| Literature DB >> 29291706 |
Ayla M Tourkmani1, Osama Abdelhay1, Hesham I Alkhashan1, Aboud F Alaboud1, Ahmed Bakhit1, Tarek Elsaid1, Ahmed Alawad1, Aljohara Alobaikan1, Hala Alqahtani1, Abdulaziz Alqahtani1, Adel Mishriky1, Abdulaziz Bin Rsheed1, Turki J Alharbi2.
Abstract
BACKGROUND: Long intervals between patient visits and limited time with patients can result in clinical inertia and suboptimal achievement of treatment goals. These obstacles can be improved with a multidisciplinary care program. The present study aimed to assess the impact of such a program on glycemic control and cardiovascular risk factors.Entities:
Keywords: Cardiovascular risk; Glycemic control; Multidisciplinary care; Type 2 diabetes
Mesh:
Substances:
Year: 2018 PMID: 29291706 PMCID: PMC5748946 DOI: 10.1186/s12875-017-0677-2
Source DB: PubMed Journal: BMC Fam Pract ISSN: 1471-2296 Impact factor: 2.497
Fig. 1Flow diagram of the progress in a randomized controlled trial
Fig. 2Graphical depiction of the intervention
Demographic and clinical data of the study groups at enrollment
| Intervention ( | Control ( |
| |
|---|---|---|---|
| Age (years) | |||
| < 50 | 47 (24.1%) | 15 (22.1%) | |
| 50-59 | 68 (34.9%) | 22 (32.4%) | |
| ≥ 60 | 80 (41.0%) | 31 (45.6%) | |
| Range | 20-85 | 33-83 | |
| Mean ± SDb | 56.9 ± 12.0 | 57.7 ± 11.6 | 0.649 |
| Sex | |||
| Male (92) | 67 (34.4%) | 25 (36.8%) | 0.720 |
| Female (171) | 128 (65.6%) | 43 (63.2%) | |
| Comorbidities | |||
| Numberb | 2.3 ± 0.8 | 3.0 ± 1.0 | <0.001 |
| Hypertension | 59 (30.3%) | 48 (70.6%) | <0.001 |
| Dyslipidemia | 90 (46.2%) | 65 (95.6%) | <0.001 |
| Cardiac disease | 33 (16.9%) | 9 (13.2%) | 0.475 |
| Cerebrovascular disease | 4 (2.1%) | 0 (0.0%) | 0.234 |
| Renal disease | 29 (14.9%) | 9 (13.2%) | 0.741 |
| Hypothyroidism | 28 (14.4%) | 8 (11.8%) | 0.592 |
| Others | 4 (2.1%) | 0 (0.0%) | 0.234 |
| Diabetes Durationb (years) | 1.21 ± 0.3 | 1.16 ± 0.3 | 0.238 |
| Body weight (Kg)b | 82.9 ± 17.6 | 74.8 ± 14.3 | <0.001 |
| Glycemic control‡ | |||
| HbA1c (%) | 11.2 ± 1.4 | 10.1 ± 1.6 | <0.001 |
| HbA1c (mmol/mol) | 99 ± (84–114) | 87 ± (69–104) | |
| Fasting blood glucose (mmol/l) | 12.3 ± 4.6 | 12.2 ± 4.3 | 0.865 |
| Blood lipids (mmol/l)‡ | |||
| Total cholesterol | 4.7 ± 1.3 | 5.0 ± 4.1 | 0.292 |
| Triglycerides | 1.9 ± 1.9 | 1.6 ± 0.7 | 0.102 |
| HDL cholesterol | 1.2 ± 0.3 | 1.1 ± 0.3 | 0.506 |
| LDL cholesterol | 2.7 ± 1.0 | 2.7 ± 0.9 | 0.979 |
| Blood pressure (mmHg)b | |||
| Systolic | 130.1 ± 13.3 | 129.1 ± 14.1 | 0.600 |
| Diastolic | 73.2 ± 8.0 | 74.0 ± 8.2 | 0.481 |
aUsing Chi-square unless mentioned otherwise
bStudent t-test
Paired post-pre changes (as a percent of the baseline) in HbA1c, blood glucose and lipids, blood pressure and body weight among patients in the intervention and control groups
| Mean ± SD of difference of relative changes related to start of the study | Lower confidence | Upper confidence | Paired t-test | df |
| ||
|---|---|---|---|---|---|---|---|
| Intervention | |||||||
| HbA1c | −27.08 ± 12.90 | −25.26 | −28.90 | −29.31 | 194 | <0.001* | |
| FBG | −17.10 ± 43.38 | −10.91 | −23.29 | −5.45 | 190 | <0.001* | |
| Cholesterol | −9.93 ± 19.05 | −7.19 | −12.66 | −7.16 | 188 | <0.001* | |
| Triglycerides | −3.84 ± 50.39 | 3.35 | −11.03 | −1.05 | 190 | 0.294 | |
| HDL | 6.56 ± 51.96 | 13.98 | −0.85 | 1.75 | 190 | 0.082 | |
| LDL | −11.44 ± 56.35 | −3.46 | −19.42 | −2.83 | 193 | 0.005* | |
| Systolic BP | −1.49 ± 10.36 | −0.03 | −2.95 | −2.01 | 194 | 0.046* | |
| Diastolic BP | −3.41 ± 12.34 | −1.67 | −5.15 | −3.86 | 194 | <0.001* | |
| Body weight | 3.72 ± 5.62 | 4.54 | 2.91 | 9.01 | 184 | <0.001* | |
| Control | |||||||
| HbA1c | 18.75 | 122.04 | 48.29 | −10.79 | 1.27 | 67 | 0.210 |
| FBG | −0.74 | 49.16 | 11.16 | −12.64 | −0.12 | 67 | 0.901 |
