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Funchal GA, Schuch JB, Zaparte A, Sanvicente-Vieira B, Viola TW, Grassi-Oliveira R, Bauer ME. Cocaine-use disorder and childhood maltreatment are associated with the activation of neutrophils and increased inflammation. Acta Neuropsychiatr 2024; 36:97-108. [PMID: 36847141 DOI: 10.1017/neu.2023.11] [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] [Indexed: 03/01/2023]
Abstract
BACKGROUND Cocaine-use disorder (CUD) has been associated with early life adversity and activated cellular immune responses. Women are most vulnerable to complications from chronic substance disorders, generally presenting an intense feeling of abstinence and consuming significant drug amounts. Here, we investigated neutrophil functional activities in CUD, including the formation of neutrophil extracellular traps (NETs) and related intracellular signalling. We also investigated the role of early life stress in inflammatory profiles. METHODS Blood samples, clinical data, and history of childhood abuse or neglect were collected at the onset of detoxification treatment of 41 female individuals with CUD and 31 healthy controls (HCs). Plasma cytokines, neutrophil phagocytosis, NETs, intracellular reactive oxygen species (ROS) generation, and phosphorylated protein kinase B (Akt) and mitogen-activated protein kinases (MAPK)s were assessed by flow cytometry. RESULTS CUD subjects had higher scores of childhood trauma than controls. Increased plasma cytokines (TNF-α, IL-1β, IL-6, IL-8, IL-12, and IL-10), neutrophil phagocytosis, and production of NETs were reported in CUD subjects as compared to HC. Neutrophils of CUD subjects also produced high levels of intracellular ROS and had more activated Akt and MAPKs (p38/ERK), which are essential signalling pathways involved in cell survival and NETs production. Childhood trauma scores were significantly associated with neutrophil activation and peripheral inflammation. CONCLUSION Our study reinforces that smoked cocaine and early life stress activate neutrophils in an inflammatory environment.
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Affiliation(s)
- Giselle A Funchal
- Laboratory of Immunobiology, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Jaqueline B Schuch
- Graduate Program in Psychiatry and Behavioral Sciences, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Aline Zaparte
- Developmental Cognitive Neuroscience Lab, School of Medicine, Brain Institute of the Rio Grande do Sul (InsCer), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
- LSU Health New Orleans School of Medicine, Pulmonary/Critical Care & Allergy/Immunology, New Orleans, LA, USA
| | - Breno Sanvicente-Vieira
- Developmental Cognitive Neuroscience Lab, School of Medicine, Brain Institute of the Rio Grande do Sul (InsCer), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Thiago W Viola
- Developmental Cognitive Neuroscience Lab, School of Medicine, Brain Institute of the Rio Grande do Sul (InsCer), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Rodrigo Grassi-Oliveira
- Developmental Cognitive Neuroscience Lab, School of Medicine, Brain Institute of the Rio Grande do Sul (InsCer), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Moisés E Bauer
- Laboratory of Immunobiology, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
- National Institute of Science and Technology - Neuroimmunomodulation (INCT-NIM), Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq), Brasília, DF, Brazil
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Heberle BA, Kluwe-Schiavon B, Bicca C, Melo Rothmann L, Grassi-Oliveira R, Viola TW. Examining predictors of cocaine withdrawal syndrome at the end of detoxification treatment in women with cocaine use disorder. J Psychiatr Res 2024; 169:247-256. [PMID: 38048674 PMCID: PMC10805009 DOI: 10.1016/j.jpsychires.2023.11.043] [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: 06/08/2023] [Revised: 11/22/2023] [Accepted: 11/24/2023] [Indexed: 12/06/2023]
Abstract
BACKGROUND Detoxification is frequently recommended as a treatment for moderate to severe Cocaine Use Disorder (CUD). However, the response to detoxification varies among patients, and previous studies have focused mostly on patterns of drug use behavior to test associations with treatment outcomes, overlooking the potential impact of psychosocial factors, other clinical variables, and individual life experiences. In this study we comprehensively examined several variables aiming to find the most relevant predictors to classify patients with severe versus non-severe cocaine withdrawal symptoms at the end of detoxification. METHODS Data from 284 women with CUD who enrolled in a 3-week detoxification program was used in this longitudinal study. Psychosocial, clinical, and drug use behavior characteristics were evaluated, generating a dataset with 256 potential predictors. We tested six different machine learning classification algorithms. RESULTS The best classification algorithm achieved an average accuracy and ROC-AUC of approximately 70%. The 16 features selected as best predictors were the severity of psychiatric, family, and social problems and the level of exposure to childhood maltreatment. Features associated with drug-use behavior included days consuming drugs and having craving symptoms in the last month before treatment, number of previous drug/alcohol-related treatments, and a composite score of addiction severity. The level of cocaine withdrawal syndrome at the beginning of detoxification was also a key feature for classification. A network analysis revealed the pattern of association between predictors. CONCLUSION These variables can be assessed in real-world clinical settings, potentially helping clinicians to identify individuals with severe cocaine withdrawal that is likely to be sustained over the course of detoxification.
