TY - JOUR
T1 - Diabetes Complications Among Community-Based Health Center Patients with Varying Multimorbidity Patterns
AU - Quiñones, Ana R.
AU - Hwang, Jun
AU - Huguet, Nathalie
AU - Madlock-Brown, Charisse
AU - Marino, Miguel
AU - Voss, Robert
AU - Garven, Charles
AU - Dorr, David A.
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Society of General Internal Medicine 2025.
PY - 2025/5
Y1 - 2025/5
N2 - Background: Multimorbidity with diabetes mellitus (DM and ≥ 1 chronic disease) presents challenges to maintaining adequate DM control. Objective: This study evaluates the risk of DM-related complications associated with various multimorbidity/DM patterns for patients seen in community-based health centers (CHCs). Design: Retrospective cohort study from the ADVANCE multi-state practice-based clinical data network. Participants: Study included data from 132,765 patients age ≥ 45 years with DM seen in 2493 CHCs across 26 states from 10/01/2015 to 12/31/2019. Main Measures: We assessed accrual of conditions and risk of experiencing DM complications during follow-up. Primary outcome of DM complication was categorized into acute, microvascular, microvascular (end-stage), macrovascular, or other. Key exposures included mutually exclusive multimorbidity categories: (1) DM + cardiometabolic, (2) DM + other somatic, (3) DM + mental, (4) DM + mental + somatic. Key Results: At baseline, 17.2% of patients had DM only, 55.0% had DM + cardiometabolic multimorbidity, 2.3% had DM + other somatic multimorbidity, 3.0% had DM + mental multimorbidity, and 22.5% had DM + mental + somatic multimorbidity. Most DM-only patients (76.5%) developed multimorbidity with DM by study end. Compared with DM-only, adjusted risk differences of DM complications ranged from 1.4% (acute) to 8.8% (microvascular). DM + mental + somatic multimorbidity was associated with 13.4% (95%CI 12.8–14.1%) higher adjusted risk of experiencing any DM complication. Conclusions: CHCs care for increasingly complex populations of patients with DM. Tailoring disease management strategies to address comorbid cardiovascular and/or mental health conditions may be important to prevent acute, microvascular, and macrovascular complications in these settings.
AB - Background: Multimorbidity with diabetes mellitus (DM and ≥ 1 chronic disease) presents challenges to maintaining adequate DM control. Objective: This study evaluates the risk of DM-related complications associated with various multimorbidity/DM patterns for patients seen in community-based health centers (CHCs). Design: Retrospective cohort study from the ADVANCE multi-state practice-based clinical data network. Participants: Study included data from 132,765 patients age ≥ 45 years with DM seen in 2493 CHCs across 26 states from 10/01/2015 to 12/31/2019. Main Measures: We assessed accrual of conditions and risk of experiencing DM complications during follow-up. Primary outcome of DM complication was categorized into acute, microvascular, microvascular (end-stage), macrovascular, or other. Key exposures included mutually exclusive multimorbidity categories: (1) DM + cardiometabolic, (2) DM + other somatic, (3) DM + mental, (4) DM + mental + somatic. Key Results: At baseline, 17.2% of patients had DM only, 55.0% had DM + cardiometabolic multimorbidity, 2.3% had DM + other somatic multimorbidity, 3.0% had DM + mental multimorbidity, and 22.5% had DM + mental + somatic multimorbidity. Most DM-only patients (76.5%) developed multimorbidity with DM by study end. Compared with DM-only, adjusted risk differences of DM complications ranged from 1.4% (acute) to 8.8% (microvascular). DM + mental + somatic multimorbidity was associated with 13.4% (95%CI 12.8–14.1%) higher adjusted risk of experiencing any DM complication. Conclusions: CHCs care for increasingly complex populations of patients with DM. Tailoring disease management strategies to address comorbid cardiovascular and/or mental health conditions may be important to prevent acute, microvascular, and macrovascular complications in these settings.
KW - Community-based health centers
KW - Diabetes
KW - Diabetes complications
KW - Multimorbidity
KW - Multiple chronic conditions
KW - Safety-net clinics
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U2 - 10.1007/s11606-025-09457-y
DO - 10.1007/s11606-025-09457-y
M3 - Article
C2 - 40035965
AN - SCOPUS:86000239210
SN - 0884-8734
VL - 40
SP - 1350
EP - 1358
JO - Journal of general internal medicine
JF - Journal of general internal medicine
IS - 6
M1 - e1919099
ER -