Cargando…
Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery
BACKGROUND/OBJECTIVES: Despite the effectiveness of bariatric surgery, there is still substantial variability in long-term weight outcomes and few factors with predictive power to explain this variability. Neuroimaging may provide a novel biomarker with utility beyond other commonly used variables i...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6319374/ https://www.ncbi.nlm.nih.gov/pubmed/28894291 http://dx.doi.org/10.1038/ijo.2017.190 |
_version_ | 1783385058246131712 |
---|---|
author | Holsen, Laura M. Davidson, Paul Cerit, Hilal Hye, Taryn Moondra, Priyanka Haimovici, Florina Sogg, Stephanie Shikora, Scott Goldstein, Jill M. Evins, A. Eden Stoeckel, Luke E. |
author_facet | Holsen, Laura M. Davidson, Paul Cerit, Hilal Hye, Taryn Moondra, Priyanka Haimovici, Florina Sogg, Stephanie Shikora, Scott Goldstein, Jill M. Evins, A. Eden Stoeckel, Luke E. |
author_sort | Holsen, Laura M. |
collection | PubMed |
description | BACKGROUND/OBJECTIVES: Despite the effectiveness of bariatric surgery, there is still substantial variability in long-term weight outcomes and few factors with predictive power to explain this variability. Neuroimaging may provide a novel biomarker with utility beyond other commonly used variables in bariatric surgery trials to improve prediction of long-term weight loss outcomes. The purpose of this study was to evaluate the effects of sleeve gastrectomy (SG) on reward and cognitive control circuitry post-surgery and determine the extent to which baseline brain activity predicts weight loss at 12-months post-surgery. SUBJECTS/METHODS: Using a longitudinal design, behavioral, hormone, and neuroimaging data (during a desire for palatable food regulation paradigm) were collected from 18 patients undergoing SG at baseline (<1 month prior) and 12-months post-SG. RESULTS: SG patients lost an average of 29.0% of their weight (% total weight loss, %TWL) at 12-months post-SG, with significant variability (range: 16.0–43.5%). Maladaptive eating behaviors (uncontrolled, emotional, and externally-cued eating) improved (p<0.01), in parallel with reductions in fasting hormones (acyl ghrelin, leptin, glucose, insulin; p<0.05). Brain activity in the nucleus accumbens (NAcc), caudate, pallidum, and amygdala during desire for palatable food enhancement vs. regulation decreased from baseline to 12-months [p(FWE)<0.05]. Dorsolateral and dorsomedial prefrontal cortex activity during desire for palatable food regulation (vs. enhancement) increased from baseline to 12-months [p(FWE)<0.05]. Baseline activity in the NAcc and hypothalamus during desire for palatable food enhancement was significantly predictive of %TWL at 12-months [p(FWE)<0.05], superior to behavioral and hormone predictors, which did not significantly predict %TWL (p>0.10). Using stepwise linear regression, left NAcc activity accounted for 54% of the explained variance in %TWL at 12-months. CONCLUSIONS: Consistent with previous obesity studies, reward-related neural circuit activity may serve as an objective, relatively robust predictor of post-surgery weight loss. Replication in larger studies is necessary to determine true effect sizes for outcome prediction. |
format | Online Article Text |
id | pubmed-6319374 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
record_format | MEDLINE/PubMed |
spelling | pubmed-63193742019-01-04 Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery Holsen, Laura M. Davidson, Paul Cerit, Hilal Hye, Taryn Moondra, Priyanka Haimovici, Florina Sogg, Stephanie Shikora, Scott Goldstein, Jill M. Evins, A. Eden Stoeckel, Luke E. Int J Obes (Lond) Article BACKGROUND/OBJECTIVES: Despite the effectiveness of bariatric surgery, there is still substantial variability in long-term weight outcomes and few factors with predictive power to explain this variability. Neuroimaging may provide a novel biomarker with utility beyond other commonly used variables in bariatric surgery trials to improve prediction of long-term weight loss outcomes. The purpose of this study was to evaluate the effects of sleeve gastrectomy (SG) on reward and cognitive control circuitry post-surgery and determine the extent to which baseline brain activity predicts weight loss at 12-months post-surgery. SUBJECTS/METHODS: Using a longitudinal design, behavioral, hormone, and neuroimaging data (during a desire for palatable food regulation paradigm) were collected from 18 patients undergoing SG at baseline (<1 month prior) and 12-months post-SG. RESULTS: SG patients lost an average of 29.0% of their weight (% total weight loss, %TWL) at 12-months post-SG, with significant variability (range: 16.0–43.5%). Maladaptive eating behaviors (uncontrolled, emotional, and externally-cued eating) improved (p<0.01), in parallel with reductions in fasting hormones (acyl ghrelin, leptin, glucose, insulin; p<0.05). Brain activity in the nucleus accumbens (NAcc), caudate, pallidum, and amygdala during desire for palatable food enhancement vs. regulation decreased from baseline to 12-months [p(FWE)<0.05]. Dorsolateral and dorsomedial prefrontal cortex activity during desire for palatable food regulation (vs. enhancement) increased from baseline to 12-months [p(FWE)<0.05]. Baseline activity in the NAcc and hypothalamus during desire for palatable food enhancement was significantly predictive of %TWL at 12-months [p(FWE)<0.05], superior to behavioral and hormone predictors, which did not significantly predict %TWL (p>0.10). Using stepwise linear regression, left NAcc activity accounted for 54% of the explained variance in %TWL at 12-months. CONCLUSIONS: Consistent with previous obesity studies, reward-related neural circuit activity may serve as an objective, relatively robust predictor of post-surgery weight loss. Replication in larger studies is necessary to determine true effect sizes for outcome prediction. 2017-08-14 2018-04 /pmc/articles/PMC6319374/ /pubmed/28894291 http://dx.doi.org/10.1038/ijo.2017.190 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Holsen, Laura M. Davidson, Paul Cerit, Hilal Hye, Taryn Moondra, Priyanka Haimovici, Florina Sogg, Stephanie Shikora, Scott Goldstein, Jill M. Evins, A. Eden Stoeckel, Luke E. Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery |
title | Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery |
title_full | Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery |
title_fullStr | Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery |
title_full_unstemmed | Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery |
title_short | Neural Predictors of 12-Month Weight Loss Outcomes Following Bariatric Surgery |
title_sort | neural predictors of 12-month weight loss outcomes following bariatric surgery |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6319374/ https://www.ncbi.nlm.nih.gov/pubmed/28894291 http://dx.doi.org/10.1038/ijo.2017.190 |
work_keys_str_mv | AT holsenlauram neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT davidsonpaul neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT cerithilal neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT hyetaryn neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT moondrapriyanka neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT haimoviciflorina neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT soggstephanie neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT shikorascott neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT goldsteinjillm neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT evinsaeden neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery AT stoeckellukee neuralpredictorsof12monthweightlossoutcomesfollowingbariatricsurgery |