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[go-friends] The Critical Assessment of Function Annotations

Iddo Friedberg idoerg at gmail.com
Tue Oct 8 08:25:42 PDT 2013


Announcing CAFA 2: The Second Critical Assessment of protein Function
Annotations


Friends and Colleagues,

We are pleased to announce the Second Critical Assessment of protein
Function Annotation (CAFA) challenge. The goal of the challenge is to
predict functional annotations of genes/proteins. In CAFA, the
organizers provide a set of about 100,000 protein sequences, of which
most are completely unannotated and some are partially annotated with
respect to their function. The participants are asked to predict
functional annotation of these proteins before January 15, 2014. At
that time, all predictions will be stored and we will wait for 6-12
months until new annotations are available in the biomedical
literature and/or major databases. The initial evaluation will be
provided in July 2014, during the ISMB conference (Boston, MA). Anyone
in the world is welcome to participate.


In brief:

Web site: biofunctionprediction.org

Prediction submission deadline: January 15, 2014

Initial evaluation: July 12, 2014 in Boston


All targets can be downloaded from
http://biofunctionprediction.org/node/12. The web site also contains
training data; however, the participants are *not* required to use it
and even if they do, they can use any additional data of their choice,
including the literature. The CAFA challenge is different from many
other similar challenges because not even the organizers know which of
the original target sequences will be functionally annotated after the
submission deadline.


The CAFA 1 experiment is described in the following paper:

P. Radivojac et al. A large-scale evaluation of computational protein
function prediction. Nature Methods (2013) 10(3): 221-227.


A brief introduction to the problem for computer scientists is
provided at:http://biofunctionprediction.org/sites/default/files/IntroductionCAFA_pedja.pdf


The mission of the Automated Function Prediction Special Interest
Group (AFP-SIG) is to bring together computational biologists who are
dealing with the important problem of gene and gene product function
prediction, to share ideas and create collaborations. We also aim to
facilitate interactions with experimental biologists and biocurators.


We hope that AFP-SIG serves an important role in stimulating research
in annotation of biological macromolecules, but also related fields.


New in CAFA 2:

In CAFA 2, we would like to evaluate the performance of protein
function prediction tools/methods and also expand the CAFA challenge
to include prediction of human phenotypes associated with genes and
gene products. As the last time, CAFA will be a part of the Automated
Function Prediction Special Interest Group (AFP-SIG) meeting that will
be held alongside the ISMB conference. AFP-SIG will be held as a
two-day meeting in July 2014 in Boston.


About the CAFA experiment:

The problem: There are far too many proteins for which the sequence is
known, but the function is not. The gap between what we know and what
we do not know is growing. A major challenge in the field of
bioinformatics is to predict the function of a protein from its
sequence (and all other data one can find). At the same time, how can
we judge how well these function prediction algorithms are performing
and whether we are making progress over time?


The solution: The Critical Assessment of protein Function Annotation
algorithms (CAFA) is an experiment designed to provide a large-scale
assessment of computational methods dedicated to predicting protein
function. We will evaluate methods in predicting the Gene Ontology
(GO) terms in the categories of Molecular Function, Biological
Process, and Cellular Component. In addition, predictors may use the
Human Phenotype Ontology (HPO) for the human dataset. A set of protein
sequences is provided by the organizers, and participants are expected
to submit their predictions by the submission deadline, January 15,
2014.  The predictions will be evaluated during the Automated Function
Prediction (AFP) meeting, which has been approved as a Special
Interest Group (SIG) meeting, at the ISMB 2014 conference (Boston,
USA).


History: The first CAFA experiment was conducted in 2010-2011.
Twenty-three groups submitted fifty-four algorithms for assessment.
The results and most methods were published in Nature Methods and in a
special supplement in BMC Bioinformatics. CAFA 1 has brought together
a large group of computational predictors and, for the first time,
provided us with a clear picture of the state of this important field.
As with other critical assessment experiments, the aim of CAFA is
improve protein function prediction by continuously challenging groups
to develop more accurate methods.


How to participate in CAFA 2?

1. Go to http://biofunctionprediction.org

2. Download target proteins, already available

3. Submit predictions on or before January 15, 2014

4. Join us at the AFP-SIG, July 11-12, 2014 in Boston for the eighth
protein function prediction meeting, to hear the CAFA 2 results, to
present your work, and to learn about the latest research in
computational protein function prediction


More details at: http://biofunctionprediction.org


Confirmed keynote speakers:

Fiona Brinkman, Simon-Fraser University, Canada

Mark Gerstein, Yale University, USA


We look forward to hearing from you!


The CAFA organizing Team: Predrag Radivojac, Michal Linial, Sean
Mooney and Iddo Friedberg

Contact: CAFA.2014 at gmail.com
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