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Wastewater-based epidemiology in low Human Development Index states: bias in consumption monitoring of illicit drugs

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Abstract

Wastewater-based epidemiology is a promising approach worldwide, and its application is currently being developed in non-advanced economies. This technology, based on known toxicokinetic data initially used to detect illicit drugs in well-managed and maintained local sewer networks, has been extended to assess other products such as pesticides, alcohol, flame retardants, nicotine, and other substances. This technology is also used in countries with non-advanced economies. The present review aims to support future wastewater-based epidemiology in such countries by providing toxicokinetic data for locally used narcotic drugs that are expected or known to be emerging in developed countries, outlining the excretion differences due to human polymorphism, and summarising the practical obstacles due to the coverage, maintenance efficiency, or type of local sewage network.Case study feedback from Martinique is presented as an example; the Martinique field study complies with the Organisation for Economic Co-operation and Development standards for health issues, but not with regard to population and urban dynamics.

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References

  • Alimohammadlou Y, Najafi A, Yalcin A (2013) Landslide process and impacts: a proposed classification method. Catena 104:219–232

    Article  Google Scholar 

  • Andreottola G, Bonomo L, Poggiali L, Zaffaroni C (1994) A methodology for the estimation of unit nutrient and organic loads from domestic and non-domestic sources. Eur Water Pollut Contr 4(6):13–19

    Google Scholar 

  • Baron C, Bonnassieux A, Bontianti A (2016) Eau des villes, assainissement et précarités – des réalités contrastées à Ouagadougou (Burkina Faso) et Niamey (Niger), Agence Française de Développement, Notes techniques 19. http://www.afd.fr/webdav/site/afd/shared/Notes%20techniques/19-notes-techniques.pdf, Accessed date 18 June 2018

  • Baselt RC (2004) Disposition of toxic drugs and chemicals in man, 7th edn. Biomedical Publications, Foster City

    Google Scholar 

  • Becquemont L, Verstuyft C, Jaillon P (2006) Pharmacogenetics and interindividual variability in drug response: cytochrome P-450 2C9 and coumarin anticoagulants. Bull Acad Natl Med 190:37–49

    CAS  Google Scholar 

  • Benowitz NL, St. Helen G, Dempsey DA, Jacob P, Tyndale RF (2016) Disposition kinetics and metabolism of nicotine and cotinine in African American smokers: Impact of CYP2A6 genetic variation and enzymatic activity. Pharmacogenet Genomics 26(7):340–350

    Article  CAS  Google Scholar 

  • Bertilsson L (1995) Geographical/interracial differences in polymorphic drug oxidation: current state of knowledge of cytochromes P450 (CYP) 2D6 and 2C19. Clin Pharmacokinet 29(3):192–209

    Article  CAS  Google Scholar 

  • Biggs CA, Olaleye OI, Jeanmeure LFC, Deines P, Jensen HS, Tait SJ, Wright PC (2011) Effect of temperature on the substrate utilization profiles of microbial communities in different sewer sediments. Environ Technol 32(2):133–144

    Article  CAS  Google Scholar 

  • Bijlsma L, Botero-Coya AM, Rincón RJ, Peñuela GA, Hernández F (2016) Estimation of illicit drug use in the main cities of Colombia by means of urban wastewater analysis. Sci Total Environ 565:984–993

    Article  CAS  Google Scholar 

  • Bisceglia KJ, Lippa KA (2014) Stability of cocaine and its metabolites in municipal wastewater – the case for using metabolite consolidation to monitor cocaine utilization. Environ Sci Pollut Res 21(6):4453–4460

    Article  CAS  Google Scholar 

  • Bouvet R, Hugbart C, Baert A, Lopez I, Le Gueut M (2012) La toxicité du khat impose-t-elle une modification de la réglementation de son usage en Europe? Ann Toxicol Anal 24(3):113–118

    Article  Google Scholar 

  • Buccelli C, Della Casa E, Paternoster M, Niola M, Pieri M (2016) Gender differences in drug abuse in the forensic toxicological approach. Forensic Sci Int 265:89–95

    Article  CAS  Google Scholar 

  • Budesa T, Egnor E, Howell L (2008) Gender influence on perceptions of healthy and unhealthy lifestyles. Osprey J Id Inqu 3:1–14

    Google Scholar 

  • Carney RM, Blumenthal JA, Stein PK, Watkins L, Catellier D, Berkman LF, Czajkowski SM, O'Connor C, Stone PH, Freedland KE (2001) Depression, heart rate variability, and acute myocardial infarction. Circulation 104:2024–2028

    Article  CAS  Google Scholar 

  • Casey G (2012) Metabolism and excretion: eliminating drugs from the body. Kai Tiaki Nurs N Z 18(7):2

    Google Scholar 

  • Castiglioni S, Bijlsma L, Covaci A, De Voogt P, Zuccato, E (2013) Evaluation of uncertainties associated with the determination of community drug use through the measurement of sewage drug biomarkers. Environ Sci Technol 47(3), pp. 1452-1460

    Article  CAS  Google Scholar 

  • Causanilles A, Ruepert C, Ibáñez M, Emke E, Hernández F, de Voogt P (2017) Occurrence and fate of illicit drugs and pharmaceuticals in wastewater from two wastewater treatment plants in Costa Rica. Sci Total Environ 599–600:98–107

    Article  CAS  Google Scholar 

  • Chalmers J, Lancaster K, Hughes C (2016) The stigmatisation of ‘ice’ and under-reporting of meth/amphetamine use in general population surveys: a case study from Australia. Int J Drug Pol 36:15–24

    Article  Google Scholar 

  • Chaplin SE (2011) Indian cities, sanitation and the state: the politics of the failure to provide. Environ Urban 23(1):57–70

    Article  Google Scholar 

  • Charles-Nicolas A (1998) Crack et cannabis dans la Caraibe. L’Harmattan, Paris

    Google Scholar 

  • Chiou WL (1979) Potential pitfalls in the conventional pharmacokinetic studies: effects of the initial mixing of drug in blood and the pulmonary first-pass elimination. J Pharmacokinet Biopharm 7(5):527–536

