Imaging Biomarkers in SUD

Imaging Biomarkers in SUD explores what brain imaging really adds to the care of substance use disorders—what is robust, what is promising, and where caution is warranted. This page translates neuroscience into clinical prudence. We summarize consistent MRI/PET findings in reward, control, and salience networks; clarify when imaging may stratify risk or predict response; and map those insights to levers you already use—CBT/MI, contingency management, sleep/circadian repair, exercise, and medications that reduce craving or improve control. If you’re comparing approaches at a SUD imaging conference, you’ll find practical guidance on endpoints that matter (function, retention, safety), consent and privacy language for clinical/research settings, and ways to combine imaging with digital phenotyping and registries so results travel beyond the scanner. The throughline: imaging should inform care, not replace it.

Translation requires humility and equity. We outline when no-scan strategies are the right choice—using behavioral proxies like sustained attention tasks, craving diaries, and sleep metrics to track the same circuits—so services without access aren’t left behind. Where neuromodulation (TMS/ECT) is considered, we connect symptom profiles to plausible targets and emphasize sleep timing to support plasticity. We discuss avoiding therapeutic misconception, handling incidental findings, and ensuring diverse participation in research so markers generalize. Finally, we show how to communicate results in plain language to patients and teams—“what this means for your plan”—and how to iterate with learning health systems that pair imaging, phenotypes, and outcomes over time. Use imaging like any tool in medicine: for the right question, at the right time, with the right expectations.

From Scanner to Strategy

Threat and salience

  • Hypervigilance maps to amygdala–insula networks.
  • Pair with exposure, mindfulness, and cue control.

Reward hyporesponsivity

  • Tie anhedonia to mesolimbic signaling.
  • Use activation, CM, and exercise routines.

Reward hyporesponsivity

  • Tie anhedonia to mesolimbic signaling.
  • Use activation, CM, and exercise routines.

Default-mode overactivity

  • Rumination undermines change.
  • Mindfulness and values-based actions refocus effort.

Methods, Ethics, and Integration

Endpoints that matter
Function, retention, and safety—not just signal change.

Equity and access
Avoid widening gaps; use low-tech proxies.

Safety and consent
Clear language; respect privacy and incidental findings.

Digital phenotyping
Combine passive data with actionable plans.

Neuromodulation links
Align targets with symptoms for TMS/ECT when indicated.

Neuromodulation links
Align targets with symptoms for TMS/ECT when indicated.

RWE bridges
Registries that pair imaging with outcomes.

Communication
Plain-language reports for patients and teams.

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