UC Davis/Berkeley Joint Colloquium, 5/3. Rasmus Nielsen “Statistical Problems in Analysis of Next-Gen Sequencing Data”

The 2012 UC BERKELEY / UC DAVIS JOINT STATISTICS COLLOQUIUM

Please join us for the 2012 Berkeley / Davis Joint Colloquium. This year’s Colloquium will feature a talk at 4:10pm by Prof. Rasmus Neilsen, followed by a reception in the statistics lounge. Grad students are also invited to the Berkeley / Davis Grad Student Colloquium from 5:30-6:30pm.

Coffee: 3:30pm, Statistics lounge (MSB 4110, 4th floor)

Seminar: 4:10 pm, Colloquium Room (MSB 1147)

Reception: 5:30 pm, Statistics lounge (MSB 4110, 4th floor)

Speaker: Prof. Rasmus Neilsen

Dept of Integrative Biology & Statistics, UC Berkeley

Title: Statistical Problems in the Analysis of Next-Generation Sequencing Data

Abstract: The biological sciences have been transformed by the emergence of Next-Generation Sequencing (NGS) technologies providing cheap and reliable large scale DNA sequencing. These data allow us to address biological research questions that previously were considered intractable, but also raise a number of new statistical and computational challenges. The data contain errors that need careful attention, and the appropriate likelihood functions are usually not computationally accessible, because of the size of the data sets. I will discuss some solutions to these problems and illustrate them in the analyses of several different data sets. In one study we sequenced all protein coding genes of 2000 individuals to identify mutations associated with Type 2 Diabetes. In a second project we used similar sequencing techniques to identify the genetic causes of altitude adaptation in Tibetans. In the third study I will discuss, we sequenced the first Aboriginal Australian genome to elucidate the history and origins of Aboriginal Australians.

Graduate Student Colloquium : Please see the attached flier for details of the Graduate Student Colloquium, which will feature talks by Andrew Farris (UC Davis) and Vincent Yates (UC Berkeley).

http://www.stat.ucdavis.edu/davis-berkeley-colloquium-2012

davis berkeley colloquium 2012 flier.pdf

Seminar: Ed Lewis Friday at 12 #UCDavis “Infection behaviors of parasitic nematodes: The story of the slithering herd”

This week’s Animal Behavior Graduate Group seminar:

Dr. Edwin Lewis, Departments of Entomology and Nematology, UC Davis

Infection behaviors of parasitic nematodes: The story of the slithering herd

Friday, May 4th, 12:10 in 194 Young Hall

Coffee and cookies will be available

Dr. Lewis’ website: http://nematology.ucdavis.edu/faculty/lewis/

My research program is wide-ranging in the scope of the questions asked and in the taxa that are studied. There is, however, a common thread to the work that takes place in my laboratory; we seek to understand why and how organisms find, recognize, assess and exploit resources. We ask questions about how insects and nematodes make decisions about resource utilization and what the fitness outcomes of the decisions are. To answer these kinds of questions, we engage in studies of behavior, population ecology, community ecology and evolutionary biology with several groups of insects, nematodes and bacteria. There are also intentional links to more practical pursuits including biological control of crop pests, predicting the impact of crop management on pest and beneficial organisms and restoration ecology. I see no difference between what is traditionally called “basic” and “applied” research, thus the links of nearly all of the work in the laboratory to agricultural or environmental concerns is explicit.

Workshop: Tools & Workflows for RNA-Seq Analysis, Berkeley, June 30

Berkeley *Seq I: Tools and Workflows for RNA-Seq Analysis
Saturday, June 30, 2012
9 a.m. – 5 p.m.
105 Stanley Hall
University of California, Berkeley

EVENT WEBSITE

REGISTER BY JUNE 7

Berkeley *Seq I, the inaugural workshop on analysis of Next Generation sequencing data at UC Berkeley, will take place on June 30, 2012. This first year, the workshop is being organized by Lior Pachter and will focus on analytical tools and workflows for RNA-Seq experiments. The one-day meeting features a morning of talks, an on-site lunch, and afternoon live demonstrations of Cufflinks and eXpress software packages.

Sponsored by the California Institute for Quantitative Biosciences (QB3) and the Berkeley Center for Computational Biology (CCB). >
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CPB Seminar May 1 “Predicting the structure & dynamics of phytoplankton communities w/ functional traits”

CPB Seminar Series: Spring 2012

When: Tuesdays, 4:10 – 5:30PM

Where: 1022 Life Sciences Building

May 1: Kyle Edwards, Postdoctoral Research Associate Michigan State University

Title: “Predicting the structure and dynamics of phytoplankton communities with functional traits”

Interested in presenting a seminar? Please contact jjstachowicz@ucdavis.edu.

Additional seminar information: http://cpb.ucdavis.edu/Seminars.html.

MIC 291 – Dr. Ned Ruby – May 2, 2012

MIC 291: Selected Topics in Microbiology

Hosted by MGG students

Dr. Ned Ruby
Professor, Medical Microbiology and Immunology
University of Wisconsin, Madison

“The squid-vibrio symbiosis: thinking about bacteria as individuals”

Wednesday, May 2, 2012
4:10 pm
1022 Life Sciences
Ruby 5-2-12.pdf

Dear Frontiers Journals – I am sick of your SPAM and I want nothing to do with you

Dear Frontiers Journals

Repeated unsolicited emails with no means to unsubscribe oneself (such as the one excerpted below) are SPAM. I like some aspects of the Frontiers journals but your email system has to be changed. I will not submit to or review for your journals until you make some commitment to stopping SPAMMING scientists.