    Article  CAS  Google Scholar 

  • Clarke GRG, Kosec K, Wallsten S (2004) Has private participation in water and sanitation improved coverage? Empirical evidence from Latin America. Policy Research Working Paper, No. 3445. Washington, DC, World Bank

  • Coffman CB, Gentner WA (1974) Cannabis sativa L.: effect of drying time and temperature on cannabinoid profile of stored leaf tissue. Bull Narc 1:67–70

    Google Scholar 

  • Coing H (1998) Services urbains et ville: nouveaux enjeux. Soc Contemp 32:57–71

    Google Scholar 

  • Cone EJ, Tsadik A, Oyler J, Darwin WD (1998) Cocaine metabolism and urinary excretion after different routes of administration. Ther Drug Monit 20(5):556–560

    Article  CAS  Google Scholar 

  • Coquerel A, Lemaire-Hurtel A-S (2012) Devenir d’un xénobiotique dans l’organisme. In: Kintz P (ed) Traité de toicologie medico-judiciaire. Elsevier Masson, Issy-les-Moulineaux, pp 13–47

    Google Scholar 

  • Corcoran E, Nellemann C, Baker E, Bos R, Osborn D, Savelli H (2010) Sick water? The central role of wastewater management in sustainable development. A Rapid Response Assessment. United Nations Environment Programme, UN Habitat, GRID-Arendal. www.grida.no.

  • Costes JM (2010) Les Usages de drogues illicites en France depuis 1999 vus au travers du dispositif TREND. Saint-Denis, OFDT

  • Crites R, Tchobanoglous G (1998) Small and decentralized wastewater management systems. WCB/McGrawHill, New York

    Google Scholar 

  • Cruse R, Figueira D (2014) The geopolitics of cannabis in the insular Caribbean. Esp Pol 24(3):2–18

    Google Scholar 

  • de Gouvello B (2001) Les services d’eau et d’assainissement en Argentine à l’heure néo-libérale. La mondialisation des “modèles” à l’épreuve des territoires. Paris, L’Harmattan

  • De Smet PAGM (1985) A multidisciplinary overview of intoxicating snuff rituals in the western hemisphere. J Ethnopharmacol 13:3–549

    Article  Google Scholar 

  • Devault DA, Néfau T, Pascaline H, Karolak S, Levi Y (2014) First evaluation of illicit and licit drug consumption based on wastewater analysis in Fort de France urban area (Martinique, Caribbean): a transit area for drug smuggling. Sci Total Environ 490:970–978

    Article  CAS  Google Scholar 

  • Devault DA, Lévi Y, Karolak S (2017a) Applying sewage epidemiology approach to estimate illicit drug consumption in a tropical context: bias related to sewage temperature and pH. Sci Total Environ 584–585:252–258

    Article  CAS  Google Scholar 

  • Devault DA, Néfau T, Levi Y, Karolak S (2017b) The removal of illicit drugs and morphine in two waste water treatment plants (WWTPs) under tropical conditions. Environ Sci Pollut Res 24(33):25645–25655

    Article  CAS  Google Scholar 

  • Donnelly LJ (2006) A review of coal mining induced fault reactivation in Great Britain. Q J Eng Geol Hydrogeol 39(1):5–50

    Article  Google Scholar 

  • Dubresson A, Jaglin S (2010) Cities in French-speaking black Africa: the era of uncertainty. Bull Assoc Geogr Fr 87(1):15–25

    Article  Google Scholar 

  • Duque Gómez C, Jaglin S (2017) When urban modernisation entails service delivery co-production: a glance from Medellin. Urban Res Pract 10(1):43–62

    Article  Google Scholar 

  • Durand M (2012) Mesurer les inégalités environnementales et écologiques dans les villes en développement: Déchets et eaux usées à Lima. Flux 89–90:67–78

    Article  Google Scholar 

  • Durand M, Jaglin S (2012) Environmental and ecological inequalities: which applications in urban territories and services? Flux 89–90:4–14

    Article  Google Scholar 

  • Eawag (2016) Improving understanding of urban sanitation. Sustainable Sanitation Alliance (SuSanA) http://www.sfd.susana.org. Accessed date 18 June 2018

  • Eggimann S, Truffer B, Maurer M (2015) To connect or not to connect? Modelling the optimal degree of centralisation for wastewater infrastructures. Water Res 84(1):218–231

    Article  CAS  Google Scholar 

  • Elovainio M, Ferrie JE, Singh-Manoux A, Shipley M, Batty GD, Hamer HJM, Jokela M, Virtanen M, Brunner E, Marmot MG, Kivimäki M (2011) Socioeconomic differences in cardiometabolic factors: social causation or health-related selection? Evidence from the Whitehall II cohort study, 1991–2004. Am J Epidemiol 174:779–789

    Article  Google Scholar 

  • EMCDDA (2009) Statistical bulletin 2009: table TDI-17-COC route of administration by primary drug of clients entering treatment. EMCDDA, Lisbon http://wwwemcddaeuropaeu/stats09/ Accessed 27 October 2015

  • EMCDDA (2015) Wastewater analysis and drugs – a European multi-city study. European Monitoring Centre for Drugs and Drug Addiction. http://www.emcdda.europa.eu/topics/pods/waste-water-analysis. Accessed date 18 June 2018

  • Fairbairn JW, Liebmann JA (1974) The cannabinoid content of Cannabis sativa L grown in England. J Pharm Pharmacol 26(6):413–419

    Article  CAS  Google Scholar 

  • Fendrich M (2005) The undeniable problem of recanting. Addiction 100(2):143–144

    Article  Google Scholar 

  • Franconi F, Campesi I (2014) Pharmacogenomics, pharmacokinetics and pharmacodynamics: interaction with biological differences between men and women. Br J Pharmacol 171:580–594

