Skip to main content
Top
Published in: BMC Neurology 1/2014

Open Access 01-12-2014 | Research article

Incidence of multiple sclerosis in Northern Lisbon, Portugal: 1998–2007

Authors: Joao de Sá, Enrique Alcalde-Cabero, Javier Almazán-Isla, Fernando García-López, Jesús de Pedro-Cuesta

Published in: BMC Neurology | Issue 1/2014

Login to get access

Abstract

Background

There are few, recent, well assessed, multiple sclerosis (MS) incidence surveys on European populations. This study sought to measure MS incidence in a Northern Lisbon population and assess it using capture-recapture methods (CRMs).

Methods

Among the population residing in the Northern Lisbon Health Area, registered MS diagnoses were obtained from general practitioners in three primary-care districts covering a population of 196,300, and a neurology unit at the main referral hospital. Cases with onset during the periods 1978–1997 and 2008–2012 were excluded due to perceived poor access to image-supported neurological diagnosis and administrative changes in patient referral respectively. Age- and sex-specific incidences for the period 1998–2007 were calculated using McDonald diagnostic criteria, and CRMs were used to correct age-specific incidence rates. The corrected figures were also adjusted for age using the European Standard Population as reference.

Results

When applied to 62 MS patients with onset in the period 1998–2007, the rates per 100,000 population were as follows for both sexes: crude, 3.16; age-adjusted, 3.09 (95% CI 2.32 to 3.87); CRM-adjusted, 4.53 (95% CI 3.13 to 5.94); and age- and CRM-adjusted, 4.48 (3.54-5.41). In general, the rates were 3-fold higher among women than among men. Negative source dependency and CRM impact were highest at ages 35–44 years, where a 60% rise led to a peak incidence.

