| Literature DB >> 35617250 |
Ashenafi Kibret Sendekie1, Achamyeleh Birhanu Teshale2, Yonas Getaye Tefera1.
Abstract
BACKGROUND: Though many trials had examined the effectiveness of taking insulin with or without oral agents, there are limited real-world data, particularly among patients with type 2 diabetes mellitus (T2DM) in the resource limited settings. This study aimed to examine level of glycemic control among patients with T2DM after initiation of insulin and factors associated with poor glycemic control.Entities:
Mesh:
Substances:
Year: 2022 PMID: 35617250 PMCID: PMC9135271 DOI: 10.1371/journal.pone.0268639
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Socio-demographic and baseline clinical characteristics of newly insulin-initiated patients with T2DM having follow-up at UoGCSH from 2015–2020 (N = 424).
| Characteristics | Frequency (%) | Mean ± SD or Median (IQR) | |
|---|---|---|---|
| Sex | Male | 232 (54.7) | |
| Female | 192 (45.3) | ||
| Age (years) | Mean ± SD | - | 59.3± 9.3 |
| Weight (Kg) | Mean ± SD | - | 65.7± 8.2 |
| Residency | Urban | 254 (59.9) | |
| Rural | 17 (40.1) | ||
| Clinical characteristics | |||
| Years since T2DM diagnosis. | Mean ±SD | - | 13.4±4.0 |
| Years since OADs started | Mean ±SD | - | 12.9± 3.8 |
| Comorbidities and Complications | Hypertension | 284 (67.0) | |
| Dyslipidemia | 151 (35.6) | ||
| Macrovascular Complications | 66 (15.6) | ||
| Bacterial infection | 27 (6.4) | ||
| Microvascular Complications | 25 (5.9) | ||
| Diabetic Keto-acidosis (DKA) | 22 (5.2) | ||
| Renal problems (AKI and CKD) | 15 (3.5) | ||
| Retroviral infection | 12 (2.8) | ||
| Bronchial asthma | 6 (1.4) | ||
| Thyrotoxicosis | 5 (1.2) | ||
| Laboratory Parameters | |||
| FPG (mg/dl) at 12th month before the index date | - | 188(166–209) | |
| FPG (mg/dl) at the index date | - | 350(179–401) | |
| SBP (mmHG) at 12th month before the index date | - | 130(130–140) | |
| DBP (mmHG) at 12th month before the index date | - | 70(70–80) | |
| SBP (mmHG) at the index date | - | 140(130–140) | |
| DBP (mmHG) at the index date | - | 80.00(71.25–90) | |
| Creatinine (mg/dl) at 12th month before the index date | - | 0.88(0.81–1.13) | |
| Creatinine (mg/dl) at the index date | - | 0.89(0.81–1.06) | |
| Total cholesterol(mg/dl) at 12th month before the index date | - | 178.12(125.5–196.25) | |
| Total cholesterol at the index date | - | 179(165.755–216.75) | |
| Total triglyceride (mg/dl) at 12th month before the index date | - | 161(140.01–210) | |
| Total triglyceride (mg/dl) at the index date | - | 154(140.25–190.75) | |
AKI, Acute kidney injury; CKD, Chronic kidney disease; SD, Standard deviation; IQR, Inter quartile range.
Distribution of baseline medications used to treat study participants (N = 424).
