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Table 2 Operative performance of predictors of fluid responsiveness in mechanically ventilated patients at Vt ≤ 8 ml/kg without arrhythmia and respiratory effort

From: Predictors of fluid responsiveness in critically ill patients mechanically ventilated at low tidal volumes: systematic review and meta-analysis

Study

year

Predictor of fluid responsiveness

tp

n1

tn

n2

nt

Sensibility

Specificity

AUC

Threshold (%)

Method used to measure the variable studied

Haemodynamic end point

Fluid responsiveness rate

De Backer et al. [4]

2005

PPV

12

18

10

15

33

0.67 (0.41–0.87)

0.67 (0.38–0.88)

0.71 ± 0.09

8

Analysis of arterial tracing

CI ≥ 15%

0.55

Auler et al. [26]

2008

PPV

38

39

19

20

59

0.97 (0.87–1.00)

0.95 (1.00)

0.98 ± 0.01

12

Analysis of arterial tracing

CI ≥ 15%

0.66

Huang et al. [27]

2008

PPV

7

10

12

12

22

0.70 (0.35–0.93)

1.00 (0.74–1.00)

0.76

11.8

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

0.45

Vistisen et al. [28]

2009

PPV

16

17

5

6

23

0.94 (0.71–1.00)

0.83 (0.36–1.00)

NR

6.5

Analysis of arterial tracing

CI ≥ 15%

0.73

Vallee et al. [29]

2009

PPV

5

16

19

26

42

0.31 (0.11–0.59)

0.73 (0.52–0.88)

0.62 (0.45–0.80)

15

Analysis of arterial tracing

CI ≥ 15%

0.38

Muller et al. [8]

2010

PPV

25

41

15

16

57

0.61 (0.45–0.76)

0.94 (0.70–1.00)

0.77 (0.65–0.90)

7

Analysis of arterial tracing

CI or ISV ≥ 15%

0.72

Lakhal et al. [31]

2011

PPV

19

26

33

39

65

0.73 (0.52–0.88)

0.85 (0.69–0.94)

0.75 (0.62–0.85)

5

Analysis of arterial tracing

CO ≥ 10%

0.4

Monnet et al. [7]

2012

PPV

15

15

4

13

28

1.00 (0.78–1.00)

0.31 (0.09–0.61)

0.69 (± 0.10)

4

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

0.53

Cecconi et al. [33]

2012

PPV

17

20

8

11

31

0.85 (0.62–0.97)

0.73 (0.39–0.94)

0.87 (0.76–0.99)

13

Contour pulse wave analysis (LiDCO system)

SV ≥ 15%

0.39

Yazigi et al. [34]

2012

PPV

33

41

14

19

60

0.80 (0.65–0.91)

0.74 (0.49–0.91)

0.85 (0.75–0.94)

11.5

Analysis of arterial tracing

ISV ≥ 15%

0.68

Oliveira-Costa et al. [35]

2012

PPV

9

17

19

20

37

0.53 (0.28–0.77)

0.95 (0.75–1.00)

0.74 (0.56–0.90)

10

Analysis of arterial tracing

CI ≥ 15%

0.45

Drvar et al. [36]

2013

PPV

26

26

20

20

46

1.00 (0.87–1.00)

1.00 (0.83–1.00)

1.00 (0.92–1.00)

12

Contour pulse wave analysis (LiDCO system)

ISV ≥ 15%

0.57

Freitas et al. [37]

2013

PPV

17

19

10

11

40

0.89 (0.67–0.99)

0.91 (0.59–1.00)

0.91 (0.82–1.00)

6.5

Contour pulse wave analysis (computer software)

CO ≥ 15%

0.47

Trepte et al. [38]

2013

PPV

25

41

25

31

72

0.61 (0.45–0.76)

0.81 (0.63–0.93)

0.70 (0.21–0.85)

10.1

Contour pulse wave analysis (PiCCO system)

CI ≥ 10%

0.57

Guarracino et al. [39]

2014

PPV

29

30

11

20

50

0.97 (0.83–1.00)

0.55 (0.32–0.77)

