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Table 2 Summary of included comparative studies for outcome evaluation

From: Comparative accuracy of biomarkers for the prediction of hospital-acquired acute kidney injury: a systematic review and meta-analysis

No

Study (year)

Mean age

Male gender %

Diabetes%

Chronic kidney disease%

Heart failure%

Sepsis%

Surgery%

SOFA score

1

Qian et al. 2019 [24]

61.8

58 (63.7)

14 (15.4)

0%

13 (14.3)

Unknown

100%

Unknown

2

Prowle et al. 2015 [25]

70

64 (69)

7 (7)

37%

6 (6)

Unknown

100%

Unknown

3

Lei et al. 2018 [26]

60.6

91 (60.7)

0%

0%

0%

0%

0%

Unknown

4

van Wolfswinkel et al. 2016 [27]

45.5

33 (84.6)

Unknown

Unknown

Unknown

Unknown

0%

Unknown

5

Srisawat et al. 2015 [28]

39.8

94 (83.2)

Unknown

Unknown

Unknown

Unknown

Unknown

Unknown

6

Zeng et al. 2014 [29]

55.3

109 (55.3)

46 (23.4)

0%

Unknown

Unknown

100%

Unknown

7

AydoÄŸdu et al. 2013 [30]

67.7

98 (64.9)

44 (29.1)

0%

55 (36.4)

129 (85.4)

Unknown

6

8

Liu et al. 2013 [31]

63

72 (66.1)

28 (25.7)

10 (9.2)

22 (20.2)

19 (17.4)

100%

Unknown

9

Wagener et al. 2011 [32]

54.3

60 (65.2)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

10

Makris et al. 2009 [33]

46

25 (80.6)

Unknown

Unknown

Unknown

Unknown

Unknown

7

11

Constantin et al. 2010 [34]

57

Unknown

Unknown

0%

Unknown

45 (51)

36 (40.9)

7

12

Cruz et al. 2010 [35]

64

207 (68.8)

47 (15.6)

20 (6.6)

Unknown

115 (38.2)

137 (45.5)

5

13

de Geus et al. 2011 [36]

60.1

369 (58.4)

Unknown

0 (0)

Unknown

43 (6.8)

192 (30.4)

8

14

Endre et al. 2011 [37]

60

318 (60.2)

Unknown

Unknown

Unknown

101 (19.1)

310 (58.7)

6.3

15

Breidthardt et al. 2012 [38]

80

122 (58.9)

69 (33)

92 (44)

103 (50)

Unknown

Unknown

Unknown

16

Camou et al. 2013 [39]

60.3

38 (76)

Unknown

Unknown

Unknown

100%

Unknown

12

17

Doi et al. 2013 [40]

69

92 (63)

59 (40.4)

68 (46.6)

Unknown

Unknown

100%

Unknown

18

Gaipov et al. 2015 [41]

56.7

42 (70)

18 (45)

Unknown

6 (15)

3 (7.5)

100%

Unknown

19

Cuartero et al. 2019 [42]

59.1

60 (60)

Unknown

Unknown

Unknown

29 (29)

39%

6.5

20

Khawaja et al. 2019 [43]

46.5

32 (69)

2 (4.3)

Unknown

Unknown

100%

Unknown

Unknown

21

Mosa et al. 2018 [44]

64

97 (53.3)

57 (31.3)

Unknown

Unknown

Unknown

100%

Unknown

22

Sun et al. 2017 [45]

65

49 (36)

26 (19)

9 (7)

Unknown

Unknown

Unknown

Unknown

23

Ghonemy et al. 2014 [46]

43

32 (64)

0%

0%

Unknown

Unknown

100%

Unknown

24

Padhy et al. 2014 [47]

55.9

44 (73.3)

7 (11.7)

Unknown

Unknown

Unknown

100%

Unknown

25

Geus et al. 2013 [48] (no sepsis)

57.9

347 (59.9)

Unknown

0%

Unknown

0%

0%

Unknown

25

Geus et al. 2013 [48] (sepsis)

57.6

38 (47.5)

Unknown

0%

Unknown

100%

0%

Unknown

26

Haase-Fielitz et al. 2009 [49]

