scholarly journals Effectiveness of Lilly Connected Care Program® (LCCP®) App-Based Diabetes Education for Type 2 Diabetic Patients Treated with Insulin: A Retrospective Real-World Study (Preprint)

2019 ◽  
Author(s):  
Yiyu Zhang ◽  
Chaoyuan Liu ◽  
Shuoming Luo ◽  
Jin Huang ◽  
Xia Li ◽  
...  

BACKGROUND Diabetes poses a heavy economic and social burden worldwide. Mobile apps show great potential for diabetes self-management education. However, there is limited evidence for the effectiveness of providing general diabetes education through mobile apps. OBJECTIVE The aim of this study was to clarify the effectiveness of the Lilly Connected Care Program® (LCCP®) app-based diabetes education for glycemic control. METHODS This retrospective cohort study included diabetic patients recruited to the LCCP platform from September 1, 2018, to May 31, 2019. Each patient was followed up for 12 weeks. According to the number of diabetes education courses they had completed, the patients were divided into three groups: group A (0-4 courses), group B (5-29 courses) and group C (≥30 courses). The main outcomes were the change in blood glucose at the 12th week compared with baseline and the differences in blood glucose at the 12th week among the three groups. The association between the number of diabetes education courses completed and the average blood glucose and self-monitoring of blood glucose (SMBG) at the 12th week was assessed by multivariate linear regression analysis controlling for other confounding covariates. Univariate and multivariate linear regression analyses were used to assess the factors influencing patients’ engagement in the diabetes education courses. RESULTS A total of 5011 participants were enrolled. Their mean fasting blood glucose (FBG) and postprandial blood glucose (PBG) were significantly lower at the 12th week than at baseline (FBG, 7.46 ± 1.95 vs 7.79 ± 2.18 mmol/L, P <.001; PBG, 8.94 ± 2.74 vs 9.53 ± 2.81 mmol/L, P <.001). Compared with group A, the groups that completed more diabetes education courses had lower FBG (group B, β=-0.15, 95% CI -0.26--0.03; group C, β= -0.29, 95% CI -0.41--0.16; P for trend <.001) and PBG (group B, β=-0.29, 95% CI -0.46--0.11; group C, β= -0.47, 95% CI -0.66--0.28; P for trend <.001) and a higher frequency of SMBG at the 12th week (group B, β=1.17, 95% CI 0.81-1.53; group C, β = 4.21, 95% CI 3.81-4.62; P for trend <.001). Age and education were related to patients’ engagement in the diabetes education courses. Compared with young patients (18-34 years old), middle-aged patients (35-59 years old) and elderly patients (≥ 60 years old) completed more diabetes education courses (middle-aged group, β=2.22, P=.01; elderly group, β=2.42, P=.02). CONCLUSIONS The app-based diabetes education is effective for glycemic control and SMBG behavior improvement in type 2 diabetic patients with insulin therapy. Young patients' engagement in the education courses is relatively low. We need to conduct in-depth interviews with users to further improve the curriculum.

10.2196/17455 ◽  
2020 ◽  
Vol 8 (3) ◽  
pp. e17455
Author(s):  
Yiyu Zhang ◽  
Chaoyuan Liu ◽  
Shuoming Luo ◽  
Jin Huang ◽  
Xia Li ◽  
...  

