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"Thomas, Claire E."
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Association between Pre-Diagnostic Serum Bile Acids and Hepatocellular Carcinoma: The Singapore Chinese Health Study
2021
Hepatocellular carcinoma (HCC) is a commonly diagnosed malignancy with poor prognosis. Rising incidence of HCC may be due to rising prevalence of metabolic dysfunction-associated fatty liver disease, where altered bile acid metabolism may be implicated in HCC development. Thirty-five bile acids were quantified using ultra-performance liquid chromatography triple-quadrupole mass spectrometry assays in pre-diagnostic serum of 100 HCC cases and 100 matched controls from the Singapore Chinese Health Study. Conditional logistic regression was used to assess associations for bile acid levels with risk of HCC. Conjugated primary bile acids were significantly elevated whereas the ratios of secondary bile acids over primary bile acids were significantly lower in HCC cases than controls. The respective odds ratios and 95% confidence intervals of HCC were 6.09 (1.75–21.21) for highest vs. lowest tertile of cholic acid species and 30.11 (5.88–154.31) for chenodeoxycholic acid species. Doubling ratio of taurine-over glycine-conjugated chenodeoxycholic acid was associated significantly with 40% increased risk of HCC whereas doubling ratio of secondary over primary bile acid species was associated with 30–40% reduced risk of HCC. In conclusion, elevated primary bile acids and taurine over glycine-conjugated ratios were strongly associated with HCC risk whereas the ratios of secondary bile acids over primary bile acids were inversely associated with HCC risk.
Journal Article
Genomic landscape of cancer in racially and ethnically diverse populations
2025
Cancer incidence and mortality rates can vary widely among different racial and ethnic groups, attributed to a complex interplay of genetic, environmental and social factors. Recently, substantial progress has been made in investigating hereditary genetic risk factors and in characterizing tumour genomes. However, most research has been conducted in individuals of European ancestries and, increasingly, in individuals of Asian ancestries. The study of germline and somatic genetics in cancer across racial and ethnic groups using omics technologies offers opportunities to identify similarities and differences in both heritable traits and the molecular features of cancer genomes. An improved understanding of population-specific cancer genomics, as well as translation of those findings across populations, will help reduce cancer disparities and ensure that personalized medicine and public health approaches are equitable across racial and ethnic groups.
Studying germline variants and somatic mutations in cancer using omics technologies helps identify both heritable traits and molecular features of cancer genomes. Population-specific cancer genomics can reduce disparities and ensure equity across racial and ethnic groups for personalized medicine and public health approaches.
Journal Article
Soluble CD137 and risk of hepatocellular carcinoma: nested case–control studies in cohorts in Shanghai and Singapore
2023
BackgroundThe majority of hepatocellular carcinoma (HCC) cases occur in the presence of cirrhosis. Biomarkers of cirrhosis-associated immune dysfunction such as CD8+ T cell cytokines could aid HCC risk assessment.MethodsCD8+ T cell cytokines were determined in pre-diagnostic serum in two studies including 315 HCC case–control pairs in the Shanghai Cohort Study (SCS) and 197 pairs in the Singapore Chinese Health Study (SCHS). Conditional logistic regression was used to estimate odds ratio (OR) and 95% confidence interval (CI) for HCC with levels of five cytokines—soluble CD137 (sCD137), soluble Fas (sFas), perforin, macrophage inflammatory protein 1-beta (MIP-1β), and tumour necrosis factor alpha (TNF-α).ResultssCD137 levels were significantly higher in HCC cases than controls in both cohorts (Ps < 0.001). Compared with the lowest quartile, multivariable-adjusted ORs (95% CI) of HCC for the highest sCD137 quartile were 3.79 (1.73, 8.30) in the SCS and 3.49 (1.44, 8.48) in the SCHS. The sCD137-HCC association was independent of hepatitis B seropositivity and follow-up time. No other cytokine was consistently associated with HCC risk.ConclusionsCD137 was associated with higher risk of HCC in two studies nested in general population cohorts. sCD137 may be a long-term risk marker of HCC development.
Journal Article
Association between somatic microsatellite instability, hypermutation status, and specific T cell subsets in colorectal cancer tumors
2024
Microsatellite instability-high (MSI-high) tumors comprise ~15% of sporadic colorectal cancers (CRC) and are associated with elevated T cell infiltration. However, the universality of this response across T cell subtypes with distinct functions is unknown.