    Article  CAS  Google Scholar 

  • Franconi F, Carru C, Spoletini I, Malorni W, Vella S, Mercuro G, Deidda M, Rosano G (2011) A GENS-based approach to cardiovascular pharmacology: impact on metabolism, pharmacokinetics and pharmacodynamics. Ther Deliv 2(11):1437–1453

    Article  CAS  Google Scholar 

  • Gao T, Du P, Xu Z, Li X (2017) Occurrence of new psychoactive substances in wastewater of major Chinese cities. Sci Total Environ 575:963–969

    Article  CAS  Google Scholar 

  • Gasche Y, Daali Y, Pharm D, Fathi M, Chiappe A, Cottini S, Dayer P, Desmeules J (2004) Codeine intoxication associated with ultrarapid CYP2D6 metabolism. N Engl J Med 351:2827–2831

    Article  CAS  Google Scholar 

  • Geijskes DC (1942) Observations on temperature in a tropical river. Ecology 23(1):106–110

    Article  Google Scholar 

  • Geisen C, Watzka M, Sittinger K, Steffens M, Daugela L, Seifried E, Müller CR, Oldenburg J (2005) VKORC1 haplotypes and their impact on the inter-individual and inter-ethnical variability of oral anticoagulation. Thromb Haemost 94(4):773–779

    Google Scholar 

  • Geresu B (2015) Khat (Catha edulis F.) and cannabinoids: parallel and contrasting behavioral effects in preclinical and clinical studies. Pharmacol Biochem Behav 138:164–173

    Article  CAS  Google Scholar 

  • Ghiadoni L, Donald AE, Cropley M, Mullen MJ, Oakley G, Taylor M, O’Connor G, Betteridge J, Klein N, Steptoe A, Deanfield JE (2000) Mental stress induces transient endothelial dysfunction in humans. Circulation 102:2473–2478

    Article  CAS  Google Scholar 

  • Gil JP, Berglund E (2007) CYP2C8 and antimalaria drug efficacy. Pharmacogenomics 8(2):187–198

    Article  CAS  Google Scholar 

  • Glaser R, Sheridan J, Malarkey WB, MacCallum RC, Kiecolt-Glaser JK (2000) Chronic stress modulates the immune response to a pneumococcal pneumonia vaccine. Psychosom Med 62:804–807

    Article  CAS  Google Scholar 

  • Glazier DS (2015) Is metabolic rate a universal ‘pacemaker’ for biological processes? Biol Rev 90(2):377–407

    Article  Google Scholar 

  • Glue P, Lockhart M, Lam F, Hung N, Hung C-T, Friedhoff L (2015) Ascending-dose study of noribogaine in healthy volunteers: pharmacokinetics, pharmacodynamics, safety, and tolerability. J Clin Pharmacol 55(2):189–194

    Article  CAS  Google Scholar 

  • Goullé J-P, Saussereau E, Lacroix C (2008) Pharmacocinétique du delta-9-tétrahydrocannabinol (THC). Ann Pharm Fr 66(4):232–244

    Article  Google Scholar 

  • Green RE, Krause J, Briggs AW, Maricic T, Stenzel U, Kircher M, Patterson N, Li H, Zhai W, Fritz MHY, Hansen NF, Durand EY, Malaspinas AS, Jensen JD, Marques-Bonet T, Alkan C, Prufer K, Meyer M, Burbano HA, Good JM, Schultz R, Aximu-Petri A, Butthof A, Hober B, Hoffner B, Siegemund M, Weihmann A, Nusbaum C, Lander ES, Russ C, Novod N, Affourtit J, Egholm M, Verna C, Rudan P, Brajkovic D, Kucan Z, Gusic I, Doronichev VB, Golovanova LV, Lalueza-Fox C, de la Rasilla M, Fortea J, Rosas A, Schmitz RW, Johnson PLF, Eichler EE, Falush D, Birney E, Mullikin JC, Slatkin M, Nielsen R, Kelso J, Lachmann M, Reich D, Paabo S (2010) Draft sequence of the Neandertal genome. Science 328(5979):710–722

    Article  CAS  Google Scholar 

  • Griffith IL, Munroe T (1995) Drugs and democracy in the Caribbean. J Commonw Comp Pol 33:358–375

    Google Scholar 

  • Grotenhermen F (2003) Pharmacokinetics and pharmacodynamics of cannabinoids. Clin Pharmacokinet 42(4):327–360

    Article  CAS  Google Scholar 

  • Halldin MM, Carlsson S, Kanter SL, Widman M, Agurell S (1982) Urinary metabolites of delta-l-tetrahydrocannabinol in man. Arzeneimittel-Forschung 32(7):764–768

    CAS  Google Scholar 

  • Haney A, Kutscheid BB (1973) Quantitative variation in the chemical constituents of marihuana from stands of naturalized Cannabis sativa L. in East-Central Illinois. Econ Bot 27(2):193–203

    Article  CAS  Google Scholar 

  • Herraiz T, Chaparro C (2005) Human monoamine oxidase is inhibited by tobacco smoke: β-carboline alkaloids act as potent and reversible inhibitors. Biochem Biophysl Res Commun 326(2):378–386

    Article  CAS  Google Scholar 

  • Hillman SS, Hancock TV, Hedrick MS (2013) A comparative meta-analysis of maximal aerobic metabolism of vertebrates: implications for respiratory and cardiovascular limits to gas exchange. J Compar Physiol B 183(2):167–179

    Article  CAS  Google Scholar 

  • Hoffman R, Al’Absi M (2010) Khat use and neurobehavioral functions: suggestions for future studies. J Ethnopharmacol 132(3):554–563

    Article  Google Scholar 

  • Hop H, Borga K, Wing G, Lars G, Janneche K, Skaare U (2002) Food web magnification of persistent organic pollutants in poikilotherms and homeotherms from the Barents Sea. Environ Sci Technol 36(12):2589–2597

    Article  CAS  Google Scholar 

  • Huestis MA, Darwin WD, Shimomura E, Lalani SA, Trinidad DV, Jenkins AJ, Cone EJ, Jacobs AJ, Smith ML, Paul BD (2007) Cocaine and metabolites urinary excretion after controlled smoked administration. J Anal Toxicol 31(8):462–468