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Affiliation(s)
| | - Bruno Kluwe-Schiavon
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Carla Bicca
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil
| | - Leonardo Melo Rothmann
- Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Rodrigo Grassi-Oliveira
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil; Translational Neuropsychiatry Unit, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Thiago Wendt Viola
- School of Medicine, Brain Institute of Rio Grande do Sul, Developmental Cognitive Neuroscience Lab, Pontifical Catholic University of Rio Grande do Sul (PUCRS), Porto Alegre, RS, Brazil.
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Levandowski ML, Tractenberg SG, de Azeredo LA, De Nardi T, Rovaris DL, Bau CHD, Rizzo LB, Maurya PK, Brietzke E, Tyrka AR, Grassi-Oliveira R. Crack cocaine addiction, early life stress and accelerated cellular aging among women. Prog Neuropsychopharmacol Biol Psychiatry 2016; 71:83-9. [PMID: 27346744 DOI: 10.1016/j.pnpbp.2016.06.009] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Revised: 06/19/2016] [Accepted: 06/19/2016] [Indexed: 02/06/2023]
Abstract
BACKGROUND Early life stress (ELS) and addiction are related to age-related diseases and telomere shortening. However, the role of telomere length (TL) in crack cocaine addiction remains unknown. The purpose of this study was to investigate the TL in a sample of crack cocaine dependent-women who reported an ELS history and in a community-based sample of elderly women as a reference group for senescence. METHODS This study included treatment seeking crack cocaine dependents women (n=127) and elderly women without a psychiatric diagnosis (ELD, n=49). The crack cocaine sample was divided in two groups according to their Childhood Trauma Questionnaire (CTQ) scores: presence of history of childhood abuse and neglect (CRACK-ELS) and absence of ELS history (CRACK). TL was assessed by T/S ratio obtained from peripheral blood DNA using quantitative PCR assay. RESULTS CRACK and CRACK-ELS subjects exhibited shortened TL in comparison to the ELD group, despite their younger age. Among crack cocaine sample, CRACK-ELS group had significantly shorter telomeres than the CRACK group. Correlation analysis within crack cocaine group indicated that TL was negatively correlated with emotional abuse scores. CONCLUSIONS These results support previous findings associating telomere shortening with both ELS and drug addiction. This study suggests new evidence of a distinct biological phenotype for drug-dependent women with ELS. The results support the biological senescence hypothesis underpinning ELS experience.
