Liyang Liu
University of Toronto
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Publication
Featured researches published by Liyang Liu.
International Journal of Cancer | 2011
Liyang Liu; Ken Kron; Vaijayanti Pethe; Nino Demetrashvili; Michael Nesbitt; John Trachtenberg; Hilmi Ozcelik; Neil Fleshner; Laurent Briollais; Theodorus H. van der Kwast; Bharati Bapat
Aberrant promoter methylation is known to silence tumor‐suppressor genes in prostate cancer (PCa). We correlated quantitative promoter methylation levels of APC, TGFβ2 and RASSF1A in 219 radical prostatectomies diagnosed between 1998 and 2001 with clinicopathological follow‐up data available including Gleason Pattern (GP), Gleason Score (GS) and pathological stage and explored their potential in predicting biochemical recurrence using univariate and multivariate analyses. We observed that the average methylation levels of APC increased significantly from GS ≤ 6 to GS7, and pT2 to pT3a, and that of TGFβ2 increased from GS ≤ 6 to GS7, but not for RASSF1A. PCa samples were also stratified into high methylation (HM) and low methylation (LM) groups based on the PMR scores of all cases analyzed for each marker. The HM frequency of APC was greater in pT3a than pT2, and in GS ≥ 8 than GS ≤ 6. The HM frequency also increased significantly from GP3 to GP4 for APC, TGFβ2 and RASSF1A. APC methylation level was a significant predictor of biochemical recurrence in univariate analysis (p‐value = 0.028). Finally, we combined methylation data of these three genes with the previously reported novel methylation biomarker HOXD3. Quantitative methylation assessment of a multiplex panel of markers, consisting of APC, HOXD3 and TGFβ2, outperforms any single marker for the prediction of biochemical recurrence (p‐value = 0.017). Our study demonstrated that quantitative increase in promoter methylation levels of APC, HOXD3 and TGFβ2 are associated with PCa progression.
Laboratory Investigation | 2010
Ken Kron; Liyang Liu; Vaijayanti Pethe; Nino Demetrashvili; Michael Nesbitt; John Trachtenberg; Hilmi Ozcelik; Neil E Fleshner; Laurent Briollais; Theodorus van der Kwast; Bharati Bapat
DNA methylation in gene promoters causes gene silencing and is a common event in cancer development and progression. The ability of aberrant methylation events to serve as diagnostic and prognostic markers is being appreciated for many cancers, including prostate cancer. Using quantitative MethyLight technology, we evaluated the relationship between HOXD3 methylation and clinicopathological parameters including biochemical recurrence, pathological stage, Gleason score (GS), and Gleason pattern in a series of 232 radical prostatectomies performed between 1998 and 2001. HOXD3 methylation was significantly greater in GS 7 cancers vs GS≤6 cancers (P-value <0.001) as well as pT3/pT4 vs pT2 cancers (P-value <0.001). The proportion of cases with high methylation in GS 7 vs ≤GS 6 and pT3/pT4 vs pT2 were also significantly different (P-values=0.002 and 0.005, respectively). There were also significant increases in methylation from Gleason pattern 2–3 and from pattern 3 to 4/5 (paired t-test P-values=0.01 and <0.001, respectively), whereas methylation from lymph node metastases was decreased when compared with matched tumor tissue (P-value=0.029). HOXD3 methylation was associated with biochemical recurrence in univariate analysis (P-value=0.043) and showed evidence for interaction with pathological stage as a predictor variable in Cox regression analysis (P-value=0.028). The results indicate that HOXD3 methylation distinguishes low-grade prostate cancers from intermediate and high-grade ones and may also have prognostic value when considered together with pathological stage.
Clinical Cancer Research | 2012
Ken Kron; Liyang Liu; Dominique Trudel; Vaijayanti Pethe; John Trachtenberg; Neil Fleshner; Bharati Bapat; Theodorus van der Kwast
Purpose: Fusion of the TMPRSS2 gene with the ERG oncogene and aberrant DNA methylation patterns are commonly found in prostate cancer. The aim of this study was to analyze the relationship between ERG expression, DNA methylation of three biomarkers, and clinicopathologic features of prostate cancer. Experimental Design: Immunohistochemistry for ERG protein was conducted as a surrogate for TMPRSS2-ERG fusions. We analyzed methylation of CYP26A1, TBX15, and HOXD3 in 219 prostatectomy specimens by the quantitative MethyLight assay. DNA methylation was compared between ERG-positive and -negative cases and correlations of ERG and DNA methylation with clinicopathologic features were analyzed using χ2, Spearman correlation, logistic regression, and Cox regression. Results: ERG expression varied according to Gleason pattern (almost absent in pattern II, highest in pattern III, and lower in pattern IV/V) and showed a strong positive correlation with methylation levels of CYP26A1, TBX15, and HOXD3 (Spearman P < 0.005). TBX15 and HOXD3 methylation were significantly associated with pathologic stage, Gleason score, and Gleason pattern (P ≤ 0.015). In multivariate regression analysis, PSA, TBX15 high methylation, and HOXD3 high methylation were significantly associated with stage (P < 0.05), whereas ERG expression was negatively correlated with Gleason score (P = 0.003). In univariate time-to-recurrence analysis, a combination of HOXD3/TBX15 high methylation predicted recurrence in ERG-positive and -negative cases (P < 0.05). Conclusions: CYP26A1, TBX15, and HOXD3 are methylation markers of prostate cancer associated with ERG expression and clinicopathologic variables, suggesting that incorporation of these markers may be useful in a pre- and posttreatment clinical setting. Clin Cancer Res; 18(10); 2896–904. ©2012 AACR.