Background Diabetes poses heavy economic and social burdens worldwide. Mobile apps show great potential for diabetes self-management education. However, there is limited evidence for the effectiveness of providing general diabetes education through mobile apps. Objective The aim of this study was to clarify the effectiveness of Lilly Connected Care Program (LCCP) app-based diabetes education for glycemic control. Methods This retrospective cohort study included patients with diabetes recruited to the LCCP platform from September 1, 2018, to May 31, 2019. Each patient was followed for 12 weeks. According to the number of diabetes education courses they had completed, the patients were divided into the following three groups: group A (0-4 courses), group B (5-29 courses), and group C (≥30 courses). The main outcomes were the change in blood glucose at the 12th week compared with baseline and the differences in blood glucose at the 12th week among the three groups. The associations of the number of diabetes education courses completed with the average blood glucose and frequency of self-monitoring of blood glucose (SMBG) at the 12th week were assessed by multivariate linear regression analyses controlling for other confounding covariates. Univariate and multivariate linear regression analyses were used to assess factors influencing patients’ engagement in the diabetes education courses. Results A total of 5011 participants were enrolled. Their mean fasting blood glucose (FBG) and postprandial blood glucose (PBG) were significantly lower at the 12th week than at baseline (FBG, 7.46 [standard deviation (SD) 1.95] vs 7.79 [SD 2.18] mmol/L, P<.001; PBG, 8.94 [SD 2.74] vs 9.53 [SD 2.81] mmol/L, P<.001). The groups that completed more diabetes education courses had lower FBG (group B, β=−0.14, 95% CI −0.26 to −0.03; group C, β=−0.29, 95% CI −0.41 to −0.16; P for trend <.001) and PBG (group B, β=−0.29, 95% CI −0.46 to −0.11; group C, β=−0.47, 95% CI −0.66 to −0.28; P for trend <.001) and a higher frequency of SMBG at the 12th week (group B, β=1.17, 95% CI 0.81-1.53; group C, β=4.21, 95% CI 3.81-4.62; P for trend <.001) when compared with the findings in group A. Age and education were related to patients’ engagement in the diabetes education courses. Middle-aged patients (35-59 years old) and elderly patients (≥60 years old) completed more diabetes education courses (middle-aged group, β=2.22, P=.01; elderly group, β=2.42, P=.02) than young patients (18-34 years old). Conclusions LCCP app-based diabetes education is effective for glycemic control and SMBG behavior improvement in patients with type 2 diabetes receiving insulin therapy. Young patients’ engagement in the education courses was relatively low. We need to conduct in-depth interviews with users to further improve the curriculum.


2020 ◽  
Author(s):  
Yiyu Zhang ◽  
Chaoyuan Liu ◽  
Shuoming Luo ◽  
Jin Huang ◽  
Yuxin Yang ◽  
...  

BACKGROUND Diabetes is a major health concern worldwide. Family member engagement in diabetes self-management education programmes can improve patients’ diabetes management. However, there is limited evidence that the family portal on diabetes management apps is effective in the glycaemic control of patients with diabetes. OBJECTIVE We aimed to evaluate the effectiveness of family support through the family portal function on Lilly Connected Care Program® (LCCP®) platform. METHODS This retrospective cohort study included patients with type 2 diabetes (T2DM) recruited to the LCCP platform from September 1, 2018 to August 31, 2019. Propensity score matching was used to match family (group A) and non-family (group B) portal use groups with similar baseline characteristics. The patients were followed up for 12 weeks. The main objectives were differences in mean fasting blood glucose (FBG), proportion of patients achieving FBG target < 7mmol/L, mean postprandial blood glucose (PBG), proportion of patients achieving PBG target <10mmol/L, proportion of patients achieving both FBG <7mmol/L and PBG <10mmol/L, self-monitoring of blood glucose (SMBG) frequency at week 12 and the number of diabetes education courses patients completed during the 12 weeks. Moreover, logistic regression analysis was used to explore the baseline factors which may be associated with the use of family portal, and odds ratios (ORs) with 95% confidence intervals (CIs) were calculated. RESULTS A total of 6582 adult patients (aged ≥18 years) with T2DM who were treated with insulin were enrolled in the study. Overall, 6.1% (402/6582) of the patients chose to engage their family members to use the family portal. Two groups of 394 patients were well-matched regarding baseline characteristics. After matching, mean FBG and PBG at week 12 were significantly lower in group A than group B (FBG, 7.12 ± 1.70 mmol/L vs. 7.42 ± 1.88 mmol/L, P = .02; PBG, 8.56 ± 2.51 mmol/L vs. 9.10 ± 2.69 mmol/L, P = .002). The proportion of patients achieving both FBG <7mmol and PBG <10mmol/L at week 12 (46.8% vs. 39.4%, P=.04), SMBG frequency at week 12 (8.92 ± 6.77 vs 8.02 ± 5.97 times per week, P = .05) and number of diabetes education courses completed in 12 weeks (23.00 [interquartile range (IQR) 9.00-38.00] vs 15.00 [IQR 4.00-36.00], P<.001) were higher in group A than group B. Besides, multivariate logistic regression analysis showed that higher age (OR=0.987, P=.006) and higher baseline FBG (OR=0.914, P=.004) were correlated with less use of family portal function, while increased baseline SMBG frequency (OR=1.022, P<.001) as well as increased education courses (OR=1.026, P<.001) were associated with more of using family portal function. CONCLUSIONS Family support through the LCCP family portal is effective for glycaemic control and self-management behaviour improvement in T2DM patients.


