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Researchers find five distinct biological patterns in depression

A new study suggests the condition covers several different biological profiles rather than one single disease.

12 Oct 2026

#University of Helsinki #ScienceDaily #Magnetoencephalography #Depression

Depression affects many people but symptoms vary widely across individuals. One person might struggle with persistent anxiety while another experiences trauma related issues or substance abuse. Researchers wanted to know if these differences appear in brain function too.

Scientists at the University of Helsinki investigated this by examining brain activity in 263 people with depression. They compared them against a group of 75 healthy participants to provide a baseline. This setup allowed researchers to spot biological differences between groups.

To capture fast signals, the team used magnetoencephalography, or MEG. This technique detects faint magnetic fields produced by electrical activity in the brain. It tracks changes with millisecond precision better than slower methods.

The analysis revealed five distinct groups based on functional connectivity patterns. This measure shows how closely activity in different brain regions is coordinated when they work together. Each group had a characteristic pattern of communication between areas.

One group displayed strong connections alongside severe symptoms like depression, anxiety, and rumination. Another profile featured weaker communication between brain regions and generally milder depression overall. These contrasting results help explain why earlier studies sometimes reached conflicting conclusions.

Illustrative photo: Bhautik Patel / Unsplash

A third group showed reduced connectivity across substantial portions of the brain with prominent PTSD symptoms. This mixed connectivity type involved unusually strong connections in some areas paired with weaker ones elsewhere. Participants in this category tended to experience severe depression and substance abuse issues.

The fifth group had the strongest connections of any identified, while trauma symptoms were less pronounced than in other groups. Substance abuse was a particularly prominent issue for these participants. All five groups also showed differences from healthy participants regarding brain region involvement.

Director Satu Palva noted that some connectivity was unusually strong while other cases were weaker than normal. She said depression may not have a single consistent biological signature, involving several distinct patterns instead. The condition could involve different combinations of patients even under the same diagnosis.

The discovery raises the possibility for more personalized mental health care in the future. Treatments might eventually be selected partly according to an individual's brain activity pattern. This could help reduce the trial and error involved in finding effective therapy.

Researchers emphasize that findings are not yet ready for clinical use today. Brain measurements cannot currently be used to choose the right treatment for patients. A major long-term goal remains linking biological patterns with patient experiences more precisely.

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