126 results on '"Milord F"'
Search Results
2. Cyclospora cayetanensis: a description of clinical aspects of an outbreak in Quebec, Canada
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MILORD, F., LAMPRON-GOULET, E., ST-AMOUR, M., LEVAC, E., and RAMSAY, D.
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- 2012
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3. Au-delà de la pandémie COVID-19 - Qu'en est-il des services visant l'affection post-COVID ?
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Zewail, R., primary, Gariépy, C., additional, Milord, F., additional, Zhang, Z., additional, Tiphane, A., additional, Poliquin, A., additional, Diallo, D., additional, Barrette, É., additional, and Désormiers, L., additional
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- 2022
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4. Portrait de la maladie de Lyme et exposition en milieu de travail, Montérégie, 2013-2018
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Milord, F., primary, Hastir, M., additional, Ouellet, C., additional, Pelletier, J., additional, Sédillot-Daniel, S., additional, Michaud-Tétreault, J., additional, Gariépy, C., additional, Lambert, L., additional, and Hauyon, A., additional
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- 2022
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5. Associations between Ixodes scapularis ticks and small mammal hosts in a newly endemic zone in southeastern Canada: Implications for Borrelia burgdorferi transmission
- Author
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Bouchard, C., Beauchamp, G., Nguon, S., Trudel, L., Milord, F., Lindsay, L.R., Bélanger, D., and Ogden, N.H.
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- 2011
- Full Text
- View/download PDF
6. Investigations of foodborne outbreaks caused by a parasite in Canada
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Dixon, B., primary, Landry, L., additional, and Milord, F., additional
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- 2012
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7. Morbidity, mortality and long-term sequelae of West Nile virus disease in Québec
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Kairy D, Tannenbaum Tn, Lowe Am, Vibien A, Fortin A, Ouhoumanne N, Milord F, and K-Lensch J
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Adult ,Male ,medicine.medical_specialty ,Pediatrics ,Adolescent ,Epidemiology ,030231 tropical medicine ,Disease ,Severity of Illness Index ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Severity of illness ,medicine ,Humans ,Prospective Studies ,030212 general & internal medicine ,Young adult ,Aged ,Aged, 80 and over ,Original Paper ,business.industry ,Medical record ,Public health ,Quebec ,Middle Aged ,medicine.disease ,Mental health ,Infectious Diseases ,Female ,Morbidity ,business ,West Nile virus ,Meningitis ,West Nile Fever ,Encephalitis - Abstract
We aimed to describe the clinical characteristics of West Nile patients reported in Québec in 2012 and 2013 and to document physical, mental and functional status 24 months after symptom onset according to illness severity. The cases were recruited by a public health professional. Data were collected from public health files, medical records and two standardised phone questionnaires: the Short Form-36 and the Instrumental Activities of Daily Living. In all, 92 persons participated in the study (25 had West Nile fever (WNF), 18 had meningitis and 49 had encephalitis). Encephalitis participants were older, had more underlying medical conditions, more neurological symptoms, worse hospital course and higher lethality than meningitis or WNF participants. Nearly half of the surviving hospitalised encephalitis patients required extra support upon discharge. At 24-month follow-up, encephalitis and meningitis patients had a lower score in two domains of the mental component: mental health and social functioning (P = 0.0025 and 0.0297, respectively) compared with the norms based on age- and sex-matched Canadians. Physical status was not affected by West Nile virus (WNV) infection. In addition, 5/36 (15%) of encephalitis, 1/17 (6%) of meningitis and 1/23 (5%) of WNF participants had new functional limitations 24 months after symptom onset. In summary, mental and functional sequelae in encephalitis patients are likely to represent a source of long-term morbidity. Preventive measures should target patients at higher risk of severe illness after WNV infection.
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- 2018
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8. Efficacy and toxicity of eflornithine for treatment of Trypanosoma brucei gambiense sleeping sickness
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Milord, F., Pepin, J., Loko, L., Ethier, L., and Mpia, B.
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African trypanosomiasis -- Drug therapy ,Difluoromethylornithine -- Health aspects - Published
- 1992
9. The Treatment of Human African Trypanosomiasis
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Pépin, J., primary and Milord, F., additional
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- 1994
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10. Clinical presentation of reported lyme disease cases among children from Quebec (Canada) between 2009-2017
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Milord, F., primary, Jolicoeur, G., additional, Hacala, M.-A., additional, Jiang, J., additional, Leclerc, M., additional, Phan, E., additional, and Lambert, L., additional
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- 2019
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11. 9 - Investigations of foodborne outbreaks caused by a parasite in Canada
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Dixon, B., Landry, L., and Milord, F.
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- 2012
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12. The Impact of Human Immunodeficiency Virus Infection on the Epidemiology and Treatment of Trypanosoma Brucei Gambiense Sleeping Sickness in Nioki, Zaire
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L. Ethier, Kazadi C, Pepin J, Ryder R, and Milord F
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Adult ,Male ,Rural Population ,medicine.medical_specialty ,Adolescent ,Sexual Behavior ,Trypanosoma brucei gambiense ,Population ,Blood Donors ,HIV Infections ,HIV Antibodies ,Trypanosoma brucei ,Acquired immunodeficiency syndrome (AIDS) ,Recurrence ,Risk Factors ,Immunity ,Virology ,Epidemiology ,Prevalence ,medicine ,Animals ,Humans ,Occupations ,education ,education.field_of_study ,biology ,business.industry ,Incidence ,Incidence (epidemiology) ,Age Factors ,Middle Aged ,medicine.disease ,biology.organism_classification ,Trypanosomiasis, African ,Infectious Diseases ,Immunology ,Democratic Republic of the Congo ,HIV-1 ,Female ,Parasitology ,Viral disease ,business ,Trypanosomiasis - Abstract
To determine if there is an association between human immunodeficiency virus type 1 (HIV-1) infection and Trypanosoma brucei gambiense sleeping sickness, all incident cases of trypanosomiasis and a control group of blood donors presenting to the same rural hospital in Zaire were tested for anti-human immunodeficiency virus type 1 (anti-HIV-1) antibodies. There was no significant difference in the prevalence of HIV-1 infection between the two groups (7 of 220, [3.2%] for the incident cases and 8 of 388 [2.1%] for the blood donors; P = 0.56). Among the three HIV-1 seropositive incident cases of trypanosomiasis treated with difluoromethylornithine, two (67%) relapsed after treatment compared with four of 39 (10%) HIV-1 seronegative incident cases treated with the same drug (P = 0.05). These findings suggest that at the present time, HIV-1 infection is not having a significant impact on the incidence of T. brucei gambiense sleeping sickness in rural Zaire, but the possibility that incident cases of trypanosomiasis concurrently infected with HIV-1 may be at higher risk of treatment failure warrants further investigation.
