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Study flow diagramNote: a top‐up search performed in December 2015 revealed 6134 records85 records retained after de‐duplication and assessment by one experienced reviewer81 records excluded after further assessment performed by two review authors4 studies identified for possible inclusion (Characteristics of studies awaiting classification)
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Figure 1

Study flow diagram

Note: a top‐up search performed in December 2015 revealed 6134 records

85 records retained after de‐duplication and assessment by one experienced reviewer

81 records excluded after further assessment performed by two review authors

4 studies identified for possible inclusion (Characteristics of studies awaiting classification)

Risk of bias and applicability concerns summary: review authors' judgements about each domain for each included study
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Figure 2

Risk of bias and applicability concerns summary: review authors' judgements about each domain for each included study

Risk of bias and applicability concerns graph: review authors' judgements about each domain presented as percentages across included studies
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Figure 3

Risk of bias and applicability concerns graph: review authors' judgements about each domain presented as percentages across included studies

Forest plot of 1 CSF t‐tau conversion to AD dementia.
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Figure 4

Forest plot of 1 CSF t‐tau conversion to AD dementia.

Summary ROC Plot of 1 CSF t‐tau conversion to AD dementia.
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Figure 5

Summary ROC Plot of 1 CSF t‐tau conversion to AD dementia.

Post‐test probability plots (Analysis 1): Conversion from MCI to Alzheimer’s disease for CSF t‐tau as a diagnostic test
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Figure 6

Post‐test probability plots (Analysis 1): Conversion from MCI to Alzheimer’s disease for CSF t‐tau as a diagnostic test

Forest plot of 2 CSF p‐tau conversion to AD dementia.
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Figure 7

Forest plot of 2 CSF p‐tau conversion to AD dementia.

Summary ROC Plot of 2 CSF p‐tau conversion to AD dementia.
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Figure 8

Summary ROC Plot of 2 CSF p‐tau conversion to AD dementia.

Post‐test probability plots (Analysis 2): Conversion from MCI to Alzheimer’s disease for CSF p‐tau as a diagnostic test
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Figure 9

Post‐test probability plots (Analysis 2): Conversion from MCI to Alzheimer’s disease for CSF p‐tau as a diagnostic test

Forest plot of 3 CSF p‐tau/ABeta ratio to AD dementia.
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Figure 10

Forest plot of 3 CSF p‐tau/ABeta ratio to AD dementia.

Summary ROC Plot of 3 CSF p‐tau/ABeta ratio to AD dementia.
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Figure 11

Summary ROC Plot of 3 CSF p‐tau/ABeta ratio to AD dementia.

Forest plot of 4 CSF t‐tau conversion to all forms of dementia.
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Figure 12

Forest plot of 4 CSF t‐tau conversion to all forms of dementia.

Summary ROC Plot of 4 CSF t‐tau conversion to All dementias.
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Figure 13

Summary ROC Plot of 4 CSF t‐tau conversion to All dementias.

CSF t‐tau conversion to AD dementia.
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Test 1

CSF t‐tau conversion to AD dementia.

CSF p‐tau conversion to AD dementia.
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Test 2

CSF p‐tau conversion to AD dementia.

CSF p‐tau/ABeta ratio to AD dementia.
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Test 3

CSF p‐tau/ABeta ratio to AD dementia.

CSF t‐tau conversion to All dementias.
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Test 4

CSF t‐tau conversion to All dementias.

Summary of findings Performance of CSF biomarkers in early diagnosis of dementia

What is the diagnostic accuracy of CSF biomarker levels for detecting Alzheimer's disease pathology in people with mild cognitive impairment (MCI), and identifying those MCI participants who would convert to Alzheimer’s disease dementia or other forms of dementia over time

Descriptive

Patient population

Participants diagnosed with MCI at baseline using any of the Petersen criteria or CDR = 0.5 or any 16 definitions included by Matthews (Matthews 2008)

Sampling procedure

Consecutive or random (n = 5)

Not consecutive or random (n = 3)

Unclear (n = 7)

Sources of recruitment

University memory clinic (n = 8); European multicentre memory clinics (n = 2); inpatients (n = 2); General Hospital memory clinic (n = 1); Research centre outpatient memory clinic (n = 1); not reported (n = 1)

Prior testing

The only testing prior to performing the plasma and CSF biomarkers was the application of diagnostic criteria for identifying participants with MCI.

