“In our study, we found that minimal semantic coherence—the flow of meaning from one sentence to the next—was characteristic of those young people at risk who later developed psychosis,” said Guillermo Cecchi, a biometaphorical-computing researcher for IBM Research, in an email. “It was not the average. What this means is that over 45 minutes of interviewing, these young people had at least one occasion of a jarring disruption in meaning from one sentence to the next. As an interviewer, if my mind wandered briefly, I might miss it. But a computer would pick it up.”

Researchers used an algorithm to root out such “jarring disruptions” in otherwise ordinary speech. Their semantic analysis measured coherence and two syntactic markers of speech complexity—including the length of a sentence and how many clauses it entailed. “When people speak, they can speak in short, simple sentences. Or they can speak in longer, more complex sentences, that have clauses added that further elaborate and describe the main idea,” Cecchi said. “The measures of complexity and coherence are separate and are not correlated with one another. However, simple syntax and semantic incoherence do tend to aggregate together in schizophrenia.”

Here's an example of a sentence, provided by Cecchi and revised for patient confidentiality, from one of the study’s participants who later developed psychosis:

I was always into video games. I mean, I don’t feel the urge to do that with this, but it would be fun. You know, so the one block thing is okay. I kind of lied though and I’m nervous about going back.

While the researchers conclude that language processing appears to reveal “subtle, clinically relevant mental-state changes in emergent psychosis,” their work poses several outstanding questions. For one thing, their sample size of 34 patients was tiny. Researchers are planning to attempt to replicate their findings using transcripts from a larger cohort of at-risk youths.

They’re also working to contextualize what their findings might mean more broadly. “We know that thought disorder is an early core feature of schizophrenia evident before psychosis onset,” said Cheryl Corcoran, an assistant professor of clinical psychiatry at Columbia University. “The main question then is: What are the brain mechanisms underlying this abnormality in language? And how might we intervene to address it and possibly improve prognosis? Could we improve the concurrent language problems and function of children and teenagers at risk, and either prevent psychosis or at least modify its course?”

Intervention has long been the goal. And so far it has been an elusive one. Clinicians are already quite good at identifying people who are at increased risk of developing schizophrenia, but taking that one step farther and determining which of those people will actually end up having the illness remains a huge challenge.