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Wang J, Wang Z, Wang X, Ji L, Li Y, Cheng C, Su T, Wang E, Han F, Chen R. Altered brain dynamic functional connectivity in patients with obstructive sleep apnea and its association with cognitive performance. Sleep Med 2025; 128:174-182. [PMID: 39954375 DOI: 10.1016/j.sleep.2025.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 02/03/2025] [Accepted: 02/04/2025] [Indexed: 02/17/2025]
Abstract
OBJECTIVES Obstructive sleep apnea (OSA) is associated with potential disruptions in brain function and structure. The aim was to investigate alterations in dynamic functional connectivity (dFC) in OSA patients utilizing resting-state functional magnetic resonance imaging (rs-fMRI) and multiplication of temporal derivatives (MTD) to better understand the neurological implications of OSA. METHODS This cross-sectional study eventually recruited 111 patients, aged 25-65 years. We categorized participants based on the apnea-hypopnea index (AHI) assessed via polysomnography (PSG), 43 patients were groupAHI <15 and 68 patients were group AHI ≥15. Rs-fMRI and neuropsychological assessments were conducted to assess the brain function and visual-spatial memory, respectively. We evaluated the intergroup differences in dFC as well as its correlation with clinical parameters. RESULTS The dFC analysis identified five distinct connectivity states, comprising four hyperconnected states (State 1, 2, 3, and 5) and one hypoconnected state (State 4). Group AHI≥ 15 showed altered fraction time (FT) and mean dwell time (MDT) in States 1, 3, and 4. The partial correlation showed that the FT/MDT of State 1 negatively correlated with hypoxia parameters, while the FT/MDT of State 3 positively correlated with total sleep time in Group AHI≥ 15. Group AHI≥ 15 exhibited a negative association between FT of state 3 and Visuospatial/Executive score in MoCA (r = -0.297, p = 0.033). CONCLUSIONS Untreated male moderate to severe OSA patients exhibited altered in dFC, which significantly correlated with hypoxia parameters and cognitive performance, high lighting that dFC changes may be an indicator of the neurological consequence of OSA, especially moderate to severe OSA.
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Affiliation(s)
- Jing Wang
- Department of Respiratory and Critical Care, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China; Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Zhijun Wang
- Department of Respiratory and Critical Care, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China; Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Xin Wang
- Department of Respiratory and Critical Care, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China; Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Lirong Ji
- Department of Radiology, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Yezhou Li
- Oxford University and Oxford University Hospitals NHS Foundation Trust, United Kingdom
| | - Chaohong Cheng
- Department of Respiratory and Critical Care, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China; Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Tong Su
- Department of Respiratory and Critical Care, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China; Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Erlei Wang
- Department of Radiology, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Fei Han
- Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China
| | - Rui Chen
- Department of Respiratory and Critical Care, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China; Department of Sleep Centre, The Second Affiliated Hospital of Soochow University, 1055 Sanxiang Road, Suzhou, China.
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Gutierrez A, Taffe MA. Persistent effects of repeated adolescent and adult heroin vapor inhalation in female Wistar rats. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.06.592492. [PMID: 38765990 PMCID: PMC11100616 DOI: 10.1101/2024.05.06.592492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Adolescent drug exposure has been associated with more severe mental health outcomes related to substance abuse and anxiety disorders. The aim of the present study was to contrast the long-term effects of repeated heroin vapor inhalation during adolescence with similar heroin exposure in adulthood. Groups of female Wistar rats underwent twice daily 30-minute sessions of heroin or propylene glycol (control) vapor inhalation from postnatal days (PND) 36-45 or PND 85-94, respectively. Nociception was assessed after vapor inhalation sessions and forty days later, for the Adolescent-Exposed and Adult-Exposed groups. Anxiety-like behavior was assessed with an elevated plus-maze (EPM) and spatial learning was assessed with a Barnes maze. Acute effects of naloxone (0.3 mg/kg, i.p.) and heroin (0.5 and 1.0 mg/kg, s.c.) on thermal nociception were determined on PND 140/189 and PND 149/198, respectively. Repeated heroin vapor inhalation produced anti-nociceptive tolerance across sessions in both adolescent and adult rats, with the adolescents exhibiting more complete tolerance. Heroin vapor inhalation produced anxiolytic effects, regardless of age of exposure. There were no effects of heroin on spatial learning. Naloxone produced acute hyperalgesia in all but the Adolescent-Exposed heroin group, and heroin anti-nociception was blunted in both heroin-exposed groups at the highest heroin dose. Repeated heroin vapor inhalation can produce lasting effects on nociception and anxiety-like behavior that persist for months after the exposure. Importantly, these findings suggest that adolescent exposure to heroin vapor produces specific effects on nociception that are not observed when exposure occurs in adulthood.