Modern Pathology | 2015
Bas W.G. van Rhijn; Mireia Musquera; Liyang Liu; André N. Vis; Tahlita C.M. Zuiverloon; Geert J.L.H. van Leenders; Wim J. Kirkels; Ellen C. Zwarthoff; E. Boevé; Adriaan C. Jöbsis; Bharati Bapat; Michael A.S. Jewett; Alexandre Zlotta; Theo H. van der Kwast
Currently, the use of two classification systems for bladder cancer grade is advocated in clinical guidelines because the WHO2004 classification has not been sufficiently validated with biological markers and follow-up. The slides of 325 primary non-muscle invasive bladder cancers from three hospitals were reviewed by one uro-pathologist in two separate sessions for the WHO1973 (G1, G2 and G3) and 2004 (papillary urothelial neoplasm of low malignant potential (LMP), low-grade (LG) and high-grade (HG)) classifications. FGFR3 status was examined with PCR-SNaPshot analysis. Expression of Ki-67, P53 and P27 was analyzed by immuno-histochemistry. Clinical recurrence and progression were determined. We performed validation and cross-validation of the two systems for grade with molecular markers and clinical outcome. Multivariable analyses were done to predict prognosis and pT1 bladder cancer. Grade review resulted in 88 G1, 149 G2 and 88 G3 lesions (WHO1973) and 79 LMP, 101 LG and 145 HG lesions (WHO2004). Molecular validation of both grading systems showed that FGFR3 mutations were associated with lower grades whereas altered expression (Ki-67, P53 and P27) was found in higher grades. Clinical validation showed that the two classification systems were both significant predictors for progression but not for recurrence. Cross-validation of both WHO systems showed a significant stepwise increase in biological (molecular markers) and clinical (progression) potential along the line: G1—LG—G2—HG—G3. The LMP and G1 categories had a similar clinical and molecular profile. On the basis of molecular biology and multivariable clinical data, our results support a four-tiered grading system using the 1973 and 2004 WHO classifications with one low-grade (LMP/LG/G1) category that includes LMP, two intermediate grade (LG/G2 and HG/G2) categories and one high-grade (HG/G3) category.
Clinical Cancer Research | 1997
L Gao; Liyang Liu; D. van Meyel; G Cairncross; Peter A. Forsyth; D Kimmel; R B Jenkins; N J Lassam; D Hogg
Virchows Archiv | 2014
Yann Neuzillet; Bas W. G. van Rhijn; Nadia L. Prigoda; Bharati Bapat; Liyang Liu; Peter J. Boström; Neil Fleshner; Brenda L. Gallie; Alexandre Zlotta; Michael A.S. Jewett; Theo H. van der Kwast
The Journal of Urology | 2015
Ekaterina Olkhov-Mitsel; Farshid Siadat; Dominique Trudel; Ken Kron; Liyang Liu; Neil Fleshner; Theodorus van der Kwast; Bharati Bapat
The Journal of Urology | 2010
Bas W.G. van Rhijn; Mireia Musquera; André N. Vis; Chris H. Bangma; Ellen C. Zwarthoff; Tahlita C.M. Zuiverloon; Liyang Liu; Bharati Bapat; Michael A.S. Jewett; Alexandre Zlotta; Theo H. van der Kwast
The Journal of Urology | 2010
Bas W.G. van Rhijn; Theo H. van der Kwast; Bharati Bapat; Peter J. Boström; Neil Fleshner; Madelon N.M. van der Aa; Liyang Liu; Chris H. Bangma; Michael A.S. Jewett; Ellen C. Zwarthoff; Alexandre Zlotta
The Journal of Urology | 2010
Bas W.G. van Rhijn; Bharati Bapat; Liyang Liu; Peter J. Boström; Neil Fleshner; Michael A.S. Jewett; Alexandre Zlotta; Theo H. van der Kwast