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- 1992
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13. HIV and related infections in a sample of recyclable waste collectors of Brazil
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Khandekar J, Zhao Zy, Xu J, Porto Ma, Ribeiro Nm, Ma Gq, Li Xf, Huang Xl, Kamuragiye A, Wu W, Ralph Dj, Chen J, Gomes Po, Du Zd, Li Zz, Peng Y, Weifu Wang, Lin H, Gisselquist D, Lahariya C, Dada Y, Minhas S, Lou Jg, Rozman Ma, Milord F, Luo D, Zhang F, Chen Y, Manshande Jp, Alves Is, Frost E, and Le Chang
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medicine.medical_specialty ,Conservation of Natural Resources ,Urban Population ,Sexual Behavior ,Population ,Alternative medicine ,HIV Infections ,Dermatology ,Cohort Studies ,Hepatitis B, Chronic ,Acquired immunodeficiency syndrome (AIDS) ,Seroepidemiologic Studies ,Epidemiology ,medicine ,Humans ,Pharmacology (medical) ,HIV/AIDS in China ,Intensive care medicine ,education ,Poverty ,Health policy ,education.field_of_study ,business.industry ,Transmission (medicine) ,Public Health, Environmental and Occupational Health ,Retrospective cohort study ,Hepatitis C, Chronic ,medicine.disease ,Virology ,Syphilis Serodiagnosis ,Infectious Diseases ,business ,Brazil - Abstract
Tasked by the Ministry of Health the Chinese Medical Association organized experts to develop these Guidelines for Diagnosis and Treatment of HIV/AIDS. Based on the latest national and international research developments these guidelines adopt an evidence-based approach taking into account the characteristics of Chinas situation. Topics include epidemiology etiology pathogenesis pathological changes clinical presentation and staging laboratory tests diagnosis highly active antiretroviral therapy (HAART) diagnosis and treatment of common opportunistic infections (OIs) prevention of mother-to-child transmission (PMTCT) and post-exposure prophylaxis. Special attention focuses on the antiretroviral therapy. Features of these guidelines include: 1) systematic and comprehensive coverage from basic science to the clinical from treatment to prophylaxis; 2) evidence-based medicine that avoids recommending views and approaches yet to be proven; 3) clinically practical and innovative buildingupon the consensus from Chinese experts (particularly in regard to HIV clinical staging and diagnostic criteria) epidemiology of HIV and AIDS in China and the clinical characteristics of Chinese AIDS patients; 4) recommendation of HAART regimens based on in-country drug availability. (excerpt)
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- 2007
14. Immunogénicité et faisabilité de la vaccination intradermique contre la rage au Québec
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Bui, Y, primary, Sow, M, additional, Cambron-Goulet, E, additional, Levac, E, additional, and Milord, F, additional
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- 2015
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15. Immunogenicity and feasibility of intradermal vaccination against rabies in Quebec
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Bui, Y, primary, Sow, M, additional, Cambron-Goulet, E, additional, Levac, E, additional, and Milord, F, additional
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- 2015
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16. Vaccination practices of Quebec family physicians. Influenza vaccination status and professional practices for influenza vaccination
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Baron, G., De Wals, P., and Milord, F.
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Male ,Infectious Disease Transmission, Patient-to-Professional ,Quebec ,Middle Aged ,Infectious Disease Transmission, Professional-to-Patient ,Logistic Models ,Health Care Surveys ,Influenza, Human ,Multivariate Analysis ,Humans ,Female ,Immunization ,Practice Patterns, Physicians' ,Family Practice ,Research Article ,Aged - Abstract
OBJECTIVE: To assess influenza vaccination status and influenza vaccination practices of family physicians in Quebec. DESIGN: Mail survey of a random sample of 1000 family physicians. SETTING: Family practices in the province of Quebec. PARTICIPANTS: Of 1000 Quebec family physicians sent questionnaires, 550 responded. After excluding physicians who worked only in institutions, had no patients older than 65 years, or did clinical work less than 20% of the time, 379 respondents were eligible for the study. MAIN OUTCOME MEASURES: Vaccination status of family physicians in 1996 and professional practices based on six clinical and administrative activities pertaining to influenza vaccination. RESULTS: Prevalence of vaccination was 35.5% (95% confidence interval 30.8% to 40.4%) among responding physicians and was higher among those 60 years and older, those with a chronic condition, and those perceiving high peer pressure to get vaccinated. Most respondents frequently assessed the current influenza vaccination status of their patients, risk factors for influenza-related complications, and contraindications to the vaccine. They also frequently provided education about influenza and its vaccine, recommended vaccination, and administered the vaccine. Only a few reported assessing prior influenza vaccinations or recording vaccination status regularly. Finally, vaccinated physicians recommended the vaccine more frequently to their patients than unvaccinated physicians did. CONCLUSION: Promotion programs focusing on peer influence could increase vaccination of family physicians. This could in turn improve vaccination coverage of elderly patients.
