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. 2025 Jan 28;14:1483521. doi: 10.3389/fonc.2024.1483521

Table 1.

Main characteristics of included studies.

No. First Author Publication Year Country Study Design N (Male/Female) Control group Age
Mean ± SD or Medianor Median or range
Sample source Liquid biopsy biomarker Detection Method Main index
1 Chen 2015 China cohort study HCC:104(68/32)
CHB:100(66/34)
LC:90(58/32)
hc:120(80/40)
CHB/LC/
hc
HCC:47.6(33,64)
CHB:48.9(35,62)
LC:46.1(36,60)
hc:47.9(34,59)
Serum miR-96 RT-PCR sensitivity/specificity/AUC
2 Guo 2021 China case control study HCC:87
Gastric cancer:13
cholangiocarcinoma:15
hc:30
Gastric cancer/
cholangiocarcinoma/
hc
N/A plasma Circular RNA 0006602 qPCR sensitivity/specificity/AUC
3 Yosry 2022 Egypt observational cross-sectional study Early Fibrosis:80(48/32)
Advanced Liver Fibrosis:77(42/35)
HCC:62(42/15)
Early Fibrosis/
Advanced Liver Fibrosis
Age: median
Early Fibrosis:49(43,57)
Advanced Liver Fibrosis:55(50,61)
HCC:60(57,65)
Serum miR-141-3p/miR-155-5p/miR200a-3p
miR-200c-3p, miR-/205-5p/miR-208a-3p, miR-499a-5p, miR-103a-3p, miR-574-3p
and miR-15a-5p
RT-PCR sensitivity/specificity/cut -off/accuracy/AUROC/LR+/LR-
4 Hung 2015 China Taiwan case control study HCC: 120(96/24)
DN: 30(24/6)
hc:15(12/3)
DN/hc HCC: 58.5 ± 10.0
DN: 60.3 ± 11.1
hc:62.1 ± 8.7
serum miR-122/let-7b qRT-PCR sensitivity/specificity/cut-off point/AUC
5 Gwad 2018 Egypt case control study HCC:60(43/17)
CHC:42(33/9)
hc:18(12/6)
CHC/hc ≥57.8;<57.8(numbers)
HCC:35/25
CHC: 21/21
hc:9/9
serum lncRNA‐RP11‐513I15.6/
miR‐1262/RAB11A mRNA
qRT-PCR sensitivity/specificity/
PPV/NPV/accuracy/cut off
6 Matboli 2018 Egypt N/A HCC:68(49/19)
CHC:60(39/21)
hc:36(23/13)
CHC/
hc
<56;≥56(numbers)
HCC:23/45
CHC:28/32
hc:12/24
serum hsa_circ_00156/
hsa_circ _000224/hsa_circ_000520
Real‐time PCR sensitivity/specificity/
PPV/NPV/accuracy
7 Li 2012 China case control study HCC:101(76/25)
CH and LC::30(23/7)
hc:60(46/14)
CH and LC/
hc
HCC:54 ± 11
CH and LC:51 ± 13
hc:52 ± 16
serum miR-18a qPCR sensitivity/specificity/cut-off point/AUC
8 Rashad 2017 Egypt case control study HCC: 51(31/20)
LC: 39(18/21)
LC HCC:45.94 ± 6.42
LC: 48.28 ± 5.04
serum miRNA-27a/
miRNA-18b
qRT-PCR sensitivity/specificity/cut-off point/AUC
9 Habib 2019 Egypt case control study HCC:65(46/19)
CHC:34(27/7)
hc:32(17/15)
CHC/
hc
≥56;<56(numbers)
HCC:43/22
CHC: 22/12
hc: 15/17
