Back

Real-World Cardiovascular Outcomes with a Carbohydrate-Reduced Telemedicine Intervention

Shanmugam, P. V.; Roberts, C. G.; Athinarayanan, S. J.; Wolfberg, A. J.; Raskin, S.; Lopez-Jimenez, F.

2025-10-29 cardiovascular medicine
10.1101/2025.10.27.25338916 medRxiv
Show abstract

ImportanceCarbohydrate-reduced nutrition improves multiple metabolic risk factors, but its influence on long-term cardiovascular (CV) outcomes remains uncertain. ObjectiveTo evaluate the impact of an individualized telemedicine nutrition therapy on the incidence of CV events. DesignClaims-based cohort study of adults with type 2 diabetes or obesity receiving telemedicine nutrition therapy versus a propensity score matched control group between January 1, 2016 and June 1, 2025, with a median follow-up of approximately two years. SettingThe intervention cohort, a US-based nationwide digital health clinic, received individualized telemedicine nutrition and clinical care. The matched control cohort was derived from a commercial claims database. ParticipantsAdults with type 2 diabetes or obesity and no CV events one year prior to index date. ExposureIndividualized nutrition therapy (INT) program combining telemedicine clinical care and carbohydrate-reduced nutrition counseling. Main Outcomes and MeasuresFour prespecified primary outcomes included 1) 3-point major adverse CV events (MACE), defined as nonfatal myocardial infarction, nonfatal stroke, or death from any cause; 2) 6-point MACE, adding percutaneous coronary intervention, hospitalization for heart failure or unstable angina; 3) all new-onset CV events; and 4) new-onset hypertension. Secondary outcomes included all-cause mortality, and safety outcomes related to arrhythmias. ResultsIn 4,877 participants in each cohort (mean age, 51 [SD 9.5] years; 2,939 [60.3%] female), INT was associated with reduced risk of all primary outcomes. Incidence per 1,000 person-years was 4.1 vs 9.3 for MACE-3, 5.7 vs 10.8 for MACE-6, 27.7 vs 36.9 for all new onset CV disease, and 41.8 vs 49.3 for new-onset hypertension. Hazard ratios were 0.44 (95% CI, 0.29-0.65; P <0.001) for MACE-3, 0.52 (95% CI, 0.37-0.73; P <0.001) for MACE-6, 0.70 (95% CI, 0.59-0.82; P <0.001) for all CV disease, and 0.81 (95% CI, 0.70-0.93; P <0.001) for new-onset hypertension. Conclusions and RelevanceIndividualized telemedicine nutrition therapy was associated with lower CV event incidence compared to controls, suggesting the intervention may confer cardioprotection. KEY POINTSO_ST_ABSQuestionC_ST_ABSWhat is the impact of an individualized telemedicine nutrition program on cardiovascular events? FindingsIn this claims-based cohort study, individuals receiving carbohydrate-reduced nutrition therapy had significantly reduced risk of all primary outcomes compared with matched controls: 56% lower 3-point MACE, 48% lower 6-point MACE, 30% lower risk of all new-onset cardiovascular events, and 19% lower new-onset hypertension. The risk of all-cause mortality was also directionally reduced. MeaningTelemedicine nutrition therapy was associated with favorable cardiovascular outcomes compared to usual care.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

1
Circulation
66 papers in training set
Top 0.1%
42.3%
2
Journal of the American Heart Association
119 papers in training set
Top 0.9%
7.7%
3
PLOS Medicine
98 papers in training set
Top 0.8%
4.2%
50% of probability mass above
4
The American Journal of Cardiology
15 papers in training set
Top 0.6%
3.8%
5
PLOS ONE
4510 papers in training set
Top 43%
2.9%
6
Journal of the American College of Cardiology
12 papers in training set
Top 0.2%
2.9%
7
European Journal of Preventive Cardiology
13 papers in training set
Top 0.3%
2.5%
8
Circulation: Genomic and Precision Medicine
42 papers in training set
Top 0.6%
2.2%
9
Hypertension
32 papers in training set
Top 0.4%
1.9%
10
Arteriosclerosis, Thrombosis, and Vascular Biology
65 papers in training set
Top 1%
1.8%
11
Frontiers in Cardiovascular Medicine
49 papers in training set
Top 2%
1.8%
12
BMC Medicine
163 papers in training set
Top 4%
1.6%
13
Heart
10 papers in training set
Top 0.6%
1.4%
14
British Journal of Clinical Pharmacology
21 papers in training set
Top 0.4%
1.3%
15
JAMA Network Open
127 papers in training set
Top 3%
1.0%
16
Open Heart
19 papers in training set
Top 0.9%
1.0%
17
BMJ Open
554 papers in training set
Top 11%
1.0%
18
Healthcare
16 papers in training set
Top 2%
0.8%
19
Atherosclerosis
29 papers in training set
Top 1%
0.8%
20
Nature Communications
4913 papers in training set
Top 60%
0.8%
21
BMJ
49 papers in training set
Top 1%
0.8%
22
Obesity
19 papers in training set
Top 0.5%
0.8%
23
European Heart Journal
16 papers in training set
Top 0.7%
0.8%
24
The Lancet Regional Health - Europe
32 papers in training set
Top 0.3%
0.8%
25
Diabetologia
36 papers in training set
Top 0.9%
0.8%
26
Diabetes Care
12 papers in training set
Top 0.3%
0.8%
27
Clinical Infectious Diseases
231 papers in training set
Top 4%
0.8%
28
Communications Medicine
85 papers in training set
Top 0.9%
0.8%
29
BMC Cardiovascular Disorders
14 papers in training set
Top 2%
0.7%
30
Nutrients
64 papers in training set
Top 2%
0.7%