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- 2001
17. Harvested White-Tailed Deer as Sentinel Hosts for Early Establishing Ixodes scapularis Populations and Risk From Vector-Borne Zoonoses in Southeastern Canada
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Bouchard, C., primary, Leighton, P. A., additional, Beauchamp, G., additional, Nguon, S., additional, Trudel, L., additional, Milord, F., additional, Lindsay, L. R., additional, Bélanger, D., additional, and Ogden, N. H., additional
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- 2013
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18. Cyclospora cayetanensis: a description of clinical aspects of an outbreak in Quebec, Canada
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MILORD, F., primary, LAMPRON-GOULET, E., additional, ST-AMOUR, M., additional, LEVAC, E., additional, and RAMSAY, D., additional
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- 2011
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19. The Treatment of Human African Trypanosomiasis
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Milord F and Jacques Pépin
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business.industry ,Immunology ,Medicine ,African trypanosomiasis ,Melarsoprol ,business ,Protozoal disease ,medicine.disease ,Trypanosomiasis ,medicine.drug - Published
- 1994
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20. Risk factors for encephalopathy and mortality during melarsoprol treatment of Trypanosoma brucei gambiense sleeping sickness
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Pépin, J., primary, Milord, F., additional, Khonde, A.N., additional, Niyonsenga, T., additional, Loko, L., additional, Mpia, B., additional, and Wals, P.De, additional
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- 1995
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21. Gambiense trypanosomiasis: frequency of, and risk factors for, failure of melarsoprol therapy
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Pépin, J., primary, Milord, F., additional, Khonde, A., additional, Niyonsenga, T., additional, Loko, L., additional, and Mpia, B., additional
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- 1994
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22. The Impact of Human Immunodeficiency Virus Infection on the Epidemiology and Treatment of Trypanosoma Brucei Gambiense Sleeping Sickness in Nioki, Zaire
- Author
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Pepin, J., primary, Kazadi, C., additional, Ethier, L., additional, Ryder, R., additional, and Milord, F., additional
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- 1992
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23. High-dose nifurtimox for arseno-resistant Trypanosoma brucei gambiense sleeping sickness: an open trial in central Zaire
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Pépin, J., primary, Milord, F., additional, Meurice, F., additional, Ethier, L., additional, Loko, L., additional, and Mpia, B., additional
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- 1992
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24. Cases of Malaria, Hepatitis A, and Typhoid Fever Among VFRs, Quebec (Canada)
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Bui YG, Trépanier S, Milord F, Blackburn M, Provost S, and Gagnon S
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- 2011
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25. African trypanosomiasis and drug-induced encephalopathy: risk factors and pathogenesis
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Pepin, J., primary and Milord, F., additional
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- 1991
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26. Contributor contact details
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Hoorfar, J., Schoder, D., Wagner, M., Allerberger, F., Stewart, A.G., Vivancos, R., Keenan, A., Theodore, C., Ghebrehewet, S., Smith, M.A., Goodridge, L.D., LeJeune, J.T., Beutin, L., Hänninen, Marja-Liisa, Hörman, Ari, Ehling-Schulz, Dr Monika, Messelhäusser, U., Dutton, M.F., Dixon, Brent, Landry, L., Milord, F., Jordan, Kieran N., Hunt, Karen, Fox, Edward M., Biguzzi, V., Pezzotti, G., Gianfranceschi, M.V., De Medici, D., Nordkvist, Erik, Elviss, N.C., Jørgensen, F., Pillai, Suresh D., Rudi, Knut, Ricanek, Petr, Tannæs, Tone, Brackmann, Stephan, Perminow, Gøri, Vatn, Morten H., A.Wingstrand, Jensen, T., Sørensen, G., Gubbels, S., Porsbo, L.J., Ethelberg, S., Bjerager, G.O., Kjeldsen, M.K., Torpdahl, M., Kuhn, K.G., Knutsson, R., Båverud, V., Elvander, M., Olsson Engvall, E., Eliasson, K., Sternberg Lewerin, S., Orlando, D., Dennis, Sigit Setyabudi, F.M.C., Suci Hardianti, M., Nicolau, Anca Ioana, Christensen, L.S., Häggblom, Per, Jordan, K.N., Hunt, K., Drosinos, E.H., Skandamis, P.N., Charalambidou, S.G., Eddy, D.W., Haynes, I.N., Feng, Peter, Kornacki, Jeffrey L., Löfström, C., Josefsen, M.H., Hansen, F., Sumner, J., Jenson, I., Ross, T., Walker, M.J., Zentek, J., Knorr, F., Mader, A., Schafft, H., Cardoso, Claudio F., Cruz, Adriano G., Faria, José A.F., Pinto, Uelinton M., Ballin, N.Z., Nielsen, E.E., Hemmer-Hansen, J., Bekkevold, D., Holst-Jensen, A., Ali, A.R., Emanuelsen, L., Grønbeck, T.M., Harbo, S.B., Skjæret, C., Spilsberg, B., Waiblinger, H.-U., Sørensen, J., and Bisgaard, S.
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- 2012
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27. Effectiveness and cost comparison of two strategies for hepatitis B vaccination of schoolchildren.
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Guay M, Clouâtre A, Blackburn M, Baron G, De Wals P, Roy C, Desrochers J, Milord F, Guay, Maryse, Clouâtre, Anne-Marie, Blackburn, Manon, Baron, Geneviève, De Wals, Philippe, Roy, Chantale, Desrochers, Jean, and Milord, François
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Context: In 1994, immunization against hepatitis B was implemented in schools in Quebec, targeting grade 4 students. In 1996-1997 and 1997-1998, one Local Community Service Centre (CLSC) replaced the school-based program in its district with vaccination offered in community clinics after school hours. The aim of the current study was to compare the effectiveness and costs of school-based and clinic-based programs.Methods: Vaccination coverage data were collected in the CLSC with the clinic-based program (CBP), and in three matched CLSCs with a school-based program (SBP), from 1994 to 2000. Surveys were conducted to estimate costs to parents, to schools and to CLSCs in 1997-1998.Results: With the implementation of the CBP, the vaccination coverage fell to 73%, compared with over 90% in the SBPs. Coverage increased to 90% when the CBP was abandoned. Costs to the CLSC were not much lower in the CBP. Societal costs were $63 per student vaccinated in the CBP, and < or = $40 in the SBPs.Conclusion: Results demonstrate the advantage of a SBP over a CBP for the immunization of schoolchildren. [ABSTRACT FROM AUTHOR]- Published
- 2003
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28. Cost-effectiveness of a lottery for increasing physicians' responses to a mail survey.
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Baron, Genevieve, De Wals, Philippe, Milord, Francois, Baron, G, De Wals, P, and Milord, F
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MAIL surveys ,RESPONSE rates ,LOTTERIES ,PHYSICIANS - Abstract
To evaluate the cost-effectiveness of a lottery on physicians' responses to a mail survey, a randomized controlled trial was conducted with a random sample of 1,000 members of the Quebec Federation of General Practitioners in 1997. For the first mailing of this survey, each respondent was randomly assigned to the control or experimental group, which was offered participation in a lottery upon return of the questionnaire. Response rate was 41.2% in the experimental group and 34.8% in the control group, a 6.4% difference (CI95%: 0.6%-12.6%). The additional cost of the lottery was about Can$500, giving an incremental cost of Can$16 per questionnaire returned. In conclusion, a lottery resulted in a small but statistically significant increase in the response rate of physicians to a mail survey. This method may be a cost-effective option when applied to large surveys. [ABSTRACT FROM AUTHOR]
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- 2001
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29. Associations between Ixodes scapularisticks and small mammal hosts in a newly endemic zone in southeastern Canada: Implications for Borrelia burgdorferitransmission
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Bouchard, C., Beauchamp, G., Nguon, S., Trudel, L., Milord, F., Lindsay, L.R., Bélanger, D., and Ogden, N.H.
