| Literature DB >> 35904203 |
Ian J Neeland1,2,3, Sadeer G Al-Kindi1,2,3, Nour Tashtish1,2,3, Elke Eaton1,2,3, Janice Friswold1,2,3, Sara Rahmani1,2,3, Khendi T White-Solaru1,2,3, Imran Rashid1,2,3, Diamond Berg3, Mariam Rana2,3, Claire Sullivan1,2,3, Betul Hatipoglu1,4,2,3, Peter Pronovost2,3, Sanjay Rajagopalan1,2,3.
Abstract
Background The care for patients with type 2 diabetes necessitates a multidisciplinary team approach to reduce cardiovascular risk, but implementation of effective integrated strategies has been limited. Methods and Results We conceptualized and initiated a patient-centered, team-based intervention called Center for Integrated and Novel Approaches in Vascular-Metabolic Disease (CINEMA) at University Hospitals Cleveland Medical Center. Patients with type 2 diabetes at high risk for cardiovascular events, including those with established atherosclerotic cardiovascular disease, elevated coronary artery calcium score >100, chronic heart failure with reduced ejection fraction, and/or chronic kidney disease stages 2 to 4 were included. Herein, we present the year 1 results for the program. From May 2020 through August 2021, there were 417 referrals. Among 206 eligible patients, 113 (55%) completed a baseline and ≥1 follow-up visit through December 2021, with mean (SD) time of 105 (34) days between baseline and first follow-up visits. Mean age was 59 years, with 49% women and 37% Black patients. Patients had significant reductions from baseline in glycosylated hemoglobin (-10.8%), total cholesterol (-7.9%), low-density lipoprotein cholesterol (-13.5%), systolic blood pressure (-4.0%), and body mass index (-2.7%) (P≤0.001 for all). In addition, among the 129 (63%) eligible patients not on sodium-glucose cotransporter 2 inhibitor or glucagon-like peptide-1 receptor agonist at baseline, 81% were prescribed evidence-based therapy with sodium-glucose cotransporter 2 inhibitor (n=66 [51%]) and/or glucagon-like peptide-1 receptor agonist (n=67 [52%]) to reduce the risk of cardiovascular disease in the initial 3-month follow-up period. Conclusions A team-based, patient-centered approach to high-risk disease management appears to be a promising paradigm for care delivery associated with greater use of evidence-based therapies and improved control of multiple cardiovascular risk factors.Entities:
Keywords: cardiometabolic clinic; cardiovascular disease; cardiovascular risk; type 2 diabetes
Mesh:
Substances:
Year: 2022 PMID: 35904203 PMCID: PMC9375496 DOI: 10.1161/JAHA.120.024482
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 6.106
Figure 1Number and proportion of patients in the University Hospitals (UH) Accountable Care Organization with diagnosed diabetes and cardiovascular disease (CVD) or chronic kidney disease (CKD) who are prescribed sodium‐glucose cotransporter 2 (SGLT2) inhibitor or glucagon‐like peptide‐1 (GLP‐1) receptor agonist.
Figure 2Patient flow diagram for Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease (CINEMA) year 1.
ADA indicates American Diabetes Association; CV, cardiovascular.
Figure 3Referral sources to the Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease (CINEMA) program, May 2020 to August 2021.
Most referrals (53%) came internally from other cardiology providers. Other referral sources included internal/family medicine practitioners (26%), bariatric surgeons (6%), and “other,” including self‐referrals (12%); few referrals came from other sources, such as endocrinology and nephrology. ACO indicates accountable care organization.
