| Literature DB >> 35470583 |
Masaki Suzuki1, Shin Urai1, Hidenori Fukuoka2, Yushi Hirota1, Masaaki Yamamoto2, Yuko Okada2, Naoki Yamamoto1, Hiroki Shichi1, Yasunori Fujita1, Keitaro Kanie1, Genzo Iguchi1,3,4, Yutaka Takahashi5, Wataru Ogawa1.
Abstract
AIMS/Entities:
Keywords: Bone mineral density; Subtypes; Type 1 diabetes mellitus
Mesh:
Substances:
Year: 2022 PMID: 35470583 PMCID: PMC9434576 DOI: 10.1111/jdi.13817
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 3.681
Figure 1Flow diagram of included patients. AO, acute‐onset; BMD, bone mineral density; F, fulminant; SP, slowly progressive; T1DM, type 1 diabetes mellitus.
Clinical characteristics of patients with type 1 diabetes mellitus according to disease subtype
| Variable | SP ( | AO ( | F ( |
|
|
|
|
|---|---|---|---|---|---|---|---|
| Age (years) | 57.9 ± 13.2 | 39.1 ± 14.6 | 51.4 ± 15.1 | <0.01 | <0.01 | 0.73 | 0.05 |
| Female, | 21 (60%) | 38 (74%) | 8 (66%) | 0.38 | |||
| Postmenopause, (%) | 14 (40%) | 11 (21%) | 4 (33%) | 0.17 | |||
| Age at onset (years) | 46.8 ± 14.8 | 27.5 ± 14.8 | 43.5 ± 15.9 | <0.01 | <0.01 | 0.50 | <0.01 |
| Duration of diabetes (years) | 11.0 ± 10.1 | 11.5 ± 7.0 | 7.9 ± 5.0 | 0.31 | – | – | – |
| Time to insulin treatment (years) | 2.6 ± 4.6 | 0.1 ± 0.5 | 0.0 ± 0.0 | <0.01 | <0.01 | <0.01 | 1.00 |
| BMI (kg/m2) | 21.9 ± 3.8 | 22.0 ± 2.9 | 22.6 ± 3.6 | 0.51 | – | – | – |
| Grave's disease, | 3 (8%) | 10 (19%) | 0 (0%) | 0.15 | – | – | – |
| PLT (104/mL) | 22.1 ± 5.8 | 28.9 ± 31.0 | 21.7 ± 6.5 | 0.07 | – | – | – |
| Alb (g/dL) | 4.1 ± 0.4 | 4.2 ± 0.5 | 4.1 ± 0.2 | 0.80 | – | – | – |
| eGFR (mL/min) | 84.7 ± 22.2 | 89.6 ± 27.4 | 81.5 ± 17.2 | 0.17 | – | – | – |
| AST (U/L) | 26.7 ± 24.0 | 20.0 ± 9.6 | 24.7 ± 8.4 | <0.01 | 0.03 | 1.00 | 0.05 |
| ALT (U/L) | 25.6 ± 22.8 | 17.5 ± 13.2 | 22.0 ± 16.2 | <0.01 | <0.01 | 1.00 | 0.42 |
| ALP (U/L) | 252.8 ± 89.1 | 219.9 ± 78.4 | 198.8 ± 80.5 | 0.08 | – | – | – |
| ChE (U/L) | 302.6 ± 93.0 | 314.0 ± 76.9 | 290.5 ± 87.8 | 0.64 | – | – | – |
| TSH (mU/mL) | 1.59 ± 1.38 | 2.61 ± 6.22 | 1.75 ± 0.77 | 0.50 | – | – | – |
| FT4 (ng/dL) | 1.04 ± 0.16 | 1.19 ± 1.42 | 0.94 ± 0.17 | 0.66 | – | – | – |
| Ca (mg/dL) | 9.0 ± 1.5 | 9.2 ± 0.3 | 9.2 ± 0.5 | 0.88 | – | – | – |
| P (mg/dL) | 3.4 ± 0.5 | 3.5 ± 0.5 | 3.5 ± 0.6 | 0.95 | – | – | – |
| IGF‐I SDS | −1.08 ± 1.94 | −0.96 ± 1.02 | −1.46 ± 1.28 | 0.33 | – | – | – |
