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Yang, Hushan

https://orcid.org/0000-0001-9920-1731

Mayo Clinic

Thomas Jefferson University

Citations 4

Circulating cell‐free DNA methylation biomarkers for hepatocellular carcinoma risk prediction in HIV ‐positive Nigerian population
Zheng, Yinan , Han, Jingzhe , Qu, Yishu , Wang, Jun , Okeke, Edith, Davwar, Pantong , Duguru, Mary, Nyam, David, Oyeleke, Ganiyat K. , Sulaimon, Akanmu A., Hawkins, Claudia , Badmos, Kabir, Gursel, Demirkan, Silas, Olugbenga A. , Kocherginsky, Masha , Sun, Zequn , Achenbach, Chad J. , Yang, Hushan , Sagay, Atiene S. , Roberts, Lewis R., Hou, Lifang , Roberts, Lewis R. , Yang, Hushan , Roberts, Lewis R , Zheng, Yinan , Hou, Lifang , Wang, Jun , Joyce, Brian , Odeghe, Emuobor , Lesi, Olufunmilayo , Imade, Godwin , Abdulkareem, Fatimah Biade , Wei, Jian‐Jun , Kim, Kwang‐Youn A. , Zhang, Xuehong , Ogunsola, Folasade Tolulope , Murphy, Robert L. , Roberts, Lewis R.

International Journal of Cancer | October 23, 2025 | Volume: 158 | Issue: 5 | Pages: 1281-1291

10.1002/ijc.70204 Get It

Abstract Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality globally, with particularly high burdens among people living with HIV (PLWH) in low‐resource settings like Nigeria. Effective early detection remains a major challenge due to limited access to imaging‐based surveillance and the low sensitivity of current biomarkers such as alpha‐fetoprotein (AFP). We conducted an epigenome‐wide association study (EWAS) of circulating cell‐free DNA (ccfDNA) methylation in a Nigerian cohort of HIV‐positive individuals ( n = 245), spanning HCC, cirrhosis (FibroScan ≥12.3 kPa), fibrosis (FibroScan ≥7.6 and <12.3 kPa), and HCC‐free without fibrosis (FibroScan <7.6 kPa) groups. Using random forest modeling, we developed and evaluated a ccfDNA methylation classifier (ccfDNAmRF) for HCC risk prediction. We identified 73 CpG sites significantly associated with HCC (false discovery rate <0.01). The ccfDNAmRF model demonstrated strong discriminatory power, achieving 100% sensitivity and 80%–91% specificity for distinguishing HCC from cirrhosis, fibrosis, and HCC‐free groups (area under the curve [AUC]: 92%–97%). Combining ccfDNA methylation risk scores with AFP further improved classification accuracy (AUC up to 98.5%). Notably, ccfDNA methylation patterns displayed clear dose–response relationships across the disease spectrum, supporting their utility for early‐stage detection and risk stratification. Our findings highlight the promise of ccfDNA methylation biomarkers as a non‐invasive, blood‐based screening tool for improving early identification of HCC cases among PLWH.
DNA Methylation of Telomere-Related Genes and Cancer Risk
Joyce, Brian , Zheng, Yinan , Nannini, Drew R. , Zhang, Zhou , Gao, Tao , Kocherginsky, Masha , Murphy, Robert L. , Yang, Hushan , Achenbach, Chad J. , Roberts, Lewis R. , Hoxha, Mirjam , Shen, Jincheng , Vokonas, Pantel , Schwartz, Joel , Hou, Lifang , Murphy, Robert , Roberts, Lewis R , Liu, Lei , Baccarelli, Andrea , Zheng, Yinan , Hou, Lifang

Cancer Prevention Research | June 12, 2018 | Volume: 11 | Issue: 8 | Pages: 511-522

10.1158/1940-6207.capr-17-0413 Get It

Abstract Researchers hypothesized that telomere shortening facilitates carcinogenesis. Previous studies found inconsistent associations between blood leukocyte telomere length (LTL) and cancer. Epigenetic reprogramming of telomere maintenance mechanisms may help explain this inconsistency. We examined associations between DNA methylation in telomere-related genes (TRG) and cancer. We analyzed 475 participants providing 889 samples 1 to 3 times (median follow-up, 10.1 years) from 1999 to 2013 in the Normative Aging Study. All participants were cancer-free at each visit and blood leukocytes profiled using the Illumina 450K array. Of 121 participants who developed cancer, 34 had prostate cancer, 10 melanoma, 34 unknown skin malignancies, and 43 another cancer. We examined 2,651 CpGs from 80 TRGs and applied a combination of Cox and mixed models to identify CpGs prospectively associated with cancer (at FDR &lt; 0.05). We also explored trajectories of DNA methylation, logistic regression stratified by time to diagnosis/censoring, and cross-sectional models of LTL at first blood draw. We identified 30 CpGs on 23 TRGs whose methylation was positively associated with cancer incidence (β = 1.0–6.93) and one protective CpG in MAD1L1 (β = −0.65), of which 87% were located in TRG promoters. Methylation trajectories of 21 CpGs increased in cancer cases relative to controls; at 4 to 8 years prediagnosis/censoring, 17 CpGs were positively associated with cancer. Three CpGs were cross-sectionally associated with LTL. TRG methylation may be a mechanism through which LTL dynamics reflect cancer risk. Future research should confirm these findings and explore potential mechanisms underlying these findings, including telomere maintenance and DNA repair dysfunction. Cancer Prev Res; 11(8); 511–22. ©2018 AACR.
MicroRNA Expression Signatures in Barrett's Esophagus and Esophageal Adenocarcinoma
Yang, Hushan , Gu, Jian , Wang, Kenneth K. , Zhang, Wei , Xing, Jinliang , Wu, Xifeng , Chen, Zhi‐Nan , Ajani, Jaffer A. , Gu, Jian