Demographic and Medical Characteristics of CINEMA Patients at Baseline, Overall and Stratified by Follow‐Up Status
| Characteristic | All (n=206) | Follow‐up (n=113) | No follow‐up (n=93) |
|
|---|---|---|---|---|
| Age, y | 58.7±11.8 | 59.5±11.2 | 57.8±12.6 | 0.30 |
| Women | 101 (49) | 53 (47) | 48 (52) | 0.50 |
| Race | 0.08 | |||
| White | 111 (54) | 69 (61) | 42 (45) | |
| Black | 77 (37) | 38 (34) | 39 (42) | |
| Other (not self‐identifying as white or black) | 7 (3) | 2 (2) | 5 (5) | |
| Unknown | 11 (5) | 4 (4) | 7 (8) | |
| Myocardial infarction | 45 (22) | 23 (20) | 22 (24) | 0.57 |
| Dyslipidemia | 187 (91) | 103 (91) | 84 (90) | 0.84 |
| Hypertension | 189 (92) | 103 (91) | 86 (93) | 0.73 |
| Coronary artery disease | 133 (65) | 71 (63) | 62 (67) | 0.57 |
| Heart failure | 86 (42) | 44 (39) | 42 (45) | 0.37 |
| Prior endocrinology visit | 88 (43) | 50 (44) | 38 (41) | 0.63 |
| Medications | ||||
| DPP4 inhibitors | 15 (7) | 7 (6) | 8 (9) | 0.51 |
| GLP‐1 RA | 38 (18) | 18 (16) | 20 (22) | 0.30 |
| Insulin | 89 (43) | 46 (41) | 43 (46) | 0.43 |
| Metformin | 41 (20) | 19 (17) | 22 (24) | 0.22 |
| SGLT2i | 48 (23) | 24 (21) | 24 (26) | 0.44 |
| Sulfonylurea | 19 (9) | 9 (8) | 10 (11) | 0.49 |
| Statin | 70 (34) | 35 (31) | 35 (38) | 0.32 |
| ACE inhibitor | 37 (18) | 18 (16) | 19 (20) | 0.40 |
| ARB | 41 (20) | 22 (20) | 19 (20) | 0.86 |
| Weight, lbs | 230.3±63.6 | 227.5±57 | 231.3±72.7 | 0.68 |
| Body mass index, kg/m2 | 37.5±9.5 | 36.9±8.1 | 37.7±10.6 | 0.55 |
| Systolic blood pressure, mm Hg | 133.8±22.2 | 132.9±21.5 | 134±22.6 | 0.71 |
| Diastolic blood pressure, mm Hg | 77.0±11.7 | 77.9±11.1 | 76.4±12.8 | 0.36 |
| HbA1c, % | 8.3±2.0 | 8.4±2 | 8.3±2.2 | 0.88 |
| Total cholesterol, mg/dL | 159.2±44.4 | 162.3±47 | 162.2±50.4 | 0.99 |
| HDL cholesterol, mg/dL | 42.9±12.0 | 43.3±12.5 | 40.8±9.7 | 0.12 |
| LDL cholesterol, mg/dL | 86.8±36.7 | 85.6±35.8 | 89.8±42.8 | 0.47 |
| Triglycerides, mg/dL | 156.7±96.3 | 173.4±140 | 159.1±90.6 | 0.41 |
Data represent mean±SD or number (proportion), as appropriate. ACE indicates angiotensin‐converting enzyme; ARB, angiotensin receptor blocker; CINEMA, Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease; DPP4, dipeptidyl peptidase‐4; GLP‐1 RA¸ glucagon‐like peptide‐1 receptor agonist; HbA1c, glycosylated hemoglobin; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; and SGLT2, sodium‐glucose cotransporter 2.