Including 1,236 CRC tumors from three observational studies, we conducted
T cell profiling using a customized 9-plex (CD3, CD4, CD8, CD45RA, CD45RO, FOXP3, KRT, MKI67, and DAPI) multispectral immunofluorescence assay. MSI status was assessed through polymerase chain reaction or immunohistochemical assays. We used multivariable ordinal logistic regression to estimate odds ratios (OR per increasing quantile) and 95% confidence intervals (CIs) for the association of MSI status with quantiles of T cell densities in either tumor epithelial or stromal tissue areas.
Compared to microsatellite instability low or microsatellite stable (MSI-low/MSS) tumors, MSI-high status was associated with higher density for the majority of immune subsets (twelve out of eighteen) in both epithelial and stromal tissue areas. The strongest associations were for CD3
CD8
T cells in epithelial areas [OR (95% CI) for naive, memory, and regulatory subsets = 3.49 (2.57, 4.75); 2.82 (2.10, 3.78); 3.04 (2.24, 4.13), respectively]. Conversely, stromal area CD3
CD4
memory T cells were inversely associated [OR (95% CI) = 0.68 (0.51, 0.91)].
MSI-high status was strongly associated with higher densities of most T cell subsets in both epithelial and stromal tissue areas. Our investigation supports efforts to identify patients who may be more likely to respond to current immunotherapy treatments.
This study helps us better understand how a clinically relevant tumor phenotype, microsatellite instability status, is related to different functioning T cell densities in colorectal tumors, which may impact future immunotherapy strategies.
Journal Article
Neutrophil‐lymphocyte ratio in relation to risk of hepatocellular carcinoma in patients with non‐alcoholic fatty liver disease
2023
Background Blood neutrophil to lymphocyte ratio (NLR) or lymphocyte count may be important markers for immune function. Previous work has shown higher NLR was associated with higher risk of hepatitis B‐related hepatocellular carcinoma (HCC). However, studies in non‐alcoholic fatty liver disease (NAFLD) patients are lacking. Methods Utilizing the University of Pittsburgh Medical Center (UPMC) electronic health records, we created a retrospective cohort of 27,834 patients diagnosed with NAFLD from 2004 to 2018 with complete NLR data. After an average 5.5 years of follow‐up, 203 patients developed HCC. Cox proportional hazard regression was used to calculate hazard ratios (HRs) and 95% confidence intervals (CIs) of HCC incidence associated with different levels of NLR and lymphocyte count. Results Compared with the lowest tertile of NLR (<1.97), the highest tertile of NLR (≥3.09) was statistically significantly associated with a 43% higher risk of HCC incidence (HR = 1.43, 95% CI: 1.01–2.03, ptrend = 0.031) after adjustment for age, sex, race, body mass index, smoking status, history of type 2 diabetes, hyperlipidemia, hypertension, and fibrosis‐4 score category. Conversely the highest tertile of lymphocyte count (≥2.15 K/ul) was significantly associated with a 36% lower risk of HCC (HR = 0.64, 95% CI: 0.43–0.94, ptrend = 0.028) compared to the lowest tertile (<1.55 K/ul). There was no association between neutrophil count and HCC risk. Conclusions Higher NLR and lower lymphocyte count are associated with significantly higher risk of HCC among NAFLD patients. These findings warrant further investigation of immune response and surveillance in association with HCC development in NAFLD patients. Utilizing the University of Pittsburgh Medical Center (UPMC) electronic health records, we found that higher neutrophil‐to‐lymphocyte ratio and lower absolute lymphocyte count were associated with higher risk of hepatocellular carcinoma in a cohort of non‐alcoholic fatty liver disease patients. Future studies of the impact of immune response and surveillance through neutrophil‐lymphocyte ratio or lymphocyte count on hepatocellular carcinoma incidence are warranted.
Journal Article
NAFLD polygenic risk score and risk of hepatocellular carcinoma in an East Asian population
by
Kuipers, Allison L.
