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== '''Computational Epigenomics and Transcriptomics Lab (PI: Wei Li)''' ==  
== '''Computational Cancer Epigenomics and Transcriptomics (PI: Wei Li)''' ==  


[http://www.bcm.edu/cancercenter/ Dan L. Duncan Cancer Center], [http://www.bcm.edu/mcb/index.html Department of Molecular and Cellular Biology], [http://www.bcm.edu/ Baylor College of Medicine]
[http://www.bcm.edu/cancercenter/ Dan L. Duncan Cancer Center], [http://www.bcm.edu/mcb/index.html Department of Molecular and Cellular Biology], [http://www.bcm.edu/ Baylor College of Medicine]
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==Recent News==
==Recent News==
. 12/2013: Kaifu's aging nucleosome paper accepted to ''' Genes & Development'''  
. 12/2014: We will receive a 3-year '''CPRIT R01''' grant to study 3`-UTR alterations in human cancers. Also Two Collaboration CPRIT grants will funded: Chromatin Regulation with Lee lab, aging with Tyler lab in MD Anderson


. 12/2013: We received a 5-year NIH/NHGRI '''R01''' grant to study DNA Methylation
. 12/2014: Zheng Xia awarded '''Keck fellowship''' in Computational Cancer Biology.


. 11/2013: Wei will serve on the Editorial Board of '''Molecular Endocrinology'''
. 11/2013: Zheng's DaPars 3'UTR Pan Cancer analysis paper is published in '''Nature Communications''';


. 09/2013Deqiang's DNA methylation Canyon paper accepted to '''Nature Genetics'''.
. 09/2014Liguo's ChIP-exo methodology paper (MACE) is accepted to '''Nucleic Acids Research'''.  MACE is recommended by Active Motif as the software solution for the company's new [https://www.activemotif.com/catalog/1050/chip-exo ChIP-exo kit and service].


. 09/2013:  Xueqiu's bisulfite sequencing quality control paper (BSeQC) accepted to '''Bioinformatics'''.
. 09/2013: Deqiang will start his tenure-track assistant professor position. Job well done.  


. 08/2013:  Yuanxin's transcription elongation paper in revision in '''Nature'''.
. 09/2013:  Zheng's prostate cancer RNA-seq paper with Dr. Balk at Harvard is accepted to '''Molecular Cancer Research '''.  


. 08/2013:  Kadir's p53 paper accepted to '''Nucleic Acids Research'''
. 09/2013:  Yuanxin's work on H3K79 Methylation with Dr. Shi is accepted to '''Cell'''.


. 07/2013:  Deqiang's aging epigenomics paper was under external review in '''Cell'''.
. 08/2013:  '''Three Collaboration CPRIT grants''' are funded: DNA methylation with Goodell lab, 3'UTR with Wagner lab and ZM11 with Shi lab.


. 06/2013Our own DNA methylation bioinformatics '''R01 was scored at 6 percentile''' in its first submission.  
. 08/2014Kaifu's "super promoter" paper is under review in '''Nature Genetics'''.  


. 06/2013Zheng's TCGA RNA-seq bioinformatics paper was under review in '''Nature Biotechnology'''.
. 06/2014Deqiang's Dnmt3a/3b double KO paper (w/ Goodell Lab) is accepted to '''Cell Stem Cell '''.  


. 03/2013Eric joined the lab for his PhD thesis study. Welcome back, Eric!
. 06/2014Zheng's alternative splicing paper (w/ Cooper Lab) is accepted to '''Molecular Cell '''.  


. 01/2013Zheng's 3'UTR paper was in revision in '''Nature'''. Fingers Crossed!
. 02/2014Deqiang and Hyun Jung's HSC LncRNA paper (w/ Goodell Lab) is in revision in '''Cell Stem Cell'''.  


. 01/2013[http://www.bcm.edu/news/item.cfm?newsID=6723 BCM News] and  [http://epigenie.com/danpos-reveals-dynamic-nucleosomes Epigenie Headline] about our recent work on nucleosome dynamics.
. 02/2014Zheng's collaborative work on alternative splicing in heart development is accepted to '''Nature Communications'''.  


