

, Hangseok Choi2, In Young Choi3, Hyun Joo Cho1, So Young Park1, Da Young Lee1, Ji A Seo1, Nan Hee Kim1, Ji Hee Yu1
1Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea
2Medical Science Research Center, Korea University College of Medicine, Seoul, Korea
3Department of Radiology, Korea University Ansan Hospital, Ansan, Korea
Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University Ansan Hospital, Korea University College of Medicine, 123 Jeokgeum-ro, Danwon-gu, Ansan 15355, Korea E-mail: dniw99@gmail.com Copyright © 2025 Korean Diabetes Association
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICTS OF INTEREST
No potential conflict of interest relevant to this article was reported.
AUTHOR CONTRIBUTIONS
Conception or design: I.J., J.H.Y.
Acquisition, analysis, or interpretation of data: all authors.
Drafting the work or revising: I.J., J.H.Y.
Final approval of the manuscript: J.H.Y.
FUNDING
This work was supported by a grant (Ji Hee Yu, 2018F-6) from the Korean Diabetes Association and the National Research Foundation of Korea (NRF) grants funded by the Korea government (MSIT) (2020R1F1A1074265, RS-2025-00562220), and a Korea University Ansan Hospital grant (O2515231 to Inha Jung).
ACKNOWLEDGMENTS
Generative artificial intelligence (ChatGPT, OpenAI) was used for grammar editing purposes. All content was reviewed and approved by the authors, who take full responsibility for its integrity and accuracy.
DATA AVAILABILITY
The datasets generated and/or analyzed in the current study are not publicly available because of Institutional Review Board (IRB) restrictions. Access to the data was strictly limited to individuals explicitly approved by the IRB for this specific research purpose. Any request for data sharing by external parties requires the submission of a formal proposal and subsequent approval by the relevant IRB or institutional authority.
Values are presented as mean±standard deviation, number (%), or median (interquartile range).
SBP, systolic blood pressure; DBP, diastolic blood pressure; BMI, body mass index; HbA1c, glycosylated hemoglobin; FPG, fasting plasma glucose; HDL, high-density lipoprotein; LDL, low-density lipoprotein; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function; ACR, albumin-to-creatinine ratio; VFA, visceral fat area; SFA, subcutaneous fat area; SU, sulfonylurea; DPP-IV, dipeptidyl peptidase IV; SGLT2, sodium-glucose cotransporter-2.
Skewed distributed variables were analyzed using the Wilcoxon signed-rank test and are presented as median (interquartile range).
V2, visit 2; V1, visit 1; V3, visit 3; SBP, systolic blood pressure; DBP, diastolic blood pressure; BMI, body mass index; HbA1c, glycosylated hemoglobin; FPG, fasting plasma glucose; HDL, high-density lipoprotein; LDL, low-density lipoprotein; NA, not available; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function; VFA, visceral fat area; SFA, subcutaneous fat area; ACR, albumin-to-creatinine ratio.
Multivariable linear regression analyses were adjusted for age, sex, smoking status, alcohol consumption, physical activity, diabetes duration, body mass index, use of anti-hypertensive and lipid-lowering medications, use of basal insulin, antidiabetic agents replaced by dulaglutide, and baseline HbA1c levels.
V3, visit 3; V1, visit 1; HbA1c, glycosylated hemoglobin; SE, standard error.
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| Characteristic | Value |
|---|---|
| Age, yr | 52.0±9.6 |
| Male sex | 33 (49.3) |
| Duration of diabetes, yr | 10.0 (6.0–12.0) |
| Hypertension | 43 (64.2) |
| Current smoker | 16 (23.9) |
| Current drinker | 35 (53.8) |
| Regular exercise | 22 (32.8) |
| SBP, mm Hg | 128.9±13.5 |
| DBP, mm Hg | 75.5±10.9 |
| Weight, kg | 77.5 (64.7–87.5) |
| BMI, kg/m2 | 27.8 (25.8–30.2) |
| Waist circumference, cm | 99.0 (93.0–105.5) |
| HbA1c, % | 8.7±1.1 |
| FPG, mg/dL | 150 (115–182) |
| Total cholesterol, mg/dL | 146±35 |
| Triglyceride, mg/dL | 143 (107–191) |
| HDL cholesterol, mg/dL | 43.8±10.6 |
| LDL cholesterol, mg/dL | 70.5±27.0 |
| Insulin, µIU/mL | 9.3 (5.7–14.0) |
| HOMA-IR | 3.5 (1.9–5.7) |
