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Saturday, 9 July 2011

Depression: From Treatment to Diagnosis?

In theory, medicine works like this. You get some signs or symptoms. You go to the doctor, and depending on those, you get a diagnosis. Your doctor decides on the best available treatment on that basis.

The logic of this system depends upon the sequence. A diagnosis is meant to be an objective statement about the nature of your illness; treatments (if any) come afterwards. It would be odd if the treatments on offer influenced what diagnosis you got.

An interesting paper just out suggests that exactly this kind of reverse influence has happened. The authors looked at what happened in the USA in 2003 when antidepressants were slapped with a "black box" warning, cautioning against their use in children and adolescents, due to concerns over suicide in young people.

They used the data from the annual National Ambulatory Medical Care Survey (NAMCS) and the National Hospital Ambulatory Medical Care Survey (NHAMCS). These record data on the number of patients visiting their doctor regarding different illnesses, and what medications were prescribed if any.

What happened? The warning led to a reduction in the use of antidepressants. No surprise there, but unexpectedly, this wasn't because teens who visited their doctor regarding depression, were less likely to get given these drugs.

Actually, the proportion of depression visits, that were also antidepressant visits, was almost unchanged:
The proportion of depression visits with an antidepressant prescribed, having risen from 54% in 1998–1999 to 66% in 2002–2003, remained stable in 2004–2005 (65%) and in 2006–2007 (64%)
The difference was caused by a reduction in the number of teens getting diagnosed with depression - or rather, the number of visits where depression was mentioned; we can't tell if this meant doctors were less likely to diagnose, or patients were less likely to complain, or whatever.

This graph shows the story. After 2003, both antidepressant visits and depression visits fall, while the proportion of "antidepressant & depression" visits to the total depression visits (purple line), is constant.

The effect seen is just a correlation - it might have been a coincidence that all this happened after the black box warning in 2003. It seems very likely to be causal, though. Antidepressant use was rising steadily up until that point - and in adults, both depression and antidepressant visits rose after 2003.

It's also dangerous to pile too many heavy conclusions on the back of one study. But having said that -

Getting diagnosed with depression - at least if you're a teenager in the USA - is not just a function of having certain symptoms. The treatments on offer are a factor in determining whether you're diagnosed.

One alternative view, is that the fall in depression visits represents the fact that kids on antidepressants tend to have multiple visits - in order to monitor their progress, adjust dosage etc. So when antidepressant use fell, the number of visits fell. But if it were true, we'd presumably expect to see a fall in the proportion of visits that dealt with antidepressants, which we didn't.

This is disturbing either way you look at it. If you think the pre-2003 diagnoses were appropriate, then after 2003, kids must have been going undiagnosed with depression. On the other hand, if you think post-2003 was a welcome move away from over-diagnosis of depression, then pre-2003 must have been bad.

As to what happened to the kids who would have got a diagnosis of depression post-2003 were it not for the black box warning, we've got no way of knowing.


Why did this happen? Psychologist Abraham Maslow famously said "It's tempting, if the only tool you have is a hammer, to treat everything as if it were a nail." The history of psychiatry bears this out.

Sigmund Freud's psychoanalysis was essentially the theory that most mental disturbance was a 'neurosis' or 'complex' of the kind that's best treated by lying on a coach and talking about your dreams and your childhood, which as luck would have it, was exactly what Freud had just invented.

Along came psychiatric drugs, and suddenly everything was a 'chemical imbalance'. I've previously suggested that the invention of SSRI antidepressants, in particular, may have changed the concept of depression into one which was most amenable to treatment with SSRIs.

Recently, we're seeing the rise of the view that everything from psychosis to paedophilia is about 'cognitive biases' that can be treated by the latest treatment paradigm, CBT.

We always think we've hit the nail on the head.

ResearchBlogging.orgChen SY, & Toh S (2011). National trends in prescribing antidepressants before and after an FDA advisory on suicidality risk in youths. Psychiatric services (Washington, D.C.), 62 (7), 727-33 PMID: 21724784

12 comments:

Gustavo said...

you nailed it, man (again).

petrossa said...

One down 300.000 nails to go. :(

Endless Psych said...