0.85 (0.72–0.93)

12.5

Contour pulse wave analysis (computer software)

CI ≥ 15%

0.6

Ibarra-Estrada et al. [41]

2015

PPV

15

30

15

19

59

0.50 (0.31–0.69)

0.79 (0.54–0.94)

0.63 (0.49–0.75)

14

Analysis of arterial tracing

ISV ≥ 15%

0.51

Vistisen et al. [44]

2016

PPV

11

17

18

24

41

0.65 (0.38–0.86)

0.75 (0.53–0.90)

0.57 (0.39–0.75)

12

Analysis of arterial tracing

SV ≥ 15%

0.41

Liu et al. [45]

2016

PPV

35

52

37

44

96

0.67 (0.53–0.80)

0.84 (0.70–0.93)

0.78 (0.69–0.86)

10

Contour pulse wave analysis (PiCCO system)

CO ≥ 15%

0.54

Cherpanath el al [46]

2016

PPV

18

19

3

3

22

0.95 (0.74–1.00)

1.00 (0.29–1.00)

0.98 (0.82–1.00)

8

Contour pulse wave analysis (computer software)

CO ≥ 15%

0.86

Oliveira et al. [47]

2016

PPV

8

9

11

11

20

0.89 (0.52–1.00)

1.00 (0.72–1.00)

0.92

12.4

Contour pulse wave analysis (computer software)

VTI ≥ 15%

0.45

Myatra et al. [49]

2017

PPV

12

16

14

14

30

0.75 (0.48–0.93)

1.00 (0.77–1.00)

0.91 (0.81–1.00)

11.5

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

0.53

Yonis et al. [50]

2017

PPV

3

9

8

10

19

0.33 (0.07–0.70)

0.80 (0.44–0.97)

0.49 (0.21–0.77)

10

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

47.36

Yonis et al. [50]

2017

PPV

7

9

4

10

19

0.78–0.97)

0.40 (0.12–0.74)

0.52 (0.24–0.80)

10

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

47.36

Cecconi et al. [33]

2012

SVV

15

20

9

11

31

0.75 (0.51–0.91)

0.82 (0.48–0.98)

0.84 (0.71–0.96)

12.5

Contour pulse wave analysis (LiDCO system)

SV ≥ 15%

39.00

Trepte et al. [38]

2013

SVV

26

41

23

31

72

0.63 (0.47–0.78)

0.74 (0.55–0.88)

0.72 (0.21–0.85)

9.9

Contour pulse wave analysis (PiCCO system)

CI ≥ 10%

57.00

Drvar et al. [36]

2013

SVV

25

26

20

20

46

0.96 (0.80–1.00)

1.00 (0.83–1.00)

0.96 (0.85–0.99)

10

Contour pulse wave analysis (LiDCO system)

ISV ≥ 15%

57.00

Kang et al. [40]

2014

SVV

24

27

24

27

54

0.89 (0.71–0.98)

0.89 (0.71–0.98)

0.90 (0.80–0.99)

13.5

Bioreactance (NICOM system)

CO ≥ 7%

50.00

Kang et al. [40]

2014

SVV

25

27

23

27

54

0.93 (0.76–0.99)

0.85 (0.66–0.96)

0.93 (0.83–1.00)

13.5

Bioreactance (NICOM system)

CO ≥ 7%

50.00

Kang et al. [40]

2014

SVV

25

27

25

27

54

0.93 (0.76–0.99)

0.93 (0.76–0.99)

0.94 (0.86–1.00)

13.5

Bioreactance (NICOM system)

CO ≥ 7%

50.00

Ibarra-Estrada et al. [41]

2015

SVV

23

30

13

19

59

0.77 (0.58–0.90)

0.68 (0.43–0.87)

0.72 (0.59–0.83)

16

Contour pulse wave analysis (PiCCO system)

ISV ≥ 15%

51.00

Angappan et al. [42]

2015

SVV

23

29

14

16

45

0.79 (0.60–0.92)

0.88 (0.62–0.98)

0.71 (0.56–0.84)

13

Contour pulse wave analysis (Vigileo)

