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. 2022 Apr 23;14(9):2099. doi: 10.3390/cancers14092099

Table 1.

Preclinical and clinical associations between metabolites and HCC.

Study Design Observations Associations with HCC Ref.
Preclinical
CA feeding C57BL/6
DEN model
Chow, HFD + cholesterol ± CA (HFHCCA)
↗ Hepatic cholesterol
≈ Mitochondrial dysfunction genes
≈ NAFLD/HCC [27]
WKAH/HkmSlc rats
Chow, +1.25 mmol/kg CA (M-CA), +5 mmol/kg CA (H-CA)
(+ CA)
↗ Firmicutes (Blautia and Allobaculum)
↘ Bacteroidetes
(H-CA vs. chow)
↗ Faecal CA, αMCA, DCA, TCA, TDCA, 7-oxo-DCA
↘ Caecal total SCFAs, acetate, butyrate
[28]
DCA feeding C57BL/6
DMBA + HFD;
Abx ± DCA
(HFD + Abx)
↘ Tumour, Clostridium spp., serum DCA
(HFD + Abx + DCA)
↗ Tumour, Clostridium spp., serum DCA
↗ HCC [29]
Inulin feeding C57BL/6, T5KO mice
HFD + inulin
(40% of mice)
↘ Metabolic syndrome
↗ serum bilirubin, ALT, AST, ALP
↗ Serum total BA, unconjugated and conjugated: CA, αMCA, βMCA, ωMCA, CDCA, DCA
↗ Cecal butyrate
↗ Serum immunoreactivity: LPS, flagellin
↗ Liver disease and HCC ≈ Dysregulated bile acid metabolism ≈ Dysbiosis [36]
C57BL/6, T5KO mice
HFD + inulin;
CoH; Cf; GF
(CoH, Cf)
↗ Tumour, serum AFP, ALT
(GF)
↘ Tumour, serum AFP, ALT
Gut microbiota transfers risk of HCC
C57BL/6, T5KO mice
HFD + inulin;
Abx
↘ Butyrate-producing bacteria
↘ Caecal butyrate,
↗ Serum AFP, ALT
↘ HCC
Tryptophan C57BL/6
HFD + high/low cholesterol (HC/LC)
(HFD + HC diet)
Spontaneous HCC
↗ Serum and hepatic cholesterol
↘ gut bacteria associated ≈ tryptophan metabolizing capacity
↘ Serum 3-indolepropionic acid
↗ HCC [43]
Clinical
BA signalling Singapore Chinese Health Study
Sera of HCC patients
↗ 1° BAs (Total, CA species, CDCA species)
↗ 2° BAs (Total, UDCA species)
↘ 2°:1° BA ratio
↗ Risk of HCC [30]
Sera of HCC patients ↘ Serum 7-α-Hydroxy-4-Cholesten-3-one ≈ HCC with cirrhosis [31]
SCFAs, others Serum, liver, and stool samples from healthy, NAFLD-cirrhosis, and NAFLD-HCC patients, or healthy and HCC
in vitro
↗ Faecal oxaloacetate, acetate, butyrate, formate, kynurenine and kynurenic acid
↘ Faecal tryptophan and indole-3-carboxylate
↗ Serum butyrate, propionate, malonate
≈ HCC [37,44]
Linoleic acid and phenol ↘ HCC cell line growth in vitro [44]

↗ increases/promotes; ↘ decreases/alleviates; ≈ associated with; (bolded text): experimental intervention examined. T5KO, TLR-5 deficient; Abx, antibiotics; CoH, cohousing; Cf, cross-fostering; DMBA, 7,12-dimethylbenz(a)anthracene; GF, germ-free; HC, high cholesterol; HFD, high fat diet; 1°, primary; 2°, secondary; BA, bile acid; CA, cholic acid; CDCA, chenodeoxycholic acid; DCA, deoxycholic acid; MCA, muricholic acid; TCA, tauro-cholic acid; TDCA, tauro-deoxycholic acid; UDCA, ursodeoxycholic acid; SCFA, short-chain fatty acid.