1991 ◽  
Vol 125 (5) ◽  
pp. 510-517 ◽  
Author(s):  
Andrea Giustina ◽  
Simonetta Bossoni ◽  
Corrado Bodini ◽  
Antonino Cimino ◽  
Giuseppe Pizzocolo ◽  
...  

Abstract. We evaluated the effects of iv pretreatment with exogenous GH on the GH response to GHRH either alone or in combination with pyridostigmine in 14 Type I diabetic patients and 6 normal subjects. All the subjects received an iv bolus injection of biosynthetic human GH, 2 IU; 2 h later they received either a. pyridostigmine, 120 mg orally, or b. placebo, 2 tablets orally, followed 1 h later by iv injection of GHRH(1-29) NH2, 100 μg. In normal subjects the median GH peak after GH+GHRH was 1.8, range 1.2-6.9 μg/l. Pyridostigmine enhanced the GH response to GHRH in all subjects. The median GH peak after pyridostigmine+ GH+GHRH was 32.7, range 19.8-42.1 μg/l (p<0.001 vs GHRH alone). Seven diabetic subjects had median GH peaks after GH+GHRH >6.9 μg/l (the maximum GH peak after GH+GHRH in normal subjects) (group A: median GH peak 35.7, range 21.7-55 μg/l). The other diabetic subjects had GH peak lower than 6.9 μg/l (group B: median GH peak 4.4, range 2.1-6.5 μg/l). Pyridostigmine significantly increased the GH response to GHRH in group B patients (median GH peak 29.3, range 15.7-93.4 μg/l, p<0.001 vs GH+GHRH alone), but not in group A patients (median GH peak 39.9, range 21.9-64.9 μg/l). Group A diabetic patients were younger and had higher HbA1c and blood glucose levels than group B patients. In those diabetic patients with an exaggerated GH response to GH+GHRH, pyridostigmine failed to cause the increase in GH secretion observed in diabetic and control subjects with no responses to GH+GHRH. It can be suggested that elevated 24-h GH levels in some Type I diabetic patients may be due to decreased somatostatinergic tone which in turn causes altered autoregulation of GH secretion. We hypothesize that this finding is a consequence of a reset of the hypothalamic control of GH secretion caused by a chronically elevated blood glucose level in this subpopulation.


2018 ◽  
Vol 5 (2) ◽  
pp. 351 ◽  
Author(s):  
Vitan Patel ◽  
Minal Shastri ◽  
Nisha Gaur ◽  
Prutha Jinwala ◽  
Abhishek Y. Kadam

Background: Diabetic nephropathy is one of the commonest and most dreaded complications of Diabetes. The Aim was to evaluate the significance of microalbuminuria and creatinine clearance for detecting incipient diabetic nephropathy, and to find out the prevalence of nephropathy among freshly detected Type 2 diabetic patients with vs. those without hypertension, hypercholesterolemia and/or obesity.Methods: In this prospective study, 100 recently diagnosed diabetics were studied. Group A had 50 patients with at least one risk factor are hypertension, hypercholesterolemia and obesity. Group B had 50 patients without any of the aforementioned factors. Patients were investigated for presence of Diabetic nephropathy with abnormal serum Creatinine, creatinine clearance and urinary albumin levels.Results: As many as 43 out of 100 patients were found to have Diabetic nephropathy. The number was significantly higher in group A compared to group B (34/50 vs. 9/50). Incidence of nephropathy was higher with higher number of associated risk factors. Urinary microalbuminuria was the commonest abnormality, Serum creatinine was found in only 30.23% of total positive cases.Conclusions: Incidence of diabetic nephropathy is much larger than imagined in freshly diagnosed/new onset cases of DM type 2. Author also conclude that hypertension, obesity and hypercholesterolemia can contribute to development of nephropathy (68% vs. 18% in those who had the factors vs. those who didn’t). Also, urinary microalbuminuria appears to be much more sensitive than serum creatinine as screening tool.