It isn't perhaps all that surprising that the treatments available in the USA related to whatever diagnosis is decided upon given the nature of their healthcare system.

As it is insurance driven there will be treatments that insurers will agree to cover for certain medical problems. In the case of mental health issues I am willing to bet that the majority of these are decidedly pharmacological.

Thus I suspect the 2003 black box thing is likely causal but not because they see everything as a nail but as an artefact of an insurance scheme funded healthcare system.

It may well be that the only treatments avaliable to a teen diagnosed with depression are drug based and the reduction in diagnoses may simply be medical types avoiding having to prescribe drugs they believe are linked with suicide.

Rather than showing that treatment influences diagnosis it could simply be showing that having to find a treatment insurers will pay for a diagnosis effects diagnosis. A less sexy conclusion perhaps but plausible?

Neuroskeptic said...

Endless Psych: Yes, that's a very good point, however I think that if that's what happened, it's still a case of "treatment influences diagnosis", albeit an indirect one.

petrossa said...

Since it became law to put awful images of smoking related diseases on the packages smoking didn't markedly decrease.

But it did start a new industry: cigarette pack covers.

One imagines that IF there would be an effect of the labeling/product info that would be the first and most obvious to show it.

Since it doesn't.....

Anonymous said...

"lying on s coach" is a heck of a Freudian slip, actually.

TheLastPsychiatrist said...

Interesting, but that suicide warning is a red herring. The answer is in the graph: when it's depression, they prescribed antidepressants. But they diagnosed less depression, so prescribed fewer antidepressants; or, they prescribed fewer antidepressants, so they diagnosed less depression.

Those aren't opposites, those are the same thing. The diagnosis was never really valid, so you can't make the argument the diagnosis is "wrong" or "right " or better" or "more accurate." The symptoms were first, and then a cognitive heuristic as to what to call it and what to give:

1998: irritability = depression
2008: irritability = bipolar

What happened after 2003 to decrease the use of antidepressants in kids? First, ask: what was the number 1 antidepressant in kids in 2003? Wellbutrin, which went off patent in 2005.

The perception in 2003 was that antidepressants were safER than antipsychotics for kids-- not that they were more effective. But two factors helped change that: antipsychotics being marketed as first line for bipolar and and "mood instability", and decreasing marketing of antidepressants (as they all went off patent.)

Similarly, the kids got fewer and fewer MDD diagnoses as BAD became more and more popular a diagnosis.

The same happened with antidepressants in adults (note the date, 2007)

http://thelastpsychiatrist.com/2007/04/farewell_depression.html

Anonymous said...

So, let me push back slightly on the psych explanation and offer a (possibly useless) infectious disease analogy. When I was in medical school (in the US, in the mid-90s) there was a change in HIV diagnosis once we had some sort of slightly useful treatment -- we actively were seeking it out in pneumonia patients, etc. That's a wild generalization, but once we had something to treat with, we were more open to subtle signs of a possible diagnosis (vs the full-on immune deficiency which could not be ignored). I think the same thing has happened with some of the more difficult to treat cancers -- you look for it earlier, you look for subtle clues, etc. Because you have the hammer to hit it with.

So, you take away the hammer of SRIs, and you stop looking for things which may or may not be depression in teens. A teen comes in and says the world is black, he has no energy, etc -- ok. But you start saying the risk/benefit of a maybe yes, maybe no depression Dx is not worth it.

Anonymous said...

Another factor is that doctors probably got better at screening for bipolar in the teenage population.

Most young people seek help in the depressive stage of bipolar and may overlook/forget/enjoy symptoms of mania/hypomania. In the past, many of these young people would have been mis-diagnosed with "depression"

When the mania/hypomania is taken into account, anti-depressants are no longer the treatment of choice due to concerns about "switching."

Brit in US

Neuroskeptic said...

I agree that the move away from depression probably corresponded with the move towards pediatric bipolar diagnosis.

Whether this is cause or correlation I'm not sure. It's interesting that the number of publications about pediatric bipolar started rising sharply in 2003.

Might just be a coincidence that this is when it took off, you'd need to look closely into it.

veri said...

Do these people even know how to use a hammer?

suzain said...

I hope you enjoy being here I look forward to seeing your posts :)