scholarly journals Effectiveness of the Family Portal Function on the Lilly Connected Care Program (LCCP) for Patients With Type 2 Diabetes: Retrospective Cohort Study With Propensity Score Matching

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.

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.


PPAR Research ◽  
2015 ◽  
Vol 2015 ◽  
pp. 1-8 ◽  
Author(s):  
Xiaomeng Feng ◽  
Xia Gao ◽  
Yumei Jia ◽  
Heng Zhang ◽  
Qingrong Pan ◽  
...  

Irisin is related to insulin resistance and metabolic disorders. The physiologic effects of irisin are partially mediated through peroxisome proliferator-activated receptor-α(PPAR-α). We investigated the effect of fenofibrate, a PPAR-αagonist, on serum irisin in type 2 diabetes patients with hypertriglyceridemia. This study evaluated cross-sectional and interventional studies of 25 type 2 diabetes patients with hypertriglyceridemia (group A) and 40 controls (group B). Group A was treated with fenofibrate (200 mg/day) for 8 weeks. Serum irisin and clinical characteristics were examined. Serum irisin was significantly higher in group A compared with group B (45.15±10.48versus35.38±9.97 ng/ml,P<0.001) and correlated with body mass index (r=0.314,P=0.011), fasting blood glucose (r=0.399,P=0.001), total cholesterol (r=0.256,P=0.040), and high-density lipoprotein cholesterol (r=0.247,P=0.047). In multiple regression analysis after controlling for confounders, only fasting blood glucose (β=5.615,P<0.001) and high-density lipoprotein cholesterol (β=19.483,P<0.001) were independently related to serum irisin. After 8 weeks of fenofibrate treatment, serum irisin significantly decreased in group A compared with baseline (45.15±10.48versus38.74±12.54 ng/ml,P=0.011). Conclusively, fenofibrate decreased serum irisin in type 2 diabetes patients with hypertriglyceridemia, indicating that PPAR-αagonists may protect against metabolic disorders by improving irisin resistance.


2020 ◽  
Vol 9 (2) ◽  
pp. 65-68
Author(s):  
Md. Tazul Islam ◽  
Miliva Mozaffor ◽  
Md. Ehsanul Islam ◽  
Heera Lal Roy

Background and Aims: Controversies prevail on association of vitamin D level and type 2 diabetes mellitus. The present study aims to compare serum 25-hydroxycholecalciferol (vitamin D3) level and fasting blood glucose in type 2 diabetes mellitus patients and healthy subjects and evaluate their association in both groups. Methods: This cross-sectional, observational study was done in Department of Biochemistry, Sylhet MAG Osmani Medical College, Bangladesh, between July 2015 and June 2016. The patients were selected from medicine out-patients departments (MOPD) of Sylhet MAG Osmani Medical College Hospital and Sylhet Diabetic Hospital, Bangladesh. A total of 135 study subjects were selected following convenient consecutive sampling technique. They grouped into case (Group A) i.e. 65 patients having type 2 diabetes mellitus, and control (Group B), i.e. 70 patients apparently healthy subjects (non-diabetic). Initial evaluation of the patients done by history and clinical examination was recorded in the preformed data collection sheet. Fasting blood glucose was measured by enzymatic method, while serum 25-hydroxycholecalciferol (vitamin D3) was measured by radioimmunoassay (RIA). Results: The mean age of 42.02±3.29 years in case (Group A); while 41.35±3.97 years in control (Group B). There were 33 male (50.76%) and 32 (49.23%) female in group A, while 35 (50%) male and 35 (50%) female in group B. No significant age difference was observed between the groups (p=0.284). Serum 25-hydroxycholecalciferol in cases (Group A) was 55.73±9.02 ng/ml and in controls (Group B) 53.77±10.86 ng/ ml (p=0.255). Fasting blood glucose was 161.98±62.47 mg/dl in cases (Group A) and 86.92±15.74 mg/dl in controls (Group B) (p<0.001). No correlation was found between serum 25-hydroxycholecalciferol and fasting blood glucose in any group: in type 2 diabetic patients (case group) (r=0.010, p=0.943), in healthy controls (r=0.186, p=0.122), and all study subjects together (r=0.095, p=0.268). Conclusions: Our data suggest that serum 25-hydroxycholecalciferol (vitamin D3) was within optimum level in both type 2 diabetic patients and healthy individuals. However, no correlation was found between serum 25-hydroxycholecalciferol and fasting blood glucose in any group.  


