Last updated September 9, 2026
Key finding
The DT-driven personalized nutrition plan has been associated with reductions in HbA1c.
This study evaluated the impact of Digital Twin technology on personalized nutrition for managing Type 2 Diabetes, showing potential improvements in various health markers.
Quick read
The essential study design details in one scan.
EvidenceScore™
Moderate
Study type
RCTs
Follow-up
Long-Term (1–5 y)
Risk of bias
Some Concerns
Save research, organize studies, and quickly find important evidence again.
Plain-language summary
A plain-language read of the study’s main message and where it applies.
Study focus
This study evaluated the impact of Digital Twin technology on personalized nutrition for managing Type 2 Diabetes, showing potential improvements in various health markers.
This research highlights the potential of integrating advanced technology like Digital Twin systems into diabetes management, which could lead to more tailored and effective dietary interventions, ultimately improving patient outcomes and quality of life.
Unclear effectiveness due to unspecified p-values Limited generalizability to broader populations Potential confounding factors not accounted for
Published in
Publication details and source links for this paper.
Paramesh S, Shashank J, Mohamed T, et al. Digital Twin Technology for Personalized Nutrition in Type 2 Diabetes Management. Frontiers in Endocrinology. 2024;15:1485464. doi:10.3389/fendo.2024.1485464
HbA1c decreased by 1.5%
Body weight reduced by 3 kg
Blood pressure improved by 5 mmHg
Evidence network
Understand where this research contributes within the broader evidence network.
This study contributes evidence to Digital twin (DT) intervention and 10-year ASCVD risk, Albuminuria, Body weight, and 4 more.
This study contributes evidence to
Primary intervention
Digital twin (DT) intervention
Primary outcomes
Evidence topics
Primary intervention
Primary outcomes
Intervention and outcome relationships this study adds to the evidence network.
Editorial context
See why this paper is useful beyond its individual results.
Evidence network role
This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.
4
Related topics
7
Evidence pairs
1056
Related studies
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Save studies and evidence pages, organize your personal Evidence Tracker, and keep the research you care about in one place.
Primary evidence
Evidence topic
matched_outcome
Related evidence
Evidence topic
Save evidence
Core evidence
The primary outcomes reported in this study.
Digital twin (DT) intervention → 10-year ASCVD risk
Digital twin (DT) intervention → 10-year ASCVD risk
Digital twin (DT) intervention → Diabetic retinopathy incidence
Digital twin (DT) intervention → Diabetic retinopathy incidence
Digital twin (DT) intervention → Resolution of Non-Alcoholic Fatty Liver Disease (NAFLD)
Digital twin (DT) intervention → Resolution of Non-Alcoholic Fatty Liver Disease (NAFLD)
Digital twin (DT) intervention → Systolic blood pressure
Digital twin (DT) intervention → Systolic blood pressure
Evidence Library
Save research, organize studies, and quickly find important evidence again.
Evidence Library
Save research, organize studies, and quickly find important evidence again.
Explore related studies, evidence collections, and research questions.
Relationships organized using the Dediabetes Evidence Intelligence™ framework.
This study contributes to evidence on Digital twin (DT) intervention and Kidney Function, Digital twin (DT) intervention and Blood Pressure.
This study contributes to the evidence on the following intervention-outcome relationships.
Devices & Technology
Devices & Technology
Devices & Technology
Curated evidence collections and hubs this study is part of.
All studies measuring Blood Pressure
Measures Blood Pressure as a key outcome.
All studies on Digital twin (DT) intervention
Contributes to Digital twin (DT) intervention evidence base.
All studies measuring Kidney Function
Measures Kidney Function as a key outcome.
All studies measuring Body Weight
Measures Body Weight as a key outcome.
Latest published studies
Published within the last 2 years.
Jump to pre-filtered views in Evidence Explorer.
2 results
2 results
2 results
2 results
2 results
Generated from the study's connected evidence using Evidence Intelligence™.
Digital twin (DT) intervention appears to improve albuminuria.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
Albuminuria
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Consistent | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Digital twin (DT) intervention appears to improve systolic blood pressure.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
Systolic blood pressure
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Consistent | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Digital twin (DT) intervention appears to reduce 10-year ascvd risk.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
10-year ASCVD risk
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Digital twin (DT) intervention appears to affect body weight.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Body weight
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Next steps
Choose a next path through related evidence topics, Evidence Explorer views, and research summaries.
Follow the topics this study contributes to.
Open broader Evidence Explorer views for this relationship.
Read related research summaries.
Focused on evidence, not advertising.
Your data is always protected.
New studies added every day.
