Changes in illicit drug consumption patterns in 2009 detected by wastewater analysis
Abstract Background Wastewater analysis can provide estimates of illicit drug (ID) consumption in local communities. Methods We used repeated raw wastewater analysis in urban wastewater treatment plants to estimate loads of cocaine, heroin, methamphetamine, and cannabis consumed daily by the inhabit...
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description | Abstract Background Wastewater analysis can provide estimates of illicit drug (ID) consumption in local communities. Methods We used repeated raw wastewater analysis in urban wastewater treatment plants to estimate loads of cocaine, heroin, methamphetamine, and cannabis consumed daily by the inhabitants of two cities in Northern Italy, Milan and Como, from 2005 to 2009. Results Daily cocaine loads did not change in Milan from 2005 to 2008 but fell 45% in 2009 (ANOVA, p < 0.001, followed by Tukey–Kramer HSD test [2009 vs. others], p < 0.05), and there was a similar drop in Como (41%, p < 0.0001, t -test). Heroin also fell from 2008 to 2009 in Milan (66%, ANOVA, p < 0.001, followed by Tukey–Kramer [2009 vs. others], p < 0.05) and Como (26%, p = 0.017, t -test). However, methamphetamine, which had risen in Milan from 2005 to 2008, rose further in 2009 (Kruskal–Wallis test, p < 0.001, followed by Steel–Dwass [2009 or 2008 vs. previous], p < 0.05), and cannabis, which was falling from 2005 to March 2009, rose again in September 2009 (40%, p = 0.027, t -test). Conclusions Results suggest a trend toward a decrease in consumption of costly ID, such as cocaine and heroin. This might be due to a reduction in the number of consumers and/or to a change in their behaviour since there was also an increase in the consumption of less expensive ID. This itself might reflect a drop in consumers’ money supply, caused by the economic crisis. Wastewater analysis was useful to estimate ID consumption levels in local communities in real time and promptly identify changes in trends. |
doi_str_mv | 10.1016/j.drugalcdep.2011.05.007 |
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Methods We used repeated raw wastewater analysis in urban wastewater treatment plants to estimate loads of cocaine, heroin, methamphetamine, and cannabis consumed daily by the inhabitants of two cities in Northern Italy, Milan and Como, from 2005 to 2009. Results Daily cocaine loads did not change in Milan from 2005 to 2008 but fell 45% in 2009 (ANOVA, p < 0.001, followed by Tukey–Kramer HSD test [2009 vs. others], p < 0.05), and there was a similar drop in Como (41%, p < 0.0001, t -test). Heroin also fell from 2008 to 2009 in Milan (66%, ANOVA, p < 0.001, followed by Tukey–Kramer [2009 vs. others], p < 0.05) and Como (26%, p = 0.017, t -test). However, methamphetamine, which had risen in Milan from 2005 to 2008, rose further in 2009 (Kruskal–Wallis test, p < 0.001, followed by Steel–Dwass [2009 or 2008 vs. previous], p < 0.05), and cannabis, which was falling from 2005 to March 2009, rose again in September 2009 (40%, p = 0.027, t -test). Conclusions Results suggest a trend toward a decrease in consumption of costly ID, such as cocaine and heroin. This might be due to a reduction in the number of consumers and/or to a change in their behaviour since there was also an increase in the consumption of less expensive ID. This itself might reflect a drop in consumers’ money supply, caused by the economic crisis. Wastewater analysis was useful to estimate ID consumption levels in local communities in real time and promptly identify changes in trends.]]