. 12/2012Liguo and HJ's CPAT RNA coding potential prediction paper accepted to '''Nucleic Acids Research'''.
. 02/2014Zheng's brain tumor 3'UTR regulator paper is accepted to '''Nature'''. This paper was initially rejected after review twice. We appealed twice with success and finally made it in the 3rd submission.


. 11/2012Kaifu's nucleosome methodology paper DANPOS accepted to '''Genome Research'''.
. 02/2014Welcome our new postdoc Jianzhong Su and graduate student Xueqiu Lin.


. 10/2012Kaifu's promoter nucleosome paper accepted to '''Genome Research'''.
. 02/2014Deqiang's mouse HSC Aging Epigenomics paper is accepted in principle to '''Cell Stem Cell'''.


. 09/2012A '''NIH R01 grant''' was funded. We will work with Dr. Issa at Temple Univ. to understand DNA methylation in Cancer.
. 01/2014Deqiang's Methodology paper for the detection of differential DNA Methylation (MOABS) is accepted to '''Genome Biology'''.


. 08/2012: A mouse ES nucleosome paper from Kaestner lab at Upenn was accepted to '''Cell'''. Kaifu and Wei used DANPOS to analyze the data and were listed as co-authors.
. 01/2014: Our collaborative work on Breast Cancer Epigenetics is accepted to '''Science Translational Medicine'''.


. 08/2011: Dr. Benjamin Rodriguez will join us as a '''Postdoc Associate'''. Ben has PhD in Integrated Biomedical Science from the Ohio State Univ. Welcome!
. 01/2014: Yuanxin and Zheng's ZM11 paper with Xiaobing Shi lab in MD Anderson is accepted to '''Nature'''. This work links transcription elongation to tumor suppression.


. 08/2012: A '''Mazzone Award ''' was funded. We will work with Dr. Balk at Harvard Medical School to understand the molecular features of aggressive prostate cancer.
. 12/2013: Kaifu's aging nucleosome paper is accepted to ''' Genes & Development'''  
. 06/2012: Liguo's RNA-seq Quality Control paper accepted to '''Bioinformatics'''.


. 06/2012: A '''NIH R01 grant''' was funded. We will work with Dr. Goodell at BCM to understand DNA methylation in Hematopoietic Stem Cell.
. 12/2013: We received a 5-year NIH/NHGRI '''R01''' grant (scored at 6 percentile in its first submission) to study DNA Methylation


. 04/2012: A '''NIH R01 grant''' was funded. We will work with Dr. Dent at MD Anderson to define USP22 functions during mammalian development.
. 11/2013: Wei will serve on the Editorial Board of '''Molecular Endocrinology'''


. 04/2012Dr.Dean Tang's prostate cancer stem cell paper was accepted in '''Cell Stem Cell'''. Wei is a co-author.
. 09/2013Deqiang's DNA methylation Canyon paper is accepted to '''Nature Genetics'''.


. 02/2012Yuanxin's epigenetic paper with Katrin Chua lab at Stanford accepted to '''Nature'''. Two years of hard work finally paid off!
. 09/2013Xueqiu's bisulfite sequencing quality control paper (BSeQC) is accepted to '''Bioinformatics'''.


. 02/2012Liguo Wang was offered a '''tenure-track Assistant Professor''' position at Mayo Clinic. Congratulations!
. 08/2013Kadir's p53 paper is accepted to '''Nucleic Acids Research'''
 
. 01/2013:  [http://www.bcm.edu/news/item.cfm?newsID=6723 BCM News] and  [http://epigenie.com/danpos-reveals-dynamic-nucleosomes Epigenie Headline] about our recent work on nucleosome dynamics.


. 02/2012:  Justin Park will join us as a Postdoc Associate. Justin will graduate in May with a PhD in Computer Science from Rice University. Welcome!


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Our lab is focused on the design and application of bioinformatics algorithms to elucidate global epigenetic mechanisms and transcription dynamics in normal development and diseases such as cancer. Since establishing the lab in early 2008, we have published more than 50 peer-reviewed papers in high profile journals, such as Nature, Cell, Nature Genetics, Molecular Cell, Genome Research, Genome Biology, Genes and Development, Nucleic Acids Research, Cancer Research, PNAS and Bioinformatics.
Our lab is focused on the design and application of bioinformatics algorithms to elucidate global epigenetic mechanisms and transcription dynamics in normal development and diseases such as cancer. Since establishing the lab in early 2008, we have published more than 66 peer-reviewed papers in high profile journals, such as Nature, Cell, Nature Genetics, Cell Stem Cell, Molecular Cell, Nature Communications, Genome Research, Genome Biology, PNAS, Genes and Development, Nucleic Acids Research, Cancer Research, and Bioinformatics.