Results for Key Cardiometabolic Risk Factors Among All Eligible Patients Participating in the CINEMA Program Year 1
| Risk factor | Baseline, mean±SD |
First follow‐up visit, mean±SD (n=113) | % Change in risk factor |
|
Last follow‐up visit, mean±SD (n=113) |
|
|---|---|---|---|---|---|---|
| Weight, lbs (n=174) | 230.3±63.6 | 218.7±63.2 | −5.0 | 0.011 | 216.5±59.6 | 0.002 |
| Body mass index, kg/m2 (n=172) | 37.5±9.5 | 36.5±9.3 | −2.7 | <0.001 | 35.7±8.8 | <0.001 |
| Systolic blood pressure, mm Hg (n=172) | 133.8±22.2 | 128.5±19.2 | −4.0 | 0.001 | 130.7±20.5 | 0.09 |
| Diastolic blood pressure, mm Hg (n=172) | 77.0±11.7 | 77.7±10.9 | 0.9 | 0.43 | 74.5±10.7 | 0.015 |
| HbA1c, % (n=171) | 8.3±2.0 | 7.4±1.5 | −10.8 | <0.001 | 7.4±1.6 | <0.001 |
| Total cholesterol, mg/dL (n=121) | 159.2±44.4 | 146.7±41.8 | −7.9 | 0.001 | 145.4±38.6 | <0.001 |
| LDL cholesterol, mg/dL (n=119) | 86.8±36.7 | 75.1±35.8 | −13.5 | 0.001 | 73.6±34.0 | <0.001 |
| HDL cholesterol, mg/dL (n=118) | 42.9±12.0 | 42.3±10.4 | −1.4 | 0.47 | 42.7±10.7 | 0.85 |
| Triglycerides, mg/dL (n=120) | 156.7±96.3 | 148.8±87.7 | −5.0 | 0.23 | 155.9±106.8 | 0.92 |
Data represent mean±SD and percentage change between baseline and follow‐up CINEMA visits. Last follow‐up visit column indicates the most recent follow‐up visit data through December 20, 2021, including both individuals with multiple follow‐up visits and individuals with only a single follow‐up visit. CINEMA indicates Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease; HbA1c, glycosylated hemoglobin; HDL, high‐density lipoprotein; and LDL, low‐density lipoprotein.
Paired t test compared with baseline values.
Results for Key Cardiometabolic Risk Factors Among Eligible Patients Participating in the CINEMA Program Year 1 With ≥2 CINEMA Visits
| Risk factor | Baseline, mean±SD |
First follow‐up visit, mean±SD (n=103) | % Change in risk factor |
|
Last follow‐up visit, mean±SD (n=103) |
|
|---|---|---|---|---|---|---|
| Weight, lbs (n=103) | 228.3±56.5 | 222.8±57.9 | −2.4 | 0.26 | 213.1±53.8 | 0.008 |
| Body mass index, kg/m2 (n=103) | 37.2±8.1 | 36.0±8.1 | −3.2 | <0.001 | 35.1±7.5 | <0.001 |
| Systolic blood pressure, mm Hg (n=101) | 132.9±21.9 | 128.6±19.0 | −3.2 | 0.048 | 132.0±20.3 | 0.72 |
| Diastolic blood pressure, mm Hg (n=101) | 77.8±11.4 | 77.2±9.4 | −0.7 | 0.66 | 75.4±10.9 | 0.09 |
| HbA1c, % (n=99) | 8.3±2.0 | 7.4±1.5 | −10.8 | <0.001 | 7.3±1.6 | <0.001 |
| Total cholesterol, mg/dL (n=88) | 158.0±43.5 | 144.0±42.2 | −8.9 | 0.002 | 142.0±36.7 | <0.001 |
| LDL cholesterol, mg/dL (n=87) | 85.4±35.9 | 71.5±35.0 | −16.3 | <0.001 | 69.3±31.8 | <0.001 |
| HDL cholesterol, mg/dL (n=88) | 43.9±12.8 | 42.8±10.9 | −2.5 | 0.25 | 43.1±11.7 | 0.42 |
| Triglycerides, mg/dL (n=89) | 155.9±100.4 | 150.6±93.7 | −3.4 | 0.50 | 152.6±99.9 | 0.67 |
Data represent mean±SD and percentage change between baseline and follow‐up CINEMA visits. Last follow‐up visit column indicates the most recent follow‐up visit data through December 20, 2021, including individuals with multiple follow‐up visits. CINEMA indicates Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease; HbA1c, glycosylated hemoglobin; HDL, high‐density lipoprotein; and LDL, low‐density lipoprotein.
Paired t test compared with baseline values.