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Immature Ixodes scapularisinfestation and Borrelia burgdorferiinfection of wild small mammals were studied from June to October in 2007 and from May to October in 2008 at 71 study sites in a zone where I. scapularispopulations and environmental Lyme disease risk are emerging in southwestern Quebec. Seasonal host-seeking activity of immature I. scapulariswas similar to patterns reported previously in Canada and the USA: nymphal activity peaked in spring while larval activity peaked in late summer. Synchronous activity of nymphs with some larvae was observed in late spring, which could favour establishment of B. burgdorferistrains that cause short-lived infections in their hosts. White-footed mice (Peromyscus leucopus), deer mice (P. maniculatus), chipmunks (Tamias striatus), and red squirrels (Tamiasciurus hudsonicus) carried 92.0% of the larvae and 94.2% of the nymphs collected. Adult male white-footed mice carried significantly larger numbers of both larval and nymphal I. scapularisthan other species and classes of small mammals (different demographic groups or physiological status: age, sex, sexual activity). We conclude that seasonality and host association were comparable to previous studies in North America, even in the context of a newly endemic pattern of low infection prevalence and low densities of host-seeking and feeding I. scapularisin southwestern Quebec. Our studies suggest that B. burgdorferitransmission cycles are focused on adult male mice (which carried 35% of all feeding ticks collected in the study), so control methods targeting this class of hosts may be particularly effective. However, our study also suggested that habitats containing a diverse host structure may dilute transmission cycles by partitioning of nymphal and larval ticks on different host species.
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- 2011
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30. Trial of prednisolone for prevention of melarsoprol-induced encephalopathy in gambiense sleeping...
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Pepin, J. and Milord, F.
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TRYPANOSOMIASIS treatment , *PREDNISONE , *DRUG efficacy - Abstract
Presents a prospective randomized trial to study the effects of prednisolone in patients who had `Trypanosoma brucei gambiense' with central nervous system involvement in Zaire. Research methods.
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- 1989
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31. DIFLUOROMETHYLORNITHINE FOR ARSENO-RESISTANT TRYPANOSOMA BRUCEI GAMBIENSE SLEEPING SICKNESS
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Pepin, J., primary, Guern, C., additional, Milord, F., additional, and Schechter, P.J., additional
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- 1987
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32. An open clinical trial of nifurtimox for arseno-resistant Trypanosoma brucei gambiense sleeping sickness in central Zaire
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Pepin, J., primary, Milord, F., additional, Mpia, B., additional, Meurice, F., additional, Ethier, L., additional, DeGroof, D., additional, and Bruneel, H., additional
- Published
- 1989
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33. Risk maps for range expansion of the Lyme disease vector, Ixodes scapularis, in Canada now and with climate change
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Michel Pascal, Maarouf Abdel, Lindsay L Robbin, Heagy Audrey, Francis Charles M, Charron Dominique F, Bigras-Poulin Michel, Brazeau Stéphanie, Barker Ian K, St-Onge Laurie, Ogden Nicholas H, Milord François, O'Callaghan Christopher J, Trudel Louise, and Thompson R Alex
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Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Abstract Background Lyme disease is the commonest vector-borne zoonosis in the temperate world, and an emerging infectious disease in Canada due to expansion of the geographic range of the tick vector Ixodes scapularis. Studies suggest that climate change will accelerate Lyme disease emergence by enhancing climatic suitability for I. scapularis. Risk maps will help to meet the public health challenge of Lyme disease by allowing targeting of surveillance and intervention activities. Results A risk map for possible Lyme endemicity was created using a simple risk algorithm for occurrence of I. scapularis populations. The algorithm was calculated for each census sub-division in central and eastern Canada from interpolated output of a temperature-driven simulation model of I. scapularis populations and an index of tick immigration. The latter was calculated from estimates of tick dispersion distances by migratory birds and recent knowledge of the current geographic range of endemic I. scapularis populations. The index of tick immigration closely predicted passive surveillance data on I. scapularis occurrence, and the risk algorithm was a significant predictor of the occurrence of I. scapularis populations in a prospective field study. Risk maps for I. scapularis occurrence in Canada under future projected climate (in the 2020s, 2050s and 2080s) were produced using temperature output from the Canadian Coupled Global Climate Model 2 with greenhouse gas emission scenario enforcing 'A2' of the Intergovernmental Panel on Climate Change. Conclusion We have prepared risk maps for the occurrence of I. scapularis in eastern and central Canada under current and future projected climate. Validation of the risk maps provides some confidence that they provide a useful first step in predicting the occurrence of I. scapularis populations, and directing public health objectives in minimizing risk from Lyme disease. Further field studies are needed, however, to continue validation and refinement of the risk maps.
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- 2008
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34. African trypanosomiasis: more aggressive treatment or more aggressive research?
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Milord, F and Pepin, J
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- *
ANIMALS , *MICE , *PROTOZOA , *RESEARCH , *TRYPANOSOMIASIS , *ANTIPROTOZOAL agents - Published
- 1992
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35. Malaria chemoprophylaxis.
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Milord, F, Allard, R, and Gyorkos, T W
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- *
MALARIA prevention , *ANTIMALARIALS , *COMBINATION drug therapy , *CHLOROQUINE , *PATIENT compliance , *TRAVEL , *MEFLOQUINE , *THERAPEUTICS - Published
- 1993
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36. Self-reported tick exposure as an indicator of Lyme disease risk in an endemic region of Quebec, Canada.
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Bowser N, Bouchard C, Sautié Castellanos M, Baron G, Carabin H, Chuard P, Leighton P, Milord F, Richard L, Savage J, Tardy O, and Aenishaenslin C
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- Animals, Humans, Quebec epidemiology, Self Report, Cross-Sectional Studies, Canada epidemiology, Lyme Disease epidemiology, Ixodes, Tick Bites
- Abstract
Background: Lyme disease (LD) and other tick-borne diseases are emerging across Canada. Spatial and temporal LD risk is typically estimated using acarological surveillance and reported human cases, the former not considering human behavior leading to tick exposure and the latter occurring after infection., Objectives: The primary objective was to explore, at the census subdivision level (CSD), the associations of self-reported tick exposure, alternative risk indicators (predicted tick density, eTick submissions, public health risk level), and ecological variables (Ixodes scapularis habitat suitability index and cumulative degree days > 0 °C) with incidence proportion of LD. A secondary objective was to explore which of these predictor variables were associated with self-reported tick exposure at the CSD level., Methods: Self-reported tick exposure was measured in a cross-sectional populational health survey conducted in 2018, among 10,790 respondents living in 116 CSDs of the Estrie region, Quebec, Canada. The number of reported LD cases per CSD in 2018 was obtained from the public health department. Generalized linear mixed-effets models accounting for spatial autocorrelation were built to fulfill the objectives., Results: Self-reported tick exposure ranged from 0.0 % to 61.5 % (median 8.9 %) and reported LD incidence rates ranged from 0 to 324 cases per 100,000 person-years, per CSD. A positive association was found between self-reported tick exposure and LD incidence proportion (ß = 0.08, CI = 0.04,0.11, p < 0.0001). The best-fit model included public health risk level (AIC: 144.2), followed by predicted tick density, ecological variables, self-reported tick exposure and eTick submissions (AIC: 158.4, 158.4, 160.4 and 170.1 respectively). Predicted tick density was the only significant predictor of self-reported tick exposure (ß = 0.83, CI = 0.16,1.50, p = 0.02)., Discussion: This proof-of-concept study explores self-reported tick exposure as a potential indicator of LD risk using populational survey data. This approach may offer a low-cost and simple tool for evaluating LD risk and deserves further evaluation., Competing Interests: Declaration of Competing Interest The authors declare they have nothing to disclose., (Copyright © 2023. Published by Elsevier GmbH.)