We developed a number of widely used algorithms to analyze next generation sequencing data from Chromatin Factor ChIP-seq (MACS, MACE, DyChIPS), DNA Methylation Bisulfite-seq (BSMAP/RRBSMAP, BSeQC, MOABS), Nucleosome Positioning MNase-seq (DANPOS), and RNA-seq (CPAT, RSeQC, DaPars). These algorithms have been broadly adopted by thousands of academic users. For example, the MACS algorithm has gathered >1000 citations since 2008.  
We have developed a number of widely used algorithms to analyze next generation sequencing data from ChIP-seq (MACS, MACE, DyChIPS), DNA methylation Bisulfite-seq (BSMAP/RRBSMAP, BSeQC, MOABS), nucleosome positioning MNase-seq (DANPOS), and RNA-seq (CPAT, RSeQC, DaPars). These algorithms have been broadly adopted by thousands of academic users. For example, the MACS algorithm has gathered >1600 citations since 2008.  


In collaboration with experimental biologists, we used these algorithms to gain novel biological insights from various biological processes and disease models.
In collaboration with experimental biologists, we used these algorithms to gain novel biological insights from various biological processes and disease models.


* Chromatin Factors: ER in breast cancer, AR in prostate cancer, FoxA1 pioneer factor, Atoh1 in neuron development, NSD2 in oncogenic programming, SIRT7 in cancer transformation, ZM11 in transcription elongation, and p53 in ES differentiation.
* '''Chromatin Factors''': ER in breast cancer, AR in prostate cancer, FoxA1 pioneer factor, Atoh1 in neuron development, NSD2 in oncogenic programming, SIRT7 in cancer transformation, ZM11 in transcription elongation, and p53 in ES differentiation..


* DNA Methylation: Dnmt3a in HSC differentiation, DNA methylation Canyon.  
* '''DNA Methylation''': DNA methylation Canyon, Epigenetic changes in HSC aging, Dnmt3a in HSC differentiation and cancer transformation.  


* Nucleosome Organization: fragile nucleosome in stress-response, promoter nucleosome with Tup1, nucleosome dynamics in ES differentiation, global nucleosome loss in aging.
* '''Nucleosome Organization''': Fragile nucleosome in stress-response, Promoter nucleosome with Tup1, Nucleosome dynamics in ES differentiation, and Global nucleosome loss in yeast aging.


* Transcriptome: chimeric RNA in prostate cancer, Long non-coding RNA in HSC, 3’UTR deletion in cancer and their master regulators.
* '''Transcriptome''': chimeric RNA in prostate cancer, Long non-coding RNA in HSC, 3’UTR deletion in cancer and its master regulator CFIm25. .


   
   

Revision as of 09:43, 23 December 2014

Home        People        Publications        Collaborations        Software        Positions        Contact       


Recent News

. 12/2014: We will receive a 3-year CPRIT R01 grant to study 3`-UTR alterations in human cancers. Also Two Collaboration CPRIT grants will funded: Chromatin Regulation with Lee lab, aging with Tyler lab in MD Anderson

. 12/2014: Zheng Xia awarded Keck fellowship in Computational Cancer Biology.

. 11/2013: Zheng's DaPars 3'UTR Pan Cancer analysis paper is published in Nature Communications;

. 09/2014: Liguo's ChIP-exo methodology paper (MACE) is accepted to Nucleic Acids Research. MACE is recommended by Active Motif as the software solution for the company's new ChIP-exo kit and service.

. 09/2013: Deqiang will start his tenure-track assistant professor position. Job well done.

. 09/2013: Zheng's prostate cancer RNA-seq paper with Dr. Balk at Harvard is accepted to Molecular Cancer Research .

. 09/2013: Yuanxin's work on H3K79 Methylation with Dr. Shi is accepted to Cell.

