Literature DB >> 31570490

Prognostic implications of 5-hydroxymethylcytosines from circulating cell-free DNA in diffuse large B-cell lymphoma.

Brian C-H Chiu1, Zhou Zhang2, Qiancheng You3, Chang Zeng2, Elizabeth Stepniak4, Paige M Bracci5, Kangkang Yu3, Girish Venkataraman6, Sonali M Smith7, Chuan He3,8, Wei Zhang2,9.   

Abstract

An elevated level of circulating cell-free DNA (cfDNA) has been associated with tumor bulk and poor prognosis in diffuse large B-cell lymphoma (DLBCL), but the tumor-specific molecular alterations in cfDNA with prognostic significance remain unclear. We investigated the association between 5-hydroxymethylcytosines (5hmC), a mark of active demethylation and gene activation, in cfDNA from blood plasma and prognosis in newly diagnosed DLBCL patients. We used 5hmC-Seal, a highly sensitive chemical labeling technique, to profile genome-wide 5hmC in plasma cfDNA from 48 DLBCL patients at the University of Chicago Medical Center between 2010 and 2013. Patients were followed through 31 December 2017. We found a distinct genomic distribution of 5hmC in cfDNA marking tissue-specific enhancers, consistent with their putative roles in gene regulation. The 5hmC profiles in cfDNA differed by cell of origin and were associated with clinical prognostic factors, including stage and the International Prognostic Index. We developed a 29 gene-based weighted prognostic score (wp-score) for predicting event-free survival (EFS) and overall survival (OS) by applying the elastic net regularization on the Cox proportional-hazards model. The wp-scores outperformed (eg, prognostic accuracy, sensitivity, specificity) established prognostic factors in predicting EFS and OS. In multivariate Cox models, patients with high wp-scores had worse EFS (hazard ratio, 9.17; 95% confidence interval, 2.01-41.89; P = .004) compared with those in the low-risk group. Our findings suggest that the 5hmC signatures in cfDNA at the time of diagnosis are associated with clinical outcomes and may provide a novel minimally invasive prognostic approach for DLBCL.
© 2019 by The American Society of Hematology.

Entities:  

Year:  2019        PMID: 31570490      PMCID: PMC6784517          DOI: 10.1182/bloodadvances.2019000175

Source DB:  PubMed          Journal:  Blood Adv        ISSN: 2473-9529


  56 in total

1.  Variability in DNA methylation defines novel epigenetic subgroups of DLBCL associated with different clinical outcomes.

Authors:  Nyasha Chambwe; Matthias Kormaksson; Huimin Geng; Subhajyoti De; Franziska Michor; Nathalie A Johnson; Ryan D Morin; David W Scott; Lucy A Godley; Randy D Gascoyne; Ari Melnick; Fabien Campagne; Rita Shaknovich
Journal:  Blood       Date:  2014-01-02       Impact factor: 22.113

2.  featureCounts: an efficient general purpose program for assigning sequence reads to genomic features.

Authors:  Yang Liao; Gordon K Smyth; Wei Shi
Journal:  Bioinformatics       Date:  2013-11-13       Impact factor: 6.937

3.  Towards the better diagnosis of lymphoma.

Authors:  Liam Drew
Journal:  Nature       Date:  2018-11       Impact factor: 49.962

Review 4.  Diffuse large B-cell lymphoma-treatment approaches in the molecular era.

Authors:  Mark Roschewski; Louis M Staudt; Wyndham H Wilson
Journal:  Nat Rev Clin Oncol       Date:  2013-11-12       Impact factor: 66.675

Review 5.  The histological and biological spectrum of diffuse large B-cell lymphoma in the World Health Organization classification.