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Affiliation(s)
- Arnold Gutierrez
- Department of Psychiatry, University of California, San Diego; La Jolla, CA, USA
| | - Michael A Taffe
- Department of Psychiatry, University of California, San Diego; La Jolla, CA, USA
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Wang H, Liu L, Zhou X, Guan Y, Li Y, Chen P, Duan R, Yang W, Rong X, Wu C, Yang J, Yang M, Jia Y, Hu J, Zhu X, Peng Y. Efficacy and safety of short-term edaravone or nerve growth factor add-on therapy for alcohol-related brain damage: A multi-centre randomised control trial. Addiction 2024; 119:717-729. [PMID: 38049955 DOI: 10.1111/add.16398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 10/24/2023] [Indexed: 12/06/2023]
Abstract
AIMS To measure the therapeutic effect of an anti-oxidant, edaravone (EDV), or neurotrophic treatment with nerve growth factor (NGF) as an add-on treatment for alcohol-related brain damage (ARBD). DESIGN Multi-centre, randomised, single-blinded, comparative clinical trial. SETTING AND PARTICIPANTS One hundred and twenty-two inpatients recruited from seven hospitals in different regions of China, all diagnosed with ARBD and aged 18 to 65 years old; among them, only two were female. INTERVENTION AND COMPARATOR Patients were randomly assigned to receive one of three treatments for 2 weeks: 40 patients, treatment as usual (TAU: a combination of intramuscular injections of thiamine, intravenous infusions of other B vitamins with vitamin C and oral medication with vitamin E per day); 40, EDV add-on treatment to TAU (intravenous infusion with 30 mg of EDV twice per day); and 42, NGF add-on treatment to TAU (intramuscular injection of 20 μg of NGF per day). The patients underwent follow-up for 24 weeks. MEASUREMENTS The primary outcome was the composite score of executive cognitive function in the 2nd week after treatment, which was measured as the mean of the Z scores of the assessments, including the digit symbol substitute test (DSST), digit span memory test-forward (DST-F), digit span memory test-reverse (DST-R) and space span memory test (SSMT). The secondary outcomes were the composite scores at later follow-ups, the score for each component of cognitive function, global cognitive function measured by the Montreal Cognitive Assessment (MoCA), craving for alcohol and the safety of the therapies. FINDINGS EDV add-on treatment improved the composite score of executive cognitive function better than TAU in the 2nd week (adjusted mean difference: 0.24, 95% confidence interval 0.06 to 0.41; P = 0.008), but NGF add-on treatment did not (adjusted mean difference: 0.07, 95% confidence interval -0.09 to 0.24; P = 0.502). During the follow-up to 24 weeks, EDV add-on treatment improved the composite score of executive cognitive function and DST-R score better than TAU (both P < 0.01). Craving for alcohol was relieved in all three groups. No severe adverse events were observed. CONCLUSION The short-term addition of edaravone to supplementary therapy treatment for alcohol-related brain damage (ARBD) improved executive cognitive function in patients with ARBD.