. 08/2013: Three Collaboration CPRIT grants are funded: DNA methylation with Goodell lab, 3'UTR with Wagner lab and ZM11 with Shi lab.

. 08/2014: Kaifu's "super promoter" paper is under review in Nature Genetics.

. 06/2014: Deqiang's Dnmt3a/3b double KO paper (w/ Goodell Lab) is accepted to Cell Stem Cell .

. 06/2014: Zheng's alternative splicing paper (w/ Cooper Lab) is accepted to Molecular Cell .

. 02/2014: Deqiang and Hyun Jung's HSC LncRNA paper (w/ Goodell Lab) is in revision in Cell Stem Cell.

. 02/2014: Zheng's collaborative work on alternative splicing in heart development is accepted to Nature Communications.

. 02/2014: Zheng's brain tumor 3'UTR regulator paper is accepted to Nature. This paper was initially rejected after review twice. We appealed twice with success and finally made it in the 3rd submission.

. 02/2014: Welcome our new postdoc Jianzhong Su and graduate student Xueqiu Lin.

. 02/2014: Deqiang's mouse HSC Aging Epigenomics paper is accepted in principle to Cell Stem Cell.

. 01/2014: Deqiang's Methodology paper for the detection of differential DNA Methylation (MOABS) is accepted to Genome Biology.

. 01/2014: Our collaborative work on Breast Cancer Epigenetics is accepted to Science Translational Medicine.

. 01/2014: Yuanxin and Zheng's ZM11 paper with Xiaobing Shi lab in MD Anderson is accepted to Nature. This work links transcription elongation to tumor suppression.

. 12/2013: Kaifu's aging nucleosome paper is accepted to Genes & Development

. 12/2013: We received a 5-year NIH/NHGRI R01 grant (scored at 6 percentile in its first submission) to study DNA Methylation

. 11/2013: Wei will serve on the Editorial Board of Molecular Endocrinology

. 09/2013: Deqiang's DNA methylation Canyon paper is accepted to Nature Genetics.

. 09/2013: Xueqiu's bisulfite sequencing quality control paper (BSeQC) is accepted to Bioinformatics.

. 08/2013: Kadir's p53 paper is accepted to Nucleic Acids Research

. 01/2013: BCM News and Epigenie Headline about our recent work on nucleosome dynamics.


News Archive




Our lab is focused on the design and application of bioinformatics algorithms to elucidate global epigenetic mechanisms and transcription dynamics in normal development and diseases such as cancer. Since establishing the lab in early 2008, we have published more than 66 peer-reviewed papers in high profile journals, such as Nature, Cell, Nature Genetics, Cell Stem Cell, Molecular Cell, Nature Communications, Genome Research, Genome Biology, PNAS, Genes and Development, Nucleic Acids Research, Cancer Research, and Bioinformatics.

We have developed a number of widely used algorithms to analyze next generation sequencing data from ChIP-seq (MACS, MACE, DyChIPS), DNA methylation Bisulfite-seq (BSMAP/RRBSMAP, BSeQC, MOABS), nucleosome positioning MNase-seq (DANPOS), and RNA-seq (CPAT, RSeQC, DaPars). These algorithms have been broadly adopted by thousands of academic users. For example, the MACS algorithm has gathered >1600 citations since 2008.

In collaboration with experimental biologists, we used these algorithms to gain novel biological insights from various biological processes and disease models.

  • Chromatin Factors: ER in breast cancer, AR in prostate cancer, FoxA1 pioneer factor, Atoh1 in neuron development, NSD2 in oncogenic programming, SIRT7 in cancer transformation, ZM11 in transcription elongation, and p53 in ES differentiation..
  • DNA Methylation: DNA methylation Canyon, Epigenetic changes in HSC aging, Dnmt3a in HSC differentiation and cancer transformation.
  • Nucleosome Organization: Fragile nucleosome in stress-response, Promoter nucleosome with Tup1, Nucleosome dynamics in ES differentiation, and Global nucleosome loss in yeast aging.
  • Transcriptome: chimeric RNA in prostate cancer, Long non-coding RNA in HSC, 3’UTR deletion in cancer and its master regulator CFIm25. .


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