Nicholas Fabiano, MD Profile picture
Apr 10 10 tweets 3 min read Read on X
This is a map of repetition among all symptoms in the DSM-5.

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These findings are from a descriptive study published in Psychological Medicine which mapped the repetition among the 1419 symptoms described in 202 diagnoses of adult psychopathology in section II of the DSM-5. 2/10 cambridge.org/core/journals/…
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The first stage of coding aimed to distil the constituent symptoms of the diagnoses in chapters 1–19 of section II of the DSM-5. The resulting list of symptoms was then coded for content overlap using both qualitative content coding and natural language processing. 3/10
In total, 202 diagnoses were represented, including 135 primary disorders and 76 specifiers or other specified disorders with additional symptoms. While repetition appeared to be pervasive, the majority (63.2%) of the 628 distinct symptoms were unique to a single diagnosis. 4/10 Image
Overall, of the 202 diagnoses represented, 140 (69.3%) had at least one symptom that repeated in another diagnosis – 118 (58.4%) in a diagnosis in another chapter. 5/10 Image
A noteworthy finding was that the symptoms in the DSM-5 that repeat most frequently, and that repeat across most chapters, are dominated by symptoms of major depressive disorder (MDD). 6/10 Image
Specifically, 10 of the top 15 most non-specific symptoms in the DSM-5 appeared in the diagnostic criteria for MDD. 7/10 Image
Perhaps MDD symptoms are psychological responses to stress, similar to how fever – a symptom that also cuts across numerous diagnostic categories – reflects an inflammatory response to cell damage or stress. 8/10
The pervasiveness of MDD symptoms throughout the DSM-5 likely hampers diagnostic accuracy through misattribution of symptoms in other diagnoses to MDD, and inflation of the rates of comorbidity due to symptom overlap with other diagnoses. 9/10
Ultimately, more empirical work on fine-grained clinical phenomena promises to improve on the reliability and validity of the DSM-5 constructs that frame much research and practice. 10/10

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More from @NTFabiano

Dec 28
The optimal amount of exercise to improve cognitive function.

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These findings are from a systematic review in Ageing Research Reviews which examined the dose-response relationship between overall and specific types of exercise with cognitive function in older adults. 2/10 sciencedirect.com/science/articl…Image
There was a non-linear, dose-response association between overall exercise and cognition, and no minimal threshold for the beneficial effect of exercise on cognition. 3/10
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Dec 27
The potential role of psilocybin to alter mechanisms associated with dementia.

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These findings are from a review in @elspharma which suggests that psilocybin may have implications in altering the progression from major depression to dementia in those at risk. 2/10 sciencedirect.com/science/articl…Image
Major depression is an established risk factor for subsequent dementia, and depression in late life may also represent a prodromal state of dementia. 3/10 Image
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Dec 26
Xanomeline-trospium is the first antipsychotic to treat schizophrenia without weight gain or neuromotor side effects.

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These findings are from our systematic review in @els_psychiatry which assessed the efficacy and safety of xanomeline-trospium in randomized controlled trials in patients with schizophrenia. 2/10sciencedirect.com/science/articl…
Currently available antipsychotic medications for schizophrenia work through blocking D2 dopamine receptors, which lead to a wide range of side effects, including weight gain, sedation, sexual side effects, and neuromotor adverse effects. 3/10 Image
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Dec 24
AI outperformed doctors on reasoning tasks.

Doctor = 30% correct diagnosis
AI = 80% correct diagnosis

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These findings are from a study in @arxiv which sought to evaluate OpenAI's o1-preview model, a model developed to increase run-time via chain of thought processes prior to generating a response. 2/8 arxiv.org/abs/2412.10849Image
Performance of large language models (LLMs) on medical tasks has traditionally been evaluated using multiple choice question benchmarks; however, such benchmarks are highly constrained, and have an unclear relationship to performance in real clinical scenarios. 3/8
Read 10 tweets
Dec 23
Living near heavy traffic is associated with a higher incidence of dementia.

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These findings are from a study in @TheLancet which aimed to investigate the association between residential proximity to major roadways and the incidence of neurological diseases. 2/10 thelancet.com/journals/lance…Image
Concern is growing that exposures associated with traffic such as air pollution and noise might contribute to neurodegenerative pathology; air pollutants and diesel exhaust induce oxidative stress and neuroinflammation, activate microglia, and stimulate neural antibodies. 3/10
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Dec 22
The universe is expanding at 72 kilometers per second per megaparsec.

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These findings are from a study in @arxiv which aimed to estimate how fast the universe was expanding. 2/14 arxiv.org/abs/2408.06153Image
To grasp this, we must first describe the Hubble constant, which tells us how fast the universe is expanding, which can be used to determine the age of the universe and its history. 3/14 Image
Read 16 tweets

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