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Affiliation(s)
- Hongxuan Wang
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Lei Liu
- Mental Health Centre, First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xuhui Zhou
- Hunan Provincial Brain Hospital, Changsha, China
| | - Yanzhong Guan
- Department of Physiology and Neurobiology, Mudanjiang Medical University, Mudanjiang, China
| | - Yanfei Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Peiyun Chen
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ranran Duan
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Weibian Yang
- Hongqi Hospital, Mudanjiang Medical University, Mudanjiang, China
| | - Xiaoming Rong
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chengji Wu
- First Affiliated Hospital of Jiamusi University, Jiamusi, China
| | - Jianzhong Yang
- Department of Psychiatry, Second Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Mei Yang
- Addiction Medicine Department, Shenzhen Mental Health Center, Shenzhen Kangning Hospital, Shenzhen, China
| | - Yanjie Jia
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jian Hu
- Mental Health Centre, First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xiaofeng Zhu
- Department of Physiology and Neurobiology, Mudanjiang Medical University, Mudanjiang, China
| | - Ying Peng
- Department of Neurology, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
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Wu HM, Wang ZJ, Cheng CH, Su T, Wang J, Li YZ, Wang QJ, Han F, Chen R. Daytime Hypercapnia Impairs Working Memory in Young and Middle-Aged Patients with Obstructive Sleep Apnea Hypopnea Syndrome. Nat Sci Sleep 2023; 15:363-373. [PMID: 37220426 PMCID: PMC10200120 DOI: 10.2147/nss.s398440] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 05/05/2023] [Indexed: 05/25/2023] Open
Abstract
Purpose Obstructive sleep apnea hypopnea syndrome (OSAHS) can lead to cognitive impairment, though few studies have so far examined hypercapnia as its causal mechanism, due to the invasive nature of conventional arterial CO2 measurement. The study aims to investigate the effects of daytime hypercapnia on working memory in young and middle-aged patients with OSAHS. Patients and Methods This prospective study screened 218 patients and eventually recruited 131 patients (aged 25-60 years) with polysomnography (PSG)-diagnosed OSAHS. Using a cut-off of 45mmHg daytime transcutaneous partial pressure of carbon dioxide (PtcCO2), 86 patients were assigned into the normocapnic group and 45 patients into the hypercapnic group. Working memory was evaluated using the Digit Span Backward Test (DSB) and the Cambridge Neuropsychological Test Automated Battery. Results Compared with the normocapnic group, the hypercapnic group performed worse in verbal, visual, and spatial working memory tasks. PtcCO2≥45mmHg was an independent predictor for lower DSB scores (OR=4.057), lower accuracy in the immediate Pattern Recognition Memory (OR=2.600), delayed Pattern Recognition Memory (OR=2.766) and Spatial Recognition Memory (OR=2.722) tasks, lower Spatial Span scores (OR=4.795), and more between errors in the Spatial Working Memory task (OR=2.734 and 2.558, respectively). Notably, PSG indicators of hypoxia and sleep fragmentation did not predict task performance. Conclusion Hypercapnia may be plays an important role in working memory impairment in patients with OSAHS, perhaps more so than hypoxia and sleep fragmentation. Routine CO2 monitoring in these patients could prove of utility in clinical practices.
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Affiliation(s)
- Hua-Man Wu
- Department of Respiratory, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
- Department of Respiratory and Critical Care Medicine, Zigong First People’s Hospital, Zigong, Sichuan, People’s Republic of China
| | - Zhi-Jun Wang
- Department of Respiratory, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Chao-Hong Cheng
- Department of Respiratory, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Tong Su
- Department of Respiratory, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Jing Wang
- Department of Respiratory, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Ye-Zhou Li
- School of Medicine, the University of Manchester, Manchester, UK
| | - Qiao-Jun Wang
- Department of Sleeping Center, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Fei Han
- Department of Sleeping Center, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
| | - Rui Chen
- Department of Respiratory, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
- Department of Sleeping Center, the Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, People’s Republic of China
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Sleep Spindle Characteristics and Relationship with Memory Ability in Patients with Obstructive Sleep Apnea-Hypopnea Syndrome. J Clin Med 2023; 12:jcm12020634. [PMID: 36675563 PMCID: PMC9864739 DOI: 10.3390/jcm12020634] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Revised: 12/23/2022] [Accepted: 01/04/2023] [Indexed: 01/15/2023] Open
Abstract
Obstructive sleep apnea syndrome (OSAS) causes intermittent hypoxia and sleep disruption in the brain, resulting in cognitive dysfunction, but its pathogenesis is unclear. The sleep spindle wave is a transient neural event involved in sleep memory consolidation and synaptic plasticity. This study aimed to investigate the characteristics of sleep spindle activity and its relationship with memory ability in patients with OSAS. A total of 119 patients, who were divided into the OSAS group (n = 59, AHI ≥ 15) and control group (n = 60, AHI < 15) according to the Apnea Hypopnea Index (AHI), were enrolled and underwent polysomnography. Power spectral density (PSD) and omega complexity were used to analyze the characteristics of single and different brain regions of sleep spindles. Memory-related cognitive functions were assessed in all subjects, including logical memory, digit ordering, pattern recognition, spatial recognition and spatial working memory. The spindle PSD of the OSAS group was significantly slower than the control group, regardless of the slow, fast, or total spindle. The complexity of the spindles in the prefrontal and central region decreased significantly, whereas it increased in the occipital region. Sleep spindle PSD was positively correlated with logical memory and working memory. Spindle complexity was positively correlated with immediate logical and visual memory in the prefrontal region and positively correlated with immediate/delayed logical and working memory in the central region. In contrast, spindle complexity in the occipital region negatively correlated with delayed logical memory. Spindle hyperconnectivity in the prefrontal and central regions underlies declines in logical, visual and working memory and weak connections in the occipital spindles underlie the decline in delayed logical memory.