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- 2024
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37. Current and future burden from Lyme disease in Québec as a result of climate change.
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Ripoche M, Irace-Cima A, Adam-Poupart A, Baron G, Bouchard C, Carignan A, Milord F, Ouhoummane N, Pilon PA, Thivierge K, Zinszer K, and Chaumont D
- Abstract
Context: Environmental changes will foster the spread of Ixodes scapularis ticks and increase the incidence of Lyme disease in Québec in the coming years. The objective of this study is to estimate the epidemiological and clinical burden and part of the current economic burden of Lyme disease in Québec and to estimate the number of cases expected by 2050., Methods: Cases of Lyme disease reported in Québec from 2015 to 2019 were used to describe their demographic, geographical and clinical characteristics and the cost of their initial care. Three incidence rate scenarios were then developed to estimate the number of cases expected by 2050, based on demographic and climate projections., Results: From 2016 to 2019, 1,473 cases of Lyme disease were reported in Québec. Over 90% of those cases were acquired in two regions of southern Québec (Estrie and Montérégie), while the individuals infected were residents from all over Québec. The average age of cases is 44 years and 66% of infections were at the localized stage, the first stage of Lyme disease. The cost of initial care is estimated at an average of $182 CAN per patient ($47 CAN at the localized stage and $443 CAN at the disseminated stage). According to projections, over 95% of the Québec population will live in a climate zone conducive to the establishment of ticks by 2050, with a number of cases acquired in Québec being 1.3 to 14.5 times higher than in 2019, depending on the incidence rate scenario used., Conclusion: The epidemiological burden is concentrated primarily in southern Québec, but the clinical and economic burden is already distributed throughout the province. The projections for 2050 should help the regions of Québec adapt and optimize public health protection measures., Competing Interests: Competing interests None.
- Published
- 2023
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38. Integrated human behavior and tick risk maps to prioritize Lyme disease interventions using a 'One Health' approach.
- Author
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Bouchard C, Dumas A, Baron G, Bowser N, Leighton PA, Lindsay LR, Milord F, Ogden NH, and Aenishaenslin C
- Subjects
- Animals, Humans, Cross-Sectional Studies, Bayes Theorem, Canada epidemiology, Lyme Disease epidemiology, Lyme Disease prevention & control, Ixodes, Tick Bites
- Abstract
Lyme disease (LD) risk is emerging rapidly in Canada due to range expansion of its tick vectors, accelerated by climate change. The risk of contracting LD varies geographically due to variability in ecological characteristics that determine the hazard (the densities of infected host-seeking ticks) and vulnerability of the human population determined by their knowledge and adoption of preventive behaviors. Risk maps are commonly used to support public health decision-making on Lyme disease, but the ability of the human public to adopt preventive behaviors is rarely taken into account in their development, which represents a critical gap. The objective of this work was to improve LD risk mapping using an integrated social-behavioral and ecological approach to: (i) compute enhanced integrated risk maps for prioritization of interventions and (ii) develop a spatially-explicit assessment tool to examine the relative contribution of different risk factors. The study was carried out in the Estrie region located in southern Québec. The blacklegged tick, Ixodes scapularis, infected with the agent of LD is widespread in Estrie and as a result, regional LD incidence is the highest in the province. LD knowledge and behaviors in the population were measured in a cross-sectional health survey conducted in 2018 reaching 10,790 respondents in Estrie. These data were used to create an index for the social-behavioral component of risk in 2018. Local Empirical Bayes estimator technique were used to better quantify the spatial variance in the levels of adoption of LD preventive activities. For the ecological risk analysis, a tick abundance model was developed by integrating data from ongoing long-term tick surveillance programs from 2007 up to 2018. Social-behavioral and ecological components of the risk measures were combined to create vulnerability index maps and, with the addition of human population densities, prioritization index maps. Map predictions were validated by testing the association of high-risk areas with the current spatial distribution of human cases of LD and reported tick exposure. Our results demonstrated that social-behavioral and ecological components of LD risk have markedly different distributions within Estrie. The occurrence of human LD cases or reported tick exposure in a municipality was positively associated with tick density and the prioritization risk index (p < 0.001). This research is a second step towards a more comprehensive integrated LD risk assessment approach, examining social-behavioral risk factors that interact with ecological risk factors to influence the management of emerging tick-borne diseases, an approach that could be applied more widely to vector-borne and zoonotic diseases., Competing Interests: Declaration of Competing Interest None., (Crown Copyright © 2022. Published by Elsevier GmbH. All rights reserved.)
- Published
- 2023
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39. Quality over quantity in active tick surveillance: Sentinel surveillance outperforms risk-based surveillance for tracking tick-borne disease emergence in southern Canada.
