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PostPosted: Sat Dec 05, 2009 5:17 pm
 


$1:
The looming crisis in human genetics

Nov 13th 2009
From The World in 2010 print edition
By Geoffrey Miller


Some awkward news ahead

Human geneticists have reached a private crisis of conscience, and it will become public knowledge in 2010. The crisis has depressing health implications and alarming political ones. In a nutshell: the new genetics will reveal much less than hoped about how to cure disease, and much more than feared about human evolution and inequality, including genetic differences between classes, ethnicities and races.

About five years ago, genetics researchers became excited about new methods for “genome-wide association studies” (GWAS). We already knew from twin, family and adoption studies that all human traits are heritable: genetic differences explain much of the variation between individuals. We knew the genes were there; we just had to find them. Companies such as Illumina and Affymetrix produced DNA chips that allowed researchers to test up to 1m genetic variants for their statistical association with specific traits. America’s National Institutes of Health and Britain’s Wellcome Trust gave huge research grants for gene-hunting. Thousands of researchers jumped on the GWAS bandwagon. Lab groups formed and international research consortia congealed. The quantity of published GWAS research has soared.

In 2010, GWAS fever will reach its peak. Dozens of papers will report specific genes associated with almost every imaginable trait—intelligence, personality, religiosity, sexuality, longevity, economic risk-taking, consumer preferences, leisure interests and political attitudes. The data are already collected, with DNA samples from large populations already measured for these traits. It’s just a matter of doing the statistics and writing up the papers for Nature Genetics. The gold rush is on throughout the leading behaviour-genetics centres in London, Amsterdam, Boston, Boulder and Brisbane.

GWAS researchers will, in public, continue trumpeting their successes to science journalists and Science magazine. They will reassure Big Pharma and the grant agencies that GWAS will identify the genes that explain most of the variation in heart disease, cancer, obesity, depression, schizophrenia, Alzheimer’s and ageing itself. Those genes will illuminate the biochemical pathways underlying disease, which will yield new genetic tests and blockbuster drugs. Keep holding your breath for a golden age of health, happiness and longevity.

In private, though, the more thoughtful GWAS researchers are troubled. They hold small, discreet conferences on the “missing heritability” problem: if all these human traits are heritable, why are GWAS studies failing so often? The DNA chips should already have identified some important genes behind physical and mental health. They simply have not been delivering the goods.


Certainly, GWAS papers have reported a couple of hundred genetic variants that show statistically significant associations with a few traits. But the genes typically do not replicate across studies. Even when they do replicate, they never explain more than a tiny fraction of any interesting trait. In fact, classical Mendelian genetics based on family studies has identified far more disease-risk genes with larger effects than GWAS research has so far.

Why the failure? The missing heritability may reflect limitations of DNA-chip design: GWAS methods so far focus on relatively common genetic variants in regions of DNA that code for proteins. They under-sample rare variants and DNA regions translated into non-coding RNA, which seems to orchestrate most organic development in vertebrates. Or it may be that thousands of small mutations disrupt body and brain in different ways in different populations. At worst, each human trait may depend on hundreds of thousands of genetic variants that add up through gene-expression patterns of mind-numbing complexity.

Political science

We will know much more when it becomes possible to do cheap “resequencing”—which is really just “sequencing” a wider variety of individuals beyond the handful analysed for the Human Genome Project. Full sequencing means analysing all 3 billion base pairs of an individual’s DNA rather than just a sample of 1m genetic variants as the DNA chips do. When sequencing costs drop within a few years below $1,000 per genome, researchers in Europe, China and India will start huge projects with vast sample sizes, sophisticated bioinformatics, diverse trait measures and detailed family structures. (American bioscience will prove too politically squeamish to fund such studies.) The missing heritability problem will surely be solved sooner or later.

The trouble is, the resequencing data will reveal much more about human evolutionary history and ethnic differences than they will about disease genes. Once enough DNA is analysed around the world, science will have a panoramic view of human genetic variation across races, ethnicities and regions. We will start reconstructing a detailed family tree that links all living humans, discovering many surprises about mis-attributed paternity and covert mating between classes, castes, regions and ethnicities.

We will also identify the many genes that create physical and mental differences across populations, and we will be able to estimate when those genes arose. Some of those differences probably occurred very recently, within recorded history. Gregory Cochran and Henry Harpending argued in “The 10,000 Year Explosion” that some human groups experienced a vastly accelerated rate of evolutionary change within the past few thousand years, benefiting from the new genetic diversity created within far larger populations, and in response to the new survival, social and reproductive challenges of agriculture, cities, divisions of labour and social classes. Others did not experience these changes until the past few hundred years when they were subject to contact, colonisation and, all too often, extermination.

If the shift from GWAS to sequencing studies finds evidence of such politically awkward and morally perplexing facts, we can expect the usual range of ideological reactions, including nationalistic retro-racism from conservatives and outraged denial from blank-slate liberals. The few who really understand the genetics will gain a more enlightened, live-and-let-live recognition of the biodiversity within our extraordinary species—including a clearer view of likely comparative advantages between the world’s different economies.


Source: http://www.economist.com/displaystory.c ... d=14742737


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PostPosted: Sat Dec 05, 2009 6:04 pm
 


:roll:


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PostPosted: Thu Mar 11, 2010 11:10 am
 


Wow, the economist usually does a decent job of reporting, but that article is pure BS. Take this quote:

$1:
They hold small, discreet conferences on the “missing heritability” problem: if all these human traits are heritable, why are GWAS studies failing so often? The DNA chips should already have identified some important genes behind physical and mental health. They simply have not been delivering the goods.

This is simply wrong. Nothing is "discreet" about our conferences; I just returned from an international meeting in Banff that was widely advertized, and whose GWAS content was touted as a reason to attend. Likewise, the economist is outright lying about the results of these GWAS studies - the recently finished GWAS for atherosclerosis identified over 100 genes involved in the disease, about half of which were not previously known. If it weren't for that scan, I wouldn't have the information necessary to conduct my current studies. Other successful GWAS studies have identified previously unknown susceptibility/resistance genes for a huge range of disease - diabetes, three of four kinds of cancer, autism, schizophrenia, various autoimmune disorders, obesity, COPD, and so forth. The simple reality is that over 100 GWAS have been published to date, and every one provided some degree of useful information.

$1:
classical Mendelian genetics based on family studies has identified far more disease-risk genes with larger effects than GWAS research has so far

This is misleading in two ways - firstly, we've been doing Mendelean studies since the early 1900's; GWAS since ~5 years ago. Not too surprisingly, GWAS haven't caught up yet. Secondly, GWAS are specifically designed to find genes in multigenic traits - something traditional Mendelean methods simply cannot do. So the two methods don't even address the same kinds of questions.

And lastly:
$1:
including genetic differences between classes, ethnicities and races

This is just silly; that genetic differences exist between human populations is no mystery; we've known about this for decades. But the concerns raised in this article are unfounded, given what we know. What are commonly referred to as "races" don't really exist at the genetic level. There are genetically distinct human populations, but the typical racial features - skin/hair colour, shape of body/face, etc - are very poor indicators. For example "black" people comprise 8-12 distinct genetic groups, while "whites" "arabs" and "indians" (the ones from India) are all one genetic group.

And GWAS are not what are going to find these "racial" things; the economist screwed up their basic science. It SNP analysis that reveals these things; those SNP analysis have to be done before GWAS are even possible.

Bryan


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PostPosted: Thu Mar 11, 2010 1:29 pm
 


Economists know nothing, just look at who's supposedly running Canada to figure that one out :roll:


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