| HbA1c (%) | 8.7 ± 1.6 | 8.3 ± 2.0 | 8.0 ± 1.3 | 0.41 | – | – | – |
| ppCPR (ng/mL) | 1.60 ± 1.99 | 0.17 ± 0.38 | 0.01 ± 0.03 | <0.01 | <0.01 | <0.01 | 0.23 |
| GST‐CPR (ng/mL) | 1.41 ± 1.39 | 0.23 ± 0.33 | 0.01 ± 0.03 | <0.01 | <0.01 | <0.01 | 0.35 |
| TDD (U/day) | 27.9 ± 14.4 | 35.6 ± 16.7 | 42.3 ± 27.4 | 0.04 | 0.19 | 0.06 | 0.75 |
| TDD/kg (U/kg) | 0.40 ± 0.26 | 0.61 ± 0.28 | 0.72 ± 0.47 | <0.01 | <0.01 | <0.01 | 0.67 |
| Retinopathy, | 11 (31%) | 8 (15%) | 0 (0%) | 0.03 | – | – | – |
| Nephropathy (non, micro and macro), | 34 (97%), 0 (0%), 1 (3%) | 44 (86%), 4 (8%), 3 (6%) | 11 (92%), 1 (8%), 0 (%) | 0.35 | – | – | – |
| Neuropathy, | 18 (51%) | 15 (29%) | 4 (33%) | 0.12 | – | – | – |
| CVD, | 3 (8%) | 1 (1%) | 1 (8%) | 0.30 | – | – | – |
| LS BMD (g/cm2) | 0.99 ± 0.18 | 0.95 ± 0.12 | 0.88 ± 0.17 | 0.41 | |||
| LS BMD Z‐score | 0.38 ± 1.08 | −0.25 ± 0.96 | −0.35 ± 1.01 | 0.02 | 0.03 | 0.15 | 1.00 |
| FN BMD (g/cm2) | 0.69 ± 0.11 | 0.70 ± 0.12 | 0.65 ± 0.08 | 0.47 | |||
| FN BMD Z‐score | 0.03 ± 1.01 | −0.44 ± 1.00 | −0.56 ± 0.70 | 0.05 | – | – | – |
Data are presented as mean ± standard deviation. Statistical significance was set at P < 0.05. p1: all groups, p2: SP vs AO, p3: SP vs F, p4: AO vs F. ALP, alkaline phosphatase; ALT, alanine aminotransferase; AO, acute‐onset; AST, aspartate aminotransferase; BMD, bone mineral density; BMI, body mass index; ChE, cholinesterase; CVD, cardiovascular disease; eGFR, estimated glomerular filtration rate; F, fulminant; FN, femoral neck; FT4, free thyroxine; GST‐CPR, C‐peptide immunoreactivity during the glucagon stimulation test; HbA1c, hemoglobin A1c; IGF‐I, insulin‐like growth factor I; LS, lumbar spine; PLT, platelets; ppCPR, postprandial C‐peptide immunoreactivity; SP, slowly progressive; TDD, total daily insulin dose; TSH, thyroid stimulating hormone.
Figure 2Distribution of the (a) lumbar spine and (b) femoral neck BMD Z‐score among patients with type 1 diabetes mellitus. BMD, bone mineral density; FN, femoral neck; LS, lumbar spine; T1DM, type 1 diabetes mellitus.
Figure 3Scatter plot representing individual data point correlations among disease duration, CPR, and BMD Z‐score. AO, acute‐onset; BMD‐Z, bone mineral density Z‐score; FN, femoral neck; GST‐CPR, C‐peptide immunoreactivity during glucagon stimulating test; LS, lumbar spine; ppCPR, postprandial C‐peptide immunoreactivity; SP, slowly progressive.
