documents (including study protocol, investigator's brochure, informed consent form, case report form) takes ~2 months; ethical review approval takes ~3 months; enrollment period is 9 months; follow-up period is 12 months; data management, statistical analysis and report writing take ~2-3 months.
- Sample Size A total of 421 subjects are planned to be enrolled.
- Skeletal Muscle (Sarcopenia) Assessment Indicators Routine assessment: Muscle strength is measured using a handgrip dynamometer from Biometrics Ltd., UK (Biomi-h500+X5). Skeletal muscle mass is measured using a multi-frequency body composition analyzer (InBody 270, Biospace Co., Ltd., Korea) in the Rehabilitation Center of [Name of Hospital]. Sarcopenia diagnosis and phenotyping are performed combining the above two indicators. Imaging phenotypes: Based on preoperative non-contrast chest and abdominal computed tomography (CT) images, muscle imaging features at the level of the 12th thoracic vertebra (T12) are collected, including area and density of subcutaneous adipose tissue (SAT), area and density of intermuscular adipose tissue (IMAT), and skeletal muscle density (SMD), etc. **Biomarkers: Baseline blood and urine samples are collected to analyze sarcopenia-related factors including growth differentiation factor 8 (GDF-8), myokine irisin, and interleukin-6 (IL-6). Metabolomics analysis: Approximately 20 mg of skeletal muscle tissue at the ICD pocket site is collected synchronously during ICD implantation for metabolomics analysis. Subjects are divided into 4 groups: sarcopenia+VA, non-sarcopenia+VA, sarcopenia+non-VA, non-sarcopenia+non-VA. Targeted detection of myogenic metabolites will be performed: we plan to enroll 30 subjects per group to explore differential metabolites in the exploratory phase, then expand the sample size for validation. The ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UPLC-QTOF/MS) platform will be used to focus on detecting abnormalities in lipid and energy metabolism.
- Follow-up Nodes and Content Follow-up time points: Prospective follow-up will be conducted at 3 months, 6 months, and 12 months after ICD implantation.
Follow-up content:
Primary endpoint: Composite ventricular arrhythmia (VA) events, including sudden cardiac death (SCD), appropriate ICD therapy documented by the device, and hemodynamically unstable ventricular tachycardia (VT)/ventricular fibrillation (VF).
Secondary endpoint: All-cause mortality.
Study design
- Observational model
- Cohort
- Time perspective
- Prospective
Who may qualify
- Ages
- 18 years and older
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- patients receiving implantable cardioverter defibrillator (ICD) implantation
Key inclusion criteria (3 listed)
- Undergoing first-time ICD implantation (including cardiac resynchronization therapy defibrillator, CRT-D implantation);
- Completed multi-dimensional sarcopenia assessment at baseline;
- Willing to receive prospective follow-up and signed the informed consent form (ICF)
Key exclusion criteria (3 listed)
- History of valvular heart disease (e.g., mitral stenosis, history of heart valve replacement or valvuloplasty, etc.);
- Implanted ICD type is subcutaneous ICD (S-ICD) or extra-vascular ICD (EV-ICD);
- Concomitant comorbidities affecting muscle metabolism, such as malignant tumors, severe liver or kidney disease, etc.
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Primary outcome
Composite ventricular arrhythmia (VA) events
Time frame: 12 months
including sudden cardiac death (SCD), appropriate ICD therapy documented by the device, and hemodynamically unstable ventricular tachycardia (VT)/ventricular fibrillation (VF)
1 secondary outcome
All-cause mortality
Time frame: 12 months
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 17 Mar 2026.
- Background: PubMed 37186680Damluji AA, Alfaraidhy M, AlHajri N, Rohant NN, Kumar M, Al Malouf C, Bahrainy S, Ji Kwak M, Batchelor WB, Forman DE, Rich MW, Kirkpatrick J, Krishnaswami A, Alexander KP, Gerstenblith G, Cawthon P, deFilippi CR, Goyal P. Sarcopenia and Cardiovascular Diseases. Circulation. 2023 May 16;147(20):1534-1553. doi: 10.1161/CIRCULATIONAHA.123.064071. Epub 2023 May 15.
- Background: PubMed 39300120Sayer AA, Cooper R, Arai H, Cawthon PM, Ntsama Essomba MJ, Fielding RA, Grounds MD, Witham MD, Cruz-Jentoft AJ. Sarcopenia. Nat Rev Dis Primers. 2024 Sep 19;10(1):68. doi: 10.1038/s41572-024-00550-w.
- Background: PubMed 36017572Zeppenfeld K, Tfelt-Hansen J, de Riva M, Winkel BG, Behr ER, Blom NA, Charron P, Corrado D, Dagres N, de Chillou C, Eckardt L, Friede T, Haugaa KH, Hocini M, Lambiase PD, Marijon E, Merino JL, Peichl P, Priori SG, Reichlin T, Schulz-Menger J, Sticherling C, Tzeis S, Verstrael A, Volterrani M; ESC Scientific Document Group. 2022 ESC Guidelines for the management of patients with ventricular arrhythmias and the prevention of sudden cardiac death. Eur Heart J. 2022 Oct 21;43(40):3997-4126. doi: 10.1093/eurheartj/ehac262. No abstract available.
- Individual participant dataSharing planned: Undecided. The datasets generated and analysed during the current study can be found at Fuwai Hospital but not publicly available due to related regulations. Data and materials are however available from the authors upon reasonable request and with permission of research group.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part.
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Sudden Cardiac Death, run by China National Center for Cardiovascular Diseases at 1 site in China.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 3 inclusion and 3 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: opening soon, as of the sponsor's last update on 17 Mar 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in China. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
This study is still under way. Results are not available in the source record yet.
How can a doctor refer a patient or contact the research team?
Contact Xiaoyao Li, PhD (+86 01088322295, fwlxy2015@163.com), or a site near the patient. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Composite ventricular arrhythmia (VA) events (time frame: 12 months). It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT07476456, which also lists 3 linked publications.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 17 Mar 2026; AzTrials last refreshed its copy on 26 Oct 2026.