    Article  CAS  Google Scholar 

  • Hunault CC, van Eijkeren JCH, Mensinga TT, de Vries I, Leenders MEC, Meulenbelt J (2010) Disposition of smoked cannabis with high Δ9-tetrahydrocannabinol content: a kinetic model. Toxicol Appl Pharmacol 246:148–153

    Article  CAS  Google Scholar 

  • International Monetary Fond (2008) International Monetary Fund Annual Report 2008 : Making the Global Economy Work for All. International Monetary Found Ed, New York, p 86 https://www.imf.org/en/Publications/AREB/Issues/2016/12/31/International-Monetary-Fund-Annual-Report-2008-Making-the-Global-Economy-Work-for-All-22083

    Google Scholar 

  • Izzo M, Aucelli PPC, Javier Y, Pérez C, Rosskopf CM (2010) The tropical storm noel and its effects on the territory of the Dominican Republic. Nat Hazards 53(1):139–158

    Article  Google Scholar 

  • Jaglin S (2003) Water services and metropolitan construction in Cape Town: the difficulties of urban integration. Rev Fr Adm Publ 3(107):433–445

    Google Scholar 

  • Jaglin S (2004) Vingt ans de réformes dans les services d’eau urbains d’Afrique subsaharienne: Une géographie de la diversité. Cybergeo: Eur J Geog. http://cybergeo.revues.org/1419. Accessed 18 August 2017

  • Jaglin S (2005) Services d’eau en Afrique subsaharienne. La fragmentation urbaine en question. CNRS Éditions, Paris

    Book  Google Scholar 

  • Jaglin S (2012) Services en réseaux et villes africaines: L’universalité par d’autres voies ? Esp Géog 41(1):51–67

    Article  Google Scholar 

  • Jaglin S, Repussard C, Belbéoc’h A (2011) Decentralisation and governance of drinking water services in small West African towns and villages (Benin, Mali, Senegal): the arduous process of building local governments. Can J Dev Stud 32(2):119–138

    Article  Google Scholar 

  • Jelic A, Rodriguez-Mozaz S, Barcelo D, Gutierrez O (2015) Impact of in-sewer transformation on 43 pharmaceuticals in a pressurized sewer under anaerobic conditions. Water Res 68:98–108

    Article  CAS  Google Scholar 

  • Johnson TP (2003) Homelessness and substance use: introduction. Subst Use Misuse 38(3–6):307–310

    Article  Google Scholar 

  • Johnson T, Fendrich M (2005) Modeling sources of self-report bias in a survey of drug use epidemiology. Ann Epidemiol 15(5):381–389

    Article  Google Scholar 

  • Jorritsma J, Meerman JHN, Vonk RJ, Mulder GJ (1979) Biliary and urinary excretion of drug conjugates: effect of diuresis and choleresis on excretion of harmol sulphate and harmol glucuronide in the rat. Xenobiotica 9(4):247–252

    Article  CAS  Google Scholar 

  • Kalow W (1982) Ethnic differences in drug metabolism. Clin Pharmacokinet 7(5):373–400

    Article  CAS  Google Scholar 

  • Kemp PM, Abukhalaf IK, Manno JE, Manno BR, Alford DD, McWilliams ME, Nixon FE, Fitzgerald MJ, Reeves RR, Wood MJ (1995) Cannabinoids in humans. II. The influence of three methods of hydrolysis on the concentration of THC and two metabolites in urine. J Anal Toxicol 19:292–298

    Article  CAS  Google Scholar 

  • Khan U, Nicell JA (2011) Refined sewer epidemiology mass balances and their application to heroin, cocaine and ecstasy. Environ Int 37(7):1236–1252

    Article  CAS  Google Scholar 

  • Khan U, van Nuijs ALN, Li J, Maho W, Du P, Li K, Hou L, Zhang J, Meng X, Li X, Covaci A (2014) Application of a sewage-based approach to assess the use of ten illicit drugs in four Chinese megacities. Sci Total Environ 487(1):710–721

    Article  CAS  Google Scholar 

  • Kirchheiner J, Brockmöller J (2005) Clinical consequences of cytochrome P450 2C9 polymorphisms. Clin Pharmacol Ther 77(1):1–16

    Article  CAS  Google Scholar 

  • Klein A (2004) The ganja industry and alternative development in St Vincent and the Grenadines. In: Klein A, Day M, Harriott A (eds) Caribbean drugs: from criminalization to harm reduction. Ian Randle Publishers, Kingston, pp 224–243

    Google Scholar 

  • Krämer SD, Testa B (2008) The biochemistry of drug metabolism--an introduction: part 6. Inter-individual factors affecting drug metabolism. Chem Biodivers 5(12):2465–2578. https://doi.org/10.1002/cbdv.200890214

    Article  Google Scholar 

  • Krantz DS, Schaeffer MA, Davia JE, Dembroski TM, MacDougall JM, Shaffer RT (1981) Extent of coronary atherosclerosis, type A behavior, and cardiovascular response to social interaction. Psychophys 18:654–664

    Article  CAS  Google Scholar 

  • Labrousse A (2002) Dictionnaire géopolitique des drogues, la drogue dans 134 pays, Productions, trafics, conflits, usages. De Boeck, Bruxelles

    Google Scholar 

  • Latta RP, Eaton BJ (1975) Seasonal fluctuations in cannabinoid content of Kansas Marijuana. Econ Bot 29(2):153–163

    Article  CAS  Google Scholar 

  • Lavrieux M, Jacob J, Disnar J-R, Bréheret J-G, Le Milbeau C, Miras Y, Andrieu-Ponel V (2013) Sedimentary cannabinol tracks the history of hemp retting. Geology 41(7):751–754

    Article  CAS  Google Scholar 

  • Ledgerwood DM, Goldberger BA, Risk NK, Lewis CE, Kato Price R (2008) Comparison between self-report and hair analysis of illicit drug use in a community sample of middle-aged men. Addict Behav 33(9):1131–1139