71.8

61 (61)

28 (28)

0%

Unknown

Unknown

100%

Unknown

27

Hanson et al. 2011 [50]

35

130 (80)

Unknown

Unknown

Unknown

Unknown

Unknown

Unknown

28

Introcaso et al. 2018 [51]

77

44 (63.8)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

29

Kim et al. 2017 [52]

70

99 (59.3)

Unknown

Unknown

Unknown

100%

Unknown

Unknown

30

Ferrari et al. 2019 [53]

68

276 (62.4)

76 (17.2)

0%

Unknown

80 (18.1)

64 (14.5)

6

31

Xie et al. 2019 [54]

68.2

439 (61.1)

114 (15.9)

98 (13.6)

Unknown

87 (12.1)

103 (14.3)

7

32

Adler et al. 2018 [55]

63

44 (91.7)

8 (17)

11 (23)

42 (88)

6 (12.5)

Unknown

Unknown

33

Oezkur et al. 2017 [56]

68.5

70 (70)

Unknown

0%

46 (46)

Unknown

100%

Unknown

34

Wang et al. 2017 [57]

60

41 (71.9)

8 (14)

2 (3.5)

100% (I-IV)

Unknown

100%

Unknown

35

Finge et al. 2017 [58]

70.5

53 (57)

21 (22.6)

0%

Unknown

Unknown

100%

Unknown

36

Cuartero et al. 2017 [59]

55

65 (66.3)

15 (15.3) table S1

6 (6.1) table S1

Unknown

40 (40.8)

Unknown

7.5

37

Mayer et al. 2017 [60]

68

87 (79.1)

9 (8.2)

9 (8.2)

6 (5.5)

Unknown

100%

Unknown

38

Meersch et al. 2014 [61]

71

33 (66)

20 (40)

15 (30)

46 (92)

Unknown

100%

Unknown

39

Dusse et al. 2016 [62]

81.2

16 (40)

13 (32.5)

Unknown

Unknown

2 (5)

100%

Unknown

40

Gunnerson et al. 2016 [63]

64.3

242 (64.5)

101 (26.9)

40 (10.7)

61 (16.3)

44 (11.7)

261 (69.6)

Unknown

41

Wetz et al. 2015 [64]

72

29 (69)

IDDM 10 (23.8)

26 (61.9)

18 (42.9)

Unknown

41 (97.6)

Unknown

42

Kimmel et al. 2016 [65]

67

241 (67)

82 (23)

39 (11)

81 (22)

Unknown

Unknown

Unknown

43

Pilarczyk et al. 2015 [66]

69.6

48 (80)

21 (35)

Unknown

4 (6.7)

8 (13.3)

100%

Unknown

44

Hoste et al. 2014 [67]

64.5

87 (56.9)

unknown

13 (8.5)

Unknown

29 (19)

23 (15)

Unknown

45

Cummings et al. 2018 [68]

67

269 (67.3)

123 (30.8)

132 (33)

163 (40.8)

Unknown

100%

Unknown

46

Katagiri et al. 2012 [69]

64.25

47 (61)

23 (29.9)

6 (7.8)

Unknown

Unknown

100%

Unknown

47

Doi et al. 2011 [70]

66

223 (65.8)

94 (27.7)

Unknown

Unknown

66 (19.5)

175 (51.6)

Unknown

48

Ferguson et al. 2010 [71]

58

111 (69.4)

Unknown

Unknown

Unknown

AKI group 33 (35.9)

54 (33.8)

Unknown

49

Li et al. 2012 [72]

47

22 (88)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

50

Manabe et al. 2012 [73]

71.7

29 (13.2)

69 (31.4)

220 (100)

Unknown

Unknown

0%

Unknown

51

Matsui et al. 2012 [74]

71.7

64 (75)

27 (36)

Unknown

Unknown

Unknown

100%

Unknown

52

Khreba et al. 2019 [75]

46.3

23 (51.1)

15 (33.3)

Unknown

Unknown

Unknown

100%

Unknown

53

Tu et al. 2014 [76]

57.3

93 (62)

17 (11.3)