serum lncRNA-TSIX/miR-548-a-3p/SOGA1 mRNA qPCR sensitivity/specificity/cut-off point/AUC
10 EI-Hamouly 2019 Egypt cross-sectional study HCC:42(27/15)
LC:48(29/19)
hc:40(23/17)
LC/
hc
HCC:56.14 ± 8.67
LC:53.85 ± 6.37
hc:53.35 ± 5.71
Plasma microRNA-301 qRT-PCR sensitivity/specificity/cut-off point/AUC
11 EIhendawy 2020 Egypt cross section pilot study HCC:20(11/9)
hc:10(6/4)
hc HCC:54.93 ± 7.49
hc:51.72 ± 4.72
peripheral venous blood miR-142-5p/miR-191-5p/miR-22-3p/miR-126-5p RT-qPCR sensitivity/specificity/
PPV/NPV/AUC
12 Piciocchi 2013 Italy N/A HCC:66(50/16)
LC:35(21/14)
CH:41(28/13)
LC/
CH
HCC:68.5 ± 9
LC:58 ± 13
CH:57 ± 12
Plasma cfDNA Real-time PCR sensitivity/specificity/
PPV/NPV/AUC/accuracy/cut-off point
13 Yang 2015 China case control study HCC:156(111/45)
BLD:98(CH:83, NAFLD:15)
hc:64
BLD/
hc
HCC: Mean age:53.7 serum miR-218 qRT-PCR sensitivity/specificity/cut-off point/AUC
14 Huang 2011 China case control study HCC:72
BLD:37,(LC:25, Chronic inactive CH:12)/
hc: 41
BLD:(LC, Chronic inactive CH)/
hc
N/A Plasma circDNA Real Time PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off point
15 Chen 2015 China case control study HCC:103(89/14)
BLD:95(80/15)
hc:40(31/9)
BLD:
hc:
Median (range)
HCC:52(39-80)
BLD:50(37-76)
hc:49(30-78)
Serum miR-182/miR-331-3p real-time PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off point
16 Zuo 2015 China N/A HCC:90(68/22)
CHB: 30(13/17)
hc: 30(11/19)
CHB,
hc
HCC:54.7 ± 9.8
CHB: 46.6 ± 15.4
hc: 51.8 ± 20.2
Serum miR-125b/miR-223/miR-27a/miR26a qRT-PCR sensitivity/specificity/
AUC/cut-off point
17 Nasser 2019 Egypt N/A HCC:30(16/14)
LC:15(11/4)
CHC:15(9/6)
hc: 25
LC/
CHC/
hc
HCC:53.5 ± 4.9
LC:51 ± 5.7
CHC:32 ± 7.4
hc:N/A
serum miR-21/miR-223/miR-885-5p (RT) PCR sensitivity/specificity/
AUC/cut-off point
18 Fouda 2020 Egypt case control study HCC:137(93/44)
hc:49
hc HCC:61.1 ± 6.5
hc:60 ± 5.2
serum miRNA21/miRNA29a/miRNA200/
miRNA335
qRT-PCR sensitivity/specificity/
AUC/cut-off point/SEM
19 Li 2019 China case control study HCC:135
hc:103
CH:117
LC:143
hc/
CH/
LC
N/A plasma circSMARCA5 qRT-PCR sensitivity/specificity/
AUC/cut-off
20 Abdelgawad 2015 Egypt case control study HCC:77(50/27)
LC:30(19/11)
hc:40(24/16)
LC/
hc
HCC:61(47-77)
LC:58.5(55-64)
hc:45-69
whole blood KIAA0101 mRNA qRT-PCR sensitivity/specificity/
PPV/NPV/accuracy/
21 Zhuang 2015 China case control study HCC:52(40/12)
CH:42(27/15)
HC:43(23/14)
CH/
HC
HCC:51.1 ± 1.4
CH:49.2 ± 1.8