| Medications | Frequency | Percent | ||
|---|---|---|---|---|
| OADs | Before insulin initiation | Metformin | 62 | 14.6 |
| Metformin plus Glibenclamide | 362 | 85.4 | ||
| During insulin initiation | Metformin | 56 | 13.2 | |
| Metformin plus Glibenclamide | 368 | 86.8 | ||
| Antihypertensive agents | Enalapril | 251 | 59.0 | |
| Amlodipine | 25 | 5.9 | ||
| Hydrochlorothiazide | 77 | 18.2 | ||
| Atenolol | 15 | 5.3 | ||
| Metoprolol | 12 | 2.8 | ||
| Nifedipine | 14 | 3.3 | ||
| Furosemide | 4 | 0.9 | ||
| Lipid lowering agent | Atorvastatin | 103 | 24.3 | |
| Simvastatin | 79 | 18.6 | ||
| Aspirin (ASA) | 61 | 14.4 | ||
| Amitriptyline | 19 | 4.5 | ||
| Antibiotics | Ceftriaxone | 23 | 5.4 | |
| Metronidazole | 7 | 1.7 | ||
| Vancomycin | 4 | 0.9 | ||
| Gastrointestinal | Omeprazole | 14 | 3.3 | |
| Anti-Retroviral Therapy | TDF/3TC/DTG | 10 | 2.4 | |
| AZT/3TC/DTG | 2 | 0.5 | ||
| Anti-asthmatic | Salbutamol | 6 | 1.4 | |
| Beclomethasone | 6 | 1.4 | ||
| Anticoagulant | Warfarin | 6 | 1.4 | |
| Anti-thyroid | Propyl thiouracil | 5 | 1.2 | |
TDF, Tenofovir disoproxil fumarate; 3TC, Lamivudine; DTG, Dolutegravir; AZT, Zidovudine.
Fig 1Proportion of participants to level of glycemic control after insulin initiation (N = 424).
Fig 2Trend of fasting blood glucose levels of participants during the 2-years of follow-up periods.
Association of variables with poor glycemic control after insulin initiation.
| Variables | Glycemic control | COR (95% CI) | P-value | AOR (95% CI) | P-value | ||
|---|---|---|---|---|---|---|---|
| Poor Good | |||||||
| Duration in years since T2DM diagnosis (mean ± SD) | 13.6±4 | 12.8±3.8 | 1.052(0.993–1.114) | 0.086 | 0.567(0.306–1.048) | 0.07 | |
| Duration in years since OADs initiation (mean ± SD) | 13.1±3.9 | 12.2±3.5 | 1.062(1.000–1.127) | 0.049 | 1.777(0.940–3.356) | 0.077 | |
| FPG at the index date (Median (IQR) | 365 (326–406) | 323 (306–349) | 1.014 (1.009–1.018) | 0.000 | 1.018(1.009–1.028) | 0.000* | |
| SBP at the index date (Median (IQR) | 140(130–140) | 130(130–140) | 1.037(1.014–1.061) | 0.002 | 1.074(1.028–1.127) | 0.004* | |
| Residency | Urban | 180 | 74 | 0.564 (0.352–0.903) | 0.017 | 0.586(0.225–1.525) | 0.273 |
| OADs during insulin initiation | Metformin plus glibenclamide | 280 | 88 | 1.507 (0.819–2.773) | 0.187 | 0.724 (0.218–2.046) | 0.598 |
| Hypertension | Yes | 233 | 71 | 1.351(0.840–2.173 | 0.214 | 0.517 (0.172–1.556) | 0.241 |
| Furosemide after insulin initiation | Yes | 1 | 6 | 0.053(0.006–0.442) | 0.007 | 0.157 (0.015–1663) | 0.124 |
| Lipid lowering agents | Atorvastatin | 118 | 30 | 2.335 (1.166–4.679) | 0.017 | 2.573(1.046–6.328) | 0.04* |
| ASA after insulin initiation | Yes | 49 | 22 | 0.696 (0.397–1.217) | 0.203 | 1.160 (0.469–2.867) | 0.748 |
| Diabetes medications | 0.006 | 0.801 | |||||
| Type of insulin | Premixed | 41 | 45 | 0.201(0.121–0.333) | 000 | 0.147 (0.059–0.368) | 0.000* |
ASA, Aspirin; COR, Crude odds ratio; AOR, Adjusted odds ratio; IQR, inter-quartile range; P-value * indicates the statistically significant variables at P < 0.05.