Authors:  Madhu P Menon; Stefania Pittaluga; Elaine S Jaffe
Journal:  Cancer J       Date:  2012 Sep-Oct       Impact factor: 3.360

6.  The use of molecular profiling to predict survival after chemotherapy for diffuse large-B-cell lymphoma.

Authors:  Andreas Rosenwald; George Wright; Wing C Chan; Joseph M Connors; Elias Campo; Richard I Fisher; Randy D Gascoyne; H Konrad Muller-Hermelink; Erlend B Smeland; Jena M Giltnane; Elaine M Hurt; Hong Zhao; Lauren Averett; Liming Yang; Wyndham H Wilson; Elaine S Jaffe; Richard Simon; Richard D Klausner; John Powell; Patricia L Duffey; Dan L Longo; Timothy C Greiner; Dennis D Weisenburger; Warren G Sanger; Bhavana J Dave; James C Lynch; Julie Vose; James O Armitage; Emilio Montserrat; Armando López-Guillermo; Thomas M Grogan; Thomas P Miller; Michel LeBlanc; German Ott; Stein Kvaloy; Jan Delabie; Harald Holte; Peter Krajci; Trond Stokke; Louis M Staudt
Journal:  N Engl J Med       Date:  2002-06-20       Impact factor: 91.245

Review 7.  Uncovering the role of 5-hydroxymethylcytosine in the epigenome.

Authors:  Miguel R Branco; Gabriella Ficz; Wolf Reik
Journal:  Nat Rev Genet       Date:  2011-11-15       Impact factor: 53.242

8.  Alterations of 5-hydroxymethylcytosine in human cancers.

Authors:  Christopher J Mariani; Jozef Madzo; Erika L Moen; Ali Yesilkanal; Lucy A Godley
Journal:  Cancers (Basel)       Date:  2013-06-25       Impact factor: 6.639

9.  5-Hydroxymethylcytosine signatures in circulating cell-free DNA as diagnostic biomarkers for human cancers.

Authors:  Wenshuai Li; Xu Zhang; Xingyu Lu; Lei You; Yanqun Song; Zhongguang Luo; Jun Zhang; Ji Nie; Wanwei Zheng; Diannan Xu; Yaping Wang; Yuanqiang Dong; Shulin Yu; Jun Hong; Jianping Shi; Hankun Hao; Fen Luo; Luchun Hua; Peng Wang; Xiaoping Qian; Fang Yuan; Lianhuan Wei; Ming Cui; Taiping Zhang; Quan Liao; Menghua Dai; Ziwen Liu; Ge Chen; Katherine Meckel; Sarbani Adhikari; Guifang Jia; Marc B Bissonnette; Xinxiang Zhang; Yupei Zhao; Wei Zhang; Chuan He; Jie Liu
Journal:  Cell Res       Date:  2017-09-19       Impact factor: 25.617

10.  Aberration in DNA methylation in B-cell lymphomas has a complex origin and increases with disease severity.

Authors:  Subhajyoti De; Rita Shaknovich; Markus Riester; Olivier Elemento; Huimin Geng; Matthias Kormaksson; Yanwen Jiang; Bruce Woolcock; Nathalie Johnson; Jose M Polo; Leandro Cerchietti; Randy D Gascoyne; Ari Melnick; Franziska Michor
Journal:  PLoS Genet       Date:  2013-01-10       Impact factor: 5.917

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  16 in total

1.  5-Hydroxymethylcytosine Profiles in Circulating Cell-Free DNA Associate with Disease Burden in Children with Neuroblastoma.

Authors:  Mark A Applebaum; Erin K Barr; Jason Karpus; Diana C West-Szymanski; Meritxell Oliva; Elizabeth A Sokol; Sheng Zhang; Zhou Zhang; Wei Zhang; Alexandre Chlenski; Helen R Salwen; Emma Wilkinson; Marija Dobratic; Robert L Grossman; Lucy A Godley; Barbara E Stranger; Chuan He; Susan L Cohn
Journal:  Clin Cancer Res       Date:  2019-12-18       Impact factor: 12.531

2.  Considerations before the application of 5-hydroxymethylation levels of long non-coding RNAs for non-invasive cancer diagnosis.