,
Chang, Xuling
,
Yuan, Jian‐Min
in
Asian people
,
Carcinoma, Hepatocellular - epidemiology
,
Cardiovascular disease
2022
It is difficult to identify people with nonalcoholic fatty liver disease (NAFLD) who are at high risk for developing hepatocellular carcinoma (HCC). A polygenic risk score (PRS) for hepatic fat (HFC‐PRS) derived from non‐Asians has been reported to be associated with HCC risk in European populations. However, population‐level data of this risk in Asian populations are lacking. Utilizing resources from 24,333 participants of the Singapore Chinese Health Study (SCHS), we examined the relationship between the HFC‐PRS and HCC risk. In addition, we constructed and evaluated a NAFLD‐related PRS (NAFLD‐PRS) with HCC risk in the SCHS. Cox proportional hazards models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) of HCC incidence with both HFC‐PRS and NAFLD‐PRS. The HFC‐PRS and NAFLD‐PRS were highly correlated (Spearman r = 0.79, p < 0.001). The highest quartiles of both the HFC‐PRS and the NAFLD‐PRS were associated with significantly increased risk of HCC with HR of 2.39 (95% CI 1.51, 3.78) and 1.77 (95% CI 1.15, 2.73), respectively, compared with their respective lowest quartile. Conclusion: The PRS for hepatic fat content or NAFLD may be useful for assessing HCC risk in both Asian and European populations. The findings of this and prior studies support a potential causal role of genetically determined NAFLD in HCC development. It is difficult to identify people with non‐alcoholic fatty liver disease (NAFLD) who are at high risk for developing hepatocellular carcinoma (HCC). We examined if two polygenic risk scores: HFC‐PRS (hepatic fat), derived in a mixed ancestry American population and previously validated in Europeans; and NAFLD‐PRS, which we calculated utilizing East Asian populations, were associated with HCC risk in our East Asian population in the Singapore Chinese Health Study. Higher levels of both HFC‐PRS and NAFLD‐PRS were associated with higher risk of HCC, and both may be useful assessing HCC risk in Asian and European populations.
Journal Article
Circulating IL-10 is associated with reduced risk of prostate cancer in a prospective cohort of elderly men: the MrOS Study
by
Thomas, Claire E
,
Yuan, Jian-Min
,
Bauer, Douglas C
in
Biomarkers
,
C-reactive protein
,
Carcinogenesis
2023
PurposeProstate cancer (PCa) is the most commonly diagnosed cancer in men, resulting in a large cancer burden given a relatively higher 5-year survival rate of patients after cancer diagnosis. The underlying etiology of prostate cancer is not well understood. Chronic inflammation plays a significant role in carcinogenesis overall and may be involved in the development of PCa, but immune-related biomarker studies in prostate cancer are limited.MethodsThe associations of serum concentrations of cytokines, systemic immune biomarkers, with risk of PCa were assessed in a randomly selected sub-cohort (n = 798, mean age = 73 years) of the Osteoporotic Fractures in Men (MrOS) study, a prospective cohort of older men. At baseline, we measured serum interleukin (IL)-6, C-reactive protein (CRP), tumor necrosis factor alpha (TNFα), soluble receptors (SR) of IL-6 (IL-6SR) and TNF (TNFαSR1 and TNFαSR2), and IL-10. The risk of PCa was calculated for higher tertile levels of measured individual cytokines relative to the lowest tertile using Cox proportional hazards regression models.ResultsAfter an average 6 years of follow-up, 59 men developed incident PCa. Men in the middle or highest tertile of IL-10 had a statistically significant 50% lower risk of PCa compared to the lowest tertile (hazard ratio = 0.50, 95% confidence interval = 0.30–0.84). There was no significant association between any of the other cytokines measured and PCa risk.ConclusionIL-10, an anti-inflammatory cytokine, was associated with lower risk of PCa. Further research of IL-10 and inflammation in relation to PCa development is warranted.
Journal Article
Genomic characterization of colorectal tumors: insights into significantly mutated genes, pathways, and survival outcomes
2025
Background
Identifying significantly mutated genes in tumors aids in understanding disease etiology and survival and may aid in the discovery of new drug targets. We aimed to detect and characterize mutated genes from a large, well-characterized group of colorectal cancers.
Methods
In tumor and paired normal samples from 6,111 colorectal patients, we sequenced 199 genes identified from whole exome sequencing of over 1,100 tumors. Analyses focused on non-silent mutations. We classified significantly mutated genes after stratification by hypermutation status, and estimated associations of mutated genes/pathways with disease-specific (DS)-survival using Cox regression, adjusting for age, sex, mutation burden, hypermutation status, and study while accounting for multiple comparisons (
n
= 4,874).
Results
We identified 57 genes that were significantly mutated in colorectal cancer, including 9 that were not previously reported. Among individual genes, only
BRAF
p.V600E mutations were significantly associated with poorer survival after correction for multiple testing (HR 1.96,
P
= 2.07 × 10
− 10
), with a more pronounced association among those with non-hypermutated tumors (HR 2.24,
P
= 1.79 × 10
− 12
). We also observed statistically significant associations with survival for four mutated pathways: TP53/ATM (HR 1.24,
P
= 7.96 × 10
− 4
), RTK/RAS (HR 1.33,
P
= 3.81 × 10
− 6
), TGF-beta (HR 1.25,
P
= 1.85 × 10
− 3
), and WNT (HR 0.81,
P
= 2.52 × 10
− 03
).