| HOMA-β | 41.4 (24.4–63.9) |
| ACR, mg/g | 25.4 (11.9–73.7) |
| VFA, cm2 | 133.2 (106.3–181.5) |
| SFA, cm2 | 239.2 (165.2–291.2) |
| Anti-hypertensive agents | 46 (68.7) |
| Anti-lipid agents | 58 (86.6) |
| Maintained regimen with dulaglutide | |
| Metformin+SU | 40 (59.7) |
| Basal insulin±metformin | 27 (40.3) |
| Discontinued agent | |
| DPP-IV inhibitor | 36 (53.7) |
| SGLT2 inhibitor | 12 (17.9) |
| SU | 13 (19.4) |
| Metformin dose, mg | 1,820.9±492.0 |
| Variable | Δ (V2–V1) | P value | Δ (V3–V1) | P value |
|---|---|---|---|---|
| SBP, mm Hg | –0.7±13.6 | 0.661 | 2.1±13.1 | 0.184 |
| DBP, mm Hg | –1.4±11.4 | 0.316 | 0.2±11.7 | 0.900 |
| BMI, kg/m2 | –0.2 (–0.6 to 0.4) | 0.196 | –0.1 (–0.6 to 0.5) | 0.218 |
| Waist circumference, cm | –0.5 (–2.0 to 0.5) | 0.004 | –1.0 (–3.0 to 0.5) | 0.001 |
| HbA1c, % | –0.7 (–1.6 to –0.1) | <0.001 | –0.7 (–1.3 to 0.2) | <0.001 |
| FPG, mg/dL | –22.0±56.7 | 0.002 | –4.0 (–55.0 to 30.0) | 0.198 |
| Total cholesterol, mg/dL | –10.0 (–21.0 to 5.0) | 0.013 | –1.0 (–18.0 to 12.0) | 0.266 |
| Triglyceride, mg/dL | –1.0 (–33.0 to 28.0) | 0.956 | –5.0 (–47.0 to 39.0) | 0.774 |
| HDL, mg/dL | –1.0 (–6.0 to 1.0) | 0.010 | 1.0 (–5.0 to 4.0) | 0.516 |
| LDL, mg/dL | –6.5 (–16.0 to 3.0) | 0.007 | –2.5 (–15.0 to 6.5) | 0.301 |
| Insulin, µIU/mL | NA | –0.2 (–1.9 to 4.6) | 0.181 | |
| HOMA-IR | NA | –0.1 (–1.8 to 1.6) | 0.987 | |
| HOMA-β | NA | 10.4 (–3.6 to 37.3) | 0.005 | |
| VFA, cm2 | NA | –5.9 (–21.4 to 15.9) | 0.107 | |
| SFA, cm2 | NA | –3.5 (–19.7 to 21.5) | 0.995 | |
| ACR, mg/g | NA | 0.3 (–13.1 to 6.7) | 0.925 |
| Food craving subscales | Baseline (V1) |
Follow-up (V3) |
P value | ||
|---|---|---|---|---|---|
| Median (IQR) | Cronbach’s α | Median (IQR) | Cronbach’s α | ||
| Total General FCQ-Trait score | 50 (41–59.5) | 0.948 | 48 (39.5–56) | 0.961 | 0.009 |
| Preoccupation with food | 12 (8.5–15) | 0.901 | 12 (8–15) | 0.905 | 0.020 |
| Loss of control | 15 (12–19) | 0.884 | 14 (12–18) | 0.912 | 0.024 |
| Positive outcome expectancy | 14 (11–17) | 0.867 | 12 (10–15) | 0.871 | <0.001 |
| Emotional craving | 9 (6–11) | 0.852 | 9 (7–10.5) | 0.916 | 0.775 |
| Δ (V3–V1) | ΔHbA1c (V3–V1) |
|||
|---|---|---|---|---|
| β Estimate | SE | Standardized β | P value | |
| ΔObestatin, ng/mL | –0.002 | 0.001 | –0.387 | 0.002 |
| ΔAdiponectin, μg/mL | –0.085 | 0.029 | –0.401 | 0.005 |
| ΔLeptin, μg/mL | 0.081 | 0.019 | 0.536 | <0.001 |
| ΔGhrelin, μg/mL | –0.065 | 0.141 | –0.061 | 0.648 |
| ΔResistin, μg/mL | 0.026 | 0.017 | –0.214 | 0.124 |
Values are presented as mean±standard deviation, number (%), or median (interquartile range). SBP, systolic blood pressure; DBP, diastolic blood pressure; BMI, body mass index; HbA1c, glycosylated hemoglobin; FPG, fasting plasma glucose; HDL, high-density lipoprotein; LDL, low-density lipoprotein; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function; ACR, albumin-to-creatinine ratio; VFA, visceral fat area; SFA, subcutaneous fat area; SU, sulfonylurea; DPP-IV, dipeptidyl peptidase IV; SGLT2, sodium-glucose cotransporter-2.
Skewed distributed variables were analyzed using the Wilcoxon signed-rank test and are presented as median (interquartile range). V2, visit 2; V1, visit 1; V3, visit 3; SBP, systolic blood pressure; DBP, diastolic blood pressure; BMI, body mass index; HbA1c, glycosylated hemoglobin; FPG, fasting plasma glucose; HDL, high-density lipoprotein; LDL, low-density lipoprotein; NA, not available; HOMA-IR, homeostasis model assessment of insulin resistance; HOMA-β, homeostatic model assessment of β-cell function; VFA, visceral fat area; SFA, subcutaneous fat area; ACR, albumin-to-creatinine ratio.
FCQ, Food Cravings Questionnaire; V1, visit 1; V3, visit 3; IQR, interquartile range.
Multivariable linear regression analyses were adjusted for age, sex, smoking status, alcohol consumption, physical activity, diabetes duration, body mass index, use of anti-hypertensive and lipid-lowering medications, use of basal insulin, antidiabetic agents replaced by dulaglutide, and baseline HbA1c levels. V3, visit 3; V1, visit 1; HbA1c, glycosylated hemoglobin; SE, standard error.