Results for Key Cardiometabolic Risk Factors Among Eligible Patients Participating in the CINEMA Program, Stratified by Referral Source
| Risk factor | Referred by providers | Self‐referred |
| ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| No. | Baseline, mean±SD | First follow‐up visit, mean±SD | % Change in risk factor |
| No. | Baseline, mean±SD | First follow‐up visit, mean±SD | % Change in risk factor |
| ||
| Weight, lbs | 131 | 227.6±65.8 | 218.9±66.7 | −3.8 | 0.01 | 43 | 238.7±56.1 | 218.3±51.6 | −8.5 | 0.02 | 0.85 |
| Body mass index, kg/m2 | 130 | 37.6±9.7 | 36.8±9.4 | −2.1 | 0.001 | 42 | 36.9±8.8 | 35.6±8.7 | −3.5 | <0.001 | 0.27 |
| Systolic blood pressure, mm Hg | 130 | 134.1±23.2 | 128.0±19.1 | −4.5 | 0.002 | 42 | 133.2±19.1 | 130.0±19.6 | −2.4 | 0.24 | 0.36 |
| Diastolic blood pressure, mm Hg | 129 | 76.7±12.6 | 77.6±11.3 | 1.1 | 0.41 | 34 | 77.8±8.3 | 77.9±9.9 | 0.1 | 0.93 | 0.58 |
| HbA1c, % | 118 | 8.4±2.1 | 7.5±1.6 | −10.7 | <0.001 | 34 | 7.9±1.7 | 6.8±0.8 | −13.9 | 0.001 | 0.80 |
| Total cholesterol, mg/dL | 91 | 162.3±47.5 | 149.9±44.8 | −7.6 | 0.006 | 30 | 149.5±32.0 | 137.1±29.4 | −8.3 | 0.09 | 0.54 |
| LDL cholesterol, mg/dL | 90 | 88.8±39.4 | 77.1±38.6 | −13.2 | 0.004 | 29 | 80.6±26.2 | 68.8±24.8 | −14.6 | 0.06 | 0.69 |
| HDL cholesterol, mg/dL | 88 | 43.2±12.5 | 42.2±11.0 | −2.3 | 0.31 | 30 | 41.8±10.4 | 42.5±8.7 | 1.7 | 0.51 | 0.15 |
| Triglycerides, mg/dL | 90 | 158.3±92.1 | 151.5±81.7 | −4.3 | 0.37 | 30 | 151.9±109.6 | 140.9±105.0 | −7.2 | 0.40 | 0.30 |
Data represent mean±SD and percentage change between baseline and follow‐up CINEMA visits. CINEMA indicates Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease; HbA1c, glycosylated hemoglobin; HDL, high‐density lipoprotein; and LDL, low‐density lipoprotein.
Paired t test between pre‐CINEMA and post‐CINEMA values.
Mann‐Whitney U test comparing median change in values between the conditions (provider referred vs self‐referred).
Results for Key Cardiometabolic Risk Factors Among Eligible Patients Participating in the CINEMA Program, Stratified by Prior Endocrinology Care
| Risk factor | Prior endocrinology care | No prior endocrinology care |
| ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| No. | Baseline, mean±SD | First follow‐up visit, mean±SD | % Change in risk factor |
| No. | Baseline, mean±SD | First follow‐up visit, mean±SD | % Change in risk factor |
| ||
| Weight, lbs | 80 | 241.2±68.2 | 225.2±67.7 | −6.6 | 0.03 | 94 | 221.0±58.2 | 213.2±58.9 | −3.5 | 0.17 | 0.36 |
| Body mass index, kg/m2 | 79 | 39.5±10.1 | 38.8±9.9 | −1.8 | 0.04 | 93 | 35.7±8.6 | 34.6±8.3 | −3.1 | <0.001 | 0.32 |
| Systolic blood pressure, mm Hg | 81 | 134.0±22.4 | 129.1±21.0 | −3.6 | 0.03 | 91 | 133.7±22.1 | 127.9±17.6 | −4.3 | 0.02 | 0.63 |
| Diastolic blood pressure, mm Hg | 81 | 78.1±11.4 | 79.5±11.7 | 1.8 | 0.24 | 90 | 76.0±11.9 | 76.1±10.0 | 0.1 | 0.96 | 0.36 |
| HbA1c, % | 74 | 8.9±2.1 | 7.8±1.6 | −12.4 | <0.001 | 78 | 7.7±1.8 | 7.0±1.2 | −9.1 | <0.001 | 0.14 |
| Total cholesterol, mg/dL | 57 | 163.9±43.1 | 156.2±44.2 | −4.7 | 0.17 | 64 | 154.9±45.4 | 138.3±37.9 | −10.4 | 0.002 | 0.26 |
| LDL cholesterol, mg/dL | 54 | 88.5±36.5 | 84.6±40.5 | −4.4 | 0.44 | 65 | 85.3±37.1 | 67.2±29.4 | −21.2 | <0.001 | 0.04 |
| HDL cholesterol, mg/dL | 56 | 43.6±12.0 | 41.7±10.7 | −4.4 | 0.07 | 62 | 42.2±12.0 | 42.9±10.3 | 4.0 | 0.57 | 0.16 |
| Triglycerides, mg/dL | 58 | 169.8±111.7 | 158.6±93.7 | −6.6 | 0.32 | 62 | 144.4±78.2 | 139.7±81.4 | −3.3 | 0.49 | 0.78 |
Data represent mean±SD and percentage change between baseline and follow‐up CINEMA visits. CINEMA indicates Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease; HbA1c, glycosylated hemoglobin; HDL, high‐density lipoprotein; and LDL, low‐density lipoprotein.