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Affiliation(s)
- Mateus Luz Levandowski
- Developmental Cognitive Neuroscience Lab (DCNL), Biomedical Research Institute (IPB), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Brazil
| | - Saulo Gantes Tractenberg
- Developmental Cognitive Neuroscience Lab (DCNL), Biomedical Research Institute (IPB), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Brazil
| | - Lucas Araújo de Azeredo
- Developmental Cognitive Neuroscience Lab (DCNL), Biomedical Research Institute (IPB), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Brazil
| | - Tatiana De Nardi
- Developmental Cognitive Neuroscience Lab (DCNL), Biomedical Research Institute (IPB), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Brazil
| | - Diego L Rovaris
- Department of Genetics, Instituto de Biociências, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Claiton H D Bau
- Department of Genetics, Instituto de Biociências, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Lucas B Rizzo
- Research Group in Behavioral Neuroscience of Bipolar Disorder, Department of Psychiatry, Federal University of São Paulo (Unifesp), São Paulo, SP, Brazil
| | - Pawan Kumar Maurya
- Research Group in Behavioral Neuroscience of Bipolar Disorder, Department of Psychiatry, Federal University of São Paulo (Unifesp), São Paulo, SP, Brazil
| | - Elisa Brietzke
- Research Group in Behavioral Neuroscience of Bipolar Disorder, Department of Psychiatry, Federal University of São Paulo (Unifesp), São Paulo, SP, Brazil
| | - Audrey R Tyrka
- Mood Disorders Research Program and Laboratory for Clinical and Translational Neuroscience, Department of Psychiatry and Human Behavior, Brown University, USA
| | - Rodrigo Grassi-Oliveira
- Developmental Cognitive Neuroscience Lab (DCNL), Biomedical Research Institute (IPB), Pontifical Catholic University of Rio Grande do Sul (PUCRS), Brazil
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Levandowski ML, Viola TW, Prado CH, Wieck A, Bauer ME, Brietzke E, Grassi-Oliveira R. Distinct behavioral and immunoendocrine parameters during crack cocaine abstinence in women reporting childhood abuse and neglect. Drug Alcohol Depend 2016; 167:140-8. [PMID: 27530287 DOI: 10.1016/j.drugalcdep.2016.08.010] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/25/2016] [Revised: 08/02/2016] [Accepted: 08/04/2016] [Indexed: 01/01/2023]
Abstract
AIM To assess plasma levels of cortisol and cytokines between cocaine-dependent women with and without childhood maltreatment (CM) history during cocaine detoxification treatment. METHOD We assessed immunoendocrine and clinical parameters of 108 crack cocaine female users during 3 weeks of inpatient detoxification treatment, and 24 healthy women to obtain reference values. Women with (CM+, n=53) or without (CM-, n=55) CM history were identified answering the Childhood Trauma Questionnaire (CTQ). Blood samples and clinical assessment were collected before lunch during the first, second and third week post-treatment admission. Flow cytometry was used to assess TNF-α, IFN-γ, IL-2, IL-4, IL-6, IL-10, IL-17A plasma levels and ELISA assay was used to measure plasma cortisol levels. RESULTS At baseline, lower Th1 and Th17-related cytokines levels and higher Th2 cytokines levels were observed in crack cocaine users compared with reference values. Cytokines levels of cocaine dependents gradually became closer to reference values along detoxification treatment. However, when CM+ and CM- groups were compared, increased levels of IL-6, IL-4 and TNF-α across time were observed in CM+ group only. Additionally, a Th1/Th2 immune imbalance was observed within CM+ group, which was negatively correlated with the severity of the crack withdrawal. Finally, loading trauma exposure severity, immunoendocrine and clinical parameters in factor analysis, we identified three clusters of observed variables during detoxification: (1) systemic immunity and trauma exposure, (2) pro-inflammatory immunity and (3) behavior CONCLUSION Our results suggest the existence of an immunological phenotype variant associated with CM exposure during crack cocaine detoxification of women.
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Affiliation(s)
- Mateus Luz Levandowski
- Developmental Cognitive Neuroscience Lab (DCNL), Pontifical Catholic University of Rio Grande do Sul (PUCRS), RS, Brazil; Post-Graduate Program in Psychology, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil
| | - Thiago Wendt Viola
- Developmental Cognitive Neuroscience Lab (DCNL), Pontifical Catholic University of Rio Grande do Sul (PUCRS), RS, Brazil; Post-Graduate Program in Pediatrics and Children Health's, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil
| | - Carine Hartmann Prado
- Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil
| | - Andrea Wieck
- Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil
| | - Moisés Evandro Bauer
- Laboratory of Immunosenescence, Institute of Biomedical Research, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil
| | - Elisa Brietzke
- Research Group in Behavioral Neuroscience of Bipolar Disorder, Departament of Psychiatry, Federal University of São Paulo Unifesp, São Paulo, SP, Brazil
| | - Rodrigo Grassi-Oliveira
- Developmental Cognitive Neuroscience Lab (DCNL), Pontifical Catholic University of Rio Grande do Sul (PUCRS), RS, Brazil; Post-Graduate Program in Psychology, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil; Post-Graduate Program in Pediatrics and Children Health's, Pontifical Catholic University of Rio Grande do Sul, Porto Alegre (PUCRS), RS, Brazil.