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How drug cravings affect metacognitive monitoring in methamphetamine abusers. Addict Behav 2022; 132:107341. [PMID: 35584984 DOI: 10.1016/j.addbeh.2022.107341] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 04/24/2022] [Accepted: 04/24/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND AND OBJECTIVE Metacognitive monitoring refers to the process in which an individual analyzes their own mental state, then monitors and adjusts cognitive activities to achieve a predetermined goal. Recent research has suggested a strong link between metacognition and drug cravings. Conversely, few studies on the impact of metacognitive monitoring on methamphetamine (MA) cravings exist. Thus, this study investigated whether drug cravings would impair MA abusers' metacognitive monitoring and explored the prediction effects of drug cravings. METHOD Seventy MA abusers from the Zhejiang Compulsory Isolation Drug Rehabilitation Center and 65 non-users from the Wenzhou Medical University were recruited for this experimental study. The judgment of learning (JOL) paradigm was used to examine metacognitive monitoring, and cue-induced pictures were used to induce MA abusers' drug cravings. Analysis of covariance (ANCOVA), partial correlation, and regression analysis were performed. RESULTS Compared with non-users, MA abusers had significantly poorer metacognitive monitoring and tended to overestimate their performance. Furthermore, there was a significant correlation between the accuracy of JOLs and drug cravings, which indicated that metacognitive monitoring was weakened by drug cravings with higher cravings imposing more severe impacts. In addition, the regression analysis suggested that drug cravings can predict metacognitive monitoring.
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Ishola IO, Eneanya SU, Folarin OR, Awogbindin IO, Abosi AJ, Olopade JO, Okubadejo NU. Tramadol and Codeine Stacking/Boosting Dose Exposure Induced Neurotoxic Behaviors, Oxidative Stress, Mitochondrial Dysfunction, and Neurotoxic Genes in Adolescent Mice. Neurotox Res 2022; 40:1304-1321. [PMID: 35829998 DOI: 10.1007/s12640-022-00539-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 06/10/2022] [Accepted: 06/28/2022] [Indexed: 11/22/2022]
Abstract
In spite of the increasing epidemic of pharmaceutical opioids (codeine and tramadol) misuse and abuse among the adolescents, little is known about the neurotoxic consequences of the widespread practice of tramadol and codeine abuse involving increasing multiple doses across days, referred to as stacking and boosting. Hence, in this study, we replicated stacking and boosting doses of tramadol, codeine alone, or in combination on spontaneous motor activity and cognitive function in adolescent mice and adduced a plausible mechanism of possible neurotoxicity. Ninety-six adolescent mice were randomly distributed into 4 groups (n = 24 per group) and treated thrice daily for 9 days with vehicle, tramadol (20, 40, or 80 mg/kg), codeine (40, 80, or 160 mg/kg), or their combinations. Exposure of mice to tramadol induced hyperactivity and stereotypic behavior while codeine exposure caused hypoactivity and nootropic effect but tramadol-codeine cocktail led to marked reduction in spontaneous motor activity and cognitive function. In addition, tramadol, codeine, and their cocktail caused marked induction of nitroso-oxidative stress and inhibition of mitochondrial complex I activity in the prefrontal cortex (PFC) and midbrain (MB). Real-time PCR expression profiling of genes encoding neurotoxicity (RT) showed that tramadol exposure upregulate 57 and downregulate 16 neurotoxic genes, codeine upregulate 45 and downregulate 25 neurotoxic genes while tramadol-codeine cocktail upregulate 52 and downregulate 20 neurotoxic genes in the PFC. Findings from this study demonstrate that the exposure of adolescents mice to multiple and increasing doses of tramadol, codeine, or their cocktail lead to spontaneous motor coordination deficits indicative of neurotoxicity through induction of oxidative stress, inhibition of mitochondrial complex I activity and upregulation of neurotoxicity encoding genes in mice.
