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Am J Psychiatry June 2023 PMID 36987598

Transdiagnostic Connectome-Based Prediction of Craving.

Kathleen A Garrison, Rajita Sinha, Marc N Potenza, Siyuan Gao, Qinghao Liang, Cheryl Lacadie, Dustin Scheinost

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Mentions

43
Peak: 29 in Jun 2023
across 4 sources since May 2021

Extended reach

334,095
potential audience

Total likes

70

Video views

146

Mentions per month

May 2021 – Oct 2025

Where it's discussed

  • X / Twitter39 posts
  • YouTube2 videos
  • LinkedIn1 posts
  • Reddit1 posts

AI synopsis

What people are saying

The group's tone combines appreciation for the study's scientific advancements, with phrases like 'well done' and noting its status on the cover, illustrating high interest and engagement. The emphasis on the 'craving network' and the potential for new treatments indicates recognition of its potential impact, though some comments suggest it’s an early step in understanding neural circuits underlying craving.

AgreementModerate agreement

Most discussions recognize the significance of the research, with many affirming its contributions to understanding craving through brain connectivity, indicating a generally positive consensus.

InterestHigh interest

The discussions demonstrate high interest, as evidenced by mentions of the study being featured on the cover and praise for the research team's work, suggesting strong engagement with the topic.

EngagementModerate engagement

Participants reference specific aspects, such as the 'craving network,' the use of connectome-based predictive modeling, and its transdiagnostic application, reflecting active engagement and curiosity.

ImpactModerate impact

There’s an implication that this research could influence future treatment strategies for substance use disorders, although full clinical impact remains to be established, giving a moderate score.

Abstract in brief

  • The study used connectome-based predictive modeling (CPM) on brain connectivity data to successfully predict craving levels in a large sample of individuals, both with and without substance use disorders, across different conditions like stress and relaxation.
  • The key brain regions linked to craving involved parts of the salience network, subcortical areas, and the default mode network, highlighting the neural circuits that are generally associated with craving across diverse individuals.
  • The researchers validated their findings with an independent sample, showing that the identified craving network could also predict food craving during fasting, which suggests that this brain network might serve as a universal marker for craving behaviors beyond just substance abuse.]
Read the full abstract

Top posts

Most liked on X and Bluesky
Dustin Scheinost
@DScheinost · X

A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Prediction of Craving“ Using task-based functional connectomes, we predicted self-reported cravings in 274 individuals with CPM. https://t.co/h1wovxAOl9

Jun 14, 2023 · 45 likes · 24 shares · 1,319 followers View post →
Rajita Sinha, PhD
@drrajitastress · X

More evidence on common brain craving circuits by @DScheinost with #katiegarrison! Well done! https://t.co/eQmhLbN1gW

Apr 6, 2023 · 9 likes · 2 shares · 796 followers View post →
Yale Psychiatry
@YalePsych · X

From left, Drs. Kathleen Garrison, @drrajitastress, Marc Potenza, and @DScheinost are co-authors of a new paper that uses connectome-based predictive modeling to predict self-reported craving from brain functional connectivity data. https://t.co/3FBMhYgGOg https://t.co/EQNex9G1Ii

May 17, 2023 · 5 likes · 31,207 followers View post →
Dustin Scheinost
@DScheinost · X

Also, check out the corresponding commentary by @_AnnaKonova_ https://t.co/KVjjIDlmDU editor spotlight by Daniel Pine: https://t.co/qqL8XTUaFX preprint: https://t.co/apZxFcLJGw

Jun 14, 2023 · 4 likes · 1,319 followers View post →
Journals of The American Psychiatric Association
@APAPubJournals · X

Transdiagnostic Connectome-Based Prediction of Craving https://t.co/gvcBIO2Bn6

Jun 20, 2023 · 2 likes · 1 share · 11,606 followers View post →
Journals of The American Psychiatric Association
@APAPubJournals · X

Connectome-based predictive modeling identified a neurofunctional “craving network,” which may be useful as a treatment target for substance use disorders. @YaleMed https://t.co/80QoOkrWCZ https://t.co/ZiTdaA13Q6

Mar 30, 2023 · 2 likes · 1 share · 11,606 followers View post →

All mentions

The Mental Elf
@Mental_Elf · X

@SSA_Addiction @YaleMed You can read their full study #LxAddictions24 https://t.co/5jJAKsC12J

Oct 25, 2024 · 98,479 followers View post →
The Mental Elf
@Mental_Elf · X

@SSA_Addiction @YaleMed Marc and his team used another model to understand transdiagnostic connectome-based prediction of craving, suggesting a common "craving network" across individuals with/without substance use-related disorders #LxAddictions24

Oct 25, 2024 · 98,479 followers View post →
Eileen
@Eileen9399 · X

RT @drrajitastress: More evidence on common brain craving circuits by @DScheinost with #katiegarrison! Well done! https://t.co/eQmhLbN1gW

Sep 5, 2023 · 2 shares · 29 followers View post →
American Neuropsychiatric Association (ANPA)
@anpadirect · X

RT @APAPubJournals: Transdiagnostic Connectome-Based Prediction of Craving https://t.co/gvcBIO2Bn6

Jul 3, 2023 · 1 share · 1,217 followers View post →
Austin Lam
@austinaldenlam · X

https://t.co/l5Y9xRTihg

Jun 29, 2023 · 1,084 followers View post →
Journals of The American Psychiatric Association
@APAPubJournals · X