Clinical Cancer Research | September 8, 2009 | Volume: 15 | Issue: 18 | Pages: 5744-5752

10.1158/1078-0432.ccr-09-0385 Get It

Abstract Purpose: Esophageal adenocarcinoma is a highly aggressive malignancy that frequently develops from Barrett's esophagus, a premalignant pathologic change occurring in the lower end of the esophagus. Identifying Barrett's esophagus patients at high risk of malignant transformation is essential to the prevention of esophageal adenocarcinoma. Although microRNA (miRNA) expression signatures have been associated with the etiology and prognosis of several types of cancers, their roles in the development of esophageal adenocarcinoma have not been extensively evaluated. Experimental Design: In this study, we analyzed the expression patterns of 470 human miRNAs using Agilent miRNA microarray in 32 disease/normal-paired tissues from 16 patients diagnosed with Barrett's esophagus of either low- or high-grade dysplasia, or esophageal adenocarcinoma. Results: Using unsupervised hierarchical clustering and class comparison analyses, we found that miRNA expression profiles in tissues of Barrett's esophagus with high-grade dysplasia were significantly different from their corresponding normal tissues. Similar findings were observed for esophageal adenocarcinoma, but not for Barrett's esophagus with low-grade dysplasia. The expression patterns of selected miRNAs were further validated using quantitative reverse transcription real-time PCR in an independent set of 75 pairs of disease/normal tissues. Finally, we identified several miRNAs that were involved in the progressions from low grade-dysplasia Barrett's esophagus to esophageal adenocarcinoma. Conclusions: We showed that miRNAs were involved in the development and progression of esophageal adenocarcinoma. The identified significant miRNAs that may become potential targets for early detection, chemoprevention, and treatment of esophageal cancer. (Clin Cancer Res 2009;15(18):5744–52)
Genetic Variations in MicroRNA-Related Genes Are Novel Susceptibility Loci for Esophageal Cancer Risk
Ye, Yuanqing , Wang, Kenneth K. , Gu, Jian , Yang, Hushan , Lin, Jie , Wu, Xifeng , Ajani, Jaffer A. , Gu, Jian

Cancer Prevention Research | November 5, 2008 | Volume: 1 | Issue: 6 | Pages: 460-469

10.1158/1940-6207.capr-08-0135 Get It

AbstractMicroRNAs (miRNA) can act as oncogenes or tumor suppressors and modulate the expression of approximately one third of all human genes. To test the hypothesis that adverse alleles in miRNA-related genes may increase the risk for esophageal cancer, we assessed the associations between esophageal cancer risk and 41 potentially functional single nucleotide polymorphisms (SNP) in 26 miRNA-related genes in a case-control study of 346 Caucasian esophageal cancer patients (85.5% with esophageal adenocarcinoma) and 346 frequency-matched (age, gender, and ethnicity) controls. Seven SNPs were significantly associated with esophageal cancer risk. The most notable finding was that the SNP rs6505162, which is located in the pre-mir423 region, was associated with a per-allele odds ratio of 0.64 [95% confidence interval (95% CI), 0.51-0.80; P for trend &lt; 0.0001]. This association remained significant after we corrected for multiple comparisons. A common haplotype of the GEMIN4 gene was associated with a significantly reduced risk of esophageal cancer (odds ratio, 0.65; 95% CI, 0.42-0.99). We did a combined unfavorable genotype analysis to further evaluate the cumulative effects of the promising (risk associated) SNPs. In comparison with the low-risk group (fewer than three unfavorable genotypes), the medium-risk group (three unfavorable genotypes) had a 2.00-fold (95% CI, 1.31-3.08) increased risk and the high-risk group (more than three unfavorable genotypes) had a 3.14-fold (95% CI, 2.03-4.85) increased risk (P for trend &lt; 0.0001). Results for the risk of esophageal adenocarcinoma were similar to the overall risk results. The present study provides the first evidence that miRNAs may affect esophageal cancer risk in general and that specific genetic variants in miRNA-related genes may affect esophageal cancer risk individually and jointly.