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Affiliation(s)
- I O Ishola
- Department of Pharmacology, Therapeutics and Toxicology, Faculty of Basic Medical Sciences, College of Medicine, University of Lagos, Lagos State, Nigeria.
| | - S U Eneanya
- Department of Pharmacology, Therapeutics and Toxicology, Faculty of Basic Medical Sciences, College of Medicine, University of Lagos, Lagos State, Nigeria
| | - O R Folarin
- Department of Veterinary Anatomy, University of Ibadan, Ibadan Oyo State, Nigeria
| | - I O Awogbindin
- Neuroimmunology Group, Molecular Drug Metabolism and Toxicology Laboratory, Department of Biochemistry, University of Ibadan, Ibadan, Nigeria
| | - A J Abosi
- Department of Pharmacology, Therapeutics and Toxicology, Faculty of Basic Medical Sciences, College of Medicine, University of Lagos, Lagos State, Nigeria
| | - J O Olopade
- Department of Veterinary Anatomy, University of Ibadan, Ibadan Oyo State, Nigeria
| | - N U Okubadejo
- Department of Medicine, Neurology Unit, College of Medicine, University of Lagos, Lagos State, Nigeria
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Mindt MR, Coulehan K, Aghvinian M, Scott TM, Olsen JP, Cunningham CO, Arias F, Arnsten JH. Underrepresentation of diverse populations and clinical characterization in opioid agonist treatment research: A systematic review of the neurocognitive effects of buprenorphine and methadone treatment. J Subst Abuse Treat 2022; 135:108644. [PMID: 34857427 DOI: 10.1016/j.jsat.2021.108644] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 08/27/2021] [Accepted: 10/05/2021] [Indexed: 10/20/2022]
Abstract
INTRODUCTION The relative neurocognitive effects of the two most common opioid agonist treatments (OAT; buprenorphine and methadone) for opioid use disorder (OUD) are poorly understood. The aim of this systematic review is to examine the neurocognitive effects of OAT (buprenorphine and methadone) and the clinical and sociodemographic characteristics of study samples. METHODS The research team queried PubMed, PsycINFO and Cochrane Reviews for articles (01/1980-01/2020) with terms related to neurocognitive testing in adults (age ≥ 18) prescribed OAT. The team extracted neurocognitive data and grouped them by domain (e.g., executive functioning, learning/memory), and assessed study quality. RESULTS The search retrieved 2341 abstracts, the team reviewed 278 full articles, and 32 met inclusion criteria. Of these, 31 were observational designs and one was an experimental design. Healthy controls performed better across neurocognitive domains than OAT-treated persons (buprenorphine or methadone). Compared to those with active OUD, OAT-treated persons had better neurocognition in various domains. However, in seven studies comparing buprenorphine- and methadone-treated persons, buprenorphine was associated with better neurocognition than was methadone, with moderate to large effect sizes in executive functioning, attention/working memory, and learning/memory. Additionally, OAT research underreports clinical characteristics and underrepresents Black and Latinx adults, as well as women. CONCLUSIONS Findings suggest that compared to active opioid use, both buprenorphine and methadone treatment are associated with better neurocognitive functioning, but buprenorphine is associated with better executive functioning, attention/working memory, and learning/memory. These findings should be interpreted with caution given widespread methodological heterogeneity, and limited representation of ethnoracially diverse adults and women. Rigorous longitudinal comparisons with more diverse, better characterized samples will help to inform treatment and policy recommendations for persons with OUD.
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Affiliation(s)
- Monica Rivera Mindt
- Fordham University, Department of Psychology, USA; Icahn School of Medicine at Mount Sinai, Department of Neurology, USA.
| | | | - Maral Aghvinian
- Fordham University, Department of Psychology, USA; Icahn School of Medicine at Mount Sinai, Department of Neurology, USA.
| | - Travis M Scott
- VA Palo Alto Health Care System, Sierra Pacific Mental Illness Research Education Clinical Center, USA; Stanford School of Medicine, Department of Psychiatry and Behavioral Sciences, USA.
| | | | - Chinazo O Cunningham
- Albert Einstein College of Medicine and Montefiore Medical Center, Department of Medicine, USA.
| | - Franchesca Arias
- The Aging Brain Center, Hebrew SeniorLife, USA; Harvard Medical School, Beth Israel Deaconess Medical Center, Department of Cognitive Neurology, USA.
| | - Julia H Arnsten
- Albert Einstein College of Medicine and Montefiore Medical Center, Department of Medicine, USA.