CI ≥ 15%

64.00

Cherpanath et al. [46]

2016

SVV

17

19

3

3

22

0.89 (0.67–0.99)

1.00 (0.29–1.00)

0.95 (0.76–0.99)

9

Contour pulse wave analysis (computer software)

CO ≥ 15%

86.00

Myatra et al. [49]

2017

SVV

12

16

13

14

30

0.75 (0.48–0.93)

0.93 (0.66–1.00)

0.92 (0.82–1.00)

10.5

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

53.00

Guo-Guang Ma et al. [52]

2018

SVV

32

35

33

35

70

0.91 (0.77–0.98)

0.94 (0.81–0.99)

0.97 (0.89–0.99)

12

Contour pulse wave analysis (Vigileo)

SV ≥ 15%

50.00

Monnet et al. [7]

2012

PLR

14

15

13

13

28

0.93 (0.68–1.00)

1.00 (0.75–1.00)

0.94 (± 0.05)

CI ≥ 10

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

53.00

Ibarra-Estrada et al. [41]

2015

PLR

19

30

14

19

59

0.63 (0.44–0.80)

0.74 (0.49–0.91)

0.69 (0.56–0.80)

ISV ≥ 15

Contour pulse wave analysis (PiCCO system)

ISV ≥ 15%

51.00

Sobczyk et al. [48]

2016

PLR

19

24

9

11

35

0.79 (0.58–0.93)

0.82 (0.48–0.98)

0.80

CO ≥ 15

CO (echocardiogram)

CO ≥ 15%

68.57

Guo-Guang Ma et al. [52]

2018

PLR

35

35

29

35

70

1.00 (0.90–1.00)

0.83 (0.66–0.93)

0.91 (0.82–0.97)

SV ≥ 12.84

Contour pulse wave analysis (Vigileo)

SV ≥ 15%

50.00

Monnet et al. [7]

2012

EEOT

14

15

12

13

28

0.93 (0.68–1.00)

0.92 (0.64–1.00)

0.93 (± 0.05)

CI ≥ 5

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

53.00

Myatra et al. [49]

2017

EEOT

14

16

13

14

30

0.88 (0.62–0.98)

0.93 (0.66–1.00)

0.95 (0.88–1.00)

Ci ≥ 4.1

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

53.00

Jozwiak et al. [51]

2017

EEOT

14

15

15

15

30

0.93 (0.68–1.00)

1.00 (0.78–1.00)

0.98 (0.85–1.00)

CI ≥ 4

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

50.00

Jozwiak et al. [51]

2017

EEOT

14

15

15

15

30

0.93 (0.68–1.00)

1.00 (0.78–1.00)

0.93 (0.78–0.99)

VTI ≥ 5

VTI (echocardiogram)

CI ≥ 15%

50.00

Georges et al. [53]

2018

EEOT

25

28

21

22

50

0.89 (0.72–0.98)

0.95 (0.77–1.00)

0.96 (± 0.03)

VTI ≥ 9

VTI (echocardiogram)

CO ≥ 15%

56.00

Georges et al. [53]

2018

EEOT

18

28

17

22

50

0.64 (0.44–0.81)

0.77 (0.55–0.92)

0.70 (± 0.07)

VMax ≥ 8.5

VMax (echocardiogram)

CO ≥ 15%

56.00

Depret et al. [54]

2019

EEOT

12

14

13

14

28

0.86 (0.57–0.98)

0.93 (0.66–1.00)

0.95 (0.79–0.99)

CI ≥ 3

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

50.00

Depret et al. [54]

2019

EEOT

14

14

14

14

28

1.00 (0.77–1.00)

1.00 (0.77–1.00)

1.00 (0.88–1.00)

CI ≥ 4

CI (esophageal Doppler)

CI ≥ 15%

50.00

Depret et al. [54]

2019

EEOT

10

14

12

14

28

0.71 (0.42–0.92)

0.86 (0.57–0.98)

0.80 (0.61–0.93)

FTC ≥ 3

FTC (esophageal Doppler)

CI ≥ 15%

50.00

Depret et al. [54]

