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Featured researches published by Lei Gu.


Nature | 2014

Epigenomic alterations define lethal CIMP-positive ependymomas of infancy.

Stephen C. Mack; Hendrik Witt; Rosario M. Piro; Lei Gu; Scott Zuyderduyn; A. M. Stütz; Xiaosong Wang; Marco Gallo; Livia Garzia; Kory Zayne; Xiaoyang Zhang; Vijay Ramaswamy; Natalie Jäger; David T. W. Jones; Martin Sill; Trevor J. Pugh; M. Ryzhova; Khalida Wani; David Shih; Renee Head; Marc Remke; S. D. Bailey; Thomas Zichner; Claudia C. Faria; Mark Barszczyk; Sebastian Stark; Huriye Seker-Cin; Sonja Hutter; Pascal Johann; Sebastian Bender

Ependymomas are common childhood brain tumours that occur throughout the nervous system, but are most common in the paediatric hindbrain. Current standard therapy comprises surgery and radiation, but not cytotoxic chemotherapy as it does not further increase survival. Whole-genome and whole-exome sequencing of 47 hindbrain ependymomas reveals an extremely low mutation rate, and zero significant recurrent somatic single nucleotide variants. Although devoid of recurrent single nucleotide variants and focal copy number aberrations, poor-prognosis hindbrain ependymomas exhibit a CpG island methylator phenotype. Transcriptional silencing driven by CpG methylation converges exclusively on targets of the Polycomb repressive complex 2 which represses expression of differentiation genes through trimethylation of H3K27. CpG island methylator phenotype-positive hindbrain ependymomas are responsive to clinical drugs that target either DNA or H3K27 methylation both in vitro and in vivo. We conclude that epigenetic modifiers are the first rational therapeutic candidates for this deadly malignancy, which is epigenetically deregulated but genetically bland.


American Journal of Pathology | 2008

Stat3 promotes metastatic progression of prostate cancer.

Junaid Abdulghani; Lei Gu; Ayush Dagvadorj; Jacqueline Lutz; Benjamin E. Leiby; Gloria Bonuccelli; Michael P. Lisanti; Tobias Zellweger; Kalle Alanen; Tuomas Mirtti; Tapio Visakorpi; Lukas Bubendorf; Marja T. Nevalainen

There are currently no effective therapies for metastatic prostate cancer because the molecular mechanisms that underlie the metastatic spread of primary prostate cancer are unclear. Transcription factor Stat3 is constitutively active in malignant prostate epithelium, and its activation is associated with high histological grade and advanced cancer stage. In this work, we hypothesized that Stat3 stimulates metastatic progression of prostate cancer. We show that Stat3 is active in 77% of lymph node and 67% of bone metastases of clinical human prostate cancers. Importantly, adenoviral gene delivery of wild-type Stat3 (AdWTStat3) to DU145 human prostate cancer cells increased the number of lung metastases by 33-fold in an experimental metastasis assay compared with controls. Using various methods to inhibit Stat3, we demonstrated that Stat3 promotes human prostate cancer cell migration. Stat3 induced the formation of lamellipodia in both DU145 and PC-3 cells, further supporting the concept that Stat3 promotes a migratory phenotype of human prostate cancer cells. Moreover, Stat3 caused the rearrangement of cytoplasmic actin stress fibers and microtubules in both DU145 and PC-3 cells. Finally, inhibition of the Jak2 tyrosine kinase decreased both activation of Stat3 and prostate cancer cell motility. Collectively, these data indicate that transcription factor Stat3 is involved in metastatic behavior of human prostate cancer cells and may provide a therapeutic target to prevent metastatic spread of primary prostate cancer.


Cell | 2015

DNA Methylation on N6-Adenine in C. elegans

Eric L. Greer; Mario Andres Blanco; Lei Gu; Erdem Sendinc; Jianzhao Liu; David Aristizábal-Corrales; Chih-Hung Hsu; L. Aravind; Chuan He; Yang Shi

In mammalian cells, DNA methylation on the fifth position of cytosine (5mC) plays an important role as an epigenetic mark. However, DNA methylation was considered to be absent in C. elegans because of the lack of detectable 5mC, as well as homologs of the cytosine DNA methyltransferases. Here, using multiple approaches, we demonstrate the presence of adenine N(6)-methylation (6mA) in C. elegans DNA. We further demonstrate that this modification increases trans-generationally in a paradigm of epigenetic inheritance. Importantly, we identify a DNA demethylase, NMAD-1, and a potential DNA methyltransferase, DAMT-1, which regulate 6mA levels and crosstalk between methylations of histone H3K4 and adenines and control the epigenetic inheritance of phenotypes associated with the loss of the H3K4me2 demethylase spr-5. Together, these data identify a DNA modification in C. elegans and raise the exciting possibility that 6mA may be a carrier of heritable epigenetic information in eukaryotes.


Bioinformatics | 2014

circlize Implements and enhances circular visualization in R.

