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. 2025 Jun 24;40(7):845–857. doi: 10.1007/s10654-025-01261-6

Table 2.

Incidence of early-onset type 2 diabetes and hazard ratio (CI95) according to exposure variables in the full cohort

Cases Person-years Incidence rate* Model 1 Model 2 Model 3
Sex
 Women 1 633 8 457 221 19.31 1.00 1.00
 Men 1 872 8 991 864 20.82 1.12 (1.04—1.19) 1.12 (1.05—1.20)
Year of birth
 1983 to 1987 1 832 7 235 448 25.32 1.00 1.00
 1988 to 1992 1 176 6 250 068 18.82 1.05 (0.96—1.14) 1.19 (1.09—1.30)
 1993 to 1997 428 3 228 202 13.26 1.00 (0.88—1.13) 1.30 (1.15—1.47)
 1998 to 2002 69 735 366 9.38 1.10 (0.85—1.42) 1.60 (1.23—2.07)
Family situation
 Two-parent family 2 977 15 538 042 19.16 1.00 1.00 1.00
 Single mother or another situation 307 875 154 35.08 1.83 (1.62—2.06) 1.24 (1.10—1.41) 1.21 (1.07—1.37)
Highest parental degree at the child’s birth
 Up to compulsory education 571 1 459 330 39.13 3.54 (3.16—3.96) 2.14 (1.89—2.42) 1.81 (1.59—2.05)
 Upper secondary 2 258 9 518 494 23.72 2.26 (2.07—2.46) 1.71 (1.56—1.88) 1.54 (1.41—1.69)
 College/university 675 6 464 983 10.44 1.00 1.00 1.00
Parental country of birth
 Both parents born in Sweden 2 723 14 399 265 18.91 1.00 1.00 1.00
 Sweden-born mother only 235 940 577 24.98 1.35 (1.18—1.55) 1.19 (1.04—1.37) 1.14 (1.00—1.31)
 Sweden-born father only 180 812 620 22.15 1.19 (1.02—1.38) 1.17 (1.00—1.36) 1.09 (0.94—1.27)
 Both parents born outside Sweden 331 1 206 038 27.45 1.58 (1.41—1.78) 1.33 (1.18—1.50) 0.99 (0.88—1.12)
Lifetime diabetes history in the mother
 No diabetes 2 416 16 213 281 14.90 1.00 1.00
 History of diabetes 1 089 1 235 779 88.12 5.61 (5.21—6.04) 4.02 (3.68—4.38)
Lifetime diabetes history in the father
 No diabetes 2 237 15 242 367 14.68 1.00 1.00
 History of diabetes 1 232 2 116 135 58.22 3.75 (3.49—4.03) 3.16 (2.94—3.41)
Age of the mother at the child’s birth
 < 20 years 199 482 875 41.21 2.29 (1.97—2.67) 1.67 (1.38—2.03) 1.84 (1.51—2.23)
 ≥ 20 to < 25 years 1 007 3 883 381 25.93 1.46 (1.34—1.59) 1.32 (1.17—1.49) 1.44 (1.28—1.63)
 ≥ 25 to < 30 years 1 180 6 468 308 18.24 1.06 (0.97—1.15) 1.10 (1.00—1.20) 1.18 (1.08—1.30)
 ≥ 30 years 1 119 6 614 521 16.92 1.00 1.00 1.00
Age of the father at the child’s birth
 < 20 years 54 115 027 46.95 2.49 (1.90—3.26) 1.22 (0.90—1.66) 1.47 (1.09—1.99)
 ≥ 20 to < 25 years 535 1 958 707 27.31 1.45 (1.31—1.59) 0.99 (0.88—1.13) 1.15 (1.01—1.30)
 ≥ 25 to < 30 years 1 087 5 426 169 20.03 1.08 (1.00—1.17) 0.97 (0.89—1.06) 1.07 (0.98—1.17)
 ≥ 30 years 1 793 9 858 598 18.19 1.00 1.00 1.00
Maternal BMI in early pregnancy
 < 18.5 kg/m2 107 774 751 13.81 0.79 (0.65—0.96) 0.65 (0.53—0.79) 0.68 (0.56—0.83)
 ≥ 18.5 and < 25 kg/m2 1 402 8 746 670 16.03 1.00 1.00 1.00
 ≥ 25 and < 30 kg/m2 557 1 813 525 30.71 2.16 (1.96—2.39) 1.99 (1.80—2.20) 1.54 (1.39—1.70)
 ≥ 30 kg/m2 276 477 259 57.83 4.60 (4.04—5.24) 3.67 (3.21—4.19) 2.34 (2.04—2.69)
