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. Author manuscript; available in PMC: 2022 Dec 1.
Published in final edited form as: Int J Obes (Lond). 2022 Feb 16;46(6):1128–1137. doi: 10.1038/s41366-022-01085-4

Table 2. Characteristics of the study cohort by BMI categories.

All Underweight Normal weight Overweight Obese P
N (%) 552 37 (6.7%) 422 (76.4%) 65 (11.8%) 28 (5.1%)
Sex
Male 282 (51.1%) 18 (7.0%) 219 (77.6%) 30 (10.6%) 15 (5.3%) reference
Female 270 (48.9%) 19 (4.7%) 203 (75.2%) 35 (13.0%) 13 (4.8%) 0.825
Ethnicity
Chinese 305 (55.3%) 21 (6.9%) 246 (80.7%) 28 (9.2%) 10 (3.3%) reference
Malay 148 (26.8%) 6 (4.1%) 112 (75.7%) 18 (12.2%) 12 (8.1%) 0.01
Indian 99 (17.9%) 10 (10.1%) 64 (64.6%) 19 (19.2%) 6 (6.1%) 0.075
Metabolic risk factors
BMI (kg/m2) 16.5 (3.1) 12.7 (0.6) 15.7 (1.5) 20.7 (1.1) 25.3 (2.6) <0.001
Abdominal circumference (cm) 58.6 (8.8) 49.3 (2.1) 56.1 (5.0) 70.8 (4.5) 80.5 (7.5) <0.001
Body fat percentage (%) 21.4 (8.1) 12.9 (2.7) 19.2 (5.6) 32.4 (4.5) 36.7 (5.8) <0.001
Systolic blood pressure (mmHg) 102.5 (8.7) 99.6 (9.0) 101.4 (8.2) 114.1 (7.6) 102.5 (8.7) <0.001
Diastolic blood pressure (mmHg) 60.4 (6.6) 58.6 (6.0) 60.3 (6.7) 60.6 (5.9) 63.6 (6.1) 0.026
Fasting plasma glucose (mmol/L) 4.6 (0.4) 4.5 (0.5) 4.6 (0.4) 4.7 (0.3) 4.7 (0.4) <0.001
Fasting plasma nsulin (mIU/L) 6.7 (6.6) 4.2 (2.9) 5.4 (2.8) 10.9 (7.7) 18.4 (19.2) <0.001
Homeostasis model assessment for insulin resistance (HOMA-IR) 1.4 (1.6) 0.9 (0.6) 1.1 (0.6) 2.3 (1.8) 4.0 (5.0) <0.001
High sensitivity C-reactive protein (hsCRP) (mg/L) 1.2 (2.5) 0.6 (1.0) 0.8 (2.2) 2.2 (3.1) 3.6 (3.3) <0.001
Triglyceride (mmol/L) 0.8 (0.4) 0.8 (0.3) 0.8 (0.4) 1.0 (0.4) 1.2 (0.7) <0.001
Total cholesterol (mmol/L) 4.6 (0.8) 4.7 (0.9) 4.6 (0.8) 4.6 (0.7) 4.6 (0.8) 0.994
HDL-cholesterol (mmol/L) 1.5 (0.3) 1.6 (0.3) 1.5 (0.3) 1.3 (0.2) 1.2 (0.2) <0.001
LDL-cholesterol (mmol/L) 2.8 (0.7) 2.8 (0.8) 2.7 (0.7) 2.9 (0.7) 2.9 (0.8) 0.128
Metabolic risk scores
Metabolic syndrome score (MetS) 0.0 (2.3) -1.7 (1.3) -0.6 (1.5) 2.2 (1.8) 5.2 (3.9) <0.001
Fatty liver index (FLI) 2.7 (6.7) 0.4 (0.2) 1.0 (0.8) 5.5 (2.9) 22.1 (19.5) <0.001
Tryptophan-kynurenine pathway metabolite concentrations and ratios
Tryptophan (TRP) (µmol/L) 59.4 (9.9) 57.1 (11.4) 59.3 (7.2) 59.7 (9.9) 64.4 (9.6) 0.006
Kynurenine (KYN) (µmol/L) 1.5 (0.3) 1.4 (0.3) 1.5 (0.3) 1.6 (0.3) 1.8 (0.3) <0.001
Kynurenic acid (KA) (nmol/L) 47.6 (15.6) 45.5 (12.6) 46.3 (14.4) 53.3 (22.5) 56.3 (15.6) <0.001
3-hydroxykynurenine (HK) (nmol/L) 50.0 (15.9) 48.0 (15.4) 49.0 (14.3) 52.1 (15.2) 62.3 (28.2) <0.001
Xanthurenic acid (XA) (nmol/L) 11.6 (5.7) 11.5 (7.0) 11.1 (5.2) 12.7 (6.4) 15.4 (7.0) <0.001
Hydroxyanthranilic acid (HAA) (nmol/L) 40.1 (12.2) 34.6 (10.7) 38.9 (11.1) 45.2 (13.8) 53.8 (14.1) <0.001
Quinolinic acid (QA) (nmol/L) 451.6 (111.3) 412.6 (133.3) 439.7 (101.5) 498.8 (119.4) 571.3 (100.2) <0.001
KYN/TRP ratio *100 (indoleamine-2,3-dioxygenase-1 (IDO1) activity) 2.6 (0.5) 2.5 (0.6) 2.6 (0.5) 2.8 (0.5) 2.8 (0.4) 0.006
HK/KYN ratio (kynurenine monooxygenase (KMO) activity) 32.8 (8.8) 34.6 (11.6) 32.6 (8.1) 32.1 (7.4) 35.6 (15.4) 0.750
XA/HK ratio *100 (kynurenine aminotransferase (KAT) activity) 24.0 (10.5) 25.9 (15.1) 23.5 (9.8) 25.2 (11.5) 26.3 (11.2) 0.372
HAA/HK ratio *100 (kynureninase (KYNU) activity) 84.9 (28.7) 78.5 (32.3) 83.7 (27.5) 90.9 (28.8) 97.3 (37.9) 0.001

Abbreviations: N: number of participants· Data shown are N (%) for categorical variables and mean (SD) for continuous variables. Two sided P-values less than 0.05 considered significant·