></description><identifier>ISSN: 0376-8716</identifier><identifier>EISSN: 1879-0046</identifier><identifier>DOI: 10.1016/j.drugalcdep.2011.05.007</identifier><identifier>PMID: 21636225</identifier><identifier>CODEN: DADEDV</identifier><language>eng</language><publisher>Shannon: Elsevier Ireland Ltd</publisher><subject>Addictive behaviors ; Adult and adolescent clinical studies ; Biological and medical sciences ; Cannabis ; Cocaine ; Cocaine - analysis ; Community consumption ; Consumer behaviour ; Consumption ; Drug abuse ; Drug addiction ; Economic crisis ; Environmental Monitoring - methods ; Heroin ; Heroin - analysis ; Humans ; Illicit drugs ; Italy ; Medical sciences ; Methamphetamine - analysis ; Miscellaneous ; Psychiatry ; Psychology. Psychoanalysis. Psychiatry ; Psychopathology. Psychiatry ; Public Health ; Public health. Hygiene ; Public health. Hygiene-occupational medicine ; Street Drugs - analysis ; Substance Abuse Detection - methods ; Wastewater ; Wastewater analysis ; Water Pollutants, Chemical - analysis</subject><ispartof>Drug and alcohol dependence, 2011-11, Vol.118 (2), p.464-469</ispartof><rights>Elsevier Ireland Ltd</rights><rights>2011 Elsevier Ireland Ltd</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2011 Elsevier Ireland Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c523t-4d927c5d615ebcc2148f73b2e389de2b5485e62c5edccdb11b836df7247c67cf3</citedby><cites>FETCH-LOGICAL-c523t-4d927c5d615ebcc2148f73b2e389de2b5485e62c5edccdb11b836df7247c67cf3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.drugalcdep.2011.05.007$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>315,781,785,3551,27926,27927,31002,45997</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24624113$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21636225$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zuccato, Ettore</creatorcontrib><creatorcontrib>Castiglioni, Sara</creatorcontrib><creatorcontrib>Tettamanti, Mauro</creatorcontrib><creatorcontrib>Olandese, Raffaela</creatorcontrib><creatorcontrib>Bagnati, Renzo</creatorcontrib><creatorcontrib>Melis, Manuela</creatorcontrib><creatorcontrib>Fanelli, Roberto</creatorcontrib><title>Changes in illicit drug consumption patterns in 2009 detected by wastewater analysis</title><title>Drug and alcohol dependence</title><addtitle>Drug Alcohol Depend</addtitle><description><![CDATA[Abstract Background Wastewater analysis can provide estimates of illicit drug (ID) consumption in local communities. Methods We used repeated raw wastewater analysis in urban wastewater treatment plants to estimate loads of cocaine, heroin, methamphetamine, and cannabis consumed daily by the inhabitants of two cities in Northern Italy, Milan and Como, from 2005 to 2009. Results Daily cocaine loads did not change in Milan from 2005 to 2008 but fell 45% in 2009 (ANOVA, p < 0.001, followed by Tukey–Kramer HSD test [2009 vs. others], p < 0.05), and there was a similar drop in Como (41%, p < 0.0001, t -test). Heroin also fell from 2008 to 2009 in Milan (66%, ANOVA, p < 0.001, followed by Tukey–Kramer [2009 vs. others], p < 0.05) and Como (26%, p = 0.017, t -test). However, methamphetamine, which had risen in Milan from 2005 to 2008, rose further in 2009 (Kruskal–Wallis test, p < 0.001, followed by Steel–Dwass [2009 or 2008 vs. previous], p < 0.05), and cannabis, which was falling from 2005 to March 2009, rose again in September 2009 (40%, p = 0.027, t -test). Conclusions Results suggest a trend toward a decrease in consumption of costly ID, such as cocaine and heroin. This might be due to a reduction in the number of consumers and/or to a change in their behaviour since there was also an increase in the consumption of less expensive ID. This itself might reflect a drop in consumers’ money supply, caused by the economic crisis. Wastewater analysis was useful to estimate ID consumption levels in local communities in real time and promptly identify changes in trends.]]