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. 2025 Feb 27;15:68. doi: 10.1038/s41398-025-03289-4

Table 1.

Demographic characteristics, stratified by presence of metabolic syndrome (n = 14,875).

Characteristic Total No MetS MetS p-value
Sample Size 14,875 11,259 3616
Total PHQ-9 score (mean (SD)) 2.93 (3.92) 2.73 (3.71) 3.58 (4.48) <0.001
Depressive symptom (%) <0.001
 No 13,652 (92.91) 10,483 (93.91) 3169 (89.64)
 Yes 1223 (7.09) 776 (6.09) 447 (10.36)
Antidepressant use among people with depressive symptoms (%) 0.148
 No 816 (60.56) 541 (62.39) 275 (57.04)
 Yes 407 (39.44) 235 (37.61) 172 (42.96)
Antidepressant use (%) <0.001
 No 13,297 (86.68) 10,235 (88.25) 3062 (81.56)
 Yes 1578 (13.32) 1024 (11.75) 554 (18.44)
Antidepressant type (%) <0.001
 Non-user 13,297 (86.74) 10,235 (88.28) 3062 (81.70)
 SSRIs 817 (6.93) 545 (6.32) 272 (8.92)
 SNRIs 206 (1.86) 139 (1.64) 67 (2.58)
 TCAs 108 (0.73) 54 (0.48) 54 (1.55)
 Atypical antidepressants 223 (1.82) 148 (1.69) 75 (2.25)
 More than one type 216 (1.92) 134 (1.59) 82 (3.00)
Duration of antidepressant - in days (mean(SD)) 1915.53 (2212.73) 1845.44 (2188.78) 2061.09 (2256.83) 0.189
Duration of antidepressant (%) 0.600
 ≤one year 520 (31.29) 348 (31.92) 172 (29.99)
 >one year 1040 (68.71) 665 (68.08) 375 (70.01)
Age (mean (SD)) 46.23 (17.35) 44.82 (17.63) 50.84 (15.54) <0.001
Sex (%) 0.721
 Male 7377 (49.55) 5643 (49.44) 1734 (49.93)
 Female 7498 (50.45) 5616 (50.56) 1882 (50.07)
PIR (%) <0.001
 Middle income 7321 (50.13) 5448 (48.99) 1873 (53.84)
 Low income 2880 (13.99) 2115 (13.69) 765 (14.96)
 High income 3479 (35.88) 2790 (37.31) 689 (31.20)
Race (%) <0.001
 Mexican American 2476 (8.64) 1750 (8.12) 726 (10.34)
 Other Hispanic 1478 (5.47) 1075 (5.50) 403 (5.38)
 Non-Hispanic White 6381 (67.87) 4702 (67.05) 1679 (70.54)
 Non-Hispanic Black 2979 (10.86) 2451 (11.72) 528 (8.08)
 Other Race - Including Multi-Racial 1561 (7.15) 1281 (7.61) 280 (5.67)
Education (%) <0.001
 Less than 9th grade 1377 (4.93) 920 (4.44) 457 (6.50)
 9–11th grade 2292 (11.53) 1673 (11.03) 619 (13.14)
 High school graduate/ GED 3538 (24.23) 2630 (23.26) 908 (27.34)
 Some college/ AA degree 4127 (30.45) 3062 (29.74) 1065 (32.71)
 College graduate or above 3318 (28.87) 2763 (31.52) 555 (20.32)
Marital status (%) <0.001
 Married 7404 (55.49) 5429 (54.41) 1975 (58.93)
 Widowed 1030 (5.25) 697 (4.61) 333 (7.30)
 Divorced 1499 (10.15) 1053 (9.61) 446 (11.88)
 Separated 468 (2.26) 352 (2.30) 116 (2.15)
 Never married 2638 (18.20) 2221 (20.23) 417 (11.76)
 Living with partner 1210 (8.64) 928 (8.84) 282 (7.99)
Smoking status (%) 0.008
 Non-smoker 11,488 (80.19) 8696 (80.81) 2792 (78.18)
 Smoker 2831 (19.81) 2050 (19.19) 781 (21.82)
Drinking status (%) <0.001
 Never drinker 4614 (25.66) 3255 (23.58) 1359 (32.33)
 Light drinker 2950 (19.18) 2145 (18.18) 805 (22.41)
 Moderate drinker 4890 (38.29) 3821 (39.69) 1069 (33.81)
 Heavy drinker 1966 (16.87) 1623 (18.55) 343 (11.45)
Congestive heart failure (%) <0.001
 No 13,583 (97.66) 10,233 (98.35) 3350 (95.48)
 Yes 429 (2.34) 239 (1.65) 190 (4.52)
Coronary heart disease (%) <0.001
 No 13,422 (96.51) 10,108 (97.20) 3314 (94.32)
 Yes 563 (3.49) 345 (2.80) 218 (5.68)
Angina (%) <0.001
 No 13,639 (97.74) 10,253 (98.35) 3386 (95.84)
 Yes 356 (2.26) 202 (1.65) 154 (4.16)
Heart attack (%) <0.001
 No 13,417 (96.54) 10,111 (97.23) 3306 (94.37)
 Yes 603 (3.46) 362 (2.77) 241 (5.63)
Hypertension (%) <0.001
 No 10,693 (74.74) 8655 (79.55) 2038 (59.03)
 Yes 4141 (25.26) 2577 (20.45) 1564 (40.97)
Diabetes (%) <0.001
 No 13,061 (91.05) 10,317 (94.50) 2744 (79.83)
 Yes 1802 (8.95) 933 (5.50) 869 (20.17)
Stroke (%) <0.001
 No 13,531 (97.22) 10,158 (97.65) 3373 (95.87)
 Yes 495 (2.78) 317 (2.35) 178 (4.13)

Continuous characteristics reported as weighted mean and standard deviation.

Categorical characteristics reported as unweighted frequency and weighted percent.

The first level of categorical variables is the reference level.

SSRIs include: serotonin, citalopram, escitalopram, fluoxetine, fluvoxamine, paroxetine, and sertraline. SNRIs include: desvenlafaxine, duloxetine, levomilnacipran, venlafaxine, and milnacipran. TCAs include: amitriptyline, amoxapine, desipramine, doxepin, imipramine, nortriptyline, protriptyline, trimipramine, and clomipramine. Atypical antidepressants include: bupropion, mirtazapine, nefazodone, trazodone, vilazodone, vortioxetine, maprotiline, and agomelatine. ‘More than one type’ includes participants who take more than one type from the following categories: SSRIs, SNRIs, TCAs, atypical antidepressants, antidepressants-unspecified, MAOs, and pharmacological combinations. MAOs include isocarboxazid, phenelzine, selegiline, tranylcypromine, and monoamine oxidase inhibitors - unspecified. Pharmacological combinations include amitriptyline with chlordiazepoxide, amitriptyline with perphenazine, fluoxetine with olanzapine, and bupropion with naltrexone.

PHQ-9 nine-item patient health questionnaire, PIR ratio of family income to poverty, SD standard deviation.

P-values < 0.05 denote significant differences between no MetS vs. MetS, and are reported as weighted p-values.