    Article  Google Scholar 

  • Legato MJ (2003) Beyond women’s health: the new discipline of gender-specific medicine. Med Clin N Am 87(5):917–937

    Article  Google Scholar 

  • Lens PNL, Visser A, Janssen AJH, Hulshoff PLW, Lettinga G (1998) Biotechnological treatment of esulfate-rich wastewaters. Crit Rev Environ Sci Technol 28(1):41–88

    Article  CAS  Google Scholar 

  • Li MD, Ma JZ, Payne TJ, Lou X-Y, Zhang D, Dupont RT, Elston RC (2008a) Genome-wide linkage scan for nicotine dependence in European Americans and its converging results with African Americans in the Mid-South Tobacco Family sample. Mol Psychiatry 13(4):407–416

    Article  CAS  Google Scholar 

  • Li JZ, Absher DM, Tang H, Southwick AM, Casto AM, Ramachandran S, Cann HM, Barsh GS, Feldman M, Cavalli-Sforza LL, Myers RM (2008b) Worldwide human relationships inferred from genome-wide patterns of variation. Science 319:1100–1103

    Article  CAS  Google Scholar 

  • Li K, Du P, Xu Z, Gao T, Li X (2016) Occurrence of illicit drugs in surface waters in China. Environ Pollut 213:395–402

    Article  CAS  Google Scholar 

  • Linhart I, Himl M, Židková M, Balíková M, Lhotková E, Páleníček T (2016) Metabolic profile of mephedrone: identification of nor-mephedrone conjugates with dicarboxylic acids as a new type of xenobiotic phase II metabolites. Toxicol Lett 240(1):114–121

    Article  CAS  Google Scholar 

  • Loebstein R, Yonath H, Peleg D, Almog S, Rotenberg M, Lubetsky A, Roitelman J, Ezra D (2001) Pharmacoepidemiology and drug utilization: Interindividual variability in sensitivity to warfarin – nature or nurture? Clin Pharmacol Ther 70(2):159–164

    Article  CAS  Google Scholar 

  • López-Arnau R, Martínez-Clemente J, Carbó M, Pubill D, Escubedo E, Camarasa J (2013) An integrated pharmacokinetic and pharmacodynamic study of a new drug of abuse, methylone, a synthetic cathinone sold as “bath salts”. Prog Neuropsychopharmacol Biol Psychiatry 45:64–72

    Article  CAS  Google Scholar 

  • Lukas SE, Orozco S (2001) Ethanol increases plasma delta 9-tetrahydrocannabinol (THC) levels and subjective effects after marihuana smoking in human volunteers. Drug Alcohol Depend 64:143–149

    Article  CAS  Google Scholar 

  • Lukas SE, Sholar M, Kouri E, Fukuzako H, Mendelson JH (1994) Marihuana smoking increases plasma cocaine levels and subjective reports of euphoria in male volunteers. Pharmacol Biochem Behav 48(3):715–721

    Article  CAS  Google Scholar 

  • Luzier AB, Killian A, Wilton JH, Wilson MF, Forrest A, Kazierad DJ (1999) Gender-related effects on metoprolol pharmacokinetics and pharmacodynamics in healthy volunteers. Clin Pharmacol Ther 66(6):594–601

    Article  CAS  Google Scholar 

  • Magalon H, Patin E, Austerlitz F, Hegay T, Aldashev A, Quintana-Murci L, Heyer E (2007) Population genetic diversity of the NAT2 gene supports a role of acetylation in human adaptation to farming in Central Asia. Eur J Hum Genet 1–9

  • Marino M, Masella R, Bulzomi P, Campesi I, Malorni W, Franconi F (2011) Nutrition and human health from a sex-gender perspective. Mol Asp Med 32:1–70

    Article  CAS  Google Scholar 

  • Marsousi N, Ancrenaz V, Daali Y, Rudaz S, Samer C, Desmeules J (2013) Influence des polymorphismes génétiques sur la variabilité de la réponse aux opioids. Douleur Analg 26:203–208

    Article  Google Scholar 

  • Massoud MA, Tarhini A, Nasr JA (2009) Decentralized approaches to wastewater treatment and management: applicability in developing countries. J Environ Manag 90(1):652–659

    Article  Google Scholar 

  • Maurer HH, Sauer C, Theobald DS (2006) Toxicokinetics of drugs of abuse: current knowledge of the isoenzymes involved in the human metabolism of tetrahydrocannabinol, cocaine, heroin, morphine, and codeine. Ther Drug Monit 28:447–453

    Article  CAS  Google Scholar 

  • Mazzitelli AL (2007) Transnational organized crime in West Africa: the additional challenge. Int Aff 83(6):1071–1090

    Article  Google Scholar 

  • McCue MD (2010) Starvation physiology: reviewing the different strategies animals use to survive a common challenge. Comp Biochem Physiol A Mol Integr Physiol 156(1):1–18

    Article  CAS  Google Scholar 

  • Mead-Bennett E (1992) Sociocultural factors related to substance abuse: focus on the African American. Add Nurs Netw 4(2):67–68

    Article  Google Scholar 

  • Mendelson JH, Mello NK, Sholar MB, Siegel AJ, Kaufman MJ, Levin JM, Renshaw PF, Cohen BM (1999) Cocaine pharmacokinetics in men and in women during the follicular and luteal phases of the menstrual cycle. Neuropsychopharm 21(2):294–303

    Article  CAS  Google Scholar 

  • Merle S, Rhinan S, Vaissade L (2007) Estimation locale de la prévalence de l’usage problématique de drogues: l’enquête NEMO. OSM Flash 40, Observatoire de la santé de la Martinique

  • Moriya F, Hashimoto Y (1996) Postmortem stability of cocaine and cocaethylene in blood and tissues of humans and rabbits. J For Sci 41(4):612–616