MCI criteria

Petersen criteria (n = 14)

Global Deterioration Scale (GDS) (n = 1)

Index tests

CSF t‐tau or CSF p‐tau or CSF p‐tau/ABeta ratio or CSF t‐tau/ABeta ratio

Reference standard

NINCDS‐ADRDA and/or DSM and/or ICD criteria for Alzheimer's disease dementia (n = 12); Global Dementia Scale (GDS) & Research criteria (n = 1); CDR = 1 criteria (n = 1); not specified (n = 1)

McKeith criteria for Lewy body dementia; Lund criteria for frontotemporal dementia; and NINDS AIREN criteria for vascular dementia

Target condition

Alzheimer’s disease dementia or any other types of dementia

Included studies

Prospectively well‐defined cohorts of MCI participants (n = 7), nested case‐control studies with a prospectively defined MCI group (n = 6) and studies with a retrospectively defined MCI group with longitudinal data (n = 2).

Fifteen studies (N = 1282 participants) were included. Number included in analysis: 1172

Quality concerns

Patient selection and conduct of the reference standard were poorly reported. Applicability concerns were generally low. Regarding the inclusion criteria set in the review, the majority of included studies did match the review question: 'Could CSF t‐tau and CSF t‐tau/ABetaratio biomarkers identify those MCI participants with Alzheimer’s disease pathology at baseline who would convert clinically to dementia at follow up?' However, due to a limited number of included studies and levels of heterogeneity, it is difficult to determine to what extent the findings from a meta‐analysis can be applied to clinical practice.

Limitations

Limited investigation of heterogeneity due to insufficient number of studies. There was a lack of common thresholds.

Test

Median percentage converting (range) 2

Studies

Cases/participants

Median specificity from included studies

Sensitivity

(95% CI)1 at median specificity

Consequences in a cohort of 100

Median percentage converting2

Missed cases

Overdiagnosed

Alzheimer's disease dementia

CSF t‐tau

7

436/709

72

77 (67, 85)

37

9

18

Alzheimer's disease dementia

CSF p‐tau

6

164/492

47.5

81 (64, 91.5)

37

7

33

Alzheimer's disease dementia

CSF p‐tau/ ABeta ratio

5

140/433

No meta‐analysis

No meta‐analysis

All types of dementia

CSF t‐tau

4

166/319

No meta‐analysis

No meta‐analysis

Investigation of heterogeneity: the planned investigations were not possible due to the limited number of studies available for each analysis. We were unable to investigate the effect of duration of follow‐up due to substantial variation in length and reporting.

Conclusions: Given the insufficient evidence to evaluate the diagnostic value in MCI of CSF t‐tau, CSF p‐tau, CSF t‐tau/ABeta ratio and CSF p‐tau/ABeta ratio for Alzheimer's disease dementia and other forms of dementias examined in this review, particular attention should be paid to the risk of misdiagnosis and overdiagnosis of dementia (and therefore overtreatment) in clinical practice. Future studies with more uniform approaches to thresholds, analysis and study conduct may provide a more homogenous estimate than the one that has been available from the included studies we have identified.

1Meta‐analytic estimate of sensitivity derived from the HSROC model at a fixed value of specificity. Summary estimates of sensitivity and specificity were not computed because the studies that contributed to the estimation of the summary ROC curve used different thresholds.

2The median percentage converting was calculated using all the studies that reported 'conversion from MCI to Alzheimers' disease dementia' (Table 2)

Figuras y tablas -
Summary of findings Performance of CSF biomarkers in early diagnosis of dementia
Table 1. Studies awaiting classification

Conversion from MCI to Alzheimer’s disease dementia

Study

Participants

n/N

(included in analysis)

Index test

(number and % of positive tests)

Threshold

(test abnormal) (prespecified Yes/No)

Number of converters (%)

FP and FN

Test accuracy at study level

Duration of follow‐up

Sensitivity

Specificity

*Balasa 2014

51/51

CSF ABeta42/p‐tau ratio

25/51 (49%)

< 6.43

(Yes)

24/51 (47%)

FP =1; FN =0

100%

96%

41 months for MCI‐AD; 30 months for MCI‐MCI

*Ewers 2012

130/130

CSF t‐tau

65/130 (50%)

Not reported

58/130 (45%)

FP = 30; FN = 23

60.7%

58.9%

24 months

CSF p‐tau

67/130 (51.5%)

Not reported

58/130 (45%)

FP = 30; FN = 21

63.9%

58.9%

*Leuzy 2015

33/33

CSF t‐tau

15/33 (45%)

˃ 400 pg/mL(Yes)

12/33 (36%)

FP = 7; FN = 4

67%

67%

Not reported

CSF t‐tau/ABeta ratio

12/33 (36%)