Conclusions

MS incidence in Northern Lisbon, Portugal, is moderately lower than that yielded by surveys on European populations. CRMs, which in this instance suggest undercounts, are a potentially useful tool for case-finding assessment but their application may introduce bias.
Appendix
Available only for authorised users
Literature
1.
go back to reference De Sá J, Paulos A, Mendes H, Becho J, Marques J, Roxo J: The prevalence of multiple sclerosis in the District of Santarem, Portugal. J Neurol. 2006, 253: 914-918. 10.1007/s00415-006-0132-0.CrossRefPubMed De Sá J, Paulos A, Mendes H, Becho J, Marques J, Roxo J: The prevalence of multiple sclerosis in the District of Santarem, Portugal. J Neurol. 2006, 253: 914-918. 10.1007/s00415-006-0132-0.CrossRefPubMed
2.
go back to reference Alcalde-Cabero E, Almazán-Isla J, García-Merino A, De Sá J, de Pedro-Cuesta J: Incidence of multiple sclerosis among European Economic Area populations, 1985–2009: the framework for monitoring. BMC Neurol. 2013, 13: 58-10.1186/1471-2377-13-58.CrossRefPubMedPubMedCentral Alcalde-Cabero E, Almazán-Isla J, García-Merino A, De Sá J, de Pedro-Cuesta J: Incidence of multiple sclerosis among European Economic Area populations, 1985–2009: the framework for monitoring. BMC Neurol. 2013, 13: 58-10.1186/1471-2377-13-58.CrossRefPubMedPubMedCentral
3.
go back to reference Granieri E, Monaldini C, De Gennaro R, Guttmann S, Volpini M, Stumpo M, Fazio P, Casetta I: Multiple sclerosis in the Republic of San Marino: a prevalence and incidence study. Mult Scler. 2008, 14: 325-329. 10.1177/1352458507084114.CrossRefPubMed Granieri E, Monaldini C, De Gennaro R, Guttmann S, Volpini M, Stumpo M, Fazio P, Casetta I: Multiple sclerosis in the Republic of San Marino: a prevalence and incidence study. Mult Scler. 2008, 14: 325-329. 10.1177/1352458507084114.CrossRefPubMed
4.
go back to reference Nicoletti A, Patti F, Lo Fermo S, Messina S, Bruno E, Quattrocchi G, Laisa P, Cilia S, Mostile G, Marziolo R, Scillieri R, Maimone D, Zappia M: Increasing frequency of multiple sclerosis in Catania, Sicily: a 30-year survey. Mult Scler. 2011, 17: 273-280. 10.1177/1352458510386995.CrossRefPubMed Nicoletti A, Patti F, Lo Fermo S, Messina S, Bruno E, Quattrocchi G, Laisa P, Cilia S, Mostile G, Marziolo R, Scillieri R, Maimone D, Zappia M: Increasing frequency of multiple sclerosis in Catania, Sicily: a 30-year survey. Mult Scler. 2011, 17: 273-280. 10.1177/1352458510386995.CrossRefPubMed
5.
go back to reference McCarty DJ, Tull ES, Moy CS, Kwoh CK, LaPorte RE: Ascertainment corrected rates: applications of capture-recapture methods. Int J Epidemiol. 1993, 22: 559-565. 10.1093/ije/22.3.559.CrossRefPubMed McCarty DJ, Tull ES, Moy CS, Kwoh CK, LaPorte RE: Ascertainment corrected rates: applications of capture-recapture methods. Int J Epidemiol. 1993, 22: 559-565. 10.1093/ije/22.3.559.CrossRefPubMed
6.
go back to reference Hook EB, Regal RR: Capture-recapture methods in epidemiology: methods and limitations. Epidemiol Rev. 1995, 17: 243-264.PubMed Hook EB, Regal RR: Capture-recapture methods in epidemiology: methods and limitations. Epidemiol Rev. 1995, 17: 243-264.PubMed
7.
go back to reference Forbes RB, Swingler RJ: Estimating the prevalence of multiple sclerosis in the United Kingdom by using capture-recapture methodology. Am J Epidemiol. 1999, 149: 1016-1024. 10.1093/oxfordjournals.aje.a009746.CrossRefPubMed Forbes RB, Swingler RJ: Estimating the prevalence of multiple sclerosis in the United Kingdom by using capture-recapture methodology. Am J Epidemiol. 1999, 149: 1016-1024. 10.1093/oxfordjournals.aje.a009746.CrossRefPubMed
8.
go back to reference Sánchez JL, Aguirre C, Arcos-Burgos OM, Jiménez I, Jiménez M, León F, Pareja J, Pradilla G, Uribe B, Uribe CS, Villa A, Volcy M, Palacio LG: Prevalencia de la esclerosis múltiple en Colombia. Rev Neurol. 2000, 31: 1101-1103.PubMed Sánchez JL, Aguirre C, Arcos-Burgos OM, Jiménez I, Jiménez M, León F, Pareja J, Pradilla G, Uribe B, Uribe CS, Villa A, Volcy M, Palacio LG: Prevalencia de la esclerosis múltiple en Colombia. Rev Neurol. 2000, 31: 1101-1103.PubMed
9.
