Li Lab: Difference between revisions

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== '''Wei Li's Computational Epigenomics Lab''' ==  
== '''Computational Epigenomics and Transcriptomics Lab (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==
. 09/2011Deqiang's DNA methylation paper with Peggy Goodell lab has been accepted to '''Nature Genetics'''.  
. 06/2013Zheng's DaPars 3'UTR Pan Cancer analysis paper is accepted in principle in '''Nature Communications'''.


. 08/2011Kaifu's NSD2 epigenetic paper with Or Gozani lab at Stanford has been accepted to '''Molecular Cell'''.
. 08/2014Liguo's RSeQC paper is ranked No. 15 in the [http://bioinformatics.oxfordjournals.org/reports/most-cited Most-Cited Articles] in Bioinformatics as of August 1, 2014.


. 08/2011A '''NIH R01 grant''' has been funded. We will work with Dr. Wang at the Ohio State University to understand the role of histone methylations in prostate cancer.
. 08/2014:  '''Three Collaboration CPRIT grants''' are funded: DNA methylation with Goodell lab, 3'UTR with Wagner lab and ZM11 with Shi lab.


. 07/2011Liguo's FoxA1 cistrome paper has been accepted to '''Cancer Research'''.
. 08/2014Kaifu's "super promoter" paper is under review in '''Nature Genetics'''.  


. 07/2011: See our '''[http://www.genomeweb.com/node/973004 Genomic Regulation Technical Guide]''' on Genome Technology magazine
. 06/2014: Deqiang's Dnmt3a/3b double KO paper (with the Goodell Lab) is accepted to '''Cell Stem Cell '''.


. 07/2011: Dr. Zheng Xia will join us as a postdoc fellow. Zheng has PhD in Control Theory and Engineering Computer Science from Zhejiang University in China. Welcome!
. 06/2014: Zheng's alternative splicing paper (with the Cooper Lab) is accepted to '''Molecular Cell '''.  


. 05/2011Dr.Bert O'Malley's coregulator network paper has been published in '''Cell'''. Wei is a co-author on the paper.
. 04/2014Liguo's ChIP-exo methodology paper (MACE) is accepted in principle in '''Nucleic Acids Research'''.  


. 04/2011Yuanxin's epigenomic paper has been invited for revision in '''Nature'''.
. 02/2014DQ and HJ's HSC LncRNA paper (with the Goodell Lab) is in revision in '''Cell Stem Cell'''.  


. 04/2011Liguo's Prostate Cancer RNA-seq paper has been officially accepted to '''PNAS'''.
. 02/2014Zheng's collaborative work on alternative splicing in heart development is accepted to '''Nature Communications'''.  


. 03/2011Our Texas '''CPRIT Multi-Investigator grant''' has been funded with a total direct cost of  ~$10M for 5 years. This project will bring together a "dream team" in cancer epigenetic research. We will direct the bioinformatics component for LONESTAR.  
. 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.


. 01/2011Yuanxin's fragile nucleosome paper has been accepted to  '''Genome Research'''.
. 02/2014Welcome our new postdoc Jianzhong Su and graduate student Xueqiu Lin.


. 01/2011Yuanxin and Liguo's Atoh1 targetome paper has been accepted to '''PNAS'''.
. 02/2014Deqiang's mouse HSC Aging Epigenomics paper is accepted in principle to '''Cell Stem Cell'''.


. 12/2010Liguo's fly RNA-seq paper has been published in  '''Genome Research'''.
. 01/2014Deqiang's Methodology paper for the detection of differential DNA Methylation (MOABS) is accepted to '''Genome Biology'''.


. 10/2010A Texas '''CPRIT grant''' has been funded. We will work with Dr. Goodell at BCM to understand DNA Methylgransferase 3B in normal and malignant hematopoiesis.  
. 01/2014Our collaborative work on Breast Cancer Epigenetics is accepted to '''Science Translational Medicine'''.


. 08/2010Our '''Pilot Project''' has been funded by a NIH Stem Cell P01 Grant.  
. 01/2014Yuanxin and Zheng's ZM11 paper with Xiaobing Shi lab in MD Anderson is accepted to '''Nature'''. This work links transcription elongation to tumor suppression.