Multiple regression analyses of determinants of the lumbar spine and femoral neck bone mineral density in patients with slowly progressive, acute‐onset and fulminant type 1 diabetes mellitus
| Dependent variable | Independent variable | Simple regression analysis | Multiple regression analysis | ||||
|---|---|---|---|---|---|---|---|
| β value | B [95% CI] |
| β value | B [95% CI] |
| ||
| (a) All patients | |||||||
| Lumbar spine BMD Z‐score | AO vs SP | −0.21 | −0.44 [−0.89, 0.00] | 0.05 | −0.35 | −0.75 [−1.35, −0.15] | 0.01 |
| F vs SP | −0.10 | −0.34 [−1.04, 0.36] | 0.33 | −0.24 | −0.82 [−1.74, 0.08] | 0.07 | |
| Sex | 0.10 | 0.24 [−0.25, 0.73] | 0.32 | 0.13 | 0.31 [−0.20, 0.83] | 0.23 | |
| Duration | −0.04 | 0.00 [−0.03, 0.02] | 0.69 | −0.02 | −0.03 [−0.03, 0.03] | 0.85 | |
| Retinopathy | 0.06 | 0.17 [−0.39, 0.74] | 0.55 | 0.01 | 0.03 [−0.62, 0.69] | 0.92 | |
| ppCPR | 0.11 | 0.09 [−0.90, 0.28] | 0.30 | −0.06 | −0.05 [−0.28, 0.18] | 0.66 | |
| Femoral neck BMD Z‐score | AO vs SP | −0.16 | −0.32 [−0.72, 0.07] | 0.10 | −0.14 | −0.28 [−0.80, 0.24] | 0.28 |
| F vs SP | −0.10 | −0.31 [−0.92, 0.29] | 0.30 | −0.07 | −0.23 [−1.01, 0.54] | 0.55 | |
| Sex | −0.03 | −0.06 [−0.49, 0.36] | 0.76 | 0 | 0.02 [−0.42, 0.46] | 0.93 | |
| Duration | 0.11 | 0.01 [−0.01, 0.03] | 0.27 | 0.08 | 0.01 [−0.02, 0.03] | 0.51 | |
| Retinopathy | 0.22 | 0.56 [0.07, 1.06] | 0.02 | 0.17 | 0.43 [−0.15, 1.03] | 0.14 | |
| ppCPR | 0.14 | 0.10 [−0.04, 0.24] | 0.16 | 0.13 | 0.09 [−0.08, 0.27] | 0.30 | |
| (b) Premenopausal women | |||||||
| Lumbar spine BMD Z‐score | AO vs SP | −0.19 | −0.46 [−1.30, −0.37] | 0.27 | −0.51 | −1.23 [−2.50, 0.04] | 0.05 |
| F vs SP | −0.22 | −0.84 [−2.19, 0.49] | 0.20 | −0.51 | −1.98 [−3.74, −0.22] | 0.02 | |
| Duration | −0.13 | −0.02 [−0.09, 0.04] | 0.46 | 0.02 | 0.00 [−0.08, 0.09] | 0.91 | |
| Retinopathy | −0.20 | −0.67 [−1.86, 0.51] | 0.25 | −0.17 | 0.59 [−1.92, 0.74] | 0.37 | |
| ppCPR | 0.13 | 0.15 [−0.26, 0.57] | 0.46 | −0.20 | −0.24 [−0.77, 0.29] | 0.36 | |
| Femoral neck BMD Z‐score | AO vs SP | 0.03 | 0.06 [−0.46, 0.58] | 0.81 | −0.40 | −0.63 [−1.45, 0.19] | 0.12 |
| F vs SP | −0.18 | −0.43 [−1.19, 0.33] | 0.25 | −0.49 | −1.12 [−2.19, −0.06] | 0.03 | |
| Duration | 0.04 | 0.00 [−0.03, 0.04] | 0.79 | 0.05 | 0.00 [−0.04, 0.05] | 0.77 | |
| Retinopathy | −0.15 | −0.34 [−1.11, 0.41] | 0.36 | −0.19 | −0.43 [−1.25, 0.38] | 0.29 | |
| ppCPR | −0.17 | −0.13 [−0.39, 0.13] | 0.31 | −0.43 | −0.34 [−0.68, 0.00] | 0.05 | |
| (c) Postmenopausal women | |||||||
| Lumbar spine BMD Z‐score | AO vs SP | −0.19 | −0.37 [−1.26, 0.50] | 0.38 | −0.18 | −0.37 [−1.66, 0.91] | 0.54 |
| F vs SP | −0.04 | −0.10 [−1.26, 1.06] | 0.85 | 0.04 | 0.12 [−1.47, 1.72] | 0.87 | |
| Duration | 0.22 | 0.02 [−0.02, 0.07] | 0.30 | 0.28 | 0.03 [−0.03, 0.09] | 0.29 | |
| Retinopathy | 0.36 | 0.80 [−0.13, 1.73] | 0.09 | 0.30 | 0.67 [−0.53, 1.87] | 0.25 | |
| ppCPR | 0.08 | 0.06 [−0.29, 0.43] | 0.69 | 0.18 | 0.14 [−0.35, 0.64] | 0.53 | |
| Femoral spine BMD Z‐score | AO vs SP | −0.19 | −0.46 [−1.39, 0.47] | 0.32 | 0 | 0.00 [−1.21, 1.19] | 0.98 |
| F vs SP | −0.04 | −0.15 [−1.49, 1.18] | 0.81 | 0.10 | 0.34 [−1.28, 1.97] | 0.66 | |
| Duration | 0.21 | 0.02 [−0.02, 0.07] | 0.25 | 0.18 | 0.02 [−0.03, 0.08] | 0.43 | |
| Retinopathy | 0.39 | 1.04 [0.09, 1.98] | 0.03 | 0.36 | 0.94 [−0.31, 2.20] | 0.13 | |
| ppCPR | 0.09 | 0.06 [−0.21, 0.35] | 0.62 | 0.25 | 0.18 [−0.18, 0.54] | 0.31 | |
Simple and multiple regression analyses are shown in (a) all patients, (b) premenopausal women, and (C) postmenopausal women. The β value, the B value [95% CI], the P‐value, and VIF are shown in the Table. 95% CI, 95% confidence interval; AO, acute‐onset; B, unstandardized partial regression coefficient; BMD, bone mineral density; F, fulminant; FN, femoral neck; LS, lumbar spine; ppCPR, postprandial C‐peptide immunoreactivity; SP, slowly progressive; VIF, variance inflation factor; β, standardized partial regression coefficient.