></description><subject>Addictive behaviors</subject><subject>Adult and adolescent clinical studies</subject><subject>Biological and medical sciences</subject><subject>Cannabis</subject><subject>Cocaine</subject><subject>Cocaine - analysis</subject><subject>Community consumption</subject><subject>Consumer behaviour</subject><subject>Consumption</subject><subject>Drug abuse</subject><subject>Drug addiction</subject><subject>Economic crisis</subject><subject>Environmental Monitoring - methods</subject><subject>Heroin</subject><subject>Heroin - analysis</subject><subject>Humans</subject><subject>Illicit drugs</subject><subject>Italy</subject><subject>Medical sciences</subject><subject>Methamphetamine - analysis</subject><subject>Miscellaneous</subject><subject>Psychiatry</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychopathology. Psychiatry</subject><subject>Public Health</subject><subject>Public health. Hygiene</subject><subject>Public health. Hygiene-occupational medicine</subject><subject>Street Drugs - analysis</subject><subject>Substance Abuse Detection - methods</subject><subject>Wastewater</subject><subject>Wastewater analysis</subject><subject>Water Pollutants, Chemical - analysis</subject><issn>0376-8716</issn><issn>1879-0046</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqNkk1v1DAQQCMEotvCX0C-ILgkeOzYTi5IdAUFqRIHytly7EnxknWCnVDtv8dhFypxAHzx5c3nm6IgQCugIF_tKheXWzNYh1PFKEBFRUWpelBsoFFtSWktHxYbypUsGwXyrDhPaUfzky19XJwxkFwyJjbFzfaLCbeYiA_ED4O3fiZrbmLHkJb9NPsxkMnMM8bwE2KUtsThjHZGR7oDuTNpxjuTAWKCGQ7JpyfFo94MCZ-e_ovi87u3N9v35fXHqw_bN9elFYzPZe1apqxwEgR21jKom17xjiFvWoesE3UjUDIr0FnrOoCu4dL1itXKSmV7flG8OOad4vhtwTTrvU8Wh8EEHJekW6hVC3nSf5OUS9FIyjP58q8kKAlScNbWGW2OqI1jShF7PUW_N_GggerVk97pe0969aSp0NlTDn12qrJ0e3S_A3-JycDzE2CSNUMfTbA-3XO1ZDXA2u7lkcO85-8eo07WY7DofMyKtBv9_3Tz-o8kdvDB57pf8YBpNy4xm82z68Q01Z_Wu1rPCoBSBgr4D7R6yjc</recordid><startdate>20111101</startdate><enddate>20111101</enddate><creator>Zuccato, Ettore</creator><creator>Castiglioni, Sara</creator><creator>Tettamanti, Mauro</creator><creator>Olandese, Raffaela</creator><creator>Bagnati, Renzo</creator><creator>Melis, Manuela</creator><creator>Fanelli, Roberto</creator><general>Elsevier Ireland Ltd</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QJ</scope><scope>7X8</scope></search><sort><creationdate>20111101</creationdate><title>Changes in illicit drug consumption patterns in 2009 detected by wastewater analysis</title><author>Zuccato, Ettore ; Castiglioni, Sara ; Tettamanti, Mauro ; Olandese, Raffaela ; Bagnati, Renzo ; Melis, Manuela ; Fanelli, Roberto</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c523t-4d927c5d615ebcc2148f73b2e389de2b5485e62c5edccdb11b836df7247c67cf3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Addictive behaviors</topic><topic>Adult and adolescent clinical studies</topic><topic>Biological and medical sciences</topic><topic>Cannabis</topic><topic>Cocaine</topic><topic>Cocaine - analysis</topic><topic>Community consumption</topic><topic>Consumer behaviour</topic><topic>Consumption</topic><topic>Drug abuse</topic><topic>Drug addiction</topic><topic>Economic crisis</topic><topic>Environmental Monitoring - methods</topic><topic>Heroin</topic><topic>Heroin - analysis</topic><topic>Humans</topic><topic>Illicit drugs</topic><topic>Italy</topic><topic>Medical sciences</topic><topic>Methamphetamine - analysis</topic><topic>Miscellaneous</topic><topic>Psychiatry</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychopathology. Psychiatry</topic><topic>Public Health</topic><topic>Public health. Hygiene</topic><topic>Public health. Hygiene-occupational medicine</topic><topic>Street Drugs - analysis</topic><topic>Substance Abuse Detection - methods</topic><topic>Wastewater</topic><topic>Wastewater analysis</topic><topic>Water Pollutants, Chemical - analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zuccato, Ettore</creatorcontrib><creatorcontrib>Castiglioni, Sara</creatorcontrib><creatorcontrib>Tettamanti, Mauro</creatorcontrib><creatorcontrib>Olandese, Raffaela</creatorcontrib><creatorcontrib>Bagnati, Renzo</creatorcontrib><creatorcontrib>Melis, Manuela</creatorcontrib><creatorcontrib>Fanelli, Roberto</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>MEDLINE - Academic</collection><jtitle>Drug and alcohol dependence</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zuccato, Ettore</au><au>Castiglioni, Sara</au><au>Tettamanti, Mauro</au><au>Olandese, Raffaela</au><au>Bagnati, Renzo</au><au>Melis, Manuela</au><au>Fanelli, Roberto</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Changes in illicit drug consumption patterns in 2009 detected by wastewater analysis</atitle><jtitle>Drug and alcohol dependence</jtitle><addtitle>Drug Alcohol Depend</addtitle><date>2011-11-01</date><risdate>2011</risdate><volume>118</volume><issue>2</issue><spage>464</spage><epage>469</epage><pages>464-469</pages><issn>0376-8716</issn><eissn>1879-0046</eissn><coden>DADEDV</coden><abstract><![CDATA[Abstract Background Wastewater analysis can provide estimates of illicit drug (ID) consumption in local communities. Methods We used repeated raw wastewater analysis in urban wastewater treatment plants to estimate loads of cocaine, heroin, methamphetamine, and cannabis consumed daily by the inhabitants of two cities in Northern Italy, Milan and Como, from 2005 to 2009. Results Daily cocaine loads did not change in Milan from 2005 to 2008 but fell 45% in 2009 (ANOVA, p < 0.001, followed by Tukey–Kramer HSD test [2009 vs. others], p < 0.05), and there was a similar drop in Como (41%, p < 0.0001, t -test). Heroin also fell from 2008 to 2009 in Milan (66%, ANOVA, p < 0.001, followed by Tukey–Kramer [2009 vs. others], p < 0.05) and Como (26%, p = 0.017, t -test). However, methamphetamine, which had risen in Milan from 2005 to 2008, rose further in 2009 (Kruskal–Wallis test, p < 0.001, followed by Steel–Dwass [2009 or 2008 vs. previous], p < 0.05), and cannabis, which was falling from 2005 to March 2009, rose again in September 2009 (40%, p = 0.027, t -test). Conclusions Results suggest a trend toward a decrease in consumption of costly ID, such as cocaine and heroin. This might be due to a reduction in the number of consumers and/or to a change in their behaviour since there was also an increase in the consumption of less expensive ID. This itself might reflect a drop in consumers’ money supply, caused by the economic crisis. Wastewater analysis was useful to estimate ID consumption levels in local communities in real time and promptly identify changes in trends.]]></abstract><cop>Shannon</cop><pub>Elsevier Ireland Ltd</pub><pmid>21636225</pmid><doi>10.1016/j.drugalcdep.2011.05.007</doi><tpages>6</tpages></addata></record> |
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subjects | Addictive behaviors Adult and adolescent clinical studies Biological and medical sciences Cannabis Cocaine Cocaine - analysis Community consumption Consumer behaviour Consumption Drug abuse Drug addiction Economic crisis Environmental Monitoring - methods Heroin Heroin - analysis Humans Illicit drugs Italy Medical sciences Methamphetamine - analysis Miscellaneous Psychiatry Psychology. Psychoanalysis. Psychiatry Psychopathology. Psychiatry Public Health Public health. Hygiene Public health. Hygiene-occupational medicine Street Drugs - analysis Substance Abuse Detection - methods Wastewater Wastewater analysis Water Pollutants, Chemical - analysis |
title | Changes in illicit drug consumption patterns in 2009 detected by wastewater analysis |
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