    CAS  Google Scholar 

  • Moslah B, Hapeshi E, Jrad A, Fatta-Kassinos D, Hedhili A (2017) Pharmaceuticals and illicit drugs in wastewater of north-eastern Tunisia. Environ Sci Pollut Res 25:18226–18241. https://doi.org/10.1007/s11356-017-8902-z

    Article  CAS  Google Scholar 

  • Mulder GJ, Hagedoorn AH (1974) UDP glucuronyltransferase and phenolsulfotransferase in vivo and in vitro. Biochem Pharmacol 23(15):2101–2109

    Article  CAS  Google Scholar 

  • Muller JE, Abela GS, Nesto RW, Tofler GH (1994) Triggers, acute risk factors and vulnerable plaques: the lexicon of a new frontier. J Am Coll Cardiol 23:809–813

    Article  CAS  Google Scholar 

  • Murphy SE, Park S-SL, Thompson EF, Wilkens LR, Patel Y, Stram DO, Le Marchand L (2014) Nicotine N-glucuronidation relative to N-oxidation and C-oxidation and UGT2B10 genotype in five ethnic/racial groups. Carcinogenesis 35(11):2526–2533

    Article  CAS  Google Scholar 

  • Nakahara Y, Ishigami A (1991) Inhalation efficiency of free-base cocaine by pyrolysis of ‘crack’ and cocaine hydrochloride. J Anal Toxicol 15(3):105–109

    Article  CAS  Google Scholar 

  • Negrão AB, Pereira AC, Guindalini C, Santos HC, Messas GP, Laranjeira R (2013) Butyrylcholinesterase genetic variants: association with cocaine dependence and related phenotypes. PLoS One 8(11):e80505

    Article  CAS  Google Scholar 

  • Nencini P, Ahmed AM (1989) Khat consumption: a pharmacological review. Drug Alcohol Depend 23(1):19–29

    Article  CAS  Google Scholar 

  • OGD (1998) Les drogues en Afrique sub-saharienne. Khartala-UNESCO, Paris

    Google Scholar 

  • Ort C, Lawrence MG, Rieckermann J, Joss A (2010) Sampling for pharmaceuticals and personal care products (PPCPs) and illicit drugs in wastewater systems: are your conclusions valid? A critical review. Environ Sci Technol 44(16):6024–6035

    Article  CAS  Google Scholar 

  • Pal R, Megharaj M, Kirkbride KP, Naidu R (2013) Illicit drugs and the environment – a review. Sci Total Environ 463–464:1079–1092

    Article  CAS  Google Scholar 

  • Patel YM, Stram DO, Wilkens LR, Park S-SL, Henderson BE, Le Marchand L, Haiman CA, Murphy SE (2015) The contribution of common genetic variation to nicotine and cotinine glucuronidation in multiple ethnic/racial populations. Cancer Epidemiol Biomark Prev 24(1):119–127

    Article  CAS  Google Scholar 

  • Patin E, Harmant C, Kidd KK, Froment A, Mehdi SQ, Sica L, Heyer E, Quintana-Murci L (2006) Sub-Saharan African coding sequence variation and haplotype diversity at the NAT2 gene. Hum Mut 27(7):720

    Article  Google Scholar 

  • Paul BD, Lalani S, Bosy T, Jacobs AJ, Huestis MA (2005) Concentration profiles of cocaine, pyrolytic methyl ecgonidine and thirteen metabolites in human blood and urine: determination by gas chromatography-mass spectrometry. Biomed Chromatogr 19(9):677–688

    Article  CAS  Google Scholar 

  • Péné-Annette A (2003) Competition for water use in the heavy industry poles of East Venezuela. Bull Assoc Geog Fr 4:430–442

    Article  Google Scholar 

  • Perez-Reyes M, Di Guiseppi S, Ondrusek G, Jeffcoat AR, Cook CE (1982) Free-base cocaine smoking. Clin Pharmacol Ther 32(4):459–465

    Article  CAS  Google Scholar 

  • Pilukowski K (1999) Dynamics of organic matter transformation in wastewaters from sugar industry purified in accumulation lagoons. J Water Land Dev 3:113–124

    Google Scholar 

  • Pond SM, Tozer TN (1984) First-pass elimination: basic concepts and clinical consequences. Clin Pharmacokinet 9(1):1–25

    Article  CAS  Google Scholar 

  • Quinn GP, Axelrod J, Brodie BB (1958) Species, strain and sex differences in metabolism of hexobarbitone, amidopyrine, antipyrine and aniline. Biochem Pharmacol 1(2):152–159

    Article  Google Scholar 

  • Rad S, Rivé K, Vittecoq B, Cerdan O, Allègre CJ (2013) Chemical weathering and erosion rates in the Lesser Antilles: an overview in Guadeloupe, Martinique and Dominica. J S Am Earth Sci 45:331–344

    Article  Google Scholar 

  • Ratola N, Cincinelli A, Alves A, Katsoyiannis A (2012) Occurrence of organic microcontaminants in the wastewater treatment process: a mini review. J Haz Mat 239–240:1–18

    Article  CAS  Google Scholar 

  • Reymond P, Renggli S, Lüthi C (2016) Towards sustainable sanitation in an urbanising. In: Ergen M (ed) Sustainable urbanization. IntechOpen, pp 115–134

  • Ricordel I, Ragoucy-Sengler C (2012) Cocaïne. In: Kintz P (ed) Traité de toxicologie medico-judiciaire. Issy-les-Moulineaux, Elsevier Masson, pp 321–384

    Chapter  Google Scholar 

  • Rodríguez-Álvarez T, Racamonde I, González-Mariño I, Borsotti A, Rodil R, Rodríguez I, Zuccato E, Quintana JB, Castiglioni S (2015) Alcohol and cocaine co-consumption in two European cities assessed by wastewater analysis. Sci Total Environ 536:91–98

    Article  CAS  Google Scholar 

  • Rommelspacher H, May T, Salewski B (1994) Harman (1-methyl-β-carboline) is a natural inhibitor of monoamine oxidase type A in rats. Eur J Pharmacol 252(1):51–59