Zuguang Gu; Lei Gu; Roland Eils; Matthias Schlesner; Benedikt Brors

SUMMARY Circular layout is an efficient way for the visualization of huge amounts of genomic information. Here we present the circlize package, which provides an implementation of circular layout generation in R as well as an enhancement of available software. The flexibility of this package is based on the usage of low-level graphics functions such that self-defined high-level graphics can be easily implemented by users for specific purposes. Together with the seamless connection between the powerful computational and visual environment in R, circlize gives users more convenience and freedom to design figures for better understanding genomic patterns behind multi-dimensional data. AVAILABILITY AND IMPLEMENTATION circlize is available at the Comprehensive R Archive Network (CRAN): http://cran.r-project.org/web/packages/circlize/


Cancer Research | 2008

Transcription Factor Stat5 Synergizes with Androgen Receptor in Prostate Cancer Cells

Shyh-Han Tan; Ayush Dagvadorj; Feng Shen; Lei Gu; Zhiyong Liao; Junaid Abdulghani; Ying Zhang; Edward P. Gelmann; Tobias Zellweger; Zoran Culig; Tapio Visakorpi; Lukas Bubendorf; Robert A. Kirken; James G. Karras; Marja T. Nevalainen

The molecular mechanisms underlying progression of prostate cancer to the hormone-independent state are poorly understood. Signal transducer and activator of transcription 5a and 5b (Stat5a/b) is critical for the viability of human prostate cancer cells. We have previously shown that Stat5a/b is constitutively active in high-grade human prostate cancer, but not in normal prostate epithelium. Furthermore, activation of Stat5a/b in primary human prostate cancer predicted early disease recurrence. We show here that transcription factor Stat5a/b is active in 95% of clinical hormone-refractory human prostate cancers. We show for the first time that Stat5a/b synergizes with androgen receptor (AR) in prostate cancer cells. Specifically, active Stat5a/b increases transcriptional activity of AR, and AR, in turn, increases transcriptional activity of Stat5a/b. Liganded AR and active Stat5a/b physically interact in prostate cancer cells and, importantly, enhance nuclear localization of each other. The work presented here provides the first evidence of synergy between AR and the prolactin signaling protein Stat5a/b in human prostate cancer cells.


Endocrine-related Cancer | 2010

Stat5 promotes metastatic behavior of human prostate cancer cells in vitro and in vivo.

Lei Gu; Paraskevi Vogiatzi; Martin Puhr; Ayush Dagvadorj; Jacqueline Lutz; Amy Ryder; Sankar Addya; Paolo Fortina; Carlton R. Cooper; Benjamin E. Leiby; Abhijit Dasgupta; Terry Hyslop; Lukas Bubendorf; Kalle Alanen; Tuomas Mirtti; Marja T. Nevalainen

There are no effective therapies for disseminated prostate cancer. Constitutive activation of Stat5 in prostate cancer is associated with cancer lesions of high histological grade. We have shown that Stat5 is activated in 61% of distant metastases of clinical prostate cancer. Active Stat5 increased metastases formation of prostate cancer cells in nude mice by 11-fold in an experimental metastases assay. Active Stat5 promoted migration and invasion of prostate cancer cells, and induced rearrangement of the microtubule network. Active Stat5 expression was associated with decreased cell surface E-cadherin levels, while heterotypic adhesion of prostate cancer cells to endothelial cells was stimulated by active Stat5. Activation of Stat5 and Stat5-induced binding of prostate cancer cells to endothelial cells were decreased by inhibition of Src but not of Jak2. Gene expression profiling indicated that 21% of Stat5-regulated genes in prostate cancer cells were related to metastases, while 7.9% were related to proliferation and 3.9% to apoptosis. The work presented here provides the first evidence of Stat5 involvement in the induction of metastatic behavior of human prostate cancer cells in vitro and in vivo. Stat5 may provide a therapeutic target protein for disseminated prostate cancer.


Cancer Discovery | 2014

Evolution of DNA methylation is linked to genetic aberrations in chronic lymphocytic leukemia

Christopher C. Oakes; Rainer Claus; Lei Gu; Yassen Assenov; Jennifer Hüllein; Manuela Zucknick; Matthias Bieg; David Brocks; Olga Bogatyrova; Christopher R. Schmidt; Laura Z. Rassenti; Thomas J. Kipps; Daniel Mertens; Peter Lichter; Hartmut Döhner; Stephan Stilgenbauer; John C. Byrd; Thorsten Zenz; Christoph Plass

Although clonal selection by genetic driver aberrations in cancer is well documented, the ability of epigenetic alterations to promote tumor evolution is undefined. We used 450k arrays and next-generation sequencing to evaluate intratumor heterogeneity and evolution of DNA methylation and genetic aberrations in chronic lymphocytic leukemia (CLL). CLL cases exhibit vast interpatient differences in intratumor methylation heterogeneity, with genetically clonal cases maintaining low methylation heterogeneity and up to 10% of total CpGs in a monoallelically methylated state. Increasing methylation heterogeneity correlates with advanced genetic subclonal complexity. Selection of novel DNA methylation patterns is observed only in cases that undergo genetic evolution, and independent genetic evolution is uncommon and is restricted to low-risk alterations. These results reveal that although evolution of DNA methylation occurs in high-risk, clinically progressive cases, positive selection of novel methylation patterns entails coevolution of genetic alteration(s) in CLL.


