| Literature DB >> 30425682 |
Anjana Barola1, Pramil Tiwari1, Anil Bhansali2, Sandeep Grover3, Devi Dayal4.
Abstract
Lipohypertrophy has been suggested as an outcome of lipogenic action of insulin and/or injection-related tissue trauma. In a cross-sectional study, we evaluated the predictors of lipohypertrophy in 372 type 1 diabetes patients (mean age 17.1 years) receiving subcutaneous insulin with pen and/or syringes for ≥3 months. On examining injection sites with inspection and palpation technique, 62.1% patients demonstrated lipohypertrophy. Univariate analysis showed that gender, BMI, HbA1c, injection device, rotation, injection area, needle length, insulin regimen, and total daily dose of insulin were associated with lipohypertrophy (p < 0.05). Notably, the mean needle reuse was comparable in patients with or without lipohypertrophy (8.1 vs. 7.2, p = 0.534). In multivariate logistic regression, gender, HbA1c, TDD, injection devices, and needle length lost its significance. Further, injections over smaller area (≤8.5 × 5.5 cm) and non-rotation of sites were found to be strongest independent predictor of lipohypertrophy (p < 0.0005 for both) with increased odds of 23.2 (95% CI 9.1-59.2) and 6.3 (95% CI 3.4-11.9) times, respectively. Being underweight was also a significant independent predictor (odds ratio [OR] 13.0 [95% CI 2.2-75.2], p = 0.004). Compared to rapid plus long-acting analogs, regular insulin plus long-acting analogs and conventional premixed insulin users had 3.2 (95% CI 1.5-6.8, p = 0.003) and 4.6 (95% CI 1.4-15.7, p = 0.014) fold higher risk of lipohypertrophy (mean injection frequency 4.01 vs. 4.01 vs. 2.09, respectively). Sub-group analysis showed that lipohypertrophy was 79% less likely in patients with multiple daily injections (≥4) than twice-daily regimen (OR 0.21, p < 0.0005). Moreover, lipohypertrophy was reduced to half with bolus doses of rapid-acting insulin analogs than regular insulin (p = 0.003), even though mean injection frequency was comparable (4.01 vs. 3.93, p = 0.229). This difference was statistically insignificant for basal doses with NPH or long-acting analogs (p = 0.069). Therefore, injection area, rotation, BMI, and insulin regimen are the best predictors of lipohypertrophy and together could correctly identify lipohypertrophy status in 84.4% patients with excellent discrimination capability (AUC = 0.906, p < 0.0005). In conclusion, findings of our study suggest that delivering rapidly absorbed insulin analogs over large injection area along with greater split of total daily doses reduce insulin-induced lipogenesis and outplay tissue trauma added through frequent injections and needle reuse.Entities:
Keywords: injection frequency; insulin analogs; insulin regimen; lipogenic action; lipohypertrophy; needle reuse; tissue trauma; type 1 diabetes
Year: 2018 PMID: 30425682 PMCID: PMC6218430 DOI: 10.3389/fendo.2018.00638
Source DB: PubMed Journal: Front Endocrinol (Lausanne) ISSN: 1664-2392 Impact factor: 5.555
Quantitative independent variables grouped based on lipohypertrophy status and the significance of observed differences.
| Age (years) | 17.1 ± 7.4 | 17.1 ± 7.8 | 17.2 ± 6.7 | 0.441 |
| Duration of diabetes (years) | 5.6 ± 5.3 | 5.7 ± 5.5 | 5.4 ± 5.1 | 0.381 |
| HbA1c (%) | 9.7 ± 2.6 | 10.0 ± 2.7 | 9.2 ± 2.4 | 0.007 |
| Frequency of needle reuse | 7.8 ± 8.0 | 8.1 ± 8.9 | 7.2 ± 6.1 | 0.534 |
| Total daily dose (TDD) of insulin (units) | 40.7 ± 18.1 | 38.3 ± 16.9 | 44.8 ± 19.2 | 0.001 |
| TDD of insulin per kg bodyweight (units/kg) | 0.97 ± 0.37 | 0.95 ± 0.37 | 0.99 ± 0.38 | 0.402 |
| Insulin dose adjusted HbA1c | 13.5 ± 3.0 | 13.7 ± 3.1 | 13.2 ± 2.8 | 0.097 |
Statistically significant.
Qualitative independent variables grouped based on lipohypertrophic status and the significance of observed differences.