HC:51.5 ± 2.1
serum miR-21/miR-26a/miR-101 qRT-PCR sensitivity/specificity/
AUC
22 Lin 2015 China Cohort HCC:26(20/6)
LC:22(16/6)
CHB:23(16/7)
hc:22(15/7)
LC/
CHB/
hc
HCC:49 ± 13
LC:51 ± 11
CHB:45 ± 11
hc:47 ± 12
Serum miR-224 qRT-PCR sensitivity/specificity/
AUC
23 Han 2018 China single centre, cohort study HCC:155(127/28)
LC:96(64/32)
hc: 95(61/34)
LC/
hc
HCC:58.2 ± 10.5
LC: 52.4 ± 11.4
hc: 51.1 ± 13.7
plasma miR-148a qRT-PCR sensitivity/specificity/
AUROC/cut-off point
24 Sun 2019 China case control study HCC:40(26/14)
hc:45(26/19)
Anhepatic fibrosis:13(8/5)
Mild hepatic fibrosis:46(29/17)
Severe liver fibrosis/LC:47(29/18)
hc/
Anhepatic fibrosis/
Mild hepatic fibrosis/
Severe liver fibrosis/LC
HCC:62.53 ± 9.92
hc:44.61 ± 14.95
Anhepatic fibrosis:36.79 ± 11.8
Mild hepatic fibrosis:45.1 ± 12.94
Severe liver fibrosis/LC:54.56 ± 7.75
Serum miR-331-3p/miR-23b-3p RT-qPCR sensitivity/specificity/
AUC
25 Amr 2017 Egypt case control study HCC:40(33/7)
CHC:40(34/6)
hc:20(16/4)
CHC/
hc
HCC:52.03 ± 1.55
CHC:48.94 ± 1.34
hc:50.75 ± 1.8
plasma miR-122/miR-224 RT-quantitative PCR sensitivity/specificity/
accuracy/cut-off point/AUC
26 Yang 2017 China HCC:24(19/5)
Fibrosis:62(46/16)
Fibrosis HCC:57.7 ± 8.7
Fibrosis:35.7 ± 10.1
plasma cfDNA Qubit dsDNA 7
HS Assay kit
sensitivity/specificity/
PPV/NPV/cut-off point/AUC
27 Tomimaru 2011 Japan case control study HCC:126(99/27)
CH:30(20/10)
hc:50(37/13)
CH/
hc
HCC: 63 ± 10
CH:62 ± 8
hc:62 ± 8
Plasma microRNA-21 qRT-PCR sensitivity/specificity/
AUC/accuracy
28 Shaheen 2018 Egypt case control study HCC:40(26/14)
LC:20(15/5)
CHC:20(13/7)
hc:40(34/6)
LC/
CHC/
hc
HCC:58.0 ± 8.6
LC:57.2 ± 9.7
CHC:52.5 ± 9.04
hc:57.5 ± 10.0
Serum miR-182/miR-150 qRT-PCR sensitivity/specificity/cut-off point/AUC
29 Luo 2018 China case-control study HCC:60(50/10)
CHB and LC:75(59/16)
hc:79(60/19)
CHB and LC/
hc
N/A Plasma ZFAS1 RT-qPCR sensitivity/specificity/cut-off point/AUC
30 Li 2021 China case control study HCC:116(62/54)
CHB:66(35/31)
hc:66(33/33)
CHB/
hc
HCC:56.12 ± 5.46
CHB:57.81 ± 5.69
hc:56.88 ± 6.23
serum miR-487b qRT-PCR sensitivity/specificity/cut-off point/AUC
31 ALrefai 2023 Saudi Arabia case control study HCC:50(41/9)
LC:50(38/12)
hc:50(35/15)
LC/
hc
HCC:59.74± 6.16
LC: 57.68± 4.77
hc: 58.78± 4.03
blood miR-331-3P/miR-23b-3p/miR-3194-5p RT-PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off point
32 Zhao 2021 China case control study HBV-unrelated