| Cholesterol | −4.10 | 11.28 | −1.16 | −7.04 | −2.79 | 58 | 0.007* |
| Triglycerides | 0.73 | 37.52 | −9.82 | 8.35 | 0.16 | 67 | 0.873 |
| HDL | −0.21 | 13.56 | 3.07 | −3.49 | −0.13 | 67 | 0.897 |
| LDL | −1.65 | 41.20 | 8.33 | −11.62 | −0.33 | 67 | 0.743 |
| Systolic BP | 1.18 | 10.48 | 3.72 | −1.35 | 0.93 | 67 | 0.356 |
| Diastolic BP | −0.11 | 12.19 | 2.85 | −3.06 | −0.07 | 67 | 0.944 |
| Body weight | 0.16 | 4.44 | 1.24 | −0.92 | 0.30 | 66 | 0.766 |
(*) Statistically significant at p < 0.05. The relative change was calculated as the mean change during the study divided by the mean at enrollment
Fig. 3a Comparison of different categories of HbA1c at enrollment and final stage of follow up. b Change in HbA1c category for both the intervention and control cohorts
Absolute difference at the end of the study between intervention and control group, showed statistically significant difference in HbA1c, FBG, Cholesterol, LDL and Body weight parameters with P value (<0.001, 0.012, 0.024, 0.033 and <0.001) respectively
| Modifiable risk factors | Intervention final measurement at the end of study (mean ± SD) | Control final measurement at the end of study (mean ± SD) | Absolute difference at the end of study between intervention and control | P† Value |
|---|---|---|---|---|
| HbA1c | 8.0 ± 1.2 | 11.7 ± 11.3 | 3.7 | 0.001* |
| FBG | 9.3 ± 4.5 | 11.2 ± 4.5 | 1.9 | 0.005* |
| Cholesterol | 4.1 ± 0.8 | 4.8 ± 4.1 | 7 | 0.022* |
| Triglycerides | 1.6 ± 0.9 | 1.5 ± 0.6 | .1 | 0.233 |
| HDL | 1.2 ± 0.3 | 1.1 ± 0.3 | .1 | 0.914 |
| LDL | 2.1 ± 0.6 | 2.5 ± 0.9 | .4 | 0.059 |
| Systolic BP | 127.5 ± 13 | 129.7 ± 11.4 | 2.2 | 0.223 |
| Diastolic BP | 70.3 ± 9.2 | 73.3 ± 7.8 | 3 | 0.215 |
| Body weight | 85.7 ± 17.8 | 74.9 ± 14.8 | 10.8 | 0.001* |
† − P values for the intervention-control differences were estimated using † the Mann–Whitney U test
*P < 0.05
Correlation between the pre-post changes in HbA1c levels and certain patients’ personal and disease and service characteristics
| Spearman rank correlation | ||||||
|---|---|---|---|---|---|---|
| Total | Intervention | Control | ||||
| HbA1c | HbA1c | HbA1c | HbA1c | HbA1c | HbA1c | |
| HbA1c (pre-post diff % of pre) | .992§ | .984 § | .997§ | |||
| Age | −0.03 | −0.02 | −0.03 | −0.01 | 0.07 | 0.07 |
| Duration of DM | −0.11 | −0.10 | −0.11 | −0.10 | −0.54 | −0.54 |
| Insulin total dose/kg Number of: | .177§ | .172§ | 0.00 | −0.01 | −0.01 | −0.02 |
| Comorbidities | −.229§ | −.232§ | 0.03 | 0.03 | −0.02 | −0.01 |
| Insulin types | .423§ | .427§ | −0.04 | −0.05 | 0.21 | 0.21 |
| Oral drugs | 0.08 | 0.07 | 0.02 | 0.00 | −0.05 | −0.03 |
| All medications | .409§ | .408§ | −0.02 | −0.04 | 0.17 | 0.18 |
| Doctor | −.184§ | −.180§ | −0.05 | −0.05 | 0.11 | 0.11 |
| Case manager | .597§ | .612§ | .314§ | .331§ | −0.06 | −0.07 |
| Dietitian | −.214§ | −.215§ | −0.08 | −0.08 | 0.02 | 0.02 |
| DM educator | .172§ | .183§ | 0.06 | 0.08 | 0.19 | 0.20 |
| Health educator | .479§ | .491§ | 0.10 | 0.10 | ||
| Total visits | .552§ | .569§ | .303§ | .321§ | 0.11 | 0.11 |
DM diabetes mellitus
(§) Statistically significant at p < 0.01
Best fitting multiple linear regression model for the improvement in the level of HbA1c after the intervention
| Unstandardized Coefficients | Standardized Coefficients | t-test |
| 95% Confidence Interval for B | |||
|---|---|---|---|---|---|---|---|
| B | Std. Error | Lower | Upper | ||||
| Constant | 4.82 | 0.53 | 9.09 | <0.001 | 3.77 | 5.86 | |
| Intervention vs control | 2.47 | 0.33 | 0.45 | 7.42 | <0.001 | 3.12 | 1.81 |
| Total number of clinic visits | 0.07 | 0.02 | 0.22 | 3.66 | <0.001 | 0.03 | 0.11 |
R-square = 0.35, Model ANOVA: F = 60.82, p < 0.001. Variables entered and excluded: age, sex, numbers of comorbidities, diabetes duration, insulin and oral medications, and insulin dose