Unknown

Unknown

100%

100%

Unknown

54

Parikh et al. 2005 [77]

50

72 (52.2)

Unknown

Unknown

Unknown

29 (21)

Unknown

Unknown

55

Parikh et al. 2004 [78]

44

44 (61.1)

Renal Transplant group 8 (36.4)

22 (30.6)

Unknown

ATN group 6 (42.9)

26 (36.1)

Unknown

56

Han et al. 2009 [79]

63.56

61 (67.8)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

57

Liangos et al. 2009 [80]

68

74 (72)

29 (28.2)

Unknown

23 (22.3)

Unknown

100%

Unknown

58

Naggar et al. 2012 [81]

51

16 (40)

Unknown

Unknown

Unknown

Unknown

Unknown

13

59

Nickolas et al. 2012 [82]

64.4

(52.3)

29.4%

25.2

8.2%

3.4%

Unknown

Unknown

60

Vaidya et al. 2008 [83]

61.2

55%

Unknown

Unknown

Unknown

34%

Unknown

Unknown

61

Nisula et al. 2015 [84]

63

920 (63.9)

326 (22.7)

86 (6)

165 (11.5)

89 (6.2)

485 (33.7)

7

62

Nickolas TL et al. 2008 [85]

60.1

331 (51)

Unknown

106 (16.7)

Unknown

Unknown

Unknown

Unknown

63

Cho et al. 2013 [86]

62.9

85 (58.6)

41 (28.3)

20 (13.8)

Unknown

Unknown

70 (48.3)

Unknown

64

Park et al. 2019 [87]

75

67 (47.9)

Unknown

Unknown

Unknown

85 (60.7)

Unknown

Unknown

65

Perry et al. 2010 [88]

65

704 (80)

298 (33.9)

Unknown

Unknown

Unknown

100%

Unknown

66

Shapiro et al. 2010 [89]

59

318 (48)

188 (28)

Unknown

Unknown

100%

Unknown

Unknown

67

Thanakitcharu et al. 2014 [90]

51.1

76 (58.5)

21 (16.2)

Unknown

54 (35.8

Unknown

100%

Unknown

68

Valette et al. 2013 [91]

60

74 (75)

15 (15)

4 (4)

8 (8)

Unknown

Unknown

8

69

Varela et al. 2015 [92]

68

49 (74)

15 (23)

Unknown

Unknown

Unknown

100%

Unknown

70

Chen et al. 2012 [93]

66

113 (75)

92 (61)

Unknown

Unknown

30 (20)

Unknown

Unknown

71

Nisula et al. 2014 [94]

63

673 (64.6)

242 (23.2)

74 (7.1)

139 (13.5)

67 (6.4)

362 (34.7)

8

72

Maisel et al. 2016 [95]

68.5

(62)

(43.6)

(25.9)

Unknown

Unknown

Unknown

Unknown

73

Matsa et al. 2014 [96]

60.1

104 (56)

Unknown

Unknown

Unknown

15 (8)

76 (39)

Unknown

74

Munir et al. 2013 [97]

52

76 (86)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

75

Onk et al. 2016 [98]

66

52 (58)

26 (29)

Unknown

Unknown

Unknown

100%

Unknown

76

Azrina Md Ralib et al. 2017 [99]

47

151 (67)

Unknown

Unknown

Unknown

129 (57)

98 (43.6)

8

77

Yang et al. 2016 [100]

68

71 (68.9)

Unknown

Unknown

Unknown

Unknown

Unknown

Unknown

78

Ueta et al. 2014 [101]

69.7

60%

25

Unknown

Unknown

Unknown

100%

Unknown

79

Chang et al. 2015 [102]

67

100 (68)

63 (43)

47 (32)

60 (41)

17 (12)

unknown

Unknown

80

Hjortrup et al. 2014 [103]

66

126 (57)

16 (7)

47 (21)

Unknown

100%

98 (44)

8

81

Chen et al. 2020 [104]

64

202 (75)

110 (41)

unknown

Unknown

15 (5.6)

Unknown

Unknown

82

Wybraniec et al. 2017 [105]