10.2196/25122 ◽  
2021 ◽  
Vol 9 (2) ◽  
pp. e25122
Author(s):  
Yiyu Zhang ◽  
Chaoyuan Liu ◽  
Shuoming Luo ◽  
Jin Huang ◽  
Yuxin Yang ◽  
...  

Background Diabetes is a major health concern worldwide. Family member engagement in diabetes self-management education programs can improve patients’ diabetes management. However, there is limited evidence that the family portal on diabetes management apps is effective in the glycemic control of patients with diabetes. Objective We aimed to evaluate the effectiveness of family support through the family portal function on Lilly Connected Care Program (LCCP) platform. Methods This retrospective cohort study included patients with type 2 diabetes recruited to the LCCP platform from September 1, 2018, to August 31, 2019. Propensity score matching was used to match family (group A) and non–family (group B) portal use groups with similar baseline characteristics. The patients were followed up with for 12 weeks. The main objectives were differences in mean fasting blood glucose, proportion of patients achieving fasting blood glucose target <7mmol/L, mean postprandial blood glucose, proportion of patients achieving postprandial blood glucose target <10mmol/L, proportion of patients achieving both fasting blood glucose <7mmol/L and postprandial blood glucose <10mmol/L, self-monitoring of blood glucose frequency at week 12 and the number of diabetes education courses patients completed during the 12 weeks. Moreover, logistic regression analysis was used to explore the baseline factors which may be associated with the use of family portal, and odds ratios with 95% confidence intervals were calculated. Results A total of 6582 adult patients (aged ≥18 years) with type 2 diabetes who were receiving insulin therapy were enrolled in the study. Overall, 6.1% (402/6582) of the patients chose to engage their family members to use the family portal. Two groups of 394 patients were well-matched regarding baseline characteristics. After matching, mean fasting blood glucose and postprandial blood glucose at week 12 were significantly lower in group A than in group B (fasting blood glucose: 7.12 mmol/L, SD 1.70 vs 7.42 mmol/L, SD 1.88, respectively, P=.02; postprandial blood glucose: 8.56 mmol/L, SD 2.51 vs 9.10 mmol/L, SD 2.69, respectively, P=.002). When comparing group A to group B, the proportion of patients achieving both fasting blood glucose <7mmol and postprandial blood glucose <10mmol/L at week 12 (46.8% vs 39.4%, respectively, P=.04), self-monitoring of blood glucose frequency at week 12 (8.92 times per week, SD 6.77 vs 8.02 times per week, SD 5.97, respectively, P=.05) and number of diabetes education courses completed in 12 weeks (23.00, IQR9.00-38.00 vs 15.00, IQR 4.00-36.00, respectively, P<.001) was higher. Additionally, multivariate logistic regression analysis showed that higher age (OR=0.987, 95% CI 0.978-0.996, P=.006) and higher baseline fasting blood glucose (OR=0.914, 95% CI 0.859-0.972, P=.004) were correlated with less use of the family portal function, while increased baseline self-monitoring of blood glucose frequency (OR=1.022, 95% CI 1.012-1.032], P<.001) as well as increased education courses (OR=1.026, 95% CI 1.015-1.036, P<.001) were associated with more use of the family portal function. Conclusions Family support through the LCCP family portal is effective for glycemic control and self-management behavior improvement in type 2 diabetes patients.