2019 ◽  
Vol 26 (04) ◽  
Author(s):  
Doctor Dilshad Muhammad ◽  
Masood Javed ◽  
Muzzammal Iftikhar

Background: Diabetic complications are related to impaired glycemic control. The UK Prospective Diabetes Study (UKPDS) showed that metformin therapy in overweight and obese patients with type 2 diabetes mellitus (T2DM) could reduce HbA1c and complications. So, metformin has been suggested to be the drug of choice after life style modifications in patients with T2DM. Repaglinide, short-acting insulin secretagogues, has excellent anti-hyperglycemic effect and a lower risk of hypoglycemia. However, whether repaglinide can be used as an initial therapy in patients with newly diagnosed T2DM is still unconfirmed. Objectives: The objective of this study was: To compare efficacy of Repaglinide and Metformin in the Treatment of New Onset Type 2 Diabetes Mellitus. Study Design: Randomized Controlled Trial. Setting: District headquarter Hospital, Faisalabad. Period: 6 Months (Jan 2018 to June 2018). Methodology: Patients were randomly divided into two groups (A & B) by using computer generated random number table. Group A was given repaglinide 0.75-1.5 mg/day while group B received metformin 750-1500mg/day. The doses of metformin and repaglinide were adjusted according to blood glucose level. For HbA1C and FBS, blood samples were sent to pathology laboratory at the start of study and after 3 months. Follow up was ensured by reaching the patients through telephonic contact. Data was collected through self-conducted interviews using a standardized Performa. Results: In our study, mean+sd was calculated as 44.54+5.92 years in Group-A and 45.31+6.13 years in Group-B, 42.86%(n=15) in Group-A and 40%(n=14) in Group-B were male whereas 57.14%(n=20) in Group-A and 60%(n=21) in Group-B were females. Baseline mean HbA1c levels of the patients were calculated as 7.51+0.50 mmol/L in Group-A and 7.54+0.52 mmol/L in Group B, p value was 0.81. After treatment, these findings were reduced to 5.57+0.65 in Group-A and 6.4+0.49 in Group-B, p value was 0.0001, At baseline mean fasting blood glucose levels of the patients were calculated as 7.43+0.56 mmol/L in Group-A and 7.46+0.50 mmol/L in Group B, p value was 0.82. After treatment, these findings were reduced to 5.83+0.71 in Group-A and 6.29+0.67 in Group-B, p value was 0.007. Conclusion: We concluded that on comparison of Metformin and Repaglinide monotherapy in the Treatment of New Onset Type 2 Diabetes Mellitus in terms of mean fasting blood glucose and mean HbA1c, both drugs reduced HbA1c and fasting blood sugar but Repaglinide was found significantly better for reduction of HbA1c and fasting blood sugar when compared to Metformin.


Nutrients ◽  
2021 ◽  
Vol 13 (10) ◽  
pp. 3377
Author(s):  
Omorogieva Ojo ◽  
Xiao-Hua Wang ◽  
Osarhumwese Osaretin Ojo ◽  
Amanda Rodrigues Amorim Adegboye