65

69.50%

39%

Unknown

Unknown

Unknown

Unknown

Unknown

83

Sinkala et al. et al. 2016 [106]

35.6

50 (62.5)

Unknown

27 (33.75)

Unknown

Unknown

Unknown

Unknown

84

Torregrosa et al. et al. 2014 [107]

65.2

110 (76.4)

Unknown

Unknown

Unknown

Unknown

49%

Unknown

85

Tekce et al. 2014 [108]

57.2

16 (73)

Unknown

Unknown

Unknown

Unknown

Unknown

Unknown

86

Torregrosa et al. 2012 [109] (M)

62.6

67 (75)

Unknown

Unknown

Unknown

Unknown

0%

Unknown

86

Torregrosa et al. 2012 [109] (S)

68.8

34 (74)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

87

Matsui et al. 2011 [110]

73

15 (60)

6 (24%)

5 (20)

Unknown

8 (32)

Unknown

Unknown

88

Parikh et al. 2011 [111]

71

826 (68)

511 (42%)

Unknown (exclude cre > 4.5)

314 (26%)

Unknown

100%

Unknown

89

Wang 2017 [112]

58.2

54 (54.4)

Unknown

Unknown

Unknown

Unknown

100%

Unknown

90

Haase-Fielitz et al. 2009 [113]

69.5

61 (61%)

28 (28%)

27 (27%)

25 (25%)

Unknown

100%

Unknown

91

Waskowski 2021 [114]

69.4

77 (82.8)

15 (16.1)

27 (29)

14 (15.1)

No

71 (76.3)

Unknown

92

Imoto 2021 [115]

72

58 (54.7)

Unknown

Unknown

10 (9.4)

No

No

Unknown

93

Lee 2021 [116]

62

95 (66.0)

53 (36.8)

Unknown

Unknown

No

100%

Unknown

94

Szymanowicz 2021 [117]

68

57 (50)

36 (31.5)

Unknown

74 (64.9)

No

100%

Unknown

95

Zhen 2021 [118]

61.7

110 (63.9)

48 (27.9)

Unknown

Unknown

No

No

Unknown

96

Obata 2021 [119]

69.8

57 (89)

56 (87.5)

Unknown

Unknown

No

100%

Unknown

97

Qiu 2021 [120]

74.7

60 (66.7)

24 (26.7)

Unknown

Unknown

100%

No

6.0

98

Shakked 2022 [121]

52

31 (59.6)

21 (40.4)

Unknown

Unknown

No

No

Unknown

99

Vogel 2021 [122]

55

34 (63)

7 (13)

7 (13)

1 (1.9)

No

No

Unknown

100

Ergun 2021 [123]

71.6

33 (55)

Unknown

Unknown

Unknown

No

100%

Unknown

101

Pilarczyk 2022 [124]

69.1

33 (32.7)

Unknown

5 (4.9)

Unknown

No

100%

Unknown

102

Okuda 2022 [125]

75.2

33 (68.8)

9 (18.8)

12 (25)

Unknown

No

100%

Unknown

103

Pei 2022 [126]

72

97 (59.9)

49 (30.2)

17 (10.5)

43 (26.5)

100%

No

2

104

Jahaj 2021 [127]

47.2

199 (74.8)

Unknown

Unknown

Unknown

No

No

6.4

105

Garms 2021 [128]

49.6

63 (67)

27 (28.7)

5 (5.3)

Unknown

No

43 (45.7)

Unknown

106

Irqsusi 2021 [129]

68.5

50 (100)

17 (34)

8 (16)

47 (94)

No

100%

Unknown

107

Guray 2021 [130]

67.6

48 (57.1)

23 (27.3)

Unknown

Unknown

No

No

Unknown

108

Tan 2022 [131]

50.5

62 (39.5)

33 (2.1)

Unknown

Unknown

100%

100%

Unknown

109

Lakhal 2021 [132]

78.6

32 (49.2)

14 (21.5)

Unknown

Unknown

No

100%

Unknown

110

Sahu 2022 [133]

58.3

182 (85.8)

59 (27.8)

Unknown

3 (1.4)

No

No

Unknown

  1. SOFA sequential organ failure assessment