2021 ◽  
Vol 10 (2) ◽  
pp. 73-78
Author(s):  
Jubaida Khanam Chowdhury ◽  
AKM Rashed Ul Hasan ◽  
Rajee Mahmud Talukder ◽  
Md Nizamuddin Chowdhury ◽  
Md Nazrul Islam

Background: In diabetic patients a good proportion of nephropathy is due to nephropathy other than diabetic renal disease. The detection of superimposed primary nondiabetic renal disease in diabetic patients has an obvious prognostic and therapeutic importance. Objectives: To find out the proportion of diabetic subjects suffering from nondiabetic renal disease (NDRD) and to describe histological varieties in appropriate group. Materials and Methods: This crosssectional study was done in Department of Nephrology, Dhaka Medical College & Hospital, Dhaka from August 2015 to October 2016. Total 37 type 2 diabetic patients were selected. Renal biopsy was done and four cases were excluded due to inadequate sample. Tissue was sent for histopathology and direct immunofluorescence (DIF) examination. On the basis of histological diagnosis of biopsy reports patients were divided into three groups. Group I: Isolated NDRD, Group II: NDRD superimposed on diabetic nephropathy (mixed lesion) and Group III: Isolated diabetic nephropathy (DN). Each patient was evaluated for retinopathy from Ophthalmology department. Based on the presence or absence of retinopathy 33 patients were again divided into two groups. Group A includes patients with diabetic retinopathy (DR) and Group B includes patients without diabetic retinopathy. Results: NDRD was found in 57.6% cases, NDRD plus diabetic nephropathy (DN) in 21.2% and isolated DN in 21.2% cases. In Group A (patients with DR) NDRD, DN and mixed lesion were present in 7 (41.2%), 5 (29.4%) and 5 (29.4%) cases. In Group B (patients without DR) NDRD, DN and mixed lesion were present in 12 (75%), 2 (12.5%) and 2 (12.5%) cases respectively. p value (0.189) was not significant. Conclusion: Kidney disease other than diabetic nephropathy can occur in type 2 diabetic patients. In this study NDRD was found in high frequency. Lack of retinopathy is a poor predictor of nondiabetic kidney disease. Therefore, renal biopsy should be recommended in type 2 diabetic patients with risk factors of NDRD for accurate diagnosis, prompt initiation of disease-specific treatment and ultimately better renal outcome. J Enam Med Col 2020; 10(2): 73-78


Author(s):  
Rikarni . ◽  
Lillah . ◽  
Yoesri .

Increase of fibrinogen concentration in type 2 diabetic patients is an indicator for vascular inflammation, endothelial dysfunction. Hyperfibrinogenemia is a strong marker and independently for atherosclerosis. Beside that, hyperfibrino -genemia can precede macroand microvascular complication. In type 2 diabetic, microalbuminuria is early marker for diabetic nephropathy and show that there isendothelial dysfunction. Microalbuminuria not only useful to predict renal damage, but also useful to predict cardiovascular damage.Microalbuminuria is a marker for endothelial dysfunction. To know the correlation between increase of fibrinogen concentration andmicroalbuminuria in type 2 diabetic patients. The study was performed in Dr. M. Djamil central Hospital by using cross sectionalmethod and consecutive random sampling. Sample were type 2 diabetic patients included criteria were measured albumin/ creatinineratio and the patients was divided in 2 group, that is group A (normoalbuminuria) and group B (microalbuminuria) with totalsample were 90 patients. Each group were performed measurement of albumin/ creatinine ratio, random glucose concentration, andfibrinogen concentration in plasma. In group A, we found the average of albumin/ creatinine ratio is 6.6 μg/mg and in group B is107.5 μg/mg. The average of random glucose concentration in group A is 181.3 mg/dl, and in group B is 204 mg/dl and the difference of concentration is not significantly (p > 0.05). The average of fibrinogen concentration in group A is 383.5 ± 104.6 mg/dl, and in group B is 467 ± 79 mg/dl. Increasing fibrinogen concentration in group B is higher than group A and the increasing is significantlystatistical difference (p <0.05). In this study we also founded the positive correlation between concentration of fibrinogen plasma andalbuminuria ( r = 0.036, p =0.0004). In type 2 diabetic patients with normoalbuminuria has been increased fibrinogen concentration,and the increasing of fibrinogen concentration in type 2 diabetic patients with microalbuminuria is higher than type 2 diabetic patientswith normoalbuminuria. There are positive correlation between fibrinogen plasma concentration and albumin/creatinine ratio