Conclusions
We identified 9 significantly mutated genes, some of which are known drug targets. Among individual genes, only the
BRAF
p.V600E mutation was significantly associated with DS-survival, suggesting a limited survival impact from mutations driving colorectal cancer development.
Journal Article
Genetic risk factors modulate the association between physical activity and colorectal cancer
by
Wu, Anna H.
,
Platz, Elizabeth A.
,
Harlid, Sophia
in
Aged
,
Biomedicine
,
Bone morphogenetic proteins
2026
Background
Physical activity is an established protective factor for colorectal cancer (CRC), but it is unclear if genetic variants modify this effect. To investigate this possibility, we conducted a genome-wide gene–physical activity interaction analysis.
Methods
Using logistic regression (1-d.f), two-step screening and testing method (EDGE), and joint tests (3-d.f), we analyzed interactions between common genetic variants across the genome and physical activity in relation to CRC risk. Self-reported physical activity levels were categorized as active (≥ 8.75 MET-h/wk) vs. inactive (< 8.75 MET-h/wk; 39,992 participants) and as study- and sex-specific quartiles of activity (42,602 participants).
Results
Physical activity was inversely associated with CRC risk overall (OR [active vs. inactive] = 0.85; 95% CI = 0.81–0.90). The two-step EDGE method identified an interaction between rs4779584, an intergenic variant near the
GREM1
and
SCG5
genes, and physical activity for CRC risk (
p
-interaction = 2.6 × 10
−8
). Stratification by genotype at this locus showed a significant reduction in CRC risk by 20% in active vs. inactive participants with the CC genotype (OR = 0.80; 95% CI = 0.75–0.85), but no significant physical activity–CRC associations among CT or TT carriers. When physical activity was modeled as quartiles, the 1-d.f. test identified that rs56906466, an intergenic variant near the
KCNG1
gene, modified the association between physical activity and CRC (
p
-interaction = 3.5 × 10
−8
). Stratification at this locus showed that an increase in physical activity (highest vs. lowest quartile) was associated with a lower CRC risk solely among TT carriers (OR = 0.77; 95% CI = 0.72–0.82).
Conclusions
In summary, we identified two genetic variants that modified the association between physical activity and CRC risk. One of them, related to
GREM1
and
SCG5
, suggests that the bone morphogenetic protein (BMP)-related, inflammatory, and/or insulin signaling pathways may be involved in the protective association between physical activity and colorectal carcinogenesis.
Journal Article
Associations between Ileal Juice Bile Acids and Colorectal Advanced Adenoma
Background: There is an urgent need to identify biomarkers for advanced adenoma, an important precursor of colorectal cancer (CRC). We aimed to determine alterations in ileal juice bile acids associated with colorectal advanced adenoma. Methods: We quantified a comprehensive panel of primary and secondary bile acids and their conjugates using an ultraperformance liquid chromatography triple-quadrupole mass spectrometric assay in ileal juice collected at colonoscopy from 46 study subjects (i.e., 14 biopsy-confirmed advanced adenomas and 32 controls free of adenoma or cancer). Using analysis of covariance (ANCOVA), we examined the differences in bile acid concentrations by disease status, adjusting for age, sex, body mass index, smoking status and type 2 diabetes. Results: The concentrations of hyodeoxycholic acid (HCA) species in ileal juice of the advanced adenoma patients (geometric mean = 4501.9 nM) were significantly higher than those of controls (geometric mean = 1292.3 nM, p = 0.001). The relative abundance of ursodeoxycholic acid (UDCA) in total bile acids was significantly reduced in cases than controls (0.73% in cases vs. 1.33% in controls; p = 0.046). No significant difference between cases and controls was observed for concentrations of total or specific primary bile acids (i.e., cholic acid (CA), chenodeoxycholic acid (CDCA) and their glycine- and taurine-conjugates) and total and specific major secondary bile acids (i.e., deoxycholic acid and lithocholic acid). Conclusions: Colorectal advanced adenoma was associated with altered bile acids in ileal juice. The HCA species may promote the development of colorectal advanced adenoma, whereas gut microbiota responsible for the conversion of CDCA to UDCA may protect against it. Our findings have important implications for the use of bile acids as biomarkers in early detection of colorectal cancer.
Journal Article