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Tolomeo S, Baldacchino A, Volkow ND, Steele JD. Protracted abstinence in males with an opioid use disorder: partial recovery of nucleus accumbens function. Transl Psychiatry 2022; 12:81. [PMID: 35217657 PMCID: PMC8881207 DOI: 10.1038/s41398-022-01813-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 12/22/2021] [Accepted: 01/07/2022] [Indexed: 12/22/2022] Open
Abstract
Opioid use disorder (OUD) affects more than 27 million people globally accounting for more than 300,000 deaths annually. Protracted abstinence among individuals with OUD is rare due to a high relapse rate among those not receiving medications for OUD. Extensive preclinical studies form the basis of the allostasis theory, which proposes long-lasting functional brain abnormalities that persist after opioid withdrawal and contribute to relapse. Few studies have tested the allostasis theory in humans using neuroimaging. Here, we used fMRI and an instrumental learning task to test allostasis theory predictions (ATP) of functional abnormalities in both positive valence (PVS) and negative valence (NVS) accumbens systems in OUD patients with protracted abstinence (n = 15), comparing them with OUD patients receiving methadone treatment (MT) (n = 33), and with healthy controls (n = 23). As hypothesized, protracted abstinence OUD patients showed incomplete recovery of nucleus accumbens function, as evidenced by the blunted response to aversive events (NVS) during negative reinforcement, as observed in MT patients. In contrast, their accumbens response to rewarding events (PVS) during positive reinforcement was similar to that of controls and different from that in MT patients whose response was blunted. Protracted abstinence OUD patients also showed improvements in depression symptoms compared to MT patients. Residual depressive symptoms and pre-MT intravenous drug measures were associated with worse accumbens function in protracted abstinence. These results support the ATP of long-lasting dysfunction of NVS after withdrawal and show preliminary evidence of recovery of PVS function with protracted withdrawal. Therapeutic strategies that target NVS may facilitate recovery.
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Affiliation(s)
- Serenella Tolomeo
- Social and Cognitive Computing Department, Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore, Singapore.
| | - Alex Baldacchino
- grid.11914.3c0000 0001 0721 1626Division of Population and Behavioral Science, Medical School, University of St Andrews, St Andrews, UK
| | - Nora D. Volkow
- grid.420090.f0000 0004 0533 7147National Institute on Drug Abuse, Bethesda, MD 20892 USA
| | - J. Douglas Steele
- grid.8241.f0000 0004 0397 2876Division of Imaging Science and Technology, Medical School, University of Dundee, Dundee, UK
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Tolomeo S, Steele JD, Ekhtiari H, Baldacchino A. Chronic heroin use disorder and the brain: Current evidence and future implications. Prog Neuropsychopharmacol Biol Psychiatry 2021; 111:110148. [PMID: 33169674 DOI: 10.1016/j.pnpbp.2020.110148] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Revised: 09/10/2020] [Accepted: 10/17/2020] [Indexed: 11/18/2022]
Abstract
The incidence of chronic heroin use disorder, including overdose deaths, has reached epidemic proportions. Here we summarise and evaluate our knowledge of the relationship between chronic heroin use disorder and the brain through a narrative review. A broad range of areas was considered including causal mechanisms, cognitive and neurological consequences of chronic heroin use and novel neuroscience-based clinical interventions. Chronic heroin use is associated with limited or very limited evidence of impairments in memory, cognitive impulsivity, non-planning impulsivity, compulsivity and decision-making. Additionally, there is some evidence for certain neurological disorders being caused by chronic heroin use, including toxic leukoencephalopathy and neurodegeneration. However, there is insufficient evidence on whether these impairments and disorders recover after abstinence. Whilst there is a high prevalence of comorbid psychiatric disorders, there is no clear evidence that chronic heroin use per se causes depression, bipolar disorder, PTSD and/or psychosis. Despite the growing burden on society from heroin use, knowledge of the long-term effects of chronic heroin use disorder on the brain remains limited. Nevertheless, there is evidence for progress in neuroscience-based interventions being made in two areas: assessment (cognitive assessment and neuroimaging) and interventions (cognitive training/remediation and neuromodulation). Longitudinal studies are needed to unravel addiction and neurotoxic mechanisms and clarify the role of pre-existing psychiatric symptoms and cognitive impairments.
