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Showing posts with label risk factors. Show all posts
Showing posts with label risk factors. Show all posts

Tuesday, July 10, 2018

The Amazing Complexity of Environmental Research in Psychiatry





In my Psychology Today post of 12/24/12, Why Psychotherapy Outcome Studies are Nearly Impossible, I discussed the large number of variables that are not taken into consideration in those studies which bring any conclusions drawn from them into question. These include variations in therapist techniques that aren’t measured, sampling problems with people that can have wide variations in their proclivities and sensitivities, problems with finding an active control treatment, the lack of double blinding, and lack of complete candor by subjects.

The same types of issues apply to epidemiological research into environmental risk factors for various psychiatric disorders. Most studies try to measure the effect of a single environmental exposure on a single outcome—something that rarely exists in the real world.

In a “viewpoint” article from JAMA Psychiatry published online on June 6, 2018, by Guloksuz, van Os, and Rutten ("The Exposome Paradigm and the Complexities of Environmental Research in Psychiatry"),the authors discuss characteristics of the environment as they do function in the real world. They speak of multiple “networks of many interacting elements…”

Individuals are exposed to these elements as they accumulate over time, so that one single exposure usually means very little. Exposure also is “dynamic, interactive, and intertwined" with various other domains including those internal to individuals, what individuals do within various contexts, and the external environment itself—which is constantly changing. Last but not least, each individual attributes a different, and sometimes changing, psychological meaning to everything that happens to them. This meaning attribution can alter the effect of each environmental exposure dramatically.

Each environmental factor confers risk for a "diverse set of mental disorders." These factors are far from universal so that some people remain completely unexposed to them. They interact with each other so they are not independent. They are time sensitive. They are dose dependent even within similar environments, meaning individuals are not exposed to them at the same level. They can be subject to being confounded by each individual’s differing genetic propensities.

With all that to consider, drawing final conclusions from a few studies just does not cut it as real science. But the field tends to believe in those conclusions as if they were gospel.

Tuesday, May 14, 2013

Genes, Environment, and Strategic Planning in Human Behavior: a Primer




Most psychiatrists used to agree that, in order to best treat patients with psychological problems, we should use what has been termed the biopsychosocial model. This means that both the behavior problem and/or mental disorder is caused or maintained by a combination of factors including biological and genetic propensities, psychological processes including affects, cognitions, defenses, etc., and social factors such as dysfunctional interpersonal relationships and history of trauma.  Treatment should address all of the important contributing factors.

If fact, there are no biological, psychological, or social factors that are either necessary or sufficient to produce the vast majority of mental disorders and behavioral problems. There are only risk factors, or factors that increase or decrease the odds that someone will develop and/or maintain such problems.  Whichever factor you choose, some people will have none of it and will develop the disorder, while others will have a lot of it and not develop the disorder.

In theory, no one in the field will admit that they favor only focusing on one domain or another, or as philosophers call doing that, reductionism. But lately, psychiatrists in particular are using a bio-bio-bio model. In particular, genetic influences on behavior are grossly exaggerated, despite the fact that any neurobiologist worth his salt knows that no complex human behavior is caused by one gene or one group of genes.

Human beings are not very instinctual. A great deal of what we do is learned.  Hell, we don’t even know how to do something as biologically important as procreate, unless someone tells us how or we discover sexual intercourse through trial and error. (Fortunately, most of us figure it out eventually). We all have the biological urge to merge, of course, but how to go about it? We don’t know innately. Unlike say, a certain species of wasp that always does a complicated mating dance that is identical to that performed by every other wasp of the same species - without the benefit of having seen another wasp do the dance.

It is important to remember that the vast majority of genes in a given cell are turned off. They ain’t doin’ nothin’. They only get turned on by environmental factors. In terms of neurons, the environmental factors that turn them off and on are quite often those from the interpersonal environment. Furthermore, all neural pathways in the brain compete with each other in a Darwinian, survival of the fittest sense. If they are not stimulated by the environment, synaptic connections between neurons weaken and then disappear altogether. If they are stimulated repeatedly, they get stronger (long-term potentiation).

The only exceptions are certain tracts in a part of the brain called the amygdala, which form early in life in response to attachment figures. You know, parents. These synaptic pathways seem to be highly resistant to weakening through the usual process of neural plasticity. They can be overridden but not destroyed. There are, in fact, cells in the amygdala that respond only to a mother’s face, and others that respond only to a father's. Maybe Freud was on to something after all.

And then there’s the matter of a major function of the human brain: the ability to set goals, make mental models of possible strategies for achieving those goals, planning them out, anticipating and visualizing problems that may arise, putting effort into them, revising them along the way as new information becomes available, and then achieving them. This brain function seems to be thought of as non-existent by those who study the "heritability" of human behavior. This, despite the fact that those who design such studies are in the process of doing that very thing!!

Allow me to provide a primer on the nature of human behavior and its antecedents, using human language as the example.

Beginning with linguistics expert Noam Chomsky (whatever you think of his politics being irrelevant), linguists have shown repeatedly that there is a huge genetic component to human language. The human brain structure limits the possible syntactical and grammatical forms language can take, as well as the available sounds.

Noam Chomsky

However, whether you speak Greek or Swahili is entirely determined, 100%, by your environment.

And whether you speak Greek and Swahili is usually determined 100% by your conscious decision to learn a second language and the effort you choose to put into the task.