The use of nutritional interventions for managing diabetes is one of the effective strategies aimed at reducing the global prevalence of the condition, which is on the rise. Almonds are the most consumed tree nut and they are known to be rich sources of protein, monounsaturated fatty acids, essential minerals, and dietary fibre. Therefore, the aim of this review was to evaluate the effects of almonds on gut microbiota, glycometabolism, and inflammatory parameters in patients with type 2 diabetes. Methods: This systematic review and meta-analysis was carried out according to the preferred reporting items for systematic review and meta-analysis (PRISMA). EBSCOhost, which encompasses the Health Sciences Research Databases; Google Scholar; EMBASE; and the reference lists of articles were searched based on population, intervention, control, outcome, and study (PICOS) framework. Searches were carried out from database inception until 1 August 2021 based on medical subject headings (MesH) and synonyms. The meta-analysis was carried out with the Review Manager (RevMan) 5.3 software. Results: Nine randomised studies were included in the systematic review and eight were used for the meta-analysis. The results would suggest that almond-based diets have significant effects in promoting the growth of short-chain fatty acid (SCFA)-producing gut microbiota. Furthermore, the meta-analysis showed that almond-based diets were effective in significantly lowering (p < 0.05) glycated haemoglobin (HbA1c) levels and body mass index (BMI) in patients with type 2 diabetes. However, it was also found that the effects of almonds were not significant (p > 0.05) in relation to fasting blood glucose, 2 h postprandial blood glucose, inflammatory markers (C-reactive protein and Tumour necrosis factor α, TNF-α), glucagon-like peptide-1 (GLP-1), homeostatic model assessment of insulin resistance (HOMA–IR), and fasting insulin. The biological mechanisms responsible for the outcomes observed in this review in relation to reduction in HbA1c and BMI may be based on the nutrient composition of almonds and the biological effects, including the high fibre content and the low glycaemic index profile. Conclusion: The findings of this systematic review and meta-analysis have shown that almond-based diets may be effective in promoting short-chain fatty acid-producing bacteria and lowering glycated haemoglobin and body mass index in patients with type 2 diabetes compared with control. However, the effects of almonds were not significant (p > 0.05) with respect to fasting blood glucose, 2 h postprandial blood glucose, inflammatory markers (C-reactive protein and TNF-α), GLP-1, HOMA–IR, and fasting insulin.


2017 ◽  
Vol 4 (1) ◽  
pp. 58
Author(s):  
Varun K. Singh ◽  
K. R. C. Reddy

<p class="abstract"><strong>Background:</strong> <span lang="EN-IN">Lodhradi Kashaya (LKSD) is basically ayurvedic kwath dosage form, described as Madhumehajeet (winner of diabetes mellitus) in ayurvedic classics Basavarajeeyam and the same formulation in Vaidya Chintamani and Charaka Samhita too. The aim of this study was to assess prospectively the drug’s ability in management of type 2 diabetes. </span></p><p class="abstract"><strong>Methods:</strong> <span lang="EN-IN">Total 31 patients were taken following the guideline mention in CCRAS protocol for diabetes mellitus research. They are divided into two groups, group A and B, given LKSD 4 g &amp; 2 g TDS respectively for three-month follow up. They are investigated against their blood glucose, HbA1C and liver profile tests. Patients were also investigated for subjective parameters viz polyurea, polyphagia, exhaustion and constipation and their response has also been noted regarding palatability acceptance and ease of administration.</span></p><p class="abstract"><strong>Results:</strong> <span lang="EN-IN">Patients has responded positively for formulation. Decrease in FBS and PPBS were found highly significant (P ˂ 0.001) in both groups but more in higher dose (group A). Decrease in HbA1C is also found highly significant in both groups. In LFT, SGOT level were also decreased more in group B in comparison to group A, and it is significant (P = 0.017 and 0.002). SGPT level were also decreased more in group B in comparison to group A, and it is significant in group B (P= 0.085 and 0.002).  </span></p><p class="abstract"><strong>Conclusions:</strong> LKSD is having astringent taste due to tannins and phenols in it. It was found significant not only in controlling blood sugar but also in management of other factors related to diabetes mellitus.</p>


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.