2019

EEOT

10

14

12

14

28

0.71 (0.42–0.92)

0.86 (0.57–0.98)

0.75 (0.55–0.89)

VMax ≥ 2

VMax (esophageal Doppler)

CI ≥ 15%

50.00

Muller et al. [32]

2011

Mini-fluid challenge

20

21

14

18

39

0.95 (0.76–1.00)

0.78 (0.52–0.94)

0.92 (0.78–0.98)

VTI ≥ 3

VTI (echocardiogram)

VTI ≥ 15%

54.00

Mallat et al. [43]

2015

Mini-fluid challenge

19

22

24

27

49

0.86 (0.65–0.97)

0.89 (0.71–0.98)

0.91 (0.81–0.98)

Changes in SVV of -2

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

45.00

Mallat et al. [43]

2015

Mini-fluid challenge

19

22

23

27

49

0.86 (0.65–0.97)

0.85 (0.66–0.96)

0.92 (0.81–0.98)

Changes in PPV of -3

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

45.00

Mallat et al. [43]

2015

Mini-fluid challenge

17

22

20

27

49

0.77 (0.55–0.92)

0.74 (0.54–0.89)

0.78 (0.64–0.88)

CI ≥ 5.2

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

45.00

Fot et al. [55]

2019

Mini-fluid challenge

12

14

12

18

32

0.86 (0.57–0.98)

0.67 (0.41–0.87)

0.77

Changes in PPV of -2

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

43.00

Fot el al [55]

2019

Mini-fluid challenge

11

14

12

18

32

0.79 (0.49–0.95)

0.67 (0.41–0.87)

0.75

Changes in SVV of -2

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

43.00

Myatra et al. [49]

2017

Tidal volume challenge

15

16

14

14

30

0.94 (0.70–1.00)

1.00 (0.77–1.00)

0.99 (0.98–1.00)

Changes in PPV of 3.5

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

53.00

Myatra et al. [49]

2017

Tidal volume challenge

14

16

14

14

30

0.88 (0.62–0.98)

1.00 (0.77–1.00)

0.97 (0.92–1.00)

Changes in SVV of 2.5

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

53.00

Yonis et al. [50]

2017

Tidal volume challenge

9

9

4

10

19

1.00 (0.66–1.00)

0.40 (0.12–0.74)

0.59 (0.31–0.88)

Changes in PPV of 29

Contour pulse wave analysis (PiCCO system)

CI ≥ 15%

47.36

Moretti et al. [30]

2010

ΔIVC

12

17

12

12

29

0.71 (0.44–0.90)

1.00 (0.74–1.00)

0.90

16

Ultrasonography

CI ≥ 15%

58.00

De Oliveira et al. [47]

2016

ΔIVC

6

9

11

11

20

0.67 (0.30–0.93)

1.00 (0.72–1.00)

0.84 (± 0.10)

16

Ultrasonography

VTI ≥ 15%

45.00

Sobczyk et al. [48]

2016

ΔIVC

20

24

8

11

35

0.83 (0.63–0.95)

0.73 (0.39–0.94)

0.73

18

Ultrasonography

CO ≥ 15%

68.57

Guo-Guang et al. [52]

2018

ΔIVC

30

35

30

35

70

0.86 (0.70–0.95)

0.86 (0.70–0.95)

0.83 (0.72–0.91)

13.39

Ultrasonography

SV ≥ 15%

50.00

  1. Values are expressed as pooled value (95% confidence interval). CI, cardiac index; CO, cardiac output; PAC, pulmonary artery catheter; PiCCO; pulse contour cardiac output; EEOT, end expiratory occlusion; FTC, flow time corrected; ISV, index stroke volume; n1, number of patient with positive fluid responsiveness; n2, number of patients with negative fluid responsiveness; NR, not reported; PLR, passive leg raising; PPV, pression pulse variation; SV, stroke volume; SVV, stroke volume variability; tn, true negative; tp, true positive; VTI, velocity time integral; VMax, peak velocity; ΔIVC, inferior vena cava variability. Values are expressed as pooled data (95% confidence interval) or median (IQR)