< 1.14

(Yes)

12/33 (36%)

FP = 6; FN = 6

50%

71%

Conversion from MCI to all dementias

*Eckerstrom 2015

73/73

CSF p‐tau

15/73 (20.5%)

73 pg/mL

(No)

27/73 (36.9%)

FP = 3; FN = 15

75%

92%

43.1 ± 23 months MCI‐stable; 33.7 ± 24 months MCI converters

Study awaiting translation

Urakami 2004

AD: Alzheimer's disease; FN: false negative; FP: false positive; MCI: mild cognitive impairment

*Authors need to be contacted in order to obtain missing data/relevant information. Data presented are provisional.

Figuras y tablas -
Table 1. Studies awaiting classification
Table 2. Conversion from MCI to Alzheimer's disease dementia

Included studies, index test and test accuracy at study level for conversion from MCI to Alzheimer’s disease dementia

Study

Participants n/N

(included in analysis)

Index test

(number and % of positive tests)

Threshold

(test abnormal) (prespecified Yes/No)

Number of converters (%)

FP and FN

Test accuracy at study level

Duration of follow‐up

Sensitivity

Specificity

Amlien 2013

49/39

CSF t‐tau

9/39 (23%)

≥ 300 ng/L for age younger than 50 years; ≥ 450 ng/L for age 50 to 69 years; ≥ 500 ng/L for age older than 70 years (Sjogren 2001)

(Yes)

9/39 (23%);

FP = 4; FN = 4

56%

87%

mean 2.6 ± 0.5 years

(range 1.6 to 4 years)

Buchhave 2012*

137/134

CSF p‐tau/ABeta ratio

69/134 (51%)

˂ 6.2 ng/L

(No)

72/134 (54%)

FP = 6; FN = 9

88%

90%

median: 9.2 years

(range 4 to 12 years)

Fellgiebel 2007

16/16

CSF p‐tau

12/16 (75%)

≥ 50 pg/mL

(No)

4/16 (25%)

FP = 8; FN = 0

100%

33%

mean 19.6 ± 9.0 months

Hampel 2004

52/52

CSF t‐tau

38/52 (73%)

≥ 479 ng/L

(No)

29/52 (56%);

FP = 12; FN = 3

90%

48%

mean 8.4 ± 5.1 months

(range 2 to 24 months)

Hansson 2006*

137/134

CSF t‐tau

38/134 (28%)

> 350 ng/L

(No)

57/134 (42%);

FP = 9; FN = 28

51%

88%

Total sample: median 5.2 years (range 4.0 to 6.8 years);

MCI‐AD: median: 4.3 years (range 1.1 to 6.7 years)

MCI‐other dementias: median 4.2 years (range 1.5 to 3 years)

CSF p‐tau

50/134 (37%)

≥ 60 ng/L

(No)

57/134 (42%);

FP = 11; FN = 18

68%

86%

CSF p‐tau/ABeta ratio

74/134 (55%)

˂ 6.5 ng/L

(No)

57/134 (42%);

FP = 19; FN = 2

96%

75%

Kester 2011

153/100

CSF t‐tau

64/100 (64%)

> 356 pg/mL

(Yes)

42/100 (42%)

FP = 29; FN = 7

83%

50%

median 18 months

(IQR 13 ‐ 24)

Koivunen 2008

15/14

CSF p‐tau

9/14 (64%)

≥ 70 pg/mL

(Yes)

5/14 (36%)

FP = 7; FN = 3

40%

22%

2 years

CSF p‐tau/ABeta ratio

9/14 (64%)

˂ 6.5 pg/mL

(yes)

5/14 (36%)

FP = 6; FN = 1

80%

33%

Monge‐Argiles 2011

37/37

CSF t‐tau

16/37 (43%)

≥ 77.5 pg/mL

(No)

11/37 (28%)

FP = 8; FN = 3

73%

69%

6 months

CSF p‐tau

20/37 (54%)

≥ 54.5 pg/mL

(No)

11/37 (28%)

FP = 11; FN = 2

82%

58%

CSF p‐tau/ABeta ratio

18/37 (49%)

0.17

(No)

11/37 (28%)

FP = 9; FN = 2

82%

66%

CSF t‐tau/ABeta ratio

23/37 (62%)

0.18

(No)

11/37 (28%)

FP = 13; FN = 1

91%

50%

Palmqvist 2013

133/133

CSF t‐tau

65/133 (49%)

> 87 pg/mL

(No)

52/133 (39%)