go back to reference Turabelidze G, Schootman M, Zhu BP, Malone JL, Horowitz S, Weidinger J, Williamson D, Simoes E: Multiple sclerosis prevalence and possible lead exposure. J Neurol Sci. 2008, 269: 158-162. 10.1016/j.jns.2008.01.008.CrossRefPubMed Turabelidze G, Schootman M, Zhu BP, Malone JL, Horowitz S, Weidinger J, Williamson D, Simoes E: Multiple sclerosis prevalence and possible lead exposure. J Neurol Sci. 2008, 269: 158-162. 10.1016/j.jns.2008.01.008.CrossRefPubMed
10.
go back to reference Cristiano E, Patrucco L, Rojas JI, Cáceres F, Carrá A, Correale J, Garcea O, Gold L, Tessler J, Kremenchutzky M: Prevalence of multiple sclerosis in Buenos Aires, Argentina using the capture-recapture method. Eur J Neurol. 2009, 16: 183-187. 10.1111/j.1468-1331.2008.02375.x.CrossRefPubMed Cristiano E, Patrucco L, Rojas JI, Cáceres F, Carrá A, Correale J, Garcea O, Gold L, Tessler J, Kremenchutzky M: Prevalence of multiple sclerosis in Buenos Aires, Argentina using the capture-recapture method. Eur J Neurol. 2009, 16: 183-187. 10.1111/j.1468-1331.2008.02375.x.CrossRefPubMed
11.
go back to reference Sagnes-Raffy C, Gourraud PA, Hannon V, Bourrel R, Laffontan MA, Gaulene MC, Viala F, Clanet M: La SEP en Haute-Garonne: une sous-estimation importante du nombre de cas. Rev Epidemiol Sante Publique. 2010, 58: 23-31. 10.1016/j.respe.2009.08.012.CrossRefPubMed Sagnes-Raffy C, Gourraud PA, Hannon V, Bourrel R, Laffontan MA, Gaulene MC, Viala F, Clanet M: La SEP en Haute-Garonne: une sous-estimation importante du nombre de cas. Rev Epidemiol Sante Publique. 2010, 58: 23-31. 10.1016/j.respe.2009.08.012.CrossRefPubMed
12.
go back to reference Fernández O, Fernández V, Guerrero M, León A, López-Madrona JC, Alonso A, Bustamante R, Tamayo JA, Romero F, Bravo M, Luque G, García L, Sanchís G, San Román C, Romero M, Papais-Alvarenga M, de Ramón E: Multiple sclerosis prevalence in Malaga, Southern Spain estimated by the capture-recapture method. Mult Scler. 2012, 18: 372-376. 10.1177/1352458511421917.CrossRefPubMed Fernández O, Fernández V, Guerrero M, León A, López-Madrona JC, Alonso A, Bustamante R, Tamayo JA, Romero F, Bravo M, Luque G, García L, Sanchís G, San Román C, Romero M, Papais-Alvarenga M, de Ramón E: Multiple sclerosis prevalence in Malaga, Southern Spain estimated by the capture-recapture method. Mult Scler. 2012, 18: 372-376. 10.1177/1352458511421917.CrossRefPubMed
13.
go back to reference El Adssi H, Debouverie M, Guillemin F: Estimating the prevalence and incidence of multiple sclerosis in the Lorraine region, France, by the capture-recapture method. Mult Scler. 2012, 18: 1244-1250. 10.1177/1352458512437811.CrossRefPubMed El Adssi H, Debouverie M, Guillemin F: Estimating the prevalence and incidence of multiple sclerosis in the Lorraine region, France, by the capture-recapture method. Mult Scler. 2012, 18: 1244-1250. 10.1177/1352458512437811.CrossRefPubMed
14.
go back to reference Reinhardt K, Weiss S, Rosenbauer J, Gartner J, von Kries R: Multiple sclerosis in children and adolescents: incidence and clinical picture - new insights from the nationwide German surveillance (2009–2011). Eur J Neurol. 2014, 21: 654-659. 10.1111/ene.12371.CrossRefPubMed Reinhardt K, Weiss S, Rosenbauer J, Gartner J, von Kries R: Multiple sclerosis in children and adolescents: incidence and clinical picture - new insights from the nationwide German surveillance (2009–2011). Eur J Neurol. 2014, 21: 654-659. 10.1111/ene.12371.CrossRefPubMed
15.
go back to reference Hook EB, Regal RR: Accuracy of alternative approaches to capture-recapture estimates of disease frequency: internal validity analysis of data from five sources. Am J Epidemiol. 2000, 152: 771-779. 10.1093/aje/152.8.771.CrossRefPubMed Hook EB, Regal RR: Accuracy of alternative approaches to capture-recapture estimates of disease frequency: internal validity analysis of data from five sources. Am J Epidemiol. 2000, 152: 771-779. 10.1093/aje/152.8.771.CrossRefPubMed
16.
go back to reference Jones HE, Hickman M, Welton NJ, De AD, Harris RJ, Ades AE: Recapture or precapture? Fallibility of standard capture-recapture methods in the presence of referrals between sources. Am J Epidemiol. 2014, 179: 1383-1393. 10.1093/aje/kwu056.CrossRefPubMedPubMedCentral Jones HE, Hickman M, Welton NJ, De AD, Harris RJ, Ades AE: Recapture or precapture? Fallibility of standard capture-recapture methods in the presence of referrals between sources. Am J Epidemiol. 2014, 179: 1383-1393. 10.1093/aje/kwu056.CrossRefPubMedPubMedCentral