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Guillot C, Bouchard C, Buhler K, Pelletier R, Milord F, and Leighton P
- Abstract
Background: Lyme disease (LD) emerged in southern Québec at the start of the century, with many municipalities now endemic. A coordinated active surveillance programme has been in place in the province of Québec since 2014, including a limited number of sentinel field sites resampled each year and a larger set of accessory field sites that change yearly according to the LD surveillance signal. We aimed to evaluate whether a sentinel approach to active surveillance was more representative of LD risk to human populations, compared to risk-based surveillance., Methods: We compared enzootic hazard measures (average nymph densities) from sentinel and accessory sites with LD risk (number of human LD cases) across the study area between 2015 and 2019 using local bivariate Moran's I analysis., Results: Hazard measures from sentinel sites captured spatial risk significantly better than data from accessory sites (χ
2 =20.473, p <0.001). In addition, sentinel sites successfully tracked the interannual trend in LD case numbers, whereas accessory sites showed no association despite the larger sample size., Conclusion: Where surveillance aims to document changes in tick-borne disease risk over time and space, we suggest that repeated sampling of carefully selected field sites may be most effective, while risk-based surveillance may be more usefully applied to confirm the presence of emerging disease risk in a specific region of interest or to identify suitable sites for long-term monitoring as LD and other tick-borne diseases continue to emerge., Competing Interests: Competing interests None.- Published
- 2023
40. Criteria for selecting sentinel unit locations in a surveillance system for vector-borne disease: A decision tool.
- Author
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Guillot C, Bouchard C, Aenishaenslin C, Berthiaume P, Milord F, and Leighton PA
- Subjects
- Humans, Cost-Benefit Analysis, Canada, Public Health, Vector Borne Diseases
- Abstract
Objectives: With vector-borne diseases emerging across the globe, precipitated by climate change and other anthropogenic changes, it is critical for public health authorities to have well-designed surveillance strategies in place. Sentinel surveillance has been proposed as a cost-effective approach to surveillance in this context. However, spatial design of sentinel surveillance system has important impacts on surveillance outcomes, and careful selection of sentinel unit locations is therefore an essential component of planning., Methods: A review of the available literature, based on the realist approach, was used to identify key decision issues for sentinel surveillance planning. Outcomes of the review were used to develop a decision tool, which was subsequently validated by experts in the field., Results: The resulting decision tool provides a list of criteria which can be used to select sentinel unit locations. We illustrate its application using the case example of designing a national sentinel surveillance system for Lyme disease in Canada., Conclusions: The decision tool provides researchers and public health authorities with a systematic, evidence-based approach for planning the spatial design of sentinel surveillance systems, taking into account the aims of the surveillance system and disease and/or context-specific considerations., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2022 Guillot, Bouchard, Aenishaenslin, Berthiaume, Milord and Leighton.)
- Published
- 2022
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41. An ecological approach to predict areas with established populations of Ixodes scapularis in Quebec, Canada.
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Hammond-Collins K, Tremblay M, Milord F, Baron G, Bouchard C, Kotchi SO, Lambert L, Leighton P, Ogden NH, and Rees EE
- Abstract
Public health management of Lyme disease (LD) is a dynamic challenge in Canada. Climate warming is driving the northward expansion of suitable habitat for the tick vector, Ixodes scapularis. Information about tick population establishment is used to inform the risk of LD but is challenged by sampling biases from surveillance data. Misclassifying areas as having no established tick population underestimates the LD risk classification. We used a logistic regression model at the municipal level to predict the probability of I. scapularis population establishment based on passive tick surveillance data during the period of 2010-2017 in southern Quebec. We tested for the effect of abiotic and biotic factors hypothesized to influence tick biology and ecology. Additional variables controlled for sampling biases in the passive surveillance data. In our final selected model, tick population establishment was positively associated with annual cumulative degree-days > 0°C, precipitation and deer density, and negatively associated with coniferous and mixed forest types. Sampling biases from passive tick surveillance were controlled for using municipal population size and public health instructions on tick submissions. The model performed well as indicated by an area under the curve (AUC) of 0.92, sensitivity of 86% and specificity of 81%. Our model enables prediction of I. scapularis population establishment in areas which lack data from passive tick surveillance and may improve the sensitivity of LD risk categorization in these areas. A more sensitive system of LD risk classification is important for increasing awareness and use of protective measures employed against ticks, and decreasing the morbidity associated with LD., Competing Interests: Declaration of Competing Interest None., (Crown Copyright © 2022. Published by Elsevier GmbH. All rights reserved.)
- Published
- 2022
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42. Environmental Investigation during Legionellosis Outbreak, Montérégie, Quebec, Canada, 2021.
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Atikessé L, Kadaoui N, Lavallée V, Levac É, St-Amour M, and Milord F
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- Humans, Quebec epidemiology, Disease Outbreaks, Canada, Water Microbiology, Legionellosis epidemiology, Legionella pneumophila genetics, Legionnaires' Disease epidemiology
- Abstract
In August 2021, a legionellosis outbreak involving 7 persons occurred within a 500-meter radius in the Montérégie region of Québec, Canada. Near real-time modeling of wind direction along with epidemiologic and environmental investigations identified the possible source. Modeling wind direction could help identify likely Legionella pneumophila sources during legionellosis outbreaks.
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- 2022
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43. Management and clinical outcomes of Lyme disease in acute care facilities in 2 endemic regions of Quebec, Canada: a multicentre retrospective cohort study.
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Musonera JB, Valiquette L, Baron G, Milord F, Marcoux D, Thivierge K, Bedard-Dallaire S, Pelletier AA, Lachance R, Bourget J, Simard C, Cantin E, Abbasi F, Haraoui LP, and Carignan A
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Canada, Child, Child, Preschool, Cohort Studies, Humans, Middle Aged, Prospective Studies, Quebec epidemiology, Retrospective Studies, Young Adult, Lyme Disease diagnosis, Lyme Disease drug therapy, Lyme Disease epidemiology, Post-Lyme Disease Syndrome
- Abstract
Background: Despite increases in cases of Lyme disease, little is known about the management and clinical course of the disease in Canada. We aimed to describe the management and clinical course of Lyme disease in patients treated in acute care facilities in Quebec and to assess adherence to the 2006 Infectious Diseases Society of America (IDSA) guideline., Methods: This retrospective multicentre cohort study included pediatric and adult patients with serologically confirmed Lyme disease treated in acute care facilities (12 community hospitals and 2 tertiary care centres) of 2 endemic regions of Quebec (Estrie and Montérégie), from 2004 to 2017. We considered drug choice, prescribed dose and treatment duration in assessing adherence of prescriptions to the 2006 IDSA guideline. The main outcome was complete resolution of symptoms at 3 months after the initiation of treatment., Results: We included 272 patients from 14 institutions (age range 3-87 yr). Early disseminated Lyme disease (140 patients [51%]) was predominant. Adherence to the IDSA guideline was observed in 235 (90%) of the 261 cases with complete information, and adherence was stable over time (2004-2013: 57/64 [89%]; 2014-2015: 64/71 [90%]; 2016-2017: 114/126 [90%]; p = 0.8). Non-adherence to the guideline ( n = 26) was predominantly due to longer-than-recommended treatment duration (16/26 [62%]). Resolution of objective signs at 3 months after treatment initiation occurred in 265 (99%) of 267 patients, whereas post-treatment Lyme disease syndrome was observed in 27 patients (10%) with increasing incidence over time (2004-2013: 3/65 [5%]; 2014-2015: 4/73 [5%]; 2016-2017: 20/129 [16%]; p = 0.02)., Interpretation: We observed clinical resolution of Lyme disease in 99% of the patients, and most treatments (90%) complied with the 2006 IDSA guideline. The incidence of post-treatment Lyme disease syndrome increased over the study period, warranting further prospective studies., Competing Interests: Competing interests: For work unrelated to the current study, Emmanuelle Cantin has received grants from the Centre de recherche du CHU Sherbrooke. No other competing interests were declared., (© 2022 CMA Impact Inc. or its licensors.)