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Affiliation(s)
- Serenella Tolomeo
- Department of Psychology, National University of Singapore (NUS), Singapore.
| | - J Douglas Steele
- School of Medicine, University of Dundee and Department of Neurology, NHS Tayside, Ninewells Hospital and Medical School, UK
| | - Hamed Ekhtiari
- Laureate Institute for Brain Research (LIBR), Tulsa, OK, USA
| | - Alex Baldacchino
- Division of Population and Behavioural Sciences, University of St Andrews, Fife, Scotland, United Kingdom
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11
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Akhurst J, Lovell M, Peacock A, Bruno R. A Systematic Review and Meta-Analysis of Cognitive Performance among People with Chronic Use of Opioids for Chronic Non-Cancer Pain. PAIN MEDICINE 2021; 22:979-993. [PMID: 33502504 DOI: 10.1093/pm/pnab005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Opioids, often prescribed for chronic non-cancer pain, may adversely affect cognition. Research has not been synthesized in recent years, during which time academic interest has increased. This study presents meta-analyses on cognitive performance in people taking opioids for chronic non-cancer pain (CNCP). METHODS We ran systematic literature searches in EMBASE, Medline, and PsycINFO. Eligible studies included people taking opioids for CNCP, an opioid-free group (i.e., case-control) or session (e.g., pre-post), and objective cognitive assessments. Using random-effects meta-analyses, we computed pooled effect sizes for differential task performance for each study design across five domains (motor performance, attention, working memory, executive functions, memory). RESULTS Seventeen studies were included. Case-control studies covered three control types (healthy, CNCP, taper-off). Pre-post studies were grouped into five follow-ups (four to six and six to nine weeks; three, six, and 12 months). Effect sizes ranged from 0.02-0.62. Cases showed small magnitude impairments in attention and memory compared with healthy controls. Although limited by small sample sizes, there was no clear evidence of impairment in cases compared with opioid-free controls with CNCP. Cases showed some cognitive improvements from opioid-free baseline to follow-up. Effects were strongest for attention and working memory and were apparent from four weeks to six months follow-up. Other effects were small and nonsignificant. CONCLUSIONS Opioid therapy for CNCP did not worsen cognitive performance and improved it for some domains. People who take opioids for CNCP may evidence deficits in attention and memory, but this is unlikely to translate to global impairment and likely relates to pain more so than opioids.
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Affiliation(s)
- Jane Akhurst
- School of Psychological Sciences, University of Tasmania, Tasmania, Australia
| | - Monica Lovell
- School of Psychological Sciences, University of Tasmania, Tasmania, Australia
| | - Amy Peacock
- School of Psychological Sciences, University of Tasmania, Tasmania, Australia.,National Drug and Alcohol Research Centre, University of New South Wales, New South Wales, Australia
| | - Raimondo Bruno
- School of Psychological Sciences, University of Tasmania, Tasmania, Australia.,National Drug and Alcohol Research Centre, University of New South Wales, New South Wales, Australia
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12
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Li J, Weidacker K, Mandali A, Zhang Y, Whiteford S, Ren Q, Zhou Z, Zhou H, Jiang H, Du J, Zhang C, Sun B, Voon V. Impulsivity and craving in subjects with opioid use disorder on methadone maintenance treatment. Drug Alcohol Depend 2021; 219:108483. [PMID: 33385690 DOI: 10.1016/j.drugalcdep.2020.108483] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 11/07/2020] [Accepted: 11/27/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Methadone maintenance treatment (MMT) is effective in decreasing opioid use or facilitating abstinence. Previous studies using small opioid use disorder samples suggest that cognitive impairments including impulsivity and executive functions may partially improve on MMT, but a range of deficits may persist. However, systematic assessments with larger samples are needed to confirm the profile of cognitive functions on MMT. METHODS We assessed four types of impulsivity (delay discounting, reflection impulsivity, risk taking and motoric impulsivity), executive functioning (spatial working memory, paired associative learning and strategic planning) and drug cue-induced craving in a relatively large population (115 MMT patients, 115 healthy controls). The relationships between impulsivity, drug cue-induced craving and addiction-related variables were also assessed. RESULTS Delay discounting, as well as drug cue-induced craving was increased in patients, while motoric impulsivity was lower than in controls. Paired associative learning was additionally impaired, which was explained by increased depression and anxiety levels in patients. Within the MMT group, the delay discounting and drug-cue induced craving scores were positively correlated with self-reported urgency, but unrelated to methadone dosage, duration on methadone, withdrawal symptoms, or presence of nicotine dependence. CONCLUSIONS Our findings highlight increased delay discounting and cue-induced craving in MMT patients suggesting a potential role for trait effects in delay discounting. Although previous smaller studies have shown impaired executive function, in our large sample size on chronic MMT we only observed impaired associative learning related to depressive and anxiety symptoms highlighting a role for managing comorbid symptoms to further optimize cognitive function.
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Affiliation(s)
- Jun Li
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Center for Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kathrin Weidacker
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Alekhya Mandali
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Yingying Zhang
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Center for Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Seb Whiteford
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom
| | - Qihuan Ren
- Department of Psychiatry, Shanghai Hongkou Mental Health Center, Shanghai, China
| | - Zhirong Zhou
- Department of Functional Clinic of the Community Based Methadone Maintenance Therapy in Xuhui District, Shanghai, China
| | - Huijing Zhou
- Department of Drug Dependence, Yangpu District Mental Health Center, Shanghai, China
| | - Haifeng Jiang
- Department of Substance Abuse and Addiction, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiang Du
- Department of Substance Abuse and Addiction, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Chencheng Zhang
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Center for Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Bomin Sun
- Department of Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China; Center for Functional Neurosurgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
| | - Valerie Voon
- Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.
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13
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Tolomeo S, Davey F, Steele JD, Baldacchino AM. Effects of Opioid Dependence on Visuospatial Memory and Its Associations With Depression and Anxiety. Front Psychiatry 2019; 10:743. [PMID: 31708811 PMCID: PMC6820290 DOI: 10.3389/fpsyt.2019.00743] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 09/16/2019] [Indexed: 01/12/2023] Open
Abstract
Introduction: The cognitive impact of opioid dependence is rarely measured systematically in everyday clinical practice even though both patients and clinicians accept that cognitive symptoms often occur in the opioid-dependent population. There are only a few publications which utilized computerized neuropsychological tests to assess possible impairments of visuospatial memory in opioid-dependent individuals either receiving opioid replacement therapy (ORT) or during subsequent short-term abstinence and the effects of anxiety and depression. Methods: We assessed a cohort of 102 participants, comprising i) a stable opioid-dependent group receiving methadone maintenance treatment (MMT) (n = 22), ii) a stable opioid-dependent group receiving buprenorphine (BMT) (n = 20), iii) a current abstinent but previously opioid-dependent group (ABS) (n = 8), and iv) a control group who have never been dependent on opioids. The Cambridge Neuropsychological Automated Test Battery (CANTAB) neuropsychological tasks undertaken by participants included: Delayed Matching to Sample (DMS), Pattern Recognition Memory (PRM), Spatial Recognition Memory (SRM), and Paired Associate Learning (PAL) tasks. Three clinical measures were used to assess the severity of anxiety and depressive illness: Hospital Anxiety Scale-Hospital Anxiety Depression (HADA)-(HADD), Beck Depression Inventory (BDI), and Inventory of Depressive Symptomatology (self-report) (ISD-SR). Results: The methadone- and buprenorphine-treated groups showed significant impairments (p < 0.001) in visuospatial memory tasks but not the abstinent group. Impairments in visuospatial memory strongly correlated with higher mood and anxiety symptom severity scores (p < 0.001). Discussion: These results are broadly consistent with previous studies. Uniquely, though, here we report a strong relationship between visuospatial memory and depression and anxiety scores, which might suggest common illness mechanisms.
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Affiliation(s)
- Serenella Tolomeo
- Department of Psychology, National University of Singapore, Singapore, Singapore.,Centre for Family and Population Research, National University of Singapore, Singapore, Singapore
| | - Fleur Davey
- NHS Fife, Queen Margaret Hospital, Dunfermline, United Kingdom
| | - J Douglas Steele
- School of Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, United Kingdom
| | - Alexander Mario Baldacchino
- School of Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, United Kingdom.,Division of Population and Behavioural Science, Medical School, University of St Andrews, St Andrews, United Kingdom
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