HCC:52
CHB-related HCC:96
CHB:72
hc:76
CHB/
hc
HBV-unrelated HCC:52(43-62)
CHB-related HCC:55(41-67)
CHB:50(38-61)
hc:53(42-59)
serum miR-324-3p qRT-PCR sensitivity/specificity/cut-off point/AUC
33 Chen 2016 China case control study HCC:64(53/11)
LC:59(44/15)
CHB:63(51/12)
hc:56(39/17)
LC/
CHB/
hc
HCC:54.00 ± 11.48
LC:52.93 ± 11.37
CHB:53.62 ± 11.04
hc:53.07 ± 11.83
Plasma miR-125b qRT-PCR sensitivity/specificity/AUC
34 Huang 2020 China case control study HCC:129(111/18)
hc:93(69/24)
CHB:27(21/6)
LC:49(32/17)
hc/
CHB/
LC
HCC:59(23-88)
hc:55(21-79)
CHB:52(33-71)
LC:58(35-87)
Serum HULC/MALAT1/Linc00152/PTENP1/PTTG3P/SPRY4-IT1/UBE2CP3/UCA1 qRT-PCR sensitivity/specificity/AUC
35 Miura 2005 Japan N/A HCC:64
LC:20
CH:20
hc:50
LC/
CH/
hc
N/A Serum hTERT mRNA qRT-PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off point
36 Shen 2017 China case control study HCC:70(46/24)
LC:40(24/16)
hc:45
LC/
hc
HCC:mean:35(42-72)
LC:48(37-69)
hc:49(40-68)
Serum miR-574-3p RT-qPCR sensitivity/specificity/
PPV/NPV/AUC/accuracy
37 Nguyen 2022 Viet Nam cross-sectional study HCC:170(136/34)
LC:170(90/80)
LC HCC:59.8 ± 11.3
LC:46.5 ± 13.8
Serum hTERT mRNA RT-PCR sensitivity/specificity/AUC/cut-off
38 Miura 2010 Japan case control study HCC:303(196/107)
CH:89
LC:45
hc:201
CH/
LC/
hc/
HCC:mean:65;range(22-101) Serum hTERTmRNA RT-qPCR sensitivity/specificity/
PPV/NPV/AUC/cut-off
39 Zhang 2014 China case control study HCC:95(60/35)
CH:118(65/33)
hc:127(71/56)
CH/
hc
HCC:54.21 ± 6.95
CH:53.12 ± 7.24
hc:52.58 ± 6.98
Serum microRNA 143/microRNA 215 RT-qPCR sensitivity/specificity/
AUC/cut-off/accuracy
40 Han 2022 China case control study HCC:127(81/46)
hc:99(48/51)
BLD:55(30/25)
hc/
BLD
HCC:56(45-65)
hc:53(42-59)
BLD:50(39-59)
Serum long non-coding RNA SCARNA10 qPCR sensitivity/specificity/AUC
41 Yu 2015 China N/A HCC: 120(75/45)
CHB:110(67/43)
hc: 120(65/55)
CHB/
hc
HCC:58 ± 10.4
CHB: 55 ± 11.2
hc:50 ± 9.5
Serum microRNA-150 qRT-PCR sensitivity/specificity/
AUC/cut-off
42 Dhayat 2015 Germany case control study HCC: 22(20/2)
LC: 22(13/9)
hc: 15(7/8)
LC/
hc
N/A plasma microRNA-141/microRNA-200a qRT-PCR sensitivity/specificity/AUC/accuracy
43 Li 2019 China N/A HCC:47(31/16)
hc: 54(23/31)
CH: 54(31/23)
LC: 35(22/13)
hc/
CH/
LC
HCC:63 ± 10
hc:45 ± 15
CH:37 ± 12
LC:55 ± 8
Serum GPC3/miR-122 qRT-PCR sensitivity/specificity/
AUC/Cut-off
44 Gharib 2022 Saudi Arabia case control study HCC:55(33/22)