CPR and BMD‐Z in the three groups categorized by disease duration groups
| Disease duration tertiles | Measurement | SP | AO | F |
|
|
|
| |||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
| mean ± SD |
| mean ± SD |
| mean ± SD | ||||||
| First | ppCPR | 15 | 2.32 ± 1.95 | 13 | 0.42 ± 0.63 | 5 | 0.00 ± 0.00 | <0.01 | <0.01 | <0.01 | 0.20 |
| GST‐CPR | 12 | 1.85 ± 1.38 | 10 | 0.39 ± 0.45 | 0 | – | <0.01 | <0.01 | |||
| LS BMD Z‐score | 13 | 0.31 ± 0.79 | 12 | 0.07 ± 0.98 | 5 | −0.44 ± 1.11 | 0.29 | ||||
| FN BMD Z‐score | 15 | −0.20 ± 0.93 | 13 | −0.41 ± 0.65 | 5 | −0.18 ± 0.75 | 0.78 | ||||
| Second | ppCPR | 8 | 1.84 ± 2.57 | 19 | 0.09 ± 0.21 | 5 | 0.00 ± 0.00 | 0.01 | 0.02 | 0.02 | 1.00 |
| GST‐CPR | 6 | 2.07 ± 1.49 | 13 | 0.15 ± 0.28 | 3 | 0.00 ± 0.00 | <0.01 | 0.01 | 0.02 | 1.00 | |
| LS BMD Z‐score | 7 | 1.30 ± 1.19 | 19 | −0.46 ± 0.79 | 3 | −0.50 ± 1.11 | <0.01 | <0.01 | 0.19 | 1.00 | |
| FN BMD Z‐score | 8 | 0.67 ± 1.00 | 21 | −0.85 ± 0.75 | 5 | −0.90 ± 0.60 | <0.01 | <0.01 | 0.06 | 1.00 | |
| Third | ppCPR | 12 | 0.54 ± 1.13 | 17 | 0.08 ± 0.13 | 1 | 0.10 | 0.32 | |||
| GST‐CPR | 10 | 0.48 ± 0.85 | 7 | 0.13 ± 0.13 | 1 | 0.06 | 0.76 | ||||
| LS BMD Z‐score | 8 | −0.28 ± 0.92 | 14 | −0.25 ± 1.12 | 2 | 0.10 ± 1.13 | 0.88 | ||||
| FN BMD Z‐score | 12 | −0.09 ± 1.03 | 17 | 0.03 ± 1.28 | 2 | −0.70 ± 0.56 | 0.50 | ||||
Data are presented as mean ± standard deviation. Statistical significance was set at P < 0.05. p1: all groups, p2: SP vs AO, p3: SP vs F, p4: AO vs F. AO, acute‐onset; BMD, bone mineral density; BMD‐Z, bone mineral density Z‐score; CPR, C‐peptide immunoreactivity; F, fulminant; FN, femoral neck; GST‐CPR, C‐peptide immunoreactivity during glucagon stimulating test; LS, lumbar spine; ppCPR, postprandial C‐peptide immunoreactivity; SD, standard deviation; SP, slowly progressive.