Dear Dr Eisen, The article submission deadline for the Frontiers Research Topic, for which you received a call for participation, is approaching. If you are planning to submit a manuscript and you anticipate any delay beyond the deadline, please inform the Topic Editors and the Frontiers Editorial Office so they can manage the delay. If you have not yet responded to the call for participation or have not yet committed to a submission and you are planning to submit a manuscript, please let us know by responding to this message.

PS – the article alerts also have to stop. For F#*$@( sake clean up your act.

Future of Academic Publishing Panel discussion tomorrow at Noon – 1pm

Interdisciplinary Graduate and Professional Student Symposium,
entitled The Future of Academic Publishing. We’ll here from a variety of perspectives on existing and emerging models of publishing and what the future might hold.

  1. Don Strong, Editor in Chief of the journal of Ecology
  2. Meredith Niles, PhD student in Ecology and Evolution and Science Lobbyist in Sacramento and DC,
  3. William Gunn, Director of Outreach for Mendeley Research Networks
  4. Karthik Ram, Postdoctoral scholar at UC Berkeley and Open Science advocate
  5. Colin Cunliff, PhD student in Physics

From Noon to 1pm in the ARC ballroom

Phylogenetic analysis of metagenomic data – Mendeley group …

Just a little plug for a Mendeley reference collection I have been helping make on “Phylogenetic and related analyses of metagenomic data.” If you want to know more about such studies you can find a growing list of publications at they group collection. http://www.mendeley.com/groups/1152921/_/widget/29/10/

Phylogenetic and related analyses of metagenomic data is a group in Biological Sciences on Mendeley.

Kimmen Sjolander talk, May 1st, 12pm, 1005 GBSF

Machine learning methods for protein function and structure prediction

Kimmen Sjölander
Associate Professor
Berkeley Phylogenomics Group
University of California, Berkeley
http://phylogenomics.berkeley.edu

May 1, 2012, 12:00 p.m.
1005 GBSF Auditorium

Abstract: Theodosius Dobzhansky, the noted geneticist and evolutionary biologist, is famous for having said “Nothing makes sense except in the light of evolution.” In this talk, I will discuss the explicit use of evolution as a fundamental principle in bioinformatics, using machine learning methods in combination with information from protein structure and evolution to improve the power and specificity of a number of bioinformatics tasks, including prediction of protein structure and function, ortholog identification, functional site prediction, and simultaneous estimation of multiple sequence alignments and protein superfamily phylogenies. Because many of these methods require expertise and/or computational resources not available to most experimental biologists, we provide pre-calculated
phylogenetic trees for gene families in the PhyloFacts database. PhyloFacts 3.0 is a phylogenomic database of gene families across the Tree of Life. Each PhyloFacts family contains a multiple sequence alignment, phylogenetic tree, predicted orthologs, predicted pathway associations and experimental and other annotation data. As of April 26, 2012, PF 3.0 contains >7.3M protein sequences from >99K unique taxa (including strains) across >92K families.

Finally, I will describe our work on a fully automated system for high-throughput functional annotation of genomes and for taxonomic and functional annotation of metagenome (environmental sample) datasets. This system, which we call FAT-CAT (for Fast Approximate Tree Classification) uses hidden Markov models placed at internal nodes of PhyloFacts trees to classify sequences to different levels of functional hierarchies. Subtree nodes are annotated automatically using data available for sequences descending from those nodes, allowing both functional and taxonomic inference for sequences classified to those nodes. The PhyloFacts Phylogenomic Database is available at http://phylogenomics.berkeley.edu/phylofacts/.

Kimmen Flyer.pdf

Nice use of PacBio sequencing to characterize methyltransferase specificity

Figure 1.


Rich Roberts just pointed me to this cool paper on which he is a co-author: Characterization of DNA methyltransferase specificities using single-molecule, real-time DNA sequencing.  The paper was published in Nucleic Acids Research and is from Robert’s group at New England Biolabs and Jonas Korlach’s and others at Pacific Biosciences. What is cool is that they used the timing of the real time DNA sequencing to identify bases in particular DNA fragments that were methylated.  And this then allowed them to determine the specificity of particular methyltransferases (first tested on ones with known activity and then on ones with unknown activity).  This highlights one of the unique features of PacBio sequencing – because the method watches DNA replication in real time – if something alters the timing of the replication process – this can possibly be leveraged to detect alterations in DNA chemistry (e.g., methylation, DNA damage, etc).  Folks at PacBio have been promoting the methylation detection capabilities of their system for some time but I guess I did not get that interested in it because I viewed it is analogous to many other tools to quantify methylation.  But with this paper I now realize that the PacBio approach (and perhaps those of other methylation detection systems) are not just about quantifying methylation status on average across a set of DNA pieces, but can also be very specific as to exactly which bases are methylated.  And this in turn can be used to define specificity for a variety of unknown methyltransferases. ResearchBlogging.org Clark, T., Murray, I., Morgan, R., Kislyuk, A., Spittle, K., Boitano, M., Fomenkov, A., Roberts, R., & Korlach, J. (2011). Characterization of DNA methyltransferase specificities using single-molecule, real-time DNA sequencing Nucleic Acids Research, 40 (4) DOI: 10.1093/nar/gkr1146