Table 1 Participating sites.

From: Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model

Cohort

N HC

N MDD

Age HC (mean ± SD)

Age MDD (mean ± SD)

N females in HC (%)

N females in MDD (%)

Ethnicity White/Black/Asian/Other/NA HC

Ethnicity White/Black/Asian/Other/NA MDD

AFFDIS

44

33

39.98 ± 14.63

39.58 ± 15.42

20 (45.5%)

14 (42.4%)

NA

NA

Barcelona-StPau

32

62

46.03 ± 8.13

46.98 ± 7.75

23 (71.9%)

49 (79%)

16/0/0/0/16

62/0/0/0/0

CARDIFF

0

39

NA

46.67 ± 12.02

NA

26 (66.7%)

NA

NA

CSAN

49

60

33.2 ± 12.19

35.92 ± 13.49

34 (69.4%)

40 (66.7%)

NA

NA

Calgary

52

56

15.81 ± 5.08

18.15 ± 2.53

29 (55.8%)

32 (57.1%)

22/0/5/4/7

23/1/0/1/19

DCHS

70

22

31.46 ± 6.88

28.77 ± 6.34

70 (100%)

22 (100%)

0/66/0/0/4

0/21/0/0/1

FIDMAG

34

36

45.94 ± 11.67

48.61 ± 12.94

22 (64.7%)

22 (61.1%)

34/0/0/0/0

36/0/0/0/0

FOR2107Marburg

411

327

34.76 ± 12.78

35.6 ± 12.82

257 (62.5%)

208 (63.6%)

411/0/0/0/0

327/0/0/0/0

FOR2107Munster

221

174

28.34 ± 10.32

35.87 ± 12.92

140 (63.3%)

109 (62.6%)

221/0/0/0/0

174/0/0/0/0

Hiroshima

169

150

39.88 ± 12.39

44.25 ± 11.99

104 (61.5%)

71 (47.3%)

0/0/169/0/0

0/0/150/0/0

Houston

186

108

26.75 ± 15.97

32.31 ± 16.46

104 (55.6%)

66 (61.1%)

76/11/5/93/2

63/7/0/37/1

MODECT

0

27

NA

74.11 ± 9.81

NA

18 (66.7%)

NA

0/0/0/0/27

MOODS

32

64

35.12 ± 12.9

34.25 ± 12.45

21 (65.6%)

44 (68.8%)

25/1/2/0/0

45/11/4/0/0

Melbourne

9

22

20.67 ± 3.54

19.64 ± 3.11

3 (33.3%)

17 (77.3%)

0/0/0/0/9

2/0/0/0/20

Minnesota

40

70

15.68 ± 2

15.36 ± 1.84

26 (65%)

53 (75.7%)

25/1/3/11/0

49/7/1/13/0

Moraldilemma

46

24

18.5 ± 1.77

19.42 ± 2.19

46 (100%)

24 (100%)

20/2/14/2/8

18/0/4/2/0

Munster

723

282

35.36 ± 12.14

37.68 ± 12.03

413 (57.1%)

164 (58.2%)

723/0/0/0/0

282/0/0/0/0

NESDA

65

154

40.29 ± 9.74

37.19 ± 10.49

42 (64.6%)

103 (66.9%)

63/0/0/0/2

139/0/0/0/15

QTIM

286

100

21.99 ± 3.37

22.09 ± 3.17

184 (64.3%)

74 (74%)

286/0/0/0/0

100/0/0/0/0

UCSF

90

77

15.29 ± 1.29

15.61 ± 1.37

43 (47.8%)

51 (66.2%)

26/2/7/54/1

15/6/2/54/0

SanRaffaele

0

128

NA

49.84 ± 10.97

NA

84 (65.6%)

NA

128/0/0/0/0

SHIP_START

443

136

55.44 ± 12.82

53.59 ± 11.72

198 (44.7%)

96 (70.6%)

443/0/0/0/0

136/0/0/0/0

SHIP_TREND

937

312

50.64 ± 14.28

49.20 ± 12.15

409 (43.6%)

203 (65.1%)

937/0/0/0/0

312/0/0/0/0

Sexpect

20

20

33.75 ± 7.2

38.25 ± 11.63

3 (15%)

8 (40%)

NA

NA

Singapore

17

23

38.53 ± 4.64

39.3 ± 8.34

9 (52.9%)

10 (43.5%)

0/0/17/0/0

0/0/23/0/0

Socat_dep

99

79

36.55 ± 13.65

39.66 ± 12.89

89 (89.9%)

71 (89.9%)