Paired t test between pre‐CINEMA and post‐CINEMA values.
Mann‐Whitney U test comparing median change in values between the conditions (endocrinology vs no endocrinology).
Figure 4Referral sources to the Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease (CINEMA) program, May 2020 to August 2021.
Among all eligible CINEMA patients, rates of sodium‐glucose cotransporter 2 inhibitor (SGLT2i) and glucagon‐like peptide‐1 receptor agonist (GLP‐1 RA) prescriptions approximately doubled between baseline (blue) and the first follow‐up (red) visits.
Results for Key Cardiometabolic Risk Factors Among SGLT2i/GLP‐1 RA–Naïve Patients Participating in the CINEMA Program Year 1
| Risk factor | Baseline, mean±SD |
First follow‐up visit, mean±SD (N=109) | % Change in risk factor |
|
Last follow‐up visit, mean±SD (N=109) |
|
|---|---|---|---|---|---|---|
| Weight, lbs (n=109) | 228.9±62.5 | 217.1±64.7 | −5.2 | 0.04 | 216.5±59.9 | 0.02 |
| Body mass index, kg/m2 (n=108) | 37.2±9.0 | 36.1±8.7 | −3.0 | <0.001 | 35.3±8.4 | <0.001 |
| Systolic blood pressure, mm Hg (n=106) | 135.1±21.4 | 130.3±19.7 | −3.6 | 0.03 | 132.5±20.1 | 0.27 |
| Diastolic blood pressure, mm Hg (n=106) | 77.0±12.0 | 77.8±11.4 | 1.0 | 0.52 | 74.1±10.9 | 0.02 |
| HbA1c, % (n=96) | 8.2±2.0 | 7.4±1.6 | −9.8 | <0.001 | 7.4±1.7 | <0.001 |
| Total cholesterol, mg/dL (n=76) | 167.7±45.2 | 150.4±43.2 | −10.3 | <0.001 | 149.3±39.6 | <0.001 |
| LDL cholesterol, mg/dL (n=75) | 93.5±37.3 | 77.4±37.0 | −17.2 | <0.001 | 76.6±34.0 | <0.001 |
| HDL cholesterol, mg/dL (n=74) | 44.9±13.1 | 43.0±11.0 | −4.2 | 0.05 | 43.3±11.3 | 0.10 |
| Triglycerides, mg/dL (n=76) | 161.0±102.0 | 154.0±96.2 | −4.3 | 0.39 | 163.1±120.5 | 0.86 |
Data represent mean±SD and percentage change between baseline and follow‐up CINEMA visits. Last follow‐up visit column indicates the most recent follow‐up visit data through December 20, 2021, including both individuals with multiple follow‐up visits and individuals with only a single follow‐up visit. CINEMA indicates Center for Integrated and Novel Approaches in Vascular‐Metabolic Disease; GLP‐1 RA, glucagon‐like peptide‐1 receptor agonist; HbA1c, glycosylated hemoglobin; HDL, high‐density lipoprotein; LDL, low‐density lipoprotein; and SGLT2i, sodium‐glucose cotransporter 2 inhibitor.
Paired t test compared with baseline values.