The five categories, defined by their specific symptoms and areas of brain activation, are tension, anxious arousal, general anxiety, anhedonia - the inability to feel pleasure - and melancholia.
"We are trying to disentangle the symptom overlap in our current diagnoses which can ultimately guide tailored treatment choices," the researchers wrote in the study published in journal JAMA Psychiatry.
The research helps better define mental illness in order to provide improved treatment plans for the millions of patients who suffer from these disorders.
The broad diagnostic categories as defined by the Diagnostic and Statistical Manual of Mental Disorders, such as anxiety and depression, have so many overlapping symptoms that it is difficult to identify biological markers for potential treatments or cures, researchers said.
"Currently, the treatments would be the same for anyone in these broad categories," said Leanne Williams from Stanford University in the US.
"By refining the diagnosis, better treatment options could be prescribed, specifically for that type of anxiety or depression," said Williams.
The participants underwent a series of tests involving brain mapping, self reporting of symptoms, and psychiatric diagnostic testing.
Researchers measured how well participants functioned in everyday life, their capacity for building social relationships and general outlook on life.
The same tests were conducted with a second independent sample of 381 people. Using a data-driven approach that involved machine learning algorithms, researchers processed the data and were able to identify the same five new categories across both groups.
Results showed that 13 per cent of participants were characterised by anxious arousal, nine per cent by general anxiety, seven per cent by anhedonia, nine per cent by melancholia and 19 per cent by tension.
Tension was defined by irritability. People are overly sensitive, touchy, and overwhelmed. The anxiety makes the nervous system hypersensitive, researchers said.
Anxious arousal is when cognitive functioning, such as the ability to concentrate and control thoughts, is impaired.
Physical symptoms include a racing heart, sweating, and feeling stressed.
"People say things like 'I feel like I'm losing my mind. They can't remember from one moment to the next," said Williams.
Melancholia is when people experience problems with social functioning. Restricted social interactions further cause distress.
Disclaimer: No Business Standard Journalist was involved in creation of this content
You’ve reached your limit of {{free_limit}} free articles this month.
Subscribe now for unlimited access.
Already subscribed? Log in
Subscribe to read the full story →
Smart Quarterly
₹900
3 Months
₹300/Month
Smart Essential
₹2,700
1 Year
₹225/Month
Super Saver
₹3,900
2 Years
₹162/Month
Renews automatically, cancel anytime
Here’s what’s included in our digital subscription plans
Exclusive premium stories online
Over 30 premium stories daily, handpicked by our editors


Complimentary Access to The New York Times
News, Games, Cooking, Audio, Wirecutter & The Athletic
Business Standard Epaper
Digital replica of our daily newspaper — with options to read, save, and share


Curated Newsletters
Insights on markets, finance, politics, tech, and more delivered to your inbox
Market Analysis & Investment Insights
In-depth market analysis & insights with access to The Smart Investor


Archives
Repository of articles and publications dating back to 1997
Ad-free Reading
Uninterrupted reading experience with no advertisements


Seamless Access Across All Devices
Access Business Standard across devices — mobile, tablet, or PC, via web or app
