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. Author manuscript; available in PMC: 2017 Jun 1.
Published in final edited form as: Gastroenterology. 2016 Jan 16;150(8):1710–1717. doi: 10.1053/j.gastro.2016.01.006

Table 1.

Clinical and molecular factors associated with ALD and NAFLD-related HCC.

Group /
Author
Total n Study type Tissue
assessed
Parameter
assessed
Liver histology ALD (n, %
total)
Characteristics
associated with
ALD-HCC
NAFLD (n,
% total)
Characteristics
associated with
NAFLD-HCC
Ref
Predisposing
factors to HCC
Ascha et al 510 Retrospective
cohort
Clinical 100% cirrhosis 0 (0%) NA 195 (38%) Age and any
consumption of
alcohol were
risk factors for
HCC
32
Loomba et al 23712 Prospective
cohort
Clinical NA 2401
alcohol use
(10%)
BMI ≥30 was
associated with
increased risk of
HCC
NA 33
Tokushige et al 14530 Cross-
sectional
Clinical NAFLD HCC:
62% cirrhosis
ALD HCC: 78%
cirrhosis
991 (7%) ALD HCC was
associated with
younger age and
lower proportion of
women.
292 (2%) Associated with
metabolic
syndrome and
lower rates of
cirrhosis.
34
Raff et al 480 Retrospective
cohort
Clinical NAFLD: 12%
cirrhosis
ALD: 46%
cirrhosis
165 (34%) Diabetes associated
with HCC
development in
ALD and NAFLD
315 (66%) See alcohol
characteristics
4
Mittal et al 1500 Retrospective
cohort
Clinical NAFLD-HCC:
70% cirrhosis
ALD-HCC: 89%
cirrhosis
1209 (81%) Two times more
ALD-HCC without
cirrhosis than HCV-
HCC.
120 (8%) Five times more
NAFLD-HCC
without cirrhosis
than HCV-HCC.
6
Kodama et al 157 Retrospective-
prospective
cohort
Clinical 100% cirrhosis 85 (54%) Diabetes. 72 (46%) Age, GGT and
Child-Pugh
score.
9
Nahon et al 301 Prospective
cohort
Non-
tumoral
liver in
subjects
with HCC
Liver iron
deposition
HFE mutations
100% cirrhosis 162 (54%) Liver iron and HFE
C282Y mutations.
NA NA 10
Trepo et al 2503 Meta-analysis
of individual
participant
data
Blood PNPLA3 SNP
(rs738409)
100% cirrhosis 1374 (55%) rs738409 GG
genotype
2 (0.1%) NA 11
Singal et al 2937 Meta-analysis Blood PNPLA3 SNP
(rs738409)
NA NA rs738409 GG
genotype
NA rs738409 GG
genotype
12
Nischalke et al 482 with ALD
cirrhosis
382 controls
Validation:
229 ALD
cirrhosis
Case-control Blood PNPLA3 SNP
(rs738409)
NCAN
(rs228603)
100% cirrhosis 356 (100%) rs2228603 risk
variant (CT/TT) and
rs738409 risk
variant (IM/MM)
0 (0%) 14
Ueyama et al 389 Retrospective
cohort
Blood Multiple SNPs 13% cirrhosis 223 (57%) rs738409
(PNPLA3) GG
genotype
35
Charni et al 496 Cohort Blood RANTES
promoter SNP
(rs2107538)
253 (51%) rs2107538 risk
variant associated
with HCC
occurrence
MPO (rs2333227)
and SOD2 (rs4880)
SNP associated with
risk of HCC and
death
0 (0%) 16
Nahon et al 190 Prospective
cohort
Blood Multiple SNP 100% cirrhosis 191 (100%) 0 (0%) 15
Clinical and
Molecular
Features of
HCC
Lee et al 512 Retrospective
cohort
Clinical 55 (11%) 35 (7%)
cryptogenic
HCC
Single nodule
HCC, less portal
vein invasion.
No difference in
survival.
8
Jeong et al 91 HCC Cohort HCC Gene
expression
50% cirrhosis 7 (8%) ALD-HCC enriched
in gene expression
cluster B
NA 18
Boyault et al Derivation: 57
HCC
Validation: 63
HCC
Cohort HCC Gene
expression
NA 41 (33%) ALD-HCC enriched
in HCC subtypes
G3, G4 and G6
NA NA 19
Schulze et al 243 Cohort HCC Mutational
signatures
based on
exome
sequencing
49% cirrhosis 100 (41%) Mutational signature
3. CTNNB1
mutations.
44 (18%) NA 21
Prognostic
factors after
HCC
diagnosis/
treatment
Siriwardana et
al
150 Prospective
cohort
Clinical 61 (41%) Diffuse tumor
nodules and
macrovascular
invasion more
common. Worse
survival of advanced
HCC.
89 (59%)
cryptogenic
HCC
Single HCC
more common.
Improved
survival in
advanced HCC
compared to
ALD-HCC.
24
Takeuchi et al 638 Retrospective
cohort
Blood PNPLA3 SNP
(rs738409)
NA 89 (14%)
heavy
drinkers
Worse survival in
ALD subjects with
low BMI and
rs738409 GG
genotype
rs738409 GG
genotype associated
with higher number
of HCC lesions,
higher HCC grade
and worse survival
in ALD and NAFLD
subjects compared
to other etiologies.
70 (11%) No association 26
Valenti et al 460 HCC Retrospective-
prospective
cohort
Blood PNPLA3 SNP
(rs738409)
96% cirrhosis 80 (17%) 28 (6%) See alcohol
characteristics
27

Studies with more than 100 ALD and/or NAFLD subjects were included.