LC:55(31/24)
hc:55(37/18)
LC/
hc
HCC:54.83 ± 6.54
LC:54.91 ± 8.69
hc:55.40 ± 7.24
Serum miRNA-96-5p/miRNA-99a-5p qRT-PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off/accuracy
45 Qiao 2019 China N/A HCC:100
CHB:50
hc:50
CHB/
hc
N/A plasma Hsa_circ_0003998 qRT-PCR sensitivity/specificity/AUC
46 Quoc 2018 Vietnam case control study HCC: 25(17/8)
CHB: 8(3/5)
hc:19(13/6)
CHB/
hc
HCC: 51.28 ± 16.03
CHB: 41.13 ± 12.92
hc:55.79 ± 7.8
plasma hsa-miR122 RT-PCR sensitivity/specificity/AUC
47 Wang 2018 China N/A HCC: 63(54/9)
CHB: 46(34/12)
LC: 47(39/8)
hc:58(49/9)
CHB/
LC/
hc
HCC:56 ± 9
CHB:54 ± 12
LC:55 ± 10
hc:55 ± 10
plasma lncRNA GAS5-AS1 RT-qPCR sensitivity/specificity/
AUC/Cut-off
48 Wang 2023 China N/A HCC:98(60/38)
LC:52(28/24)
hc:105(62/43)
LC/
hc
HCC: 56.3 ± 9.76
LC:57.98 ± 11.35
hc:54.8 ± 15.05
plasma Lnc-MyD88 RT-qPCR sensitivity/specificity/
AUC/Cut-off/Jorden index
49 Yousuf 2022 India N/A HCC:33(22/11)
hc:33(23/10)
hc HCC:56.58 ± 12.29
hc:51.68 ± 15.09
Serum miR-221/miR-222/miR-26a/miR-124/miR-340/miR-126/miR-155miR-219 RT-qPCR sensitivity/specificity/
AUC/Cut-off
50 Elfert 2022 Egypt case control study HCC:90(72/18)
CHC:90(66/24)
hc:60(35/25)
CHC/
hc
HCC: 47.43 ± 7.56
CHC: 43.40 ± 11.66
hc: 44.0 ± 7.32
Serum miR-122/miR-483/miR-335 qRT-PCR sensitivity/specificity/
AUC/Cut-off
51 Eldosoky 2023 Egypt N/A HCC:39(27/12)
LC: 40(28/12)
LC HCC: 61.0 (56.0–67.0)
LC:58.5 (54.25–65.0)
plasma hsa-miR-21-5p/hsa-miR-155-5p/hsa-miR-199a-5p qRT-PCR sensitivity/specificity/
AUC/Cut-off
52 Boonkaew 2023 Thailand N/A HCC:70(54/16)
NAFLD:70(30/40)
hc:35(4/31)
NAFLD/
hc
HCC:68.8 ± 11.4
NAFLD:50.7 ± 9.5
hc:53.2 ± 5.3
plasma miR-19-3p/miR-16-5p/miR-30d-5p/ qRT-PCR sensitivity/specificity/
PPV/NPV/AUROC/cut-off/accuracy
53 Gao 2018 China N/A HCC:72(57/15)
CH: 50(39/11)
hc:50(35/15)
CH/
hc
HCC:51.26 ± 7.31
CH:49.23 ± 8.06
hc:50.37 ± 7.19
plasma SHNG1 N/A sensitivity/specificity/
AUC
54 Zhao 2018 China N/A HCC:85 (60/25)
CHB:50
CHB HCC:53.2 ± 9.3 Serum microRNA-143/145 RT-qPCR sensitivity/specificity/
AUC
55 Li 2014 China N/A HCC:31(26/5)
CH:31(26/5)
CH HCC:49 ± 11
CH:49 ± 10
plasma microRNA-139 RT-qPCR sensitivity/specificity/
AUC/Cut-off
56 Xie 2014 China N/A CHB:79(54/25)
LC:61(43/18)
HCC:67(57/10)
hc:30(21/9)
CHB/
LC/
hc
CHB:32.38 ± 11.93
LC:51.19 ± 9.57
HCC:51.69 ± 10.43
hc: 37.26 ± 10.79
Serum microRNA-101 RT-qPCR sensitivity/specificity/
AUC/Cut-off