. 07/2010: The DNA methylation platform comparision paper has been accepted to '''Nature Biotechnology'''.
. 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:  [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.




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Our lab is focused on the design and application of bioinformatics algorithms to elucidate global regulatory mechanism by integrating data from ChIP-seq, DNA methylation, Nucleosome positioning, and RNA-seq. We are also working with bench and clinical collaborators to understand epigenetic gene regulation and transcription dynamics in various biological processes and disease models.  
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.
 
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.
 
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: Dnmt3a in HSC differentiation, DNA methylation Canyon, HSC aging.  


We have developed a number of widely used algorithms to detect and annotate genome-wide cis-regulatory regions, including a Hidden Markov Model ('''Bioinformatics''' 2005) and MAT ('''PNAS''' 2006) for analyzing ChIP-chip experiments on genome tiling arrays, CEAS ('''NAR''' 2006) for cis-regulatory element annotation, xMAN ('''BMC Genomics''' 2008) for microarray probe mapping, MACS ('''Genome Biology''' 2008) for model based analysis of ChIP-seq, BSMAP ('''BMC Bioinformatics''' 2009) for DNA methylation analysis using Bisulfite-seq, MMES ('''PLoS ONE''' 2010) for alternative splicing using RNA-seq, and fragile nucleosomes ('''Genome Re'''s 2011) using MNase-seq. These algorithms have gathered thousands of academic users worldwide and hundreds of citations, including > 30 papers in Cell and Nature series. We are currently working on bioinformatics development for 1) Transcription factor binding and histone modifications (ChIP-seq); 2) DNA methylation at single nucleotide resolution (Bisulfite-seq); 3) Nucleosome remodeling (Mnase-seq); 4) Alternative splicing (RNA-seq).
* Nucleosome Organization: fragile nucleosome in gene poising, promoter nucleosome with Tup1, nucleosome dynamics in ES differentiation, global nucleosome loss in aging.


We have extensive experience in collaborative research, such as Estrogen Receptor regulation in breast cancer ('''Cell''' 2005; '''Nature Genetics''' 2006), Androgen Receptor regulation in prostate cancer ('''Molecular Cell''' 2007; '''Cell''' 2009), chromatin factor FoxA1 in epigenetic regulation ('''Cell''' 2008), Atoh1 in neuron development ('''PNAS''' 2011), fly transcriptome using RNA-seq ('''Genome Res''' 2011), and chimerical RNA biomarkers in prostate cancer ('''PNAS''' 2011). My laboratory also plays an important role in the BCM Epigenomics Data Analysis and Coordination Center for a five-year NIH Roadmap Epigenomics Program.
* Transcriptome: chimeric RNA in prostate cancer, Long non-coding RNA in HSC, 3’UTR deletion in cancer and their master regulators.


   
   

Revision as of 10:37, 12 August 2014

Home        People        Publications        Collaborations        Software        Positions        Contact       


Recent News

. 06/2013: Zheng's DaPars 3'UTR Pan Cancer analysis paper is accepted in principle in Nature Communications.

. 08/2014: Liguo's RSeQC paper is ranked No. 15 in the Most-Cited Articles in Bioinformatics as of August 1, 2014.

. 08/2014: 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 (with the Goodell Lab) is accepted to Cell Stem Cell .

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

. 04/2014: Liguo's ChIP-exo methodology paper (MACE) is accepted in principle in Nucleic Acids Research.

. 02/2014: DQ and HJ's HSC LncRNA paper (with the 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 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.

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.

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: Dnmt3a in HSC differentiation, DNA methylation Canyon, HSC aging.
  • Nucleosome Organization: fragile nucleosome in gene poising, promoter nucleosome with Tup1, nucleosome dynamics in ES differentiation, global nucleosome loss in aging.
  • Transcriptome: chimeric RNA in prostate cancer, Long non-coding RNA in HSC, 3’UTR deletion in cancer and their master regulators.


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