AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
PDF (1.2 MB)
Collect
Submit Manuscript AI Chat Paper
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Research Article | Open Access

Prevalence and risk factors for depressive symptom in methamphetamine use disorder

Ziqi Liu§Yi Zhang§Ti-Fei Yuan( )
Shanghai Key Laboratory of Psychotic Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China

§ Ziqi Liu and Yi Zhang contributed equally to this work.

Show Author Information

Abstract

Background:

Methamphetamine use disorder (MUD) is a severe public health problem, accompanying physical and psychological impairment. Depression is a common comorbidity with MUD, which is associated with poor treatment outcome. The objective of this study is to investigate the prevalence of depressive symptoms among male MUD individuals and identify potential risk factors.

Method:

A total of 483 male MUD individuals from six drug rehabilitation centers were included for analysis. The demographic information, drug use history, and clinical performances were analyzed. We conducted multiple regression analysis to identify predictive factors of depression, and examined the difference among MUD individuals with different depression severity.

Result:

89.03% of MUD individuals exhibited depressive symptoms. Length of abstinence (β = -0.006, p = 0.003) and subjective craving (β = 0.052, p < 0.001) were the leading predictive factors of depression. Drug use onset age (R2 = 0.010, r = -0.102, p = 0.024) negatively associated with depression severity. Depressive symptoms also positively associated with anxiety (R2 = 0.171, r = 0.413, p < 0.001), poor sleep quality (R2 = 0.133, r = 0.365, p < 0.001), and impulsivity (R2 = 0.012, r = 0.111, p = 0.015).

Conclusions:

The prevalence of depressive symptoms in MUD individuals is high. Abstinence and Craving days are important predictive factors for depression severity.

References

[1]
Buxton, J. A., Dove, N. A. The burden and management of crystal meth use. Canadian Medical Association Journal, 2008, 178(12): 1537-1539.
[2]
McCann, U. D., Wong, D. F., Yokoi, F., Villemagne, V., Dannals, R. F., Ricaurte, G. A. Reduced striatal dopamine transporter density in abstinent methamphetamine and methcathinone users: Evidence from positron emission tomography studies with [11C]WIN-35, 428. The Journal of Neuroscience, 1998, 18(20): 8417-8422.
[3]
Volkow, N. D., Wise, R. A., Baler, R. The dopamine motive system: Implications for drug and food addiction. Nature Reviews Neuroscience, 2017, 18(12): 741-752.
[4]
Volkow, N. D., Chang, L., Wang, G. J., Fowler, J. S., Franceschi, D., Sedler, M., Gatley, S. J., Miller, E., Hitzemann, R., Ding, Y. S. et al. Loss of dopamine transporters in methamphetamine abusers recovers with protracted abstinence. The Journal of Neuroscience, 2001, 21(23): 9414-9418.
[5]
Robinson, T. E., Berridge, K. C. Incentive-sensitization and addiction. Addiction, 2001, 96(1): 103-114.
[6]
Sekine, Y., Iyo, M., Ouchi, Y., Matsunaga, T., Tsukada, H., Okada, H., Yoshikawa, E., Futatsubashi, M., Takei, N., Mori, N. Methamphetamine-related psychiatric symptoms and reduced brain dopamine transporters studied with PET. The American Journal of Psychiatry, 2001, 158(8): 1206-1214.
[7]
Sekine, Y., Minabe, Y., Ouchi, Y., Takei, N., Iyo, M., Nakamura, K., Suzuki, K., Tsukada, H., Okada, H., Yoshikawa, E. et al. Association of dopamine transporter loss in the orbitofrontal and dorsolateral prefrontal cortices with methamphetamine-related psychiatric symptoms. The American Journal of Psychiatry, 2003, 160(9): 1699-1701.
[8]
Grant, B. F., Stinson, F. S., Dawson, D. A., Chou, S. P., Dufour, M. C., Compton, W., Pickering, R. P., Kaplan, K. Prevalence and co-occurrence of substance use disorders and independent mood and anxiety disorders: Results from the National Epidemiologic Survey on Alcohol and Related Conditions. Archives of General Psychiatry, 2004, 61(8): 807-816.
[9]
Conway, K. P., Compton, W., Stinson, F. S., Grant, B. F. Lifetime comorbidity of DSM-IV mood and anxiety disorders and specific drug use disorders: Results from the National Epidemiologic Survey on Alcohol and Related Conditions. The Journal of Clinical Psychiatry, 2006, 67(2): 247-257.
[10]
Glasner-Edwards, S., Marinelli-Casey, P., Hillhouse, M., Ang, A., Mooney, L. J., Rawson, R., Methamphetamine Treatment Project Corporate Authors Depression among methamphetamine users: Association with outcomes from the Methamphetamine Treatment Project at 3-year follow-up. The Journal of Nervous and Mental Disease, 2009, 197(4): 225-231.
[11]
Lisa, P., Felicia, K., Laura, H., Daniela, K., Marlies, R., Stefanie, N., Maik, S. J., Anne, S., Maximilian, S., Kirsi, M. et al. Associations between methamphetamine use, psychiatric comorbidities and treatment outcome in two inpatient rehabilitation centers. Psychiatry Research, 2019, 280: 112505.
[12]
Schmitz, J. M., Stotts, A. L., Averill, P. M., Rothfleisch, J. M., Bailley, S. E., Sayre, S. L., Grabowski, J. Cocaine dependence with and without comorbid depression: A comparison of patient characteristics. Drug and Alcohol Dependence, 2000, 60(2): 189-198.
[13]
Zweben, J. E., Cohen, J. B., Christian, D., Galloway, G. P., Salinardi, M., Parent, D., Iguchi, M., Project, M. T. Psychiatric symptoms in methamphetamine users. The American Journal on Addictions, 2004, 13(2): 181-190.
[14]
Kay-Lambkin, F. J., Baker, A. L., Lee, N. M., Jenner, L., Lewin, T. J. The influence of depression on treatment for methamphetamine use. The Medical Journal of Australia, 2011, 195(3): S38-S43.
[15]
Saunders, J. B., Aasland, O. G., Babor, T. F., DE LA FUENTE, J. R., Grant, M. Development of the alcohol use disorders identification test (AUDIT): WHO collaborative project on early detection of persons with harmful alcohol consumption-II. Addiction, 1993, 88(6): 791-804.
[16]
Heatherton, T. F., Kozlowski, L. T., Frecker, R. C., Fagerstrom, K. O. The fagerström test for nicotine dependence: A revision of the fagerstrom tolerance questionnaire. British Journal of Addiction, 1991, 86(9): 1119-1127.
[17]
Wewers, M. E., Rachfal, C., Ahijevych, K. A psychometric evaluation of a visual analogue scale of craving for cigarettes. Western Journal of Nursing Research, 1990, 12(5): 672-681.
[18]
Dozois, D. J. A., Dobson, K. S., Ahnberg, J. L. A psychometric evaluation of the Beck Depression Inventory-II. Psychological Assessment, 1998, 10(2): 83-89.
[19]
Chen, L., Wang, L., Qiu, X. H., Yang, X. X., Qiao, Z. X., Yang, Y. J., Liang, Y. Depression among Chinese university students: Prevalence and socio-demographic correlates. PLoS One, 2013, 8(3): e58379.
[20]
Steer, R. A., Beck, A. T. Beck Anxiety Inventory. In: Zalaquett, C. P., Wood, R. J. (eds.), Evaluating Stress: A Book of Resources. New York: Scarecrow Education, 1997: 23-40.
[21]
Lemay, V., Hoolahan, J., Buchanan, A. Impact of a yoga and meditation intervention on students' stress and anxiety levels. American Journal of Pharmaceutical Education, 2019, 83(5): 7001.
[22]
Buysse, D. J., Reynolds, C. F. III, Monk, T. H., Berman, S. R., Kupfer, D. J. The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research. Psychiatry Research, 1989, 28(2): 193-213.
[23]
Barratt, E. S. Factor analysis of some psychometric measures of impulsiveness and anxiety. Psychological Reports, 1965, 16: 547-554.
[24]
Patton, J. H., Stanford, M. S., Barratt, E. S. Factor structure of the barratt impulsiveness scale. Journal of Clinical Psychology, 1995, 51(6): 768-774.
[25]
Ohayon, M. M., Hong, S. C. Prevalence of major depressive disorder in the general population of South Korea. Journal of Psychiatric Research, 2006, 40(1): 30-36.
[26]
Ohayon, M. M., Schatzberg, A. F. Prevalence of depressive episodes with psychotic features in the general population. The American Journal of Psychiatry, 2002, 159(11): 1855-1861.
[27]
Olsen, L. R., Mortensen, E. L., Bech, P. Prevalence of major depression and stress indicators in the Danish general population. Acta Psychiatrica Scandinavica, 2004, 109(2): 96-103.
[28]
Nakama, H., Chang, L. D., Cloak, C., Jiang, C., Alicata, D., Haning, W. Association between psychiatric symptoms and craving in methamphetamine users. American Journal on Addictions, 2008, 17(5): 441-446.
[29]
Wexler, B. E., Gottschalk, C. H., Fulbright, R. K., Prohovnik, I., Lacadie, C. M., Rounsaville, B. J., Gore, J. C. Functional magnetic resonance imaging of cocaine craving. The American Journal of Psychiatry, 2001, 158(1): 86-95.
[30]
Iudicello, J. E., Woods, S. P., Vigil, O., Cobb Scott, J., Cherner, M., Heaton, R. K., Hampton Atkinson, J., Grant, I., HIV Neurobehavioral Research Center (HNRC) Group. Longer term improvement in neurocognitive functioning and affective distress among methamphetamine users who achieve stable abstinence. Journal of Clinical and Experimental Neuropsychology, 2010, 32(7): 704-718.
[31]
Zorick, T., Nestor, L., Miotto, K., Sugar, C., Hellemann, G., Scanlon, G., Rawson, R., London, E. D. Withdrawal symptoms in abstinent methamphetamine-dependent subjects. Addiction, 2010, 105(10): 1809-1818.
[32]
Wang, G. J., Volkow, N. D., Chang, L., Miller, E., Sedler, M., Hitzemann, R., Zhu, W., Logan, J., Ma, Y., Fowler, J. S. Partial recovery of brain metabolism in methamphetamine abusers after protracted abstinence. The American Journal of Psychiatry, 2004, 161(2): 242-248.
[33]
Rawson, R. A., Gonzales, R., Obert, J. L., McCann, M. J., Brethen, P. Methamphetamine use among treatment-seeking adolescents in Southern California: Participant characteristics and treatment response. Journal of Substance Abuse Treatment, 2005, 29(2): 67-74.
[34]
Mouton, M., Harvey, B. H., Cockeran, M., Brink, C. B. The long-term effects of methamphetamine exposure during pre-adolescence on depressive-like behaviour in a genetic animal model of depression. Metabolic Brain Disease, 2016, 31(1): 63-74.
[35]
Ohayon, M. M., Roth, T. Place of chronic insomnia in the course of depressive and anxiety disorders. Journal of Psychiatric Research, 2003, 37(1): 9-15.
[36]
Taylor, D. J., Lichstein, K. L., Durrence, H. H., Reidel, B. W., Bush, A. J. Epidemiology of insomnia, depression, and anxiety. Sleep, 2005, 28(11): 1457-1464.
[37]
Tsuno, N., Besset, A., Ritchie, K. Sleep and depression. The Journal of Clinical Psychiatry, 2005, 66(10): 1254-1269.
[38]
Arborelius, L., Owens, M. J., Plotsky, P. M., Nemeroff, C. B. The role of corticotropin-releasing factor in depression and anxiety disorders. The Journal of Endocrinology, 1999, 160(1): 1-12.
[39]
Corruble, E., Benyamina, A., Bayle, F., Falissard, B., Hardy, P. Understanding impulsivity in severe depression? A psychometrical contribution. Progress in Neuro-Psychopharmacology and Biological Psychiatry, 2003, 27(5): 829-833.
[40]
Ding, Y. Y., Lin, H. J., Zhou, L., Yan, H. M., He, N. Adverse childhood experiences and interaction with methamphetamine use frequency in the risk of methamphetamine-associated psychosis. Drug and Alcohol Dependence, 2014, 142: 295-300.
[41]
Nanni, V., Uher, R., Danese, A. Childhood maltreatment predicts unfavorable course of illness and treatment outcome in depression: A meta-analysis. The American Journal of Psychiatry, 2012, 169(2): 141-151.
[42]
Pirnia, B., Khosravani, V., Maleki, F., Kalbasi, R., Pirnia, K., Malekanmehr, P., Zahiroddin, A. The role of childhood maltreatment in cortisol in the hypothalamic-pituitary-adrenal (HPA) axis in methamphetamine-dependent individuals with and without depression comorbidity and suicide attempts. Journal of Affective Disorders, 2020, 263: 274-281.
[43]
Simpson, J. L., Grant, K. M., Daly, P. M., Kelley, S. G., Carlo, G., Bevins, R. A. Psychological burden and gender differences in methamphetamine-dependent individuals in treatment. Journal of Psychoactive Drugs, 2016, 48(4): 261-269.
[44]
Luan, X. Q., Chen, H. J., Qiu, H. H., Shen, H. P., Zhao, K., Ren, W. W., Gu, Y. Y., Su, H., Zhang, J., Lv, D. et al. Association between serum malondialdehyde levels and depression during early methamphetamine withdrawal. Neuroscience Letters, 2018, 687: 22-25.
[45]
Ren, W. W., Luan, X. Q., Zhang, J., Gutteea, P., Cai, Y., Zhao, J. Y., Gu, Y. Y., Wu, C. W., Su, H., Tao, J. Y. et al. Brain-derived neurotrophic factor levels and depression during methamphetamine withdrawal. Journal of Affective Disorders, 2017, 221: 165-171.
Stress and Brain
Pages 160-172
Cite this article:
Liu Z, Zhang Y, Yuan T-F. Prevalence and risk factors for depressive symptom in methamphetamine use disorder. Stress and Brain, 2021, 1(2): 160-172. https://doi.org/10.26599/SAB.2020.9060009

2136

Views

238

Downloads

1

Crossref

Altmetrics

Received: 08 September 2020
Revised: 05 November 2020
Accepted: 28 February 2021
Published: 08 April 2021
© The Author(s) 2021

Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission.

Return