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- 2022
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44. Sentinel Surveillance Contributes to Tracking Lyme Disease Spatiotemporal Risk Trends in Southern Quebec, Canada.
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Guillot C, Bouchard C, Buhler K, Dumas A, Milord F, Ripoche M, Pelletier R, and Leighton PA
- Abstract
Lyme disease (LD) is a tick-borne disease which has been emerging in temperate areas in North America, Europe, and Asia. In Quebec, Canada, the number of human LD cases is increasing rapidly and thus surveillance of LD risk is a public health priority. In this study, we aimed to evaluate the ability of active sentinel surveillance to track spatiotemporal trends in LD risk. Using drag flannel data from 2015-2019, we calculated density of nymphal ticks (DON), an index of enzootic hazard, across the study region (southern Quebec). A Poisson regression model was used to explore the association between the enzootic hazard and LD risk (annual number of human cases) at the municipal level. Predictions from models were able to track both spatial and interannual variation in risk. Furthermore, a risk map produced by using model predictions closely matched the official risk map published by provincial public health authorities, which requires the use of complex criteria-based risk assessment. Our study shows that active sentinel surveillance in Quebec provides a sustainable system to follow spatiotemporal trends in LD risk. Such a network can support public health authorities in informing the public about LD risk within their region or municipality and this method could be extended to support Lyme disease risk assessment at the national level in Canada.
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- 2022
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45. Behavioral risk factors associated with reported tick exposure in a Lyme disease high incidence region in Canada.
- Author
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Aenishaenslin C, Charland K, Bowser N, Perez-Trejo E, Baron G, Milord F, and Bouchard C
- Subjects
- Adult, Animals, Canada epidemiology, Cross-Sectional Studies, Health Knowledge, Attitudes, Practice, Humans, Incidence, Risk Factors, Surveys and Questionnaires, Lyme Disease epidemiology, Lyme Disease prevention & control, Tick Bites epidemiology, Tick Bites prevention & control, Tick-Borne Diseases epidemiology, Ticks
- Abstract
Background: Tick-borne diseases, and especially Lyme Disease (LD), are on the rise in Canada and have been met with increasing public health concern. To face these emerging threats, education on the prevention of tick bites remains the mainstay of public health intervention. The objective of this study was to assess the adoption of preventive behaviors toward tick bites and LD and to investigate the association between behavioral risk factors and reported tick exposure in a Canadian, LD high incidence region (Estrie region, Quebec, Canada)., Methods: A cross-sectional study was conducted in 2018 which used a telephone questionnaire administered to a random sample of 10,790 adult residents of the study region. Questions investigated tick exposure, LD awareness, attitudes towards LD risk, outdoor and preventive behaviors, as well as antibiotic post-exposure prophylaxis (PEP) treatments in the case of a tick bite. Descriptive and multivariable analyses were carried out, considering the nine administrative subregions and the stratified survey design., Results: The sub-regional prevalence of reported tick exposure in the previous year ranged from 3.4 to 21.9%. The proportion of respondents that adopted preventive behaviors varied from 27.0% (tick checks) to 30.1% (tick repellent) and 44.6% (shower after outdoor activities). A minority of respondents (15.9%) that sought healthcare after a tick bite received a PEP treatment. Performing tick checks (Odds ratio = 4.33), time spent outdoors (OR = 3.09) and living in a subregion with a higher public health LD risk level (OR = 2.14) were associated with reported tick exposure in multivariable models., Conclusions: This study highlights the low level of adoption of preventive behaviors against tick bites in a region where LD risk is amongst the highest in Canada. This suggests a concerning lack of improvement in LD prevention, as low levels of adoption were already reported in studies conducted in the last decade. Innovative and evidence-based approaches to improve education on ticks and tick-borne diseases and to promote behavior changes are urgently needed in Canada., (© 2022. The Author(s).)
- Published
- 2022
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46. Economic Burden of West Nile Virus Disease, Quebec, Canada, 2012-2013.
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Ouhoummane N, Tchouaket E, Lowe AM, Fortin A, Kairy D, Vibien A, Kovitz-Lensch J, Tannenbaum TN, and Milord F
- Subjects
- Aged, Female, Health Care Costs statistics & numerical data, Hospitalization economics, Hospitalization statistics & numerical data, Humans, Male, Middle Aged, Quebec epidemiology, Retrospective Studies, Surveys and Questionnaires, West Nile Fever epidemiology, Cost of Illness, Costs and Cost Analysis statistics & numerical data, West Nile Fever economics
- Abstract
The economic burden of West Nile virus (WNV) infection is not known for Canada. We sought to describe the direct and indirect costs of WNV infection in the province of Quebec, Canada, up to 2 years after onset of signs and symptoms. We conducted a retrospective cohort study that included WNV cases reported during 2012 and 2013. For 90 persons infected with WNV, persons with encephalitis accounted for the largest proportion of total cost: a median cost of $21,332 per patient compared with $8,124 for West Nile meningitis (p = 0.0004) and $192 for West Nile fever (p<0.0001). When results were extrapolated to all reported WNV patients, the estimated total cost for 124 symptomatic cases was ≈$1.7 million for 2012 and that for 31 symptomatic cases was ≈$430,000 for 2013. Our study provides information for the government to make informed decisions regarding public health policies and infectious diseases prevention and control programs.
- Published
- 2019
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47. Evidence for increasing densities and geographic ranges of tick species of public health significance other than Ixodes scapularis in Québec, Canada.