    Article  CAS  Google Scholar 

  • Ross J (2007) Illicit drug use in Australia: epidemiology, use patterns and associated harm, 2nd edn. National Drug and Alcohol Research Centre. http://www.health.gov.au/internet/drugstrategy/publishing.nsf/content/17b917608c1969abca257317001a72d4/$file/mono-63.pdf. Accessed 27 October 2015

  • Sachse-Seeboth C, Pfeil J, Sehrt D, Meineke I, Tzvetkov M, Bruns E, Poser W, Vormfelde SV, Brockmöller J (2009) Interindividual variation in the pharmacokinetics of ∆9-tetrahydrocannabinol as related to genetic polymorphisms in CYP2C9. Clin Pharmacol Ther 85(3):273–276

    Article  CAS  Google Scholar 

  • SAMHSA (2007) The DASIS report: cocaine route-of-administration trends 1995–2005. Substance Abuse and Mental Health Services Administration (SAMHSA), Office of Applied Studies, Rockville

    Google Scholar 

  • Sanz I, Fdz-Polanco F (1990) Low temperature treatment of municipal sewage in anaerobic fluidized bed reactors. Water Res 24(4):463–469

    Article  CAS  Google Scholar 

  • Sastre C, Mazoyer C, Mayer C, Grosjean J, Di Fazio V, Saussereau É (2014) Cathinones: what do we currently know? Toxicol Anal Clin 26(3):148–155

    Google Scholar 

  • Scheidweiler KB, Plessinger MA, Shojaie J, Wood RW, Kwong TC (2003) Pharmacokinetics and pharmacodynamics of methylecgonidine, a crack cocaine pyrolyzate. J Pharmacol Exp Ther 307(3):1179–1187

    Article  CAS  Google Scholar 

  • Scordo MG, Pengo V, Spina E, Dahl ML, Gusella M, Padrini R (2002) Influence of CYP2C9 and CYP2C19 genetic polymorphisms on warfarin maintenance dose and metabolic clearance. Clin Pharmacol Ther 72(6):702–710

    Article  CAS  Google Scholar 

  • Senta I, Krizman I, Ahel M, Terzic S (2014) Assessment of stability of drug biomarkers in municipal wastewater as a factor influencing the estimation of drug consumption using sewage epidemiology. Sci Total Environ 487(1):659–665

    Article  CAS  Google Scholar 

  • Sholar LM, Kouri E, Ukuzakot H, Mendelson JH (1994) Marihuana smoking increases plasma cocaine levels and subjective reports of euphoria in male volunteers. Pharmacol Biochem Behav 48(3):715–721

    Article  Google Scholar 

  • Springer KW, Mager Stellman J, Jordan-Young RM (2011) Beyond a catalogue of differences: a theoretical frame and good practice guidelines for researching sex/gender in human health. Soc Sci Med 74:1817–1824

    Article  Google Scholar 

  • Stokes A, Douglas GB, Fourcaud T, Giadrossich F, Gillies C, Hubble T, Kim JH, Loades KW, Mao Z, McIvor IR, Mickovski SB, Mitchell S, Osman N, Phillips C, Poesen J, Polster D, Preti F, Raymond P, Rey F, Schwarz M, Walker LR (2014) Ecological mitigation of hillslope instability: ten key issues facing researchers and practitioners. Plant Soil 377(1–2):1–23

    Article  CAS  Google Scholar 

  • Taghavi T, St Helen G, Benowitz NL, Tyndale RF (2017) Effect of UGT2B10, UGT2B17, FMO3, and OCT2 genetic variation on nicotine and cotinine pharmacokinetics and smoking in African Americans. Pharmacogenet Genomics 27(4):143–154

    Article  CAS  Google Scholar 

  • Thai PK, Jiang G, Gernjak W, Yuan Z, Lai FY, Mueller JF (2014) Effects of sewer conditions on the degradation of selected illicit drug residues in wastewater. Water Res 48(1):538–547

    Article  CAS  Google Scholar 

  • Toennes SW, Kauert GF (2002) Excretion and detection of cathinone, cathine, and phenylpropanolamine in urine after kath chewing. Clin Chem 48(10):1715–1719

    CAS  Google Scholar 

  • Toennes SW, Harder S, Schramm M, Niess C, Kauert GF (2003) Pharmacokinetics of cathinone, cathine and norephedrine after the chewing of khat leaves. Br J Clin Pharmacol 56(1):125–130

    Article  CAS  Google Scholar 

  • Tourangeau R, Yan T (2007) Sensitive questions in surveys. Psychol Bull 133(5):859–883

    Article  Google Scholar 

  • UN Habitat (2016) Urbanization and development: emerging futures. World cities report

  • UNODC (2015) World drug report 2015. United Nations publication, Sales No. E.15.XI.6

  • Van Nuijs ALN, Abdellati K, Bervoets L, Blust R, Jorens PG, Neels H (2012) The stability of illicit drugs and metabolites in wastewater, an important issue for wastewater-based epidemiology? J Hazard Mater 239–240:19–23

    Article  CAS  Google Scholar 

  • Van Rooijen D, Taddesse G (2009) Urban sanitation and wastewater treatment in Addis Ababa in the Awash Basin, Ethiopia. In: Water, sanitation and hygiene: sustainable development and multisectoral approaches. Proceedings of the 34th WEDC International Conference, 2009

  • Van Someren EJW, Raymann RJEM, Scherder EJA, Daanen HAM, Swaab DF (2002) Circadian and age-related modulation of thermoreception and temperature regulation: mechanisms and functional implications. Ageing Res Rev 1(4):721–777

    Article  Google Scholar 

  • Veronesi G, Ferrario MM, Chambless LE, Sega R, Mancia G, Corrao G, Fornari C, Cesana G (2010) Gender differences in the association between education and the incidence of cardiovascular events in Northern Italy. Eur J Pub Health 21:762–767