Authors:  Zhou Zhang; Chang Zeng; Wei Zhang
Journal:  Extracell Vesicles Circ Nucl Acids       Date:  2022-01-21

3.  Loss of 5-hydroxymethylcytosine expression is near-universal in B-cell lymphomas with variable mutations in epigenetic regulators.

Authors:  Kevin S Tanager; Jovian Yu; Brian C-H Chiu; Timothy C Carll; Alexandra H Tatarian; Peter Riedell; Sonali Smith; Justin Kline; Girish Venkataraman
Journal:  Haematologica       Date:  2022-04-01       Impact factor: 9.941

4.  The Cell Type-Specific 5hmC Landscape and Dynamics of Healthy Human Hematopoiesis and TET2-Mutant Preleukemia.

Authors:  Yusuke Nakauchi; Armon Azizi; Daniel Thomas; M Ryan Corces; Andreas Reinisch; Rajiv Sharma; David Cruz Hernandez; Thomas Köhnke; Daiki Karigane; Amy Fan; Daniel Martinez-Krams; Melissa Stafford; Satinder Kaur; Ritika Dutta; Paul Phan; Asiri Ediriwickrema; Erin McCarthy; Yuhong Ning; Tierney Phillips; Christopher K Ellison; Gulfem D Guler; Anna Bergamaschi; Chin-Jen Ku; Samuel Levy; Ravindra Majeti
Journal:  Blood Cancer Discov       Date:  2022-07-06

5.  Pathway importance by graph convolutional network and Shapley additive explanations in gene expression phenotype of diffuse large B-cell lymphoma.

Authors:  Jin Hayakawa; Tomohisa Seki; Yoshimasa Kawazoe; Kazuhiko Ohe
Journal:  PLoS One       Date:  2022-06-24       Impact factor: 3.752

6.  Genome-wide Analysis Reflects Novel 5-Hydroxymethylcytosines Implicated in Diabetic Nephropathy and the Biomarker Potential.

Authors:  Ying Yang; Chang Zeng; Kun Yang; Shaohua Xu; Zhou Zhang; Qinyun Cai; Chuan He; Wei Zhang; Song-Mei Liu
Journal:  Extracell Vesicles Circ Nucl Acids       Date:  2022-03-24

Review 7.  Prognostic value of circulating tumor DNA in lymphoma: a meta-analysis.

Authors:  Laiyu Yao; Hong Xu; Jinshan Wo; Meiqing Zhao; Zhihe Liu; Tieying Dong; Shuxin Xiao
Journal:  Clin Exp Med       Date:  2021-05-15       Impact factor: 3.984

Review 8.  Prognostic molecular biomarkers in diffuse large B-cell lymphoma in the rituximab era and their therapeutic implications.

Authors:  Sotirios G Papageorgiou; Thomas P Thomopoulos; Ioannis Katagas; Anthi Bouchla; Vassiliki Pappa
Journal:  Ther Adv Hematol       Date:  2021-05-24

9.  5-Hydroxymethylcytosine profiles of cfDNA are highly predictive of R-CHOP treatment response in diffuse large B cell lymphoma patients.

Authors:  Hang-Yu Chen; Wei-Long Zhang; Lei Zhang; Ping Yang; Fang Li; Ze-Ruo Yang; Jing Wang; Meng Pang; Yun Hong; Changjian Yan; Wei Li; Jia Liu; Nuo Xu; Long Chen; Xiu-Bing Xiao; Yan Qin; Xiao-Hui He; Hui Liu; Hai-Chuan Zhu; Chuan He; Jian Lin; Hong-Mei Jing
Journal:  Clin Epigenetics       Date:  2021-02-11       Impact factor: 6.551

10.  Liquid biopsy by combining 5-hydroxymethylcytosine signatures of plasma cell-free DNA and protein biomarkers for diagnosis and prognosis of hepatocellular carcinoma.

Authors:  Z Cai; J Zhang; Y He; L Xia; X Dong; G Chen; Y Zhou; X Hu; S Zhong; Y Wang; H Chen; D Xie; X Liu; J Liu
Journal:  ESMO Open       Date:  2021-01-25
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