17.
go back to reference Zivadinov R, Iona L, Monti-Bragadin L, Bosco A, Jurjevic A, Taus C, Cazzato G, Zorzon M: The use of standardized incidence and prevalence rates in epidemiological studies on multiple sclerosis. A meta-analysis study. Neuroepidemiology. 2003, 22: 65-74. 10.1159/000067107.CrossRefPubMed Zivadinov R, Iona L, Monti-Bragadin L, Bosco A, Jurjevic A, Taus C, Cazzato G, Zorzon M: The use of standardized incidence and prevalence rates in epidemiological studies on multiple sclerosis. A meta-analysis study. Neuroepidemiology. 2003, 22: 65-74. 10.1159/000067107.CrossRefPubMed
18.
go back to reference De Sá J, Alcalde-Cabero E, Almazán-Isla J, Sempere A, de Pedro-Cuesta J: Capture-recapture as a potentially useful procedure for assessing prevalence of multiple sclerosis: methodologic exercise using Portuguese data. Neuroepidemiology. 2012, 38: 209-216. 10.1159/000337534.CrossRefPubMed De Sá J, Alcalde-Cabero E, Almazán-Isla J, Sempere A, de Pedro-Cuesta J: Capture-recapture as a potentially useful procedure for assessing prevalence of multiple sclerosis: methodologic exercise using Portuguese data. Neuroepidemiology. 2012, 38: 209-216. 10.1159/000337534.CrossRefPubMed
19.
go back to reference McDonald WI, Compston A, Edan G, Goodkin D, Hartung HP, Lublin FD, McFarland HF, Paty DW, Polman CH, Reingold SC, Sandberg-Wollheim M, Sibley W, Thompson A, den NS V, Weinshenker BY, Wolinsky JS: Recommended diagnostic criteria for multiple sclerosis: guidelines from the International Panel on the diagnosis of multiple sclerosis. Ann Neurol. 2001, 50: 121-127. 10.1002/ana.1032.CrossRefPubMed McDonald WI, Compston A, Edan G, Goodkin D, Hartung HP, Lublin FD, McFarland HF, Paty DW, Polman CH, Reingold SC, Sandberg-Wollheim M, Sibley W, Thompson A, den NS V, Weinshenker BY, Wolinsky JS: Recommended diagnostic criteria for multiple sclerosis: guidelines from the International Panel on the diagnosis of multiple sclerosis. Ann Neurol. 2001, 50: 121-127. 10.1002/ana.1032.CrossRefPubMed
20.
go back to reference Hook EB, Regal RR: Validity of methods for model selection, weighting for model uncertainty, and small sample adjustment in capture-recapture estimation. Am J Epidemiol. 1997, 145: 1138-1144. 10.1093/oxfordjournals.aje.a009077.CrossRefPubMed Hook EB, Regal RR: Validity of methods for model selection, weighting for model uncertainty, and small sample adjustment in capture-recapture estimation. Am J Epidemiol. 1997, 145: 1138-1144. 10.1093/oxfordjournals.aje.a009077.CrossRefPubMed
21.
go back to reference Sekar CC, Deming WE: On a method of estimating birth and death rates and the extent of registration. J Am Stat Assoc. 1948, 44: 101-115. 10.1080/01621459.1949.10483294.CrossRef Sekar CC, Deming WE: On a method of estimating birth and death rates and the extent of registration. J Am Stat Assoc. 1948, 44: 101-115. 10.1080/01621459.1949.10483294.CrossRef
22.
go back to reference Chapman DG: Some properties of the hypergeometric distribution with applications to zoological sample censuses. Univ Calif Public Stat. 1951, 1: 131-160. Chapman DG: Some properties of the hypergeometric distribution with applications to zoological sample censuses. Univ Calif Public Stat. 1951, 1: 131-160.
23.
go back to reference Seber GAF: The effects of trap response on tag recapture estimates. Biometrics. 1970, 26: 13-22. 10.2307/2529040.CrossRef Seber GAF: The effects of trap response on tag recapture estimates. Biometrics. 1970, 26: 13-22. 10.2307/2529040.CrossRef
24.
go back to reference Hook EB, Regal RR: The value of capture-recapture methods even for apparent exhaustive surveys. The need for adjustment for source of ascertainment intersection in attempted complete prevalence studies. Am J Epidemiol. 1992, 135: 1060-1067.PubMed Hook EB, Regal RR: The value of capture-recapture methods even for apparent exhaustive surveys. The need for adjustment for source of ascertainment intersection in attempted complete prevalence studies. Am J Epidemiol. 1992, 135: 1060-1067.PubMed
25.
go back to reference Ferrer Evangelista D, Ballester Díez F, Pérez-Hoyos S, Igual Adell R, Fluