Background: Characterizing patterns of adolescent cannabis use (CU), as well as risk factors and outcomes uniquely associated with these pathways is essential for informing treatment and prevention efforts. Yet, few studies have examined these issues among youth at-risk of engaging in problematic cannabis use. Further, research accounting for use of other substances or sex differences in patterns of CU remains exceedingly sparse. Methods: Trajectory-based modeling was used to identify underlying CU pathways among a predominantly Hispanic (90%) sample of at-risk youth (n = 401; 46% female) across adolescence (ages similar to 14-18), controlling for baseline substance use and participant demographics. Adolescent psychopathology (i.e., conduct disorder, attention deficit hyperactivity disorder, anxiety, and depression) was examined as a predictor and outcome of CU. Results: Three trajectories of adolescent CU were identified, with most youth (74%) engaging in relatively "low" levels of use, followed by similar to 12% exhibiting an early-initiating "chronic" course, and 14% "escalating" in use. Although boys and girls both experienced increased levels of CU across adolescence, boys were more likely to exhibit escalating and chronic patterns of use. Findings revealed unique associations between adolescent CU pathways and facets of psychopathology; most notably, the relatively robust and bidirectional association between CU trajectories and conduct problem symptoms. Conclusions: Specific facets of psychopathology may confer unique associations with CU across development, including the initiation and exacerbation of CU during adolescence.
机构:
INSERM, CEPH Ctr Res Epidemiol & Populat Hlth, Hormones & Cardiovasc Dis Team, U1018, F-94807 Villejuif, France
Univ Paris 11, UMR S 1018, F-94807 Villejuif, FranceINSERM, CEPH Ctr Res Epidemiol & Populat Hlth, Hormones & Cardiovasc Dis Team, U1018, F-94807 Villejuif, France
Scarabin, Pierre-Yves
Emmerich, Joseph
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Inserm UMR765, Paris, France
Univ Paris 05, Fac Med Paris Descartes, Paris, FranceINSERM, CEPH Ctr Res Epidemiol & Populat Hlth, Hormones & Cardiovasc Dis Team, U1018, F-94807 Villejuif, France
机构:
Erasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, NetherlandsErasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, Netherlands
Al-Hassany, Linda
Acarsoy, Cevdet
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Erasmus MC Univ Med Ctr, Dept Epidemiol, Rotterdam, NetherlandsErasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, Netherlands
Acarsoy, Cevdet
Ikram, M. Kamran
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机构:
Erasmus MC Univ Med Ctr, Dept Epidemiol, Rotterdam, Netherlands
Erasmus MC Univ Med Ctr, Dept Neurol, Rotterdam, NetherlandsErasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, Netherlands
Ikram, M. Kamran
Bos, Daniel
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机构:
Erasmus MC Univ Med Ctr, Dept Epidemiol, Rotterdam, Netherlands
Erasmus MC Univ Med Ctr, Dept Radiol & Nucl Med, Rotterdam, NetherlandsErasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, Netherlands
Bos, Daniel
MaassenVanDenBrink, Antoinette
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Erasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, NetherlandsErasmus MC Univ Med Ctr, Dept Internal Med, Div Vasc Med & Pharmacol, Rotterdam, Netherlands
机构:
Zhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Yuan, Jinhuan
Wang, Chengwen
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Yantai Engn & Technol Coll, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Wang, Chengwen
Zhao, Chong
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Zhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Zhao, Chong
Liu, Hua
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Zhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Liu, Hua
Zhang, Yiwen
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Zhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Zhang, Yiwen
Liu, Meitong
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Zhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Liu, Meitong
Fu, Tianxiang
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Zhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
Fu, Tianxiang
Wu, Shouling
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Hebei United Univ, Kailuan Hosp, Dept Cardiol, Tangshan 063000, Hebei, Peoples R ChinaZhifu Ctr Dis Control & Prevent, Yantai 264000, Shandong, Peoples R China
机构:
Temple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Massachusetts Gen Hosp, Dept Psychiat, Boston, MA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Mac Giollabhui, Naoise
Breen, Elizabeth C.
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Univ Calif Los Angeles, Cousins Ctr Psychoneuroimmunol, Dept Psychiat & Biobehav Sci, Los Angeles, CA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Breen, Elizabeth C.
Cohn, Barbara A.
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Publ Hlth Inst, Child Hlth & Dev Studies, Berkeley, CA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Cohn, Barbara A.
Krigbaum, Nickilou Y.
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Publ Hlth Inst, Child Hlth & Dev Studies, Berkeley, CA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Krigbaum, Nickilou Y.
Cirillo, Piera M.
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Publ Hlth Inst, Child Hlth & Dev Studies, Berkeley, CA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Cirillo, Piera M.
Olino, Thomas M.
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Temple Univ, Dept Psychol & Neurosci, Philadelphia, PA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Olino, Thomas M.
Alloy, Lauren B.
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Temple Univ, Dept Psychol & Neurosci, Philadelphia, PA USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Alloy, Lauren B.
Ellman, Lauren M.
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Temple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
Temple Univ, Dept Psychol & Neurosci, 1701 N 13th St, Philadelphia, PA 19122 USATemple Univ, Dept Psychol & Neurosci, Philadelphia, PA USA
机构:
Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, NetherlandsUniv Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
de Ruiter, Sophie C.
Schmidt, A. Floriaan
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Univ Amsterdam, Amsterdam Univ Med Ctr, Dept Cardiol, Amsterdam, Netherlands
Univ Utrecht, Univ Med Ctr Utrecht, Dept Cardiol, Div Heart & Lungs, Utrecht, Netherlands
UCL, Inst Cardiovasc Sci, Fac Populat Hlth, London, England
UCL British Heart Fdn Res Accelerator Ctr, London, EnglandUniv Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
Schmidt, A. Floriaan
Grobbee, Diederick E.
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Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, NetherlandsUniv Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
Grobbee, Diederick E.
den Ruijter, Hester M.
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Univ Utrecht, Univ Med Ctr Utrecht, Div Heart & Lungs, Lab Expt Cardiol, Utrecht, NetherlandsUniv Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
den Ruijter, Hester M.
Peters, Sanne A. E.
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Univ Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
Imperial Coll London, George Inst Global Hlth, Sch Publ Hlth, London, EnglandUniv Utrecht, Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands
机构:
Tan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Tan Tock Seng Hosp, Inst Geriatr & Act Ageing, Singapore 308433, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Tay, L.
Ding, Y. Y.
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Tan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Tan Tock Seng Hosp, Inst Geriatr & Act Ageing, Singapore 308433, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Ding, Y. Y.
Leung, B. P.
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机构:
Tan Tock Seng Hosp, Dept Rheumatol Allergy & Immunol, Singapore 308433, Singapore
Natl Univ Singapore, Dept Physiol, Singapore 117548, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Leung, B. P.
Ismail, N. H.
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机构:
Tan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Tan Tock Seng Hosp, Dept Continuing & Community Care, Singapore 308433, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Ismail, N. H.
Yeo, A.
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Tan Tock Seng Hosp, Inst Geriatr & Act Ageing, Singapore 308433, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Yeo, A.
Yew, S.
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Tan Tock Seng Hosp, Inst Geriatr & Act Ageing, Singapore 308433, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore
Yew, S.
Tay, K. S.
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Tan Tock Seng Hosp, Dept Rheumatol Allergy & Immunol, Singapore 308433, SingaporeTan Tock Seng Hosp, Dept Geriatr Med, Singapore 308433, Singapore