What we're reading: Species delimitation failure, the twisty history of a retrovirus, and breeding a better tomato

Reading with a pipe
In the journals
Carstens, B. C., T. a Pelletier, N. M. Reid, and J. D. Satler. 2013. How to fail at species delimitation. Molecular Ecology 22:4369–4383. doi: 10.1111/mec.12413.

… in most contexts it is better to fail to delimit species than it is to falsely delimit entities that do not represent actual evolutionary lineages.

Etienne, L., and M. Emerman. 2013. The mongoose, the pheasant, the pox, and the retrovirus. PLoS Biology 11:e1001641. doi: 10.1371/journal.pbio.1001641.

The genomes of two species of mongooses and an egg-laying mammal called an echidna show that a virus currently present in poultry, the reticuloendotheliosis virus (REV), is actually of ancient exotic mammalian origin.

In the news
The latest word on “sequestration” budget cuts in the U.S. is that they’ll cut the purchasing power of the National Institutes of Health by 25 percent, relative to ten years ago.
A plant geneticist working on breeding a better mass-market tomato uses modern genetics to guide old-fashioned controlled crosses.

Posted in linkfest | Leave a comment

Want to share your code?

In this line of work, we have all encountered tasks that are tedious, time consuming, and repetitive.  (Or if not, maybe give it a bit more time.)
When confronted with these situations, people tend to fall into one of two classes:

GeekNongeek

Continue reading

Posted in bioinformatics, community, genomics, howto, methods, next generation sequencing, phylogenetics, population genetics, quantitative genetics, R, software, theory | 14 Comments

What we're reading: Rams' horns, beetles' testes, the rules of CC-BY reuse, and "Gatcaatgaggtgga …"

Lost on stairs
In the journals
Johnston SE, J Gratten, C Berenos, JG Pilkington, TH Clutton-Brock, JM Pemberton, and J Slate. 2013. Life history trade-offs at a single locus maintain sexually selected genetic variation. Nature doi: 10.1038/nature12489.

We found that an allele conferring larger horns, Ho+, is associated with higher reproductive success, whereas a smaller horn allele, HoP, confers increased survival, resulting in a net effect of overdominance (that is, heterozygote advantage) for fitness at RXFP2.

Almbro M and LW Simmons. 2013. Sexual selection can remove an experimentally induced mutation load. Evolution doi: 10.1111/evo.12238.

Here we induced mutations in the dung beetle Onthophagus taurus using ionizing radiation, and tested the efficacy of sexual selection in their removal. … Two generations of sexual selection were sufficient to remove mutations that affected male strength, but not testes mass.

In the news
Rosie Redfield’s continued digging into the fine print of Creative Commons licensing finds that CC-BY is not a blank check.
Memo to grad students and other early-career researchers: it’s not going to get easier.
Here’s a list of more than 60 resources for learning how to do stuff in R—and many of them are free.
The Onion reports that scientists are finally pronouncing the human genome.

Posted in linkfest | Leave a comment

By popular request …

2010.03.31 - Blue skies
The original data set of Joshua tree presence locations, which I used as an example in my post about estimating species distribution models in R, is now available for download from Dryad. Thanks to my coauthors for agreeing to share the data!

Posted in data archiving, howto, methods | Leave a comment

Making heatmaps with R for microbiome analysis

plot of chunk annHeatmap2.3

Arianne Albert is the Biostatistician for the Women’s Health Research Institute at the British Columbia Women’s Hospital and Health Centre. She earned a PhD from the University of British Columbia under the tutelage of Dolph Schluter before branching off into health research. Arianne currently has her fingers in all kinds of research pies, including work on the vaginal microbiome. She still has a soft spot for sticklebacks though. You can find her on LinkedIn and Google Scholar.