- Author
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Gasmi S, Bouchard C, Ogden NH, Adam-Poupart A, Pelcat Y, Rees EE, Milord F, Leighton PA, Lindsay RL, Koffi JK, and Thivierge K
- Subjects
- Animals, Female, Humans, Lyme Disease epidemiology, Lyme Disease transmission, Quebec epidemiology, Ixodes classification, Population Density, Public Health Surveillance, Tick Infestations epidemiology
- Abstract
Climate change is driving emergence and establishment of Ixodes scapularis, the main vector of Lyme disease in Québec, Canada. As for the black-legged tick, I. scapularis Say, global warming may also favor northward expansion of other species of medically important ticks. The aims of this study were to determine (1) current diversity and abundance of ticks of public health significance other than I. scapularis, (2) sex and age of the human population bitten by these ticks (3), and the seasonal and geographic pattern of their occurrence. From 2007 to 2015, twelve tick species other than I. scapularis were submitted in the Québec passive tick surveillance program. Of these 9243 ticks, 91.2% were Ixodes cookei, 4.1% were Dermacentor variabilis, 4.0% were Rhipicephalus sanguineus and 0.7% were Amblyomma americanum. The combined annual proportion of submitted I. cookei, D. variabilis, R. sanguineus and A. americanum ticks in passive surveillance rose from 6.1% in 2007 to 16.0% in 2015 and an annual growing trend was observed for each tick species. The number of municipalities where I. cookei ticks were acquired rose from 104 to 197 during the same period. Of the 862 people bitten by these ticks, 43.3% were I. cookei ticks removed from children aged < 10 years. These findings demonstrate the need for surveillance of all the tick species of medical importance in Québec, particularly because climate may increase their abundance and geographic ranges, increasing the risk to the public of the diseases they transmit., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2018
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48. Passive Tick Surveillance Provides an Accurate Early Signal of Emerging Lyme Disease Risk and Human Cases in Southern Canada.
- Author
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Ripoche M, Gasmi S, Adam-Poupart A, Koffi JK, Lindsay LR, Ludwig A, Milord F, Ogden NH, Thivierge K, and Leighton PA
- Subjects
- Animals, Epidemiological Monitoring, Humans, Ixodes growth & development, Lyme Disease microbiology, Nymph growth & development, Nymph physiology, Population Density, Quebec epidemiology, Regression Analysis, Risk Factors, Tick Infestations parasitology, Ixodes physiology, Lyme Disease epidemiology, Population Surveillance methods, Tick Infestations epidemiology
- Abstract
Lyme disease is an emerging public health threat in Canada. In this context, rapid detection of new risk areas is essential for timely application of prevention and control measures. In Canada, information on Lyme disease risk is collected through three surveillance activities: active tick surveillance, passive tick surveillance, and reported human cases. However, each method has shortcomings that limit its ability to rapidly and reliably identify new risk areas. We investigated the relationships between risk signals provided by human cases, passive and active tick surveillance to assess the performance of tick surveillance for early detection of emerging risk areas. We used regression models to investigate the relationships between the reported human cases, Ixodes scapularis (Say; Acari: Ixodidae) ticks collected on humans through passive surveillance and the density of nymphs collected by active surveillance from 2009 to 2014 in the province of Quebec. We then developed new risk indicators and validated their ability to discriminate risk levels used by provincial public health authorities. While there was a significant positive relationship between the risk signals provided all three surveillance methods, the strongest association was between passive tick surveillance and reported human cases. Passive tick submissions were a reasonable indicator of the abundance of ticks in the environment (sensitivity and specificity [Se and Sp] < 0.70), but were a much better indicator of municipalities with more than three human cases reported over 5 yr (Se = 0.88; Sp = 0.90). These results suggest that passive tick surveillance provides a timely and reliable signal of emerging risk areas for Lyme disease in Canada.
- Published
- 2018
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49. The changing landscape of travel health services in Canada.
- Author
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Bui YG, Kuhn SM, Sow M, McCarthy AE, Geduld J, and Milord F
- Subjects
- Canada, Humans, Travel Medicine economics, Travel-Related Illness, Vaccination statistics & numerical data, Yellow Fever prevention & control, Travel Medicine organization & administration
- Abstract
Canadians are increasingly travelling to areas that would necessitate a pre-travel consultation. Changes in professional regulations in Canada allow greater autonomy of nurses and pharmacists, resulting in shifts in provision of travel health services. We surveyed 824 Canadian travel clinics, 270 (33%) of whom responded. Private clinics were most common, and more likely to offer extended hours and drop-in appointments. In one province, pharmacies dominated. Half the services were relatively new and a similar proportion saw fewer than 10 patients weekly; 1/3 had a single provider. The increased spectrum of services may increase convenience for travellers but the large proportion seeing low numbers of clients will challenge providers to maintain competence.
- Published
- 2018
- Full Text
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50. Integrated Social-Behavioral and Ecological Risk Maps to Prioritize Local Public Health Responses to Lyme Disease.
- Author
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Bouchard C, Aenishaenslin C, Rees EE, Koffi JK, Pelcat Y, Ripoche M, Milord F, Lindsay LR, Ogden NH, and Leighton PA
- Subjects
- Humans, Lyme Disease microbiology, Prevalence, Quebec epidemiology, Socioeconomic Factors, Geographic Mapping, Lyme Disease epidemiology, Risk Assessment methods
- Abstract
Background: The risk of contracting Lyme disease (LD) can vary spatially because of spatial heterogeneity in risk factors such as social-behavior and exposure to ecological risk factors. Integrating these risk factors to inform decision-making should therefore increase the effectiveness of mitigation interventions., Objectives: The objective of this study was to develop an integrated social-behavioral and ecological risk-mapping approach to identify priority areas for LD interventions., Methods: The study was conducted in the Montérégie region of Southern Quebec, Canada, where LD is a newly endemic disease. Spatial variation in LD knowledge, risk perceptions, and behaviors in the population were measured using web survey data collected in 2012. These data were used as a proxy for the social-behavioral component of risk. Tick vector population densities were measured in the environment during field surveillance from 2007 to 2012 to provide an index of the ecological component of risk. Social-behavioral and ecological components of risk were combined with human population density to create integrated risk maps. Map predictions were validated by testing the association between high-risk areas and the current spatial distribution of human LD cases., Results: Social-behavioral and ecological components of LD risk had markedly different distributions within the study region, suggesting that both factors should be considered for locally adapted interventions. The occurrence of human LD cases in a municipality was positively associated with tick density ( p <0.01) but was not significantly associated with social-behavioral risk., Conclusion: This study is an applied demonstration of how integrated social-behavioral and ecological risk maps can be created to assist decision-making. Social survey data are a valuable but underutilized source of information for understanding regional variation in LD exposure, and integrating this information into risk maps provides a novel approach for prioritizing and adapting interventions to the local characteristics of target populations. https://doi.org/10.1289/EHP1943.
- Published
- 2018
- Full Text
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