Transdiagnostic Connectome-Based Prediction of Craving https://t.co/gvcBIO2Bn6

Jun 20, 2023 · 2 likes · 1 share · 11,606 followers View post →
Siyuan Gao
@CarrRickyyy · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 19, 2023 · 24 shares · 176 followers View post →
Meiling Li-李美玲
@xiaoxiaoliu44 · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 19, 2023 · 24 shares · 205 followers View post →
Yale BioImage Suite
@SuiteYale · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 18, 2023 · 24 shares · 150 followers View post →
Early N3 Lab
@N3early · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 18, 2023 · 24 shares · 121 followers View post →
Clara H. Whyte
@ClaraHWhyte · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 17, 2023 · 24 shares · 980 followers View post →
Ted Satterthwaite
@sattertt · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 17, 2023 · 24 shares · 4,223 followers View post →
Michael Fox
@foxmdphd · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 17, 2023 · 24 shares · 6,685 followers View post →
Dustin Scheinost
@DScheinost · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 1,319 followers View post →
Nicole Petersen
@tweetnicolepete · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 625 followers View post →
João Guassi Moreira
@C_Shamballa · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 1,569 followers View post →
Stephanie Noble (@sneuroble.bsky.social)
@sNeuroble · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 2,312 followers View post →
Qinghao Liang
@liang_qinghao · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 74 followers View post →
Yale Department of Radiology & Biomedical Imaging
@YaleRadiology · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 7,083 followers View post →
Saloni Mehta
@SaloniYMehta · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 16, 2023 · 24 shares · 70 followers View post →
Cognitive Neuropsychiatry
@CogNPsychiatry · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 15, 2023 · 24 shares · 2,689 followers View post →
念靖晴 | Nian Jingqing
@hnustpanda · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 15, 2023 · 24 shares · 175 followers View post →
Dongil Chung
@dongilchung · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 387 followers View post →
Jibran Khokhar
@DrJKhokhar · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 10,955 followers View post →
Matt Rosenblatt
@RosenblattMatt · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 191 followers View post →
Chris Camp - @chrisclaycamp.bsky.social
@chrisclaycamp · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 262 followers View post →
Sam.Payabvash
@SamPayabvash · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 1,718 followers View post →
Javid Dadashkarimi
@JDadashkarimi · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 1,769 followers View post →
Anna Konova
@_AnnaKonova_ · X

RT @DScheinost: A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Predi…

Jun 14, 2023 · 24 shares · 786 followers View post →
Dustin Scheinost
@DScheinost · X

Also, check out the corresponding commentary by @_AnnaKonova_ https://t.co/KVjjIDlmDU editor spotlight by Daniel Pine: https://t.co/qqL8XTUaFX preprint: https://t.co/apZxFcLJGw

Jun 14, 2023 · 4 likes · 1,319 followers View post →
Dustin Scheinost
@DScheinost · X

A bit late in posting this … Now out (and on the cover!) of the June issue of AJP: “Transdiagnostic Connectome-Based Prediction of Craving“ Using task-based functional connectomes, we predicted self-reported cravings in 274 individuals with CPM. https://t.co/h1wovxAOl9

Jun 14, 2023 · 45 likes · 24 shares · 1,319 followers View post →
Yale Psychiatry
@YalePsych · X

From left, Drs. Kathleen Garrison, @drrajitastress, Marc Potenza, and @DScheinost are co-authors of a new paper that uses connectome-based predictive modeling to predict self-reported craving from brain functional connectivity data. https://t.co/3FBMhYgGOg https://t.co/EQNex9G1Ii

May 17, 2023 · 5 likes · 31,207 followers View post →
Jibran Khokhar
@DrJKhokhar · X

RT @drrajitastress: More evidence on common brain craving circuits by @DScheinost with #katiegarrison! Well done! https://t.co/eQmhLbN1gW

Apr 6, 2023 · 2 shares · 10,955 followers View post →
Rajita Sinha, PhD
@drrajitastress · X

More evidence on common brain craving circuits by @DScheinost with #katiegarrison! Well done! https://t.co/eQmhLbN1gW

Apr 6, 2023 · 9 likes · 2 shares · 796 followers View post →
Zhiqiang Sha (@zhiqiangsha.bsky.social)
@sha_zhiqiang · X

Transdiagnostic Connectome-Based Prediction of Craving https://t.co/x4OYHbFdfC

Apr 5, 2023 · 1,419 followers View post →
Journals of The American Psychiatric Association
@APAPubJournals · X

Connectome-based predictive modeling identified a neurofunctional “craving network,” which may be useful as a treatment target for substance use disorders. @YaleMed https://t.co/80QoOkrWCZ https://t.co/ZiTdaA13Q6

Mar 30, 2023 · 2 likes · 1 share · 11,606 followers View post →
Derek Pipolo, MD
@DerekPipoloMD · X

RT @austinaldenlam: https://t.co/l5Y9xRTihg

Mar 30, 2023 · 1 share · 174 followers View post →
Austin Lam
@austinaldenlam · X

https://t.co/l5Y9xRTihg

Mar 29, 2023 · 1 like · 1 share · 1,084 followers View post →
medRxiv
@medrxivpreprint · X

Transdiagnostic connectome-based prediction of craving https://t.co/XwrBWqvie5 #medRxiv

May 25, 2021 · 1 like · 17,459 followers View post →
Introducing the RAID-FN scale to measure food noise | Zachariah ...
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https://psychiatryonline.org/doi/full/10.1176/appi.ajp.21121207 · Like · Reply · 1 Reaction 2 Reactions. Virginia W., graphic. Virginia W.

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[Article] Transdiagnostic Connectome-Based Prediction of Craving ...
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AJP **Published Online:**29 Mar 2023 DOI: https://doi.org/10.1176/appi.ajp.21121207 URL…

Mar 30, 2023 View →