Nature Genetics | 2016

DNA methylation dynamics during B cell maturation underlie a continuum of disease phenotypes in chronic lymphocytic leukemia

Christopher C. Oakes; Marc Seifert; Yassen Assenov; Lei Gu; Martina Przekopowitz; Amy S. Ruppert; Qi Wang; Charles D. Imbusch; Andrius Serva; Sandra Koser; David Brocks; Daniel B. Lipka; Olga Bogatyrova; Dieter Weichenhan; Benedikt Brors; Laura Z. Rassenti; Thomas J. Kipps; Daniel Mertens; Marc Zapatka; Peter Lichter; Hartmut Döhner; Ralf Küppers; Thorsten Zenz; Stephan Stilgenbauer; John C. Byrd; Christoph Plass

Charting differences between tumors and normal tissue is a mainstay of cancer research. However, clonal tumor expansion from complex normal tissue architectures potentially obscures cancer-specific events, including divergent epigenetic patterns. Using whole-genome bisulfite sequencing of normal B cell subsets, we observed broad epigenetic programming of selective transcription factor binding sites coincident with the degree of B cell maturation. By comparing normal B cells to malignant B cells from 268 patients with chronic lymphocytic leukemia (CLL), we showed that tumors derive largely from a continuum of maturation states reflected in normal developmental stages. Epigenetic maturation in CLL was associated with an indolent gene expression pattern and increasingly favorable clinical outcomes. We further uncovered that most previously reported tumor-specific methylation events are normally present in non-malignant B cells. Instead, we identified a potential pathogenic role for transcription factor dysregulation in CLL, where excess programming by EGR and NFAT with reduced EBF and AP-1 programming imbalances the normal B cell epigenetic program.


Nature Genetics | 2015

BAZ2A (TIP5) is involved in epigenetic alterations in prostate cancer and its overexpression predicts disease recurrence

Lei Gu; Sandra C Frommel; Christopher C. Oakes; Ronald Simon; Katharina Grupp; Cristina Y Gerig; Dominik Bär; Mark D. Robinson; Constance Baer; Melanie Weiss; Zuguang Gu; Matthieu Schapira; Ruprecht Kuner; Holger Sültmann; Maurizio Provenzano; Marie-Laure Yaspo; Benedikt Brors; Jan O. Korbel; Thorsten Schlomm; Guido Sauter; Roland Eils; Christoph Plass; Raffaella Santoro

Prostate cancer is driven by a combination of genetic and/or epigenetic alterations. Epigenetic alterations are frequently observed in all human cancers, yet how aberrant epigenetic signatures are established is poorly understood. Here we show that the gene encoding BAZ2A (TIP5), a factor previously implicated in epigenetic rRNA gene silencing, is overexpressed in prostate cancer and is paradoxically involved in maintaining prostate cancer cell growth, a feature specific to cancer cells. BAZ2A regulates numerous protein-coding genes and directly interacts with EZH2 to maintain epigenetic silencing at genes repressed in metastasis. BAZ2A overexpression is tightly associated with a molecular subtype displaying a CpG island methylator phenotype (CIMP). Finally, high BAZ2A levels serve as an independent predictor of biochemical recurrence in a cohort of 7,682 individuals with prostate cancer. This work identifies a new aberrant role for the epigenetic regulator BAZ2A, which can also serve as a useful marker for metastatic potential in prostate cancer.


Nature Protocols | 2013

Tagmentation-based whole-genome bisulfite sequencing

Qi Wang; Lei Gu; Andrew Adey; Bernhard Radlwimmer; Wei Wang; Volker Hovestadt; Marion Bähr; Stephan Wolf; Jay Shendure; Roland Eils; Christoph Plass; Dieter Weichenhan

Epigenetic modifications such as carbon 5 methylation of the cytosine base in a CpG dinucleotide context are involved in the onset and progression of human diseases. A comprehensive understanding of the role of genome-wide DNA methylation patterns, the methylome, requires quantitative determination of the methylation states of all CpG sites in a genome. So far, analyses of the complete methylome by whole-genome bisulfite sequencing (WGBS) are rare because of the required large DNA quantities, substantial bioinformatic resources and high sequencing costs. Here we describe a detailed protocol for tagmentation-based WGBS (T-WGBS) and demonstrate its reliability in comparison with conventional WGBS. In T-WGBS, a hyperactive Tn5 transposase fragments the DNA and appends sequencing adapters in a single step. T-WGBS requires not more than 20 ng of input DNA; hence, the protocol allows the comprehensive methylome analysis of limited amounts of DNA isolated from precious biological specimens. The T-WGBS library preparation takes 2 d.

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Dieter Weichenhan

German Cancer Research Center

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Ayush Dagvadorj

Thomas Jefferson University

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Zhiyong Liao

Thomas Jefferson University

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Christoph Plass

German Cancer Research Center

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Benjamin E. Leiby

Thomas Jefferson University

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Peter McCue

Thomas Jefferson University

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Roland Eils

German Cancer Research Center

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Shilpa Gupta

University of Minnesota

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