57 El-Garem 2014 Egypt case control study HCC:30(25/5)
LC:30(21/9)
CH:30(22/8)
hc:10(6/4)
LC/
CH/
hc
HCC:60.27 ± 8.20
LC:55.07 ± 7.35
CH:38.20 ± 8.21
hc:40.89 ± 16.85
Serum miR-221 RT-qPCR sensitivity/specificity/
AUC
58 Wahb 2021 Egypt case control study HCC:35(30/5)
CH:33(23/10)
hc:32(27/5)
CH/
hc
HCC:55.2 ± 5.2
CH:52.7 ± 5.3
hc:52.8 ± 5.6
Serum miRNA 9-3p RT-qPCR sensitivity/specificity/
PPV/NPV/AUC/cut-off
59 Youssef 2022 Egypt cohort study HCC:70(48/22)
hc:25
hc HCC:62.0 ± 7.6 plasma microRNA-326/microRNA-424/microRNA-511 qRT-PCR sensitivity/specificity/
PPV/NPV/AUROC/cut-off/accuracy
60 Nomair 2020 Egypt N/A HCC:24(15/9)
LC:24(14/10)
hc:24(15/9)
LC/
hc
HCC: 56.4 ± 7.9
LC: 55.5 ± 6.5
hc: 54.4 ± 5.3
Serum miRNA-224 RT-PCR sensitivity/specificity/
AUC/cut-off/accuracy
61 Moshiri 2018 Italy case-control study HCC:24
LC:14
LC N/A Serum miR-101-3p/miR-106b-3p N/A sensitivity/specificity/
AUC/accuracy
62 Lou 2022 China N/A HCC:61(50/11)
LC:20(14/6)
hc:20(13/7)
LC/
hc
HCC:55.96 ± 12.34
LC:55.31 ± 12.28
hc:41.65 ± 9.90
Serum lncrna HOTAIR/BRM/ICR qRT-PCR sensitivity/specificity/
AUC/cut-off
63 Farag 2018 Saudi Arabia case-control study HCC:145(138/7))
CLC:105(70/35)
CLC N/A Serum GP73mRNA RT-qPCR sensitivity/specificity/
PPV/NPV/AUC/accuracy/cut-off
64 Shehab-Eldeen 2019 Egypt cross-sectional study HCC: 20(16/4)
LC: 20(13/7)
hc: 20(10/10)
LC/
hc
HCC: 56.95± 1.73
LC: 56.50± 2.1
hc: 52.35± 1.4
Serum microRNA-122/microRNA-224 RT-qPCR sensitivity/specificity/
PPV/NPV/AUC/accuracy/cut-off
65 Aboelwafa 2021 Egypt N/A LC:100(79/21)
HCC:50(40/10)
hc:50(35/15)
LC/
hc
LC: 47.4 ± 9.7
HCC: 50.6 ± 5.2
hc: 47.5 ± 9.3
Serum miR-23b-3p/miR-331-3p qRT-PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off
66 Cimentepe 2021 Turkey N/A HCC:35(30/5)
CHB:35(16/19)
hc:30(17/13)
CHB/
hc
HCC:64.7
CHB:35
hc:38
Serum miR-21-5p/miR-122a-5p/miR-221-5p/miR-223-5p qRT-PCR AUC
67 Farag 2018 Saudi Arabia case-control study HCC:145(138/7)
LC:105(75/30)
LC N/A Serum Glypican-3mRNA RT-PCR sensitivity/specificity/
PPV/NPV/AUC/cut-off
68 Gibriela 2022 Egypt N/A HCC:40
CLD:48
LC:39
hc:40
CLD/
LC/
hc
N/A plasma miR-650/552-3p/676-3p/512-5p/147b qRT-PCR sensitivity/specificity/AUC/cut-off
69 Hussein 2022 Egypt prospective case control study LC:25
HCC:25
hc:10
LC/
hc
LC:63.44 ± 9
HCC:61 ± 7.76
Serum MicroRNA 21 RT-PCR sensitivity/specificity/
AUC/cut-off
70 Shehab-Eldeen 2023 Egypt case control study HCC:50(41/9)
LC:50(36/14)
hc:50(31/19)