| Patients in study | 372 (100) | 231 (62.1) | 141 (37.9) | 0.008 | |
| Gender | Male | 204 (54.8) | 139 (68.1) | 65 (31.9) | |
| Female | 168 (45.2) | 92 (54.8) | 76 (45.2) | ||
| Age | ≤18 years | 237 (63.7) | 153 (64.6) | 84 (35.4) | 0.195 |
| More than 18 years | 135 (36.3) | 78 (57.8) | 57 (42.2) | ||
| Duration of diabetes | <1 year | 49 (13.2) | 28 (57.1) | 21 (42.9) | 0.898 |
| 1–5 years | 162 (43.5) | 102 (63.0) | 60 (37.0) | ||
| 5–10 years | 99 (26.6) | 62 (62.6) | 37 (37.4) | ||
| More than 10 years | 62 (16.7) | 39 (62.9) | 23 (37.1) | ||
| Socio economic status | Upper | 24 (6.5) | 13 (54.2) | 11 (45.8) | 0.135 |
| Upper middle | 154 (41.4) | 87 (56.5) | 67 (43.5) | ||
| Lower middle | 104 (28.0) | 68 (65.4) | 36 (34.6) | ||
| Upper lower | 90 (24.2) | 63 (70.0) | 27 (30.0) | ||
| BMI (kg/m2) | Underweight (<18.5) | 57 (15.3) | 42 (73.7) | 15 (26.3) | 0.001 |
| Normal (18.5–23) | 258 (69.4) | 164 (63.6) | 94 (36.4) | ||
| Overweight (23–27.5) | 41 (11.0) | 22 (53.7) | 19 (46.3) | ||
| Obese (>27.5) | 16 (4.3) | 3 (18.8) | 13 (81.2) | ||
| Injection administrator | Patient | 233 (62.6) | 144 (61.8) | 89 (38.2) | 0.849 |
| Caregiver | 63 (16.9) | 41 (65.1) | 22 (34.9) | ||
| Patient-Caregiver Dyad | 76 (20.4) | 46 (60.5) | 30 (39.5) | ||
| Injection device | Pen | 274 (73.7) | 155 (56.6) | 119 (43.4) | 0.001 |
| Syringe | 75 (20.2) | 58 (77.3) | 17 (22.7) | ||
| Pen and Syringe Combined | 23 (6.2) | 18 (78.3) | 5 (21.7) | ||
| Needle syringe length | 4 mm | 221 (59.4) | 130 (58.8) | 91 (41.2) | 0.024 |
| 5 mm | 18 (4.8) | 7 (38.9) | 11 (61.1) | ||
| 6 mm | 110 (29.6) | 77 (70.0) | 33 (30.0) | ||
| 8 mm | 23 (6.2) | 17 (73.9) | 6 (26.1) | ||
| Needle reuse | 1–3 times | 106 (28.5) | 62 (58.5) | 44 (41.5) | 0.840 |
| 3–6 times | 130 (34.9) | 83 (63.8) | 47 (36.2) | ||
| 6–10 times | 70 (18.8) | 44 (62.9) | 26 (37.1) | ||
| More than 10 times | 66 (17.7) | 42 (63.6) | 24 (36.4) | ||
| Insulin regimen (Mean injection frequency) | Rapid plus Long (4.01) | 202 (54.3) | 105 (52.0) | 97 (48.0) | <0.0005 |
| Regular plus Long (4.01) | 95 (25.5) | 64 (67.4) | 31 (32.6) | ||
| Regular plus NPH (3.68) | 28 (7.5) | 21 (75.0) | 7 (25.0) | ||
| Conventional Premixed (2.09) | 47 (12.6) | 41 (87.2) | 6 (12.8) | ||
| Number of injection sites | One Site | 203 (54.6) | 126 (62.1) | 77 (37.9) | 0.645 |
| Two Sites | 106 (28.5) | 63 (59.4) | 43 (40.6) | ||
| Three Sites | 63 (16.9) | 42 (66.7) | 21 (33.3) | ||
| Injection area size (cm × cm) | Credit card size (8.56 × 5.39) | 196 (52.7) | 174 (88.8) | 22 (11.2) | <0.0005 |
| Playing card size (8.89 × 6.35) | 113 (30.4) | 46 (40.7) | 67 (59.3) | ||
| Post card size (14 × 9) | 63 (16.9) | 11 (17.5) | 52 (82.5) | ||
| Systematic rotation | Non-followers | 230 (61.8) | 193 (83.9) | 37 (16.1) | <0.0005 |
| Followers | 142 (38.2) | 38 (26.8) | 104 (73.2) |
Statistically significant.
Unadjusted and adjusted odds ratio of significant variables explaining lipohypertrophy.
| BMI (kg/m2) (Reference-obese >27.5) | Underweight | 12.10 (3.03–48.56) | <0.0005 | 13.01 (2.25–75.24) | 0.004 |
| Normal | 7.56 (2.10–27.21) | 0.002 | 11.76 (2.52–54.79) | 0.002 | |
| Overweight | 5.02 (1.24–20.30) | 0.024 | 7.25 (1.27–41.38) | 0.026 | |
| Injection area size (Reference-post card) | Credit card | 37.39 (17.02–82.16) | <0.0005 | 23.18 (9.07–59.24) | <0.0005 |
| Playing card | 3.25 (1.53–6.88) | 0.002 | 2.30 (0.97–5.47) | 0.059 | |
| Rotation (Reference-followers) | Non-followers | 14.28 (8.56–23.81) | <0.0005 | 6.31 (3.35–11.88) | <0.0005 |
| Injection regimen (Reference-rapid and long acting analogs) | Regular plus Long | 1.91 (1.14–3.18) | 0.013 | 3.17 (1.49–6.78) | 0.003 |
| Regular plus NPH | 2.77 (1.13–6.81) | 0.026 | 4.57 (1.35–15.54) | 0.015 | |
| Conventional premixed | 6.31 (2.57–15.53) | <0.0005 | 4.62 (1.36–15.73) | 0.014 | |
| Needle syringe length (Reference-4 mm) | 5 mm | 0.44 (0.17–1.19) | 0.108 | Dropped (0.096) | |
| 6 mm | 1.63 (1.00–2.66) | 0.049 | |||
| 8 mm | 1.98 (0.75–5.22) | 0.166 | |||
| Injection device (Reference-pen) | Syringe | 2.62 (1.45–4.73) | 0.001 | Dropped (0.200) | |
| Pen and syringe combined | 2.76 (0.99–7.66) | 0.051 | |||
| Total daily dose (units) | 0.98 (0.97–0.99) | 0.001 | Dropped (0.224) | ||
| Gender (Reference-female) | Male | 1.77 (1.16–2.70) | 0.008 | Dropped (0.326) | |
| HbA1c (%) | 1.13 (1.03–1.23) | 0.007 | Dropped (0.938) | ||
These variables became insignificant after adjusting for other variables and was dropped in sequential order to obtain the final model.