Resting-state connectivity subtype of comorbid PTSD and alcohol use disorder moderates improvement from integrated prolonged exposure therapy in Veterans

被引:7
作者
Stout, Daniel M. [1 ,2 ,3 ]
Harle, Katia M. [2 ,3 ]
Norman, Sonya B. [1 ,2 ,3 ,4 ]
Simmons, Alan N. [1 ,2 ,3 ]
Spadoni, Andrea D. [1 ,2 ,3 ]
机构
[1] VA San Diego Healthcare Syst, Ctr Excellence Stress & Mental Hlth, San Diego, CA 92161 USA
[2] VA San Diego Healthcare Syst, Res Serv, San Diego, CA 92161 USA
[3] Univ Calif San Diego, Dept Psychiat, San Diego, CA 92103 USA
[4] Natl Ctr PTSD, White River Jct, VT USA
关键词
Alcohol use disorder; biomarkers; fMRI; network connectivity; PTSD; treatment prediction; POSTTRAUMATIC-STRESS-DISORDER; COGNITIVE-BEHAVIORAL THERAPY; NATIONAL EPIDEMIOLOGIC SURVEY; INFERIOR PARIETAL LOBULE; FUNCTIONAL CONNECTIVITY; CINGULATE CORTEX; PSYCHIATRIC-DISORDERS; BRAIN CONNECTIVITY; PREDICTS RESPONSE; BIOMARKERS;
D O I
10.1017/S0033291721001513
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Background Posttraumatic stress disorder (PTSD) and alcohol use disorder (AUD) are highly comorbid and are associated with significant functional impairment and inconsistent treatment outcomes. Data-driven subtyping of this clinically heterogeneous patient population and the associated underlying neural mechanisms are highly needed to identify who will benefit from psychotherapy. Methods In 53 comorbid PTSD/AUD patients, resting-state functional magnetic resonance imaging was collected prior to undergoing individual psychotherapy. We used a data-driven approach to subgroup patients based on directed connectivity profiles. Connectivity subgroups were compared on clinical measures of PTSD severity and heavy alcohol use collected at pre- and post-treatment. Results We identified a subgroup of patients associated with improvement in PTSD symptoms from integrated-prolonged exposure therapy. This subgroup was characterized by lower insula to inferior parietal cortex (IPC) connectivity, higher pregenual anterior cingulate cortex (pgACC) to posterior midcingulate cortex connectivity and a unique pgACC to IPC path. We did not observe any connectivity subgroup that uniquely benefited from integrated-coping skills or subgroups associated with change in alcohol consumption. Conclusions Data-driven approaches to characterize PTSD/AUD subtypes have the potential to identify brain network profiles that are implicated in the benefit from psychological interventions - setting the stage for future research that targets these brain circuit communication patterns to boost treatment efficacy.
引用
收藏
页码:332 / 341
页数:10
相关论文
共 86 条
[1]   The search for imaging biomarkers in psychiatric disorders [J].
Abi-Dargham, Anissa ;
Horga, Guillermo .
NATURE MEDICINE, 2016, 22 (11) :1248-1255
[2]   A Network-Based Neurobiological Model of PTSD: Evidence From Structural and Functional Neuroimaging Studies [J].
Akiki, Teddy J. ;
Averill, Christopher L. ;
Abdallah, Chadi G. .
CURRENT PSYCHIATRY REPORTS, 2017, 19 (11)
[3]  
Balderston NL, 2017, ELIFE, V6, DOI [10.7554/eLife.23603, 10.7554/eLife.23608]
[4]   Amygdala functional connectivity in the acute aftermath of trauma prospectively predicts severity of posttraumatic stress symptoms [J].
Belleau, Emily L. ;
Ehret, Lauren E. ;
Hanson, Jessica L. ;
Brasel, Karen J. ;
Larson, Christine L. ;
deRoon-Cassini, Terri A. .
NEUROBIOLOGY OF STRESS, 2020, 12
[5]   Network Mapping with GIMME [J].
Beltz, Adriene M. ;
Gates, Kathleen M. .
MULTIVARIATE BEHAVIORAL RESEARCH, 2017, 52 (06) :789-804
[6]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[7]   Generalizability of Neuroimaging Studies in 5 Common Psychiatric Disorders Based on the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) [J].
Blanco, Carlos ;
Wall, Melanie M. ;
Lindquist, Martin A. ;
Rodriguez-Fernandez, Jorge Mario ;
Franco, Silvia ;
Wang, Shuai ;
Olfson, Mark .
JOURNAL OF CLINICAL PSYCHIATRY, 2016, 77 (12) :E1618-E1625
[8]   Comorbidity of posttraumatic stress disorder with alcohol dependence among US adults: Results from National Epidemiological Survey on Alcohol and Related Conditions [J].
Blanco, Carlos ;
Xu, Yang ;
Brady, Kathleen ;
Perez-Fuentes, Gabriela ;
Okuda, Mayumi ;
Wang, Shuai .
DRUG AND ALCOHOL DEPENDENCE, 2013, 132 (03) :630-638
[9]   Interference control training for PTSD: A randomized controlled trial of a novel computer-based intervention [J].
Bomyea, Jessica ;
Stein, Murray B. ;
Lang, Ariel J. .
JOURNAL OF ANXIETY DISORDERS, 2015, 34 :33-42
[10]  
Brown T.A., 2015, Confirmatory Factor Analysis for Applied Research, V2nd, DOI DOI 10.19030/AJBE.V6I3.7818