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Levandowski ML, Hess ARB, Grassi-Oliveira R, de Almeida RMM. Plasma interleukin-6 and executive function in crack cocaine-dependent women. Neurosci Lett 2016; 628:85-90. [DOI: 10.1016/j.neulet.2016.06.023] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 05/08/2016] [Accepted: 06/09/2016] [Indexed: 12/13/2022]
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Kluwe-Schiavon B, Viola TW, Sanvicente-Vieira B, Pezzi JC, Grassi-Oliveira R. Similarities between adult female crack cocaine users and adolescents in risky decision-making scenarios. J Clin Exp Neuropsychol 2016; 38:795-810. [PMID: 27187587 DOI: 10.1080/13803395.2016.1167171] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
BACKGROUND Although previous studies have shown that both adolescence and drug addiction can influence risk-taking and decision-making processes, the underlying mechanisms remain unclear. Specifically, there is a lack of evidence as to whether these conditions could affect deliberative and affective processes involved in risk taking, such as feedback learning and valuation of profits and risk. OBJECTIVES The objectives were to compare the role of feedback and the use of information in risk-taking behavior between female crack cocaine users and adolescents. Additionally, we aimed to investigate whether sensation seeking, impulsivity, depressive and anxiety symptoms, executive functioning, and working memory performance could explain differences in risk-taking behavior. METHOD This is a quasi-experimental study comparing 27 low-income adult female crack cocaine users (CU) to 18 female adolescents (AD) within two conditions (no-feedback or delayed-feedback) of the Columbia Card Task (CCT). In order to investigate CCT reference values for adult females, we also included 20 female non-drug-users with regular education and income as a reference group (RG). RESULTS A similar pattern of risk-taking behavior was found between CU and AD within the CCT no-feedback condition. When delayed feedback was provided, AD exhibited a similar pattern of risk-taking behavior in the no-feedback condition, while CU showed a reduction of risk-taking behavior. Both groups exhibited higher risk taking than the RG within the CCT no-feedback condition, but only the AD group showed higher risk-taking behavior within the CCT feedback condition. Depressive symptom severity and working memory deficits were associated with higher risk-taking behaviors in CU. Executive functioning deficits were associated with higher risk-taking behavior in AD. CONCLUSIONS Adult female crack cocaine users and female adolescents took similar risks during risky decision-making scenarios where feedback about their own performance was absent. However, when participants were provided with such feedback, it modulated risk-taking behaviors in crack cocaine users but not in adolescents.
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Affiliation(s)
- Bruno Kluwe-Schiavon
- a Developmental Cognitive Neuroscience Lab (DCNL), Graduate Program in Psychology , Pontifical Catholic University of Rio Grande do Sul (PUCRS) , Porto Alegre , Brazil
| | - Thiago Wendt Viola
- b Graduate Program in Pediatrics and Child Health, PUCRS , Porto Alegre , Brazil
| | - Breno Sanvicente-Vieira
- a Developmental Cognitive Neuroscience Lab (DCNL), Graduate Program in Psychology , Pontifical Catholic University of Rio Grande do Sul (PUCRS) , Porto Alegre , Brazil
| | - Júlio Carlos Pezzi
- c Post-Graduate Program in Health Sciences , Federal University of Health Sciences of Porto Alegre (UFCSPA) , Porto Alegre , Brazil
| | - Rodrigo Grassi-Oliveira
- a Developmental Cognitive Neuroscience Lab (DCNL), Graduate Program in Psychology , Pontifical Catholic University of Rio Grande do Sul (PUCRS) , Porto Alegre , Brazil.,b Graduate Program in Pediatrics and Child Health, PUCRS , Porto Alegre , Brazil
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