| Literature DB >> 26418061 |
Patrick Schmid1, Andrea Bregenzer1, Milo Huber2, Andri Rauch3, Wolfram Jochum4, Beat Müllhaupt5, Pietro Vernazza1, Milos Opravil2, Rainer Weber2.
Abstract
OBJECTIVES: To evaluate the diagnostic performance of seven non-invasive tests (NITs) of liver fibrosis and to assess fibrosis progression over time in HIV/HCV co-infected patients.Entities:
Mesh:
Substances:
Year: 2015 PMID: 26418061 PMCID: PMC4587859 DOI: 10.1371/journal.pone.0138838
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Blood markers for non-invasive diagnosis of liver fibrosis.
| TEST | DESCRIPTION |
|---|---|
| Indirect markers | |
| APRI | AST, platelets |
| FIB-4 | AST, ALT, platelets, age |
| Fibrotest | alpha-2-macroglobulin, haptoglobin, apolipoprotein A1, GGT, total bilirubin |
| Direct markers (hepatic matrix metabolism) | |
| HYA | hyaluronic acid |
| Hepascore | alpha-2-macroglobulin, hyaluronic acid, GGT, total bilirubin, age, sex |
| ELF | hyaluronic acid, type III procollagen, TIMP1, age |
Standard cut-off values of non-invasive tests of liver fibrosis in the literature.
| TEST | Absence of significant fibrosis | Presence of significant fibrosis | Absence of cirrhosis | Presence of cirrhosis | Ref. |
|---|---|---|---|---|---|
| TE (kPa) | <7.0 | > = 7.0 | < 10.0 | > = 12.5 | [ |
| APRI | < 0.5 | > = 1.5 | < 1.0 | > = 2.0 | [ |
| FIB-4 | n.a. | n.a. | < 1.45 (<F3) | > = 3.25 (> = F3) | [ |
| Fibrotest | < 0.32 | > 0.48 | < 0.59 | > = 0.75 | [ |
| Hyaluronic acid (μg/l) | <16 | >121 | < 50–60 | > 110–237 | [ |
| Hepascore | < 0.5 | > = 0.5–0.55 | < 0.84 | > = 0.84 | [ |
| ELF | < 7.7 | > = 9.8 | < 11.3 | > = 11.3 | [ |
Performance of non-invasive tests for diagnosis of significant fibrosis (> = F2).
| TEST | n | ≥F2 prevalence in biopsy (%) | Cut-off Value | Cut-off Basis | Sens (%) | Spec (%) | PPV (%) | NPV (%) | Sens+Spec (%) | Correctly classified (%) |
|---|---|---|---|---|---|---|---|---|---|---|
|
| 99 | 37.4 (37/99) | ≥7.2 kPa | Sens + Spec = Max | 75.7 (28/37) | 82.3 (51/62) | 71.8 (28/39) | 85.0 (51/60) | 158.0 | 79.8 (79/99) |
| ≥7.0 kPa | Standard [ | 75.7 (28/37) | 79.0 (49/62) | 68.3 (28/41) | 84.5 (49/58) | 154.7 | 77.8 (77/99) | |||
|
| 104 | 36.5 (38/104) | ≥1.1 | Sens + Spec = Max | 55.3 (21/38) | 87.9 (58/66) | 72.4 (21/29) | 77.3 (58/75) | 143.2 | 76.0 (79/104) |
| ≥0.5 | Standard [ | 78.9 (30/38) | 48.5 (32/66) | 46.9 (30/64) | 80.0 (32/40) | 127.4 | 59.6 (62/104) | |||
| >1.5 | Standard [ | 36.8 (14/38) | 92.4 (61/66) | 73.7 (14/19) | 71.8 (61/85) | 129.2 | 72.1 (75/104) | |||
|
| 103 | 35.9 (37/103) | ≥2.63 (?) | Sens + Spec = Max | 51.4 (19/37) | 92.4 (61/66) | 79.2 (19/24) | 77.2 (61/79) | 143.8 | 77.7 (80/103) |
| ≥1.45(<F3) | Standard [ | 73.0 (27/37) | 59.1 (39/66) | 50.0 (27/54) | 79.6 (39/49) | 132.1 | 64.1 (66/103) | |||