LC/
hc
HCC: 58.9 ± 5.5
LC: 57.2 ± 7
hc: 59.7 ± 4
Serum MicroRNA-29a/MicroRNA-124 RT-qPCR sensitivity/specificity/
PPV/NPV/AUC/cut-off
71 Xu 2018 China N/A HCC:100(74/26)
LC:100(74/26)
CH:100(74/26)
hc:100(74/26)
LC/
CH/
hc
HCC:54.9 ± 13.1
LC:55.9 ± 12.0
CH:55.6 ± 11.7
hc:54.1 ± 13.8
Serum microRNA-125b RT-qPCR sensitivity/specificity/
AUC/cut-off
72 Zuo 2014 China N/A HCC:65(48/17)
hc:30(17/13)
hc Age range:
HCC:27-79
hc: 24-80
Serum miR-125b RT-qPCR sensitivity/specificity/
AUC/cut-off
73 Song 2020 China case control study HCC:94(63/31)
CH:52(31/21
CH Age range;median;>60;<60(numbers)
HCC:32-75;61;51/43
CH:41-74;62;28/24
Serum lncRNA-PVT1 qRT-PCR sensitivity/specificity/
AUC/cut-off
74 Lyu 2021 China N/A HCC:111(89/22)
LC:58(43/15)
CHB:50(35/15)
hc:54(36/18)
LC/
CHB/
hc
<50;>50(numbers)
HCC:31/80
LC:16/42
CHB:17/35
hc:22/32
Plasma hsa circ 0070396 qRT-PCR sensitivity/specificity/
AUC
75 Wang 2018 China N/A HCC: 50(40/10)
LC: 40(25/15)
CH: 40(31/9)
hc: 50(37/13)
LC/
CH/
hc
HCC: 56.32 ± 9.71
LC: 55.13 ± 11.94
CH: 51.25 ± 8.46
hc: 53.92 ± 8.17
Serum Exosomal miR-122/miR-148a/miR-1246 RT-qPCR sensitivity/specificity/
AUC
76 Wang 2021 China N/A HCC:56(45/11)
CHB:57(38/19)
LC:47(35/12)
CHB/
LC
N/A Serum hsa_circ_0028861 qRT-PCR sensitivity/specificity/
AUC
77 Wei 2022 China case control study HCC:90
hc:90(50/40)
hc N/A Serum microRNA-370-3p/microRNA-196a-5p sensitivity/specificity/
AUC
78 Chen 2022 China N/A HCC:60
hc:60
hc N/A Serum miR-34a qRT-PCR sensitivity/specificity/
AUC
79 Ghosh 2020 India N/A LC:25
HCC:38
CH:35
LC/
CH
N/A Serum miR-10b-5p/miR-223-3p/miR-221-3p/miR-21-5p qRT-PCR sensitivity/specificity/
AUC
80 Xu 2018 China N/A HCC:55
CHB:60
hc:60
CHB/
hc
N/A Serum lncRNA ENSG00000258332.1/LINC00635 qRT-PCR sensitivity/specificity/
AUC/cut-off
81 Xu 2017 China N/A HCC: 88
LC:67
CHB:68
hc:68
LC/
CHB/
hc
N/A Serum hnRNPH1 mRNA qRT-PCR sensitivity/specificity/
AUC/cut-off
82 Yang 2022 China N/A HCC: 50(30/20)
LC: 50(29/21)
hc: 50(26/24)
LC/
hc
HCC: 60.8 ± 5.3
LC: 63.0 ± 3.4
hc: 61.5 ± 5.2
exosomes/Plasma microRNA-26a/microRNA-29c/microRNA199a qRT-PCR sensitivity/specificity/
AUC

BLD, benign liver disease; CH, Chronic hepatitis; CHB, chronic hepatitis B; CHC, chronic hepatitis C; CLD, Cholestatic Liver Disease; DN, Dysplasia of nodules; HCC, Hepatocellular carcinoma; hc, healthy control; LC, Liver cirrhosis; NAFLD, non-alcoholic fatty liver disease, N/A, Not Applicable.