FP = 23; FN = 10

81%

72%

mean 5.9 years

(range 3.2 to 8.8 years)

CSF p‐tau

46/133 (34%)

> 39 pg/mL

(No)

52/133 (39%)

FP = 11; FN = 17

67%

86%

Parnetti 2012

90/90

CSF p‐tau/ABeta ratio

29/90 (32%)

1074.0

(No)

32/90 (35%)

FP = 3; FN = 6

81%

95%

maximum: 4 years; mean 3.40 ± 1.01 years

Visser 2009

168/158

CSF p‐tau

108/158 (68%)

≥ 51 pg/mL

(used in clinical practice) (No)

35/158 (22%)

FP = 77; FN = 4

88%

37%

range 1 to 3 for MCI

CSF p‐tau

45/158 (28%)

≥ 85pg/mL

(> 90th percentile of controls after correction for age)

(No)

35/158 (22%)

FP = 25; FN = 15

57%

80%

CSF p‐tau/ABeta ratio

77/158 (49%)

˂ 9.92 (< 10th percentile of reference group after correction for age) (No)

35/158 (22%);

FP = 49; FN = 7

80%

60%

Vos 2013

231/214

CSF t‐tau

93/214 (43%)

> 450 pg/mL for age less than 70 years; > 500 pg/mL for age older than 70 years (Yes)

91/214 (42%)

FP = 28; FN = 26

71%

77%

mean 2.5 ± 1.0 years

CSF t‐tau/ABeta ratio

147/214 (69%)

ABeta1–42/(240 1 [1.18 3 t‐tau]) ˂ 1.0

(Yes)

91/214 (42%)

FP = 60; FN = 4

96%

51%

AD: Alzheimer's disease; FN: false negative; FP: false positive; MCI: mild cognitive impairment

*Studies involved the same participants. Only Hansson 2006 is included in the meta‐analysis

Figuras y tablas -
Table 2. Conversion from MCI to Alzheimer's disease dementia
Table 3. Conversion from MCI to All dementia

Included studies, index test and test accuracy at study level for conversion from MCI to All dementias

Study

Participants n/N

(included in analysis)

Index test

(Number and % of positive tests)

Threshold

(test abnormal) (pre‐specified Yes / No)

Number of converters (%)

FP and FN

Test accuracy at study level

Duration of follow‐up

Sensitivity

Specificity

Eckerstrom 2010

42/42

CSF t‐tau

15/42 (36%)

≥ 500 ng/L

(No)

21/42 (50%)

FP = 1

FN = 7

67%

95%

Total sample: 19.6 ± 9.0 months; MCI‐MCI: 19.5 ± 9.3 months; MCI‐progressive: 17.6 ± 8.8 months (4/8 MCI‐AD: 23.7 ± 2.0 months)

Galluzzi 2010

90/64

CSF t‐tau

24/64 (37.5%)

> 450 pg/mL for subjects with an age range between 51 and 70 determined; > 500 pg/mL for subjects with an age range between 71 and 93

(Yes)

34/64 (53%)

FP = 5

FN = 15

56%

83%

Total sample: 8.4 ± 5.1 months (range 2 to 24 months); follow‐up interval for converters was 9.6 ± 5.4, and for non‐converters 7.0 ± 4.3 months

Hansson 2006

137/134

CSF t‐tau

38/134 (28%)

> 350 pg/mL

(No)

78/134 (58%)

FP = 5

FN = 45

42%

91%

Total sample: median 5.2 years (range 4.0 to 6.8); MCI‐AD: median: 4.3 years (range 1.1 to 6.7); MCI‐other dementias: median 4.2 (1.5 to 6.3)

Herukka 2007

79/79

CSF t‐tau

43/79 (54%)

> 400 pg/mL (Yes)

33/79 (42%)

FP = 17

FN = 7

79%

63%

Mean 3.52 ± 1.95 years in MCI converters; mean 4.56 ± 3.09 years in MCI‐stable

AD: Alzheimer's disease; FN: false positive; FP: false negative; MCI: mild cognitive impairment

Figuras y tablas -
Table 3. Conversion from MCI to All dementia
Table Tests. Data tables by test

Test

No. of studies

No. of participants

1 CSF t‐tau conversion to AD dementia Show forest plot

7

709

2 CSF p‐tau conversion to AD dementia Show forest plot

6

492

3 CSF p‐tau/ABeta ratio to AD dementia Show forest plot

5

433

4 CSF t‐tau conversion to All dementias Show forest plot

4

319

Figuras y tablas -
Table Tests. Data tables by test