99/0/0/0/0

79/0/0/0/0

StanfFAA

18

14

30.44 ± 10.25

35.63 ± 8.44

18 (100%)

14 (100%)

6/2/1/3/6

8/2/2/0/2

StanfT1wAggr

59

56

37.24 ± 10.52

37.11 ± 10.18

36 (61%)

33 (58.9%)

NA

NA

TAD

0

39

NA

16.03 ± 1.15

NA

29 (74.4%)

NA

24/2/7/5/1

TIGER

11

49

15.18 ± 1.08

15.73 ± 1.4

5 (45.5%)

33 (67.3%)

NA

NA

Jena (TiPs)

76

28

47.7 ± 16.14

43.36 ± 12.04

35 (46.1%)

14 (50%)

NA

NA

Cohort

Antidepressant free / users MDD

First / recurrent episode MDD

Remitted / acute episode MDD

BDI total score MDD (mean ± SD)

HDRS total score MDD (mean ± SD)

Age of onset MDD (mean ± SD)

AFFDIS

1/76

NA

0/77

19.22 ± 14.07

9.88 ± 7.06

NA

Barcelona-StPau

4/58

22/40

23/39

NA

13.66 ± 8.18

33.16 ± 11.43

CARDIFF

0/39

0/34

0/39

36.16 ± 9.33

19.58 ± 4.76

28.94 ± 14

CSAN

31/29

14/46

0/60

NA

NA

NA

Calgary

38/18

19/37

0/56

26.67 ± 11.53

19.16 ± 6.66

14.33 ± 3.2

DCHS

NA

NA

NA

NA

NA

NA

FIDMAG

4/31

11/23

1/35

NA

24.69 ± 5.78

37.06 ± 13.57

FOR2107Marburg

124/203

93/200

76/251

18.67 ± 10.82

8.06 ± 6.42

27.38 ± 13.42

FOR2107Munster

72/102

63/108

59/115

16.85 ± 11.72

9.72 ± 7.35

24.75 ± 11.15

Hiroshima

10/138

74/74

0/150

29.79 ± 9.39

18.67 ± 5.58

38.16 ± 13.25

Houston

105/1

21/43

39/37

16.5 ± 15.12

9.87 ± 7.93

21.57 ± 10.7

MODECT

19/8

0/22

0/27

NA

NA

NA

MOODS

64/0

32/32

0/64

NA

26.56 ± 5.37

28.25 ± 11.54

Melbourne

19/3

7/15

0/22

NA

NA

15.71 ± 3.85

Minnesota

52/16

16/22

6/0

25.85 ± 12.12

NA

12.39 ± 2.39

Moraldilemma

24/0

8/16

0/24

NA

NA

NA

Munster

27/231

64/216

23/258

25.63 ± 10.18

18.96 ± 4.3

29.35 ± 11.78

NESDA

98/56

67/87

0/154

NA

NA

24.17 ± 10.96

QTIM

70/30

NA

NA

NA

NA

18.42 ± 3.4

UCSF

77/0

32/36

7/61

26.68 ± 11.78

NA

13.25 ± 2.24

SanRaffaele

7/120

12/116

17/111

14.88 ± 8.05

20.26 ± 6.76

35.61 ± 12.32

SHIP_START

113/23

77/59

NA

11.56 ± 10.30

NA

38.01 ± 13.05

SHIP_TREND

258/54

113/199

NA

12.45 ± 8.11

NA

36.19 ± 14.27

Sexpect

0/20

4/16

0/20

20.86 ± 12.4

12.9 ± 5.11

30.87 ± 11.24

Singapore

5/18

8/15

NA

NA

6.3 ± 6.23

32.73 ± 9.51

Socat_dep

41/38

19/60

33/46

24.01 ± 12.14

13.29 ± 7.55

31.63 ± 16.67

StanfFAA

11/3

0/14

0/14

28.29 ± 9.98

18.86 ± 4.22

16.29 ± 6.83

StanfT1wAggr

27/20

6/48

0/56

25.76 ± 9.99

14.38 ± 5.84

19.52 ± 9.24

TAD

24/15

24/9

0/39

NA

NA

12 ± 2.52

TIGER

29/20

29/20

0/49

NA

NA

12.12 ± 2.49

Jena

10/18

5/23

NA

21.26 ± 11.71

NA

NA

  1. The demographic and clinical information of participants across sites is presented.
  2. BDI beck depression inventory, HC healthy controls, HDRS hamilton depression rating scale, MDD major depressive disorder, SD standard deviation, N number of participants.