Author(s):  
Zainab H. Fathi ◽  
Jehan A. Mohammad ◽  
Marwah H. Mohammed

Adiponectin (APN) is an adipokine with anti-inflammatory and anti-atherogenic properties decreased in type 2 diabetes mellitus (T2DM) that may influence endothelial function by regulating serum nitric oxide (NO) levels. The current study aimed to investigate the effect of two oral hypoglycemic drugs, Metformin and Glibenclamide (GLC), on circulating APN and NO levels and to find a correlation between APN and NO levels in type 2 diabetic patients. Fifty males and females previously diagnosed with T2DM were conducted in this trial and classified into groups: Group A involved 18 untreated patients with T2DM, group B involved 16 patients receiving Metformin monotherapy (1000 mg/day) for up to 1 year and group C involved 16 patients receiving GLC (5 mg/day) for up to 1 year. Circulating APN and NO were measured. Compared to GLC, Metformin therapy showed a significant increase in APN and NO levels in type 2 diabetic patients. Our findings established that Metformin has a protective effect on endothelial function, including increased APN and NO bioavailability, beyond its glucose-lowering effect.


Author(s):  
Mohammad Afkhami-Ardekani ◽  
Mahmoo Emami-Meibodi ◽  
Naimeh Mostafae ◽  
Arezoo Afkhami-Ardekani ◽  
Boshra Najafi

Objective: The risk of cardiovascular disease increased in diabetic patients due to lipoprotein metabolism disorder and insulin resistance. There is different type of dyslipidemia in diabetic patient. The nicotinic acid (niacin) is categorized as vitamin B family and decreases low-density lipoproteins (LDL) and triglyceride (TG) level and increases high-density lipoproteins (HDL). The aim of this study was to compare the effect of niacin treatment with and without atorvastatin on lipid profile on diabetic patient. Materials and Methods: This study is cross over clinical trial on 30 diabetic patients (9 men, 21women) referred to diabetes research center of Yazd (IRAN). At initiation of study administered atorvastatin alone (20 mg/day) for 6 weeks (protocol A), and after 3 weeks washout period, started atorvastatin (20 mg/day) with niacin (50 mg/day) for 6 weeks (protocol B). Statistical analysis was accomplished by using SPSS for windows, version 11.50 and kappa and paired T-test. Results: Patients on protocol B had statistically significant more increase of HDL-C (P-value= 0.08) and decrease of TG than profile A (P-value= 0.024). Also, 2 hours post prandial blood sugar and HbA1c changes in two groups were not significant A (P-value= 0.226), B (P-value= 0.918). Patient in group B had statistically significant decrease in systolic blood pressure and diastolic blood pressure than group A (P-value= 0.010, P-value= 0.015). Conclusion: This study showed decrease of TG, LDL-C and total cholesterol and increase of HDL in both groups. There are significant changes in HDL-C and TG in group B that used niacin with atorvastatin than group A.


2012 ◽  
Vol 9 (1) ◽  
pp. 113-119
Author(s):  
Baghdad Science Journal

Elevated C-Reactive Protein (CRP) level in serum is a risk factor for type 2 diabetes ,this relationship is likely to be the cause it means elevated CRP leads to T2D in future . Our objective was to examine CRP in male Type 2 Diabetes(T2D) patients in different age ,we studied 120 male subjects divided to two groups according to their age. First group A age (31 - 40) year old ,60 person )30 control & 30 T2D patients(,3 person for each same age: second group B age (41 – 50) years old ,60 person )30 control & 30 T2D patients(,3 person for each same age. We examined blood sugar ,cholesterol and CRP in each group. and we toke the mean of samples in the same age in each data in all the 4 groups. Our data shows that CRP raised significantly P?0.05 in group A(T2D) and in group B(T2D) comparing with control group of each .And cholesterol levels, and sugar levels raised significantly P?0.05 in group A(T2D) and in group B(T2D) comparing with control group of each. CRP ,Cholesterol and sugar are higher in group B(T2D) than in group A(T2D),and in group B (control) than in group A (control). CRP level can predict diabetes but not causal, diabetes may cause a kind of inflammation (showed by high CRP) by its effect on body and this effect (inflammation) may cause rising CRP level.


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