2012 ◽  
Vol 153 (38) ◽  
pp. 1487-1493
Author(s):  
György Jermendy

In the last couple of years, the intensive conservative insulin treatment (basal-bolus regime) became more and more popular even in patients with type 2 diabetes. Using this insulin treatment, continuous patient education, co-operation between the medical team (diabetologist, dietician and diabetes-nurses) and the patient as well as the availability of modern insulins, pens and glucometers are of great importance. Clearly, the basal-bolus treatment with human insulin has advantages over the conservative (conventional) treatment with twice daily premix insulins. Moreover, the basal-bolus treatment with insulin-analogues proved to be superior in some aspects as compared to human insulins. The intensive insulin treatment (basal-bolus regime with insulin-analogues) approaches the optimal insulin substitution and, with its use the adequate correction of each element of the glucose triad (fasting blood glucose, postprandial blood glucose, HbA1c) should be considered feasible even in patients with type 2 diabetes. Orv. Hetil., 2012, 153, 1487–1493.


Author(s):  
Nithyapriya M. ◽  
S. Purushotaman

Background: Type 2 Diabetes Mellitus (DM) is a metabolic disorder, treated by insulin and oral hypoglycaemic agents (OHA). Despite treatment, to protect diabetic population from its complications is difficult. So, there is a need for an OHA with different mechanism of action and minimal side effects. Bromocriptine Mesylate QR (Quick release) formulation was approved by FDA for treatment of type 2 DM. Hence, this study was planned to highlight the usefulness of Bromocriptine QR in type 2 diabetes mellitus.Methods: Total 140 patients with type 2 DM were randomized into two groups. The control group was treated with Metformin 500 mg BD (twice daily) and Glipizide 5 mg BD for a period of 3 months. The study group received Bromocriptine quick release 1.6 mg once daily, metformin 500 mg BD and Glipizide 5 mg BD for a period of 3 months. In both control and study groups, fasting blood glucose, postprandial blood glucose was monitored at 0, 1st, 2nd and 3rd month. HbA1C was done at baseline and at the end of 3 months.Results: There was statistically significant decrease in fasting blood glucose, postprandial blood glucose and HbA1C when compared to baseline in both control group (p <0.05) and study group (p <0.05) at the end of 3 months. But the decrease in FBS, PPBS, HbA1C was higher in the study group (p=0.0001) than the control group (p=0.001).Conclusions: In type 2 DM patients, Bromocriptine QR, combined with metformin and Glipizide reduced fasting and postprandial blood glucose and HbA1C significantly compared to metformin and glipizide alone.


2021 ◽  
Vol 18 ◽  
Author(s):  
Wafa ◽  
Renni Septini ◽  
Rani Sauriasari

Objective: Pharmacological therapy for type 2 diabetes mellitus features various combinations of treatments, with different therapies providing different levels of effectiveness. In clinical settings, choices are driven by cost, effectiveness, and safety considerations, and these choices are still under question in Indonesia. This study aimed to compare the effectiveness of metformin-sulfonylurea and metformin-acarbose combination therapies on glycemic parameters in patients with type 2 diabetes mellitus. Methods: This study was carried out at Gatot Soebroto Army Hospital in Jakarta and utilized a retrospective cohort study design. Participants had consumed the same drug without switching for six months and were divided into a metformin-sulfonylurea group (n = 100) and a metformin-acarbose group (n = 100). The effectiveness of treatment was evaluated by considering hemoglobin A1c (HbA1c), two hours postprandial glucose, and fasting blood glucose. Results: After six months’ consumption, there were no statistical differences between results for the metformin-sulfonylurea and metformin-acarbose groups in terms of change of HbA1c (p = 0.062), controlled two hours postprandial blood glucose (p = 0.649), and controlled fasting blood glucose (p = 0.282). Regular exercise was the most significant factor for constant/decreased HbA1c, whereas being male and following a diet were the most significant factors for controlled two hours postprandial blood glucose and fasting blood glucose, respectively. Conclusion: Based on the analysis performed, there was no significant difference in the effectiveness of six months’ consumption of metformin-sulfonylurea and metformin-acarbose on HbA1c, two hours postprandial blood glucose, and fasting blood glucose.


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