Heatmaps are incredibly useful for the visual display of microarray data or data from high-trhoughput sequencing studies such as microbiome analysis. Basically, they are false colour images where cells in the matrix with high relative values are coloured differently from those with low relative values. Heatmaps can range from very simple blocks of colour with lists along 2 sides, or they can include information about hierarchical clustering, and/or values of other covariates of interest. Fortunately, R provides lots of options for constructing and annotating heatmaps.

R preliminaries

The first step is to make sure you’ve got the right libraries loaded. I find that the heatmap function in the basic stats package (loaded by default) is quite useful for many applications. However, more complicated annotations require either gplots or Heatplus (from Bioconductor).

Continue reading
Posted in howto, microbiology, R, software | Tagged , , | 71 Comments

What we're reading: Adaptive introgression reviewed, overdominance and heterozygosity, and predatory re-publication of CC-BY articles

reading
In the journals
Hedrick, PW. 2013. Adaptive introgression in animals: examples and
comparison to new mutation and standing variation as sources of adaptive variation. Molecular Ecology doi: 10.1111/mec.12415.

… potential examples of adaptive introgression in animals, including balancing selection for multiple alleles for major histocompatibility complex (MHC), S and csd genes, pesticide resistance in mice, black colour in wolves and white colour in coyotes, Neanderthal or Denisovan ancestry in humans, mimicry genes in Heliconius butterflies, beak traits in Darwin’s finches, yellow skin in chickens and non-native ancestry in an endangered native salamander, are examined.

(Hat-tip to Graham Coop for this one.)
Goudie F, MH Allsopp, and BP Oldroyd. 2013. Selection on overdominant genes maintains heterozygosity along multiple chromosomes in a clonal lineage of honey bee. Evolution doi: 10.1111/evo.12231.

Correlations between fitness and genome-wide heterozygosity … have been reported across a wide range of taxa. The genetic basis of these correlations is controversial: do they arise from genome-wide inbreeding (‘general effects’) or the ‘local effects’ of overdominant loci acting in linkage disequilibrium with neutral loci?

In the news
Apple Academic Publishing, an outfit not (apparently) affiliated with the gadget manufacturer, is selling $100 books consisting entirely of papers previously published under CC-BY licenses, the kind used by most open-access journals. And they’re not asking authors’ permission first. How do you feel about that? Rosie Redfield wants to know.
Remembering the lives of pioneering field biologists Ted Parker and Al Gentry, 20 years after their deaths in a plane crash.
A non-inclusive, non-normative list of upsides to being a woman in science.

Posted in linkfest | Leave a comment

Domesticated genes gone wild

Soay sheep on Hirta, St Kilda, with Cleits

Wild Soay sheep. Photo by Commonorgarden on Flickr.

Artificial selection of domesticated plants and animals has been cited as a test case for natural selection since Charles Darwin first conceived the latter concept. But we generally consider that these two forms of selection operate to very different ends—that the features that make crops and livestock most useful to humans are unrelated to, or even contrary to, features that make them best suited to life in the wild. Many domesticated figs produce seedless fruit, which would be a selective dead end without farmers to propagate the trees by cuttings; and domesticated foxes are probably not cautious enough to survive long away from human care.
However, in at least one case study, the opposite seems to be true. Results from a study recently published in Molecular Ecology suggest that two gene variants that are doing quite well in a population of wild sheep on the Scottish islands of Saint Kilda probably originated in domesticated flocks.
Continue reading

Posted in adaptation, domestication, population genetics | 4 Comments

What we're reading: Genomes from museum specimens, adaptive polyploidy, and "crowdsourced" fertility planning

Readers I
In the journals
Staats, M., R. H. J. Erkens, B. van de Vossenberg, J. J. Wieringa, K. Kraaijeveld, B. Stielow, J. Geml, J. E. Richardson, and F. T. Bakker. 2013. Genomic treasure troves: Complete genome sequencing of herbarium and insect museum specimens. PLoS ONE 8:e69189. doi: 10.1371/journal.pone.0069189.