|
| 101 | 36.6 (37/101) | ≥0.60 | Sens + Spec = Max | 75.7 (28/37) | 64.1 (41/64) | 54.9 (28/51) | 82.0 (41/50) | 139.8 | 68.3 (69/101) |
| >0.1 | Standard [ | 100 (37/37) | 3.1 (2/64) | 37.4 (37/99) | 100 (2/2) | 103.1 | 38.6 (39/101) | |||
| ≥0.32 | Standard [ | 94.6 (35/37) | 28.1 (18/64) | 43.2 (35/81) | 90.0 (18/20) | 122.7 | 52.5 (53/101) | |||
| >0.48 | Standard [ | 86.5 (32/37) | 48.4 (31/64) | 49.2 (32/65) | 86.1 (31/36) | 134.9 | 62.4 (63/101) | |||
|
| 102 | 35.3 (36/102) | ≥60.1 | Sens + Spec = Max | 52.8 (19/36) | 81.8 (54/66) | 61.3 (19/31) | 76.1 (54/71) | 134.6 | 71.6 (73/102) |
| ≥16 | Standard [ | 100 (36/36) | 4.5 (3/66) | 36.4 (36/99) | 100 (3/3) | 104.5 | 38.2 (39/102) | |||
| ≥59.5 | Standard [ | 52.8 (19/36) | 81.8 (54/66) | 61.3 (19/31) | 76.1 (54/71) | 134.6 | 71.6 (73/102) | |||
| >121 | Standard [ | 27.8 (10/36) | 98.5 (65/66) | 90.9 (10/11) | 71.4 (65/91) | 126.3 | 73.5 (75/102) | |||
|
| 102 | 35.3 (36/102) | ≥0.977 (?) | Sens + Spec = Max | 38.9 (14/36) | 93.9 (62/66) | 77.8 (14/18) | 73.8 (62/84) | 132.8 | 74.5 (76/102) |
| ≥0.5 | Standard [ | 75.0 (27/36) | 43.9 (29/66) | 42.2 (27/64) | 76.3 (29/38) | 118.9 | 54.9 (56/102) | |||
| ≥0.55 | Standard [ | 69.4 (25/36) | 48.5 (32/66) | 42.4 (25/59) | 74.4 (32/43) | 117.9 | 55.9 (57/102) | |||
|
| 102 | 34.3 (35/102) | ≥9.0 | Sens + Spec = Max | 77.1 (27/35) | 68.7 (46/67) | 56.3 (27/48) | 85.2 (46/54) | 145.8 | 71.6 (73/102) |
| ≥7.7 | Standard [ | 100 (35/35) | 19.4 (13/67) | 39.3 (35/89) | 100 (13/13) | 119.4 | 47.1 (48/102) | |||
| ≥9.8 | Standard [ | 40.0 (14/35) | 92.5 (62/67) | 73.7 (14/19) | 74.7 (62/83) | 132.5 | 74.5 (76/102) |
TE: transient elastography; Hya: hyaluronic acid, ELF: Enhanced Liver Fibrosis-Test; Sens: sensitivity, Spec: specificity, PPV: positive predictive value, NPV: negative predictive value; (?): flat curve of sum of sensitivity plus specificity.
Performance of non-invasive tests for diagnosis cirrhosis (F4).
| Test | n | F4 prevalence in biopsy (%) | Cut-off Value | Cut off Basis | Sens (%) | Spec (%) | PPV (%) | NPV (%) | Sens+Spec (%) | Correctly classified (%) |
|---|---|---|---|---|---|---|---|---|---|---|
|
| 99 | 14.1 (14/99) | ≥10.4 kPa | Sens + Spec = Max | 100 (14/14) | 89.4 (76/85) | 60.9 (14/23) | 100 (76/76) | 189.4 | 90.9 (90/99) |
| ≥10.0 kPa | Standard [ | 100 (14/14) | 85.9 (73/85) | 53.8 (14/26) | 100 (73/73) | 185.9 | 87.9 (87/99) | |||
| ≥12.5 | Standard [ | 85.7 (12/14) | 92.9 (79/85) | 66.7 (12/18) | 97.5 (79/81) | 178.6 | 91.9 (91/99) | |||
|
| 104 | 13.5 (14/104) | ≥1.1 | Sens + Spec = Max | 92.9 (13/14) | 82.2 (74/90) | 44.8 (13/29) | 98.7 (74/75) | 175.1 | 83.7 (87/104) |
| ≥1.0 | Standard [ | 92.9 (13/14) | 78.9 (71/90) | 40.6 (13/32) | 98.6 (71/72) | 171.8 | 80.8 (84/104) | |||