Maternal diabetes during pregnancy
 No 3 294 17 245 135 19.10 1.00 1.00 1.00
 Yes 211 203 924 103.47 5.69 (4.95—6.56) 4.79 (4.15—5.53) 1.59 (1.36—1.85)
Maternal smoking during pregnancy
 No smoking 1 813 12 194 972 14.87 1.00 1.00 1.00
 Smoking 1 436 4 153 779 34.57 2.18 (2.03—2.34) 1.71 (1.58—1.84) 1.59 (1.48—1.71)
  1 to 9 cigarettes per day 746 2 570 517 29.02 1.84 (1.69—2.01) 1.51 (1.38—1.65) 1.43 (1.31—1.56)
  10 or more cigarettes per day 690 1 583 261 43.58 2.73 (2.50—2.99) 2.01 (1.83—2.21) 1.83 (1.67—2.02)
Infection during pregnancy
 No 3 342 16 900 556 19.77 1.00 1.00 1.00
 Yes 163 548 529 29.72 1.50 (1.28—1.75) 1.24 (1.06—1.46) 1.21 (1.03—1.41)
Pre-eclampsia
 No 3 342 16 961 609 19.70 1.00 1.00 1.00
 Yes 163 487 477 33.44 1.65 (1.41—1.93) 1.26 (1.07—1.49) 1.14 (0.96—1.34)
Birth order
 1 1 487 7 162 640 20.76 1.00 1.00 1.00
 2 1 104 6 241 830 17.69 0.85 (0.79—0.92) 0.97 (0.89—1.06) 0.96 (0.88—1.04)
 ≥ 3 914 4 044 616 22.60 1.08 (1.00—1.18) 1.13 (1.02—1.25) 1.04 (0.94—1.15)
Gestational age
 Non-full-term birth (< 39 weeks) 1 034 4 155 016 24.89 1.32 (1.23—1.42) 0.96 (0.88—1.05) 0.94 (0.86—1.02)
Extremely to very preterm (≥ 22 to < 32 weeks) 51 91 662 55.64 3.03 (2.30—4.00) 1.17 (0.84—1.63) 1.15 (0.83—1.60)
Moderate to late preterm (≥ 32 to < 37 weeks) 255 790 902 32.24 1.70 (1.50—1.94) 0.95 (0.81—1.13) 0.93 (0.79—1.09)
Early birth term (≥ 37 to < 39 weeks) 728 3 272 452 22.25 1.18 (1.09—1.28) 0.96 (0.88—1.05) 0.94 (0.86—1.02)
 Full term (≥ 39 weeks) 2 457 13 264 589 18.52 1.00 1.00 1.00
Birth weight
 < 2500 g 264 567 773 46.50 2.95 (2.58—3.37) 2.40 (1.99—2.90) 2.38 (1.98—2.87)
 ≥ 2500 g and < 3500 g 1 733 7 484 730 23.15 1.48 (1.37—1.59) 1.42 (1.32—1.53) 1.43 (1.33—1.54)
 ≥ 3500 g and < 4500 g 1 367 8 742 745 15.64 1.00 1.00 1.00
 ≥ 4500 g 124 589 109 21.05 1.36 (1.13—1.63) 1.23 (1.02—1.47) 1.13 (0.94—1.36)
Size for gestational age**
 Small for gestational age 245 461 832 53.05 2.78 (2.44—3.17) 2.31 (2.02—2.64) 2.24 (1.96—2.56)
 Normal for gestational age 3 058 16 321 465 18.74 1.00 1.00 1.00
 Large for gestational age 172 572 920 30.02 1.62 (1.39—1.90) 1.32 (1.13—1.55) 1.19 (1.01—1.39)
Mode of delivery
 Vaginal delivery 3 017 15 555 373 19.40 1.00 1.00 1.00
 C section 488 1 893 712 25.77 1.33 (1.21—1.47) 1.02 (0.92—1.13) 0.99 (0.89—1.09)

*For 100 000 person years

Model 1: each association with early-onset T2D is separately adjusted for sex and year of birth

Model 2: mutual adjustment for sex, year of birth, parental country of birth, parental highest educational level, family situation, parental age at delivery, maternal BMI, diabetes, smoking and infection during pregnancy, pre-eclampsia, birth order, gestational age, birth weight, and mode of delivery

Model 3: Model 2 + adjustment for parental lifetime history of diabetes

**In Model 2 and 3, size for gestational age was adjusted for the same variables except gestational age and birth weight