Here we show that using a standard multiplex and paired-end Illumina sequencing approach, genome-scale sequence data can be generated reliably from dry-preserved plant, fungal and insect specimens collected up to 115 years ago, and with minimal destructive sampling.

Chao, D.-Y., B. Dilkes, H. Luo, A. Douglas, E. Yakubova, B. Lahner, and D. E. Salt. 2013. Polyploids exhibit higher potassium uptake and salinity tolerance in Arabidopsis. Science 658:10–12. doi: 10.1126/science.1240561.

We found that the cytotype of the root, and not the genotype, determined the majority of heritable natural variation in leaf potassium (K) concentration in Arabidopsis thaliana. Autopolyploidy also provided resistance to salinity and may represent an adaptive outcome of the enhanced K accumulation of plants with higher ploidy.

In the news
The Ecological Society of America met in Minneapolis this week. And there was coverage at Dynamic Ecology and the EEB & Flow, and of course all over Twitter
How pipes turn Unix into a chainsaw.
“Zen” and the art of responding to reviewer comments.
Want to contribute information about your menstrual cycle, sexual practices, and success at conception to an effort in fertility-related data-mining? There’s an app for that.

Posted in linkfest | Leave a comment

How to Backup and Store your Next-Generation Sequencing (NGS) data

Fire-lab-control-room_full_size_landscape

Ctrl + z, Ctrl + z, Ctrl + z, Ctrl + z, Ctrl + z, Ctrl + z, ………oh crap!


Congratulations!  You have recently received a file path to retrieve your hard-earned next-generation sequencing data.  You quickly transfer the files to the computing cluster you work on or perhaps, if you only have a few lanes of data, to your own computer.  But before you begin messing around with your data, you quickly realize that you should come up with a plan to back up and store unadulterated versions of your files.  This is a good decision for the following reasons, even if you are very experienced with the command line:
1.) It can be remarkably easy to delete your files (or the entire directory that they are stored in).
2.) When beginning to work with data, you could accidentally combine, misplace, rename, move, delete rows, reformat, or even overwrite files.
3.) The hard disk that the data are stored on could crash at any minute.
Now all of this may sound a little alarmist (and that is intentional), but with a few simple steps you can enjoy a peace of mind while working with your data (or going to sleep at night).  Below, I will outline the steps that I have used when working with NGS data.
Continue reading

Posted in bioinformatics, data archiving, genomics, howto | 1 Comment

What we're reading: mutational bias, local adaptation, insecticide resistance, and CC-BY licensing

Bookshelf
In the journals
Berg, J. J., and G. Coop. 2013. The population genetic signature of polygenic local adaptation. arXiv: 1307.7759v1. See also Haldane’s Sieve.

We exploit the fact that GWAS provide an estimate of the additive effect size of many loci, to estimate the mean additive genetic value for a give phenotype across many populations as simple weighted sums of allele frequencies. While these genetic values may be poor predictors of true phenotypes, they contain a great deal of information about the genetic variation underlying the phenotype of interest, and they lend themselves to a reasonably complete description under a simple null model of genetic drift.

ffrench-Constant, R. H. 2013. The molecular genetics of insecticide resistance. Genetics 194:807–815. doi: 10.1534/genetics.112.141895.

Key questions addressed are therefore: How many mutations per gene cause resistance? How many mechanisms are there per species (genome)? How many independent genetic origins (mutations) give rise to each mechanism? What new mechanisms are still undiscovered and how might they arise?

Charlesworth, B. 2013. Stabilizing selection, purifying selection and mutational bias in finite populations. Genetics 194:955–971. doi: 10.1534/genetics.113.151555.
In the news
What kind of license should you use for your open-access article?
Is the tenure track worth it even if you never get tenure?
Finally, are biologists starting too many sentences with adverbs? (via Dynamic Ecology)

Posted in linkfest | 2 Comments