| >2.0 | Standard [ | 42.9 (6/14) | 92.2 (83/90) | 46.2 (6/13) | 91.2 (83/91) | 135.1 | 85.6 (89/104) | |||
| ≥2.7 or ≥2.5 | Correctly class. = Max | 28.6 (4/14) | 98.9 (89/90) | 80 (4/5) | 89.9 (89/99) | 127.5 | 89.4 (93/104) | |||
|
| 103 | 13.6 (14/103) | ≥1.94 | Sens + Spec = Max | 100 (14/14) | 74.2 (66/89) | 37.8 (14/37) | 100 (66/66) | 174.2 | 77.7 (80/103) |
| ≥1.45(<F3) | Standard [ | 100 (14/14) | 55.1 (49/89) | 25.9 (14/54) | 100 (49/49) | 155.1 | 61.2 (63/103) | |||
| >3.25(> = F3) | Standard [ | 57.1 (8/14) | 93.3 (83/89) | 57.1 (8/14) | 93.3 (83/89) | 150.4 | 88.3 (91/103) | |||
|
| 101 | 13.9 (14/101) | ≥0.77 | Sens + Spec = Max | 85.7 (12/14) | 75.9 (66/87) | 36.4 (12/33) | 97.1 (66/68) | 161.6 | 77.2 (78/101) |
| ≥0.59 | Standard [ | 100 (14/14) | 55.2 (48/87) | 26.4 (14/53) | 100 (48/48) | 155.2 | 61.4 (62/101) | |||
| ≥0.75 | Standard [ | 85.7 (12/14) | 72.4 (63/87) | 33.3 (12/36) | 96.9 (63/65) | 158.1 | 74.3 (75/101) | |||
|
| 102 | 13.7 (14/102) | ≥76 | Sens + Spec = Max | 64.3 (9/14) | 87.5 (77/88) | 45.0 (9/20) | 93.9 (77/82) | 151.8 | 84.3 (86/102) |
| >50 | Standard [ | 71.4 (10/14) | 68.2 (60/88) | 26.3 (10/38) | 93.8 (60/64) | 139.6 | 68.6 (70/102) | |||
| ≥60 | Standard [ | 71.4 (10/14) | 76.1 (67/88) | 32.3 (10/31) | 94.4 (67/71) | 147.5 | 75.5 (77/102) | |||
| >110 | Standard [ | 50.0 (7/14) | 92.0 (81/88) | 50.0 (7/14) | 92.0 (81/88) | 142.0 | 86.3 (88/102) | |||
| ≥237 | Standard [ | 35.7 (5/14) | 98.9 (87/88) | 83.3 (5/6) | 90.6 (87/96) | 134.6 | 90.2 (92/102) | |||
|
| 102 | 13.7 (14/102) | ≥0.88 | Sens + Spec = Max | 78.6 (11/14) | 75.0 (66/88) | 33.3 (11/33) | 95.7 (66/69) | 153.6 | 75.5 (77/102) |
| ≥0.84 | Standard [ | 78.6 (11/14) | 71.6 (63/88) | 30.6 (11/36) | 95.5 (63/66) | 150.2 | 72.5 (74/102) | |||
|
| 102 | 13.7 (14/102) | ≥9.8 | Sens + Spec = Max | 64.3 (9/14) | 88.6 (78/88) | 47.4 (9/19) | 94.0 (78/83) | 152.9 | 85.3 (87/102) |
| ≥11.3 | Standard [ | 28.6 (4/14) | 98.9 (87/88) | 80.0 (4/5) | 89.7 (87/97) | 127.5 | 89.2 (91/102) |
TE: transient elastography; Hya: hyaluronic acid, ELF: Enhanced Liver Fibrosis-Test; Sens: sensitivity, Spec: specificity, PPV: positive predictive value, NPV: negative predictive value
Fig 1ROCs of transient elastography, APRI, FIB-4, Fibrotest for significant fibrosis (F> = 2).
ROC: receiver operating characteristic curve; fibro: transient elastography (TE); fibtest: Fibrotest®.
Fig 4ROCs of transient elastography, hyaluronic acid, Hepascore, ELF-Test for cirrhosis (F4).
ROC: receiver operating characteristic curve; fibro: transient elastography (TE); hyaluron: hyaluronic acid; hepasco: Hepascore, ELF: Enhanced Liver Fibrosis-Test®.
Fig 5Change in transient elastography values (kPa) over time (3 years).