    Article  Google Scholar 

  • Vörösmarty CJ, Willmott CJ, Choudhury BJ, Schloss AL, Stearns TK, Robeson SM, Dorman TJ (1996) Analyzing the discharge regime of a large tropical river through remote sensing, ground-based climatic data, and modeling. Water Resour Res 32(10):3137–3150

    Article  Google Scholar 

  • Wadelius M, Sörlin K, Wallerman O, Karlsson J, Yue Q-Y, Magnusson PKE, Wadelius C, Melhus H (2004) Warfarin sensitivity related to CYP2C9, CYP3A5, ABCB1 (MDR1) and other factors. Pharmacogenomics J 4(1):40–48

    Article  CAS  Google Scholar 

  • Wall ME, Perez-Reyes M (1981) The metabolism of delta-9-tetrahydrocannabinol and related cannabinoids in man. J Clin Pharmacol 21:178S–189S

    Article  CAS  Google Scholar 

  • Wang C, Hou L, Li J, Li X, Du P (2017) Occurrence of diazepam and its metabolites in wastewater and surface waters in Beijing. Environ Sci Pollut Res 24(18):15379–15389

    Article  CAS  Google Scholar 

  • Ward JV (1985) Thermal characteristics of running waters. Hydrobiologia 125(1):31–46

    Article  Google Scholar 

  • Westermeyer J (1983) Poppies, pipes and people: opium and its use it Laos. CA, University of California Press, Berkeley

    Google Scholar 

  • Widman M, Halldin MM, Agurell S (1985) Metabolism of A1_tetrahydrocannabinol in man. In: Barnett G, Chiang CN (eds) Pharmacokinetics and pharmacodynamics of psychoactive drugs. Biomedical Publications, Foster City, pp 415–426

    Google Scholar 

  • Willis J, Barnes R, Fillmore L, Shah A (2010) Quantifying methane evolution from sewers: Phase 1 results of the WERF/DeKalb County, Georgia, case study. In: Proceedings of the Water Environment Federation, WEFTEC 2010: Session 71 through session 80, pp 5411–5419(9). https://doi.org/10.2175/193864710798193554

    Article  Google Scholar 

  • Winstock A, Mitcheson L, Ramsey J, Davies S, Puchnarewic M, Marsden J (2011) Mephedrone: use, subjective effects and health risks. Addiction 106:1991–1996

    Article  Google Scholar 

  • World Bank (2016) Human Development Report 2016. UNDP Ed, New York, p 286 http://hdr.undp.org/sites/default/files/2016_human_development_report.pdf

    Google Scholar 

  • Water & Sanitation for the Urban Poor (2014) The Urban Programming Guide. How to design and implement an effective urban WASH programme. WSUP Ed., 56 pp

  • Xie Z-K, Zhao H, Huang J, Xie Z-F (2014) The regulated upon activation normal t-cell expressed and secreted (RANTES) −28C/G and −403G/A polymorphisms and asthma risk: a meta-analysis. Mol Diagn Ther 18(5):523–531

    Article  CAS  Google Scholar 

  • Yamanaka H, Nakajima M, Nishimura K, Yoshida R, Fukami T, Katoh M, Yokoi T (2004) Metabolic profile of nicotine in subjects whose CYP2A6 gene is deleted. Eur J Pharm Sci 22(5):419–425

    Article  CAS  Google Scholar 

  • Yasuda SU, Zhang L, Huang S-M (2008) The role of ethnicity in variability in response to drugs: focus on clinical pharmacology studies. Clin Pharmacol Ther 84(3):417–423

    Article  CAS  Google Scholar 

  • Yong LH, Lik NT (1977) The human urinary excretion pattern of morphine and codeine following the consumption of morphine, opium, codeine and heroin. Bull Narc 29(3):45–74

    CAS  Google Scholar 

  • Yu A-M, Idle JR, Krausz KW, Kupfer A, Gonzalez FJ (2003) Contribution of individual cytochrome P450 isozymes to the o-demethylation of the psychotropic beta-carboline alkaloids harmaline and harmine. J Pharmacol Exp Ther 305(1):315–322

    Article  CAS  Google Scholar 

  • Zaitsu K, Hayashi Y, Kusano M, Tsuchihashi H, Ishii A (2016) Application of metabolomics to toxicology of drugs of abuse: a mini review of metabolomics approach to acute and chronic toxicity studies. Drug Metab Pharmacokinet 31:21–26

    Article  CAS  Google Scholar 

  • Zhao T, Zheng S-S, Zhang B-F, Li Y-Y, Bligh SWA, Wang C-H (2012) Metabolic pathways of the psychotropic-carboline alkaloids, harmaline and harmine, by liquid chromatography/mass spectrometry and NMR spectroscopy. Food Chem 134(2):1096–1105

    Article  CAS  Google Scholar 

  • Zheng Q-D, Lin J-G, Pei W, Wang Z, Wang D-G (2017) Estimating nicotine consumption in eight cities using wastewater-based epidemiology based on ammonia nitrogen equivalent population. Sci Total Environ 590–591:226–232

    Article  CAS  Google Scholar 

  • Zubaran C (2000) Ibogaine and noribogaine: comparing parent compound to metabolite. CNS Drug Rev 6(3):219–240

    Article  CAS  Google Scholar 

  • Zuccato E, Chiabrando C, Castiglioni S, Calamari D, Bagnati R, Schiarea S, Fanelli R (2005) Cocaine in surface waters: a new evidence-based tool to monitor community drug abuse. Environ Health 4:14

    Article  Google Scholar 

  • Zuccato E, Chiabrando C, Castiglioni S, Bagnati R, Fanelli R (2008) Estimating community drug abuse by wastewater analysis. Environ Health Perspect 116(8):1027–1032

    Article  CAS  Google Scholar 

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The authors appreciate the help of Victoria Grace for the English language corrections.

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Devault, D.A., Maguet, H., Merle, S. et al. Wastewater-based epidemiology in low Human Development Index states: bias in consumption monitoring of illicit drugs. Environ Sci Pollut Res 25, 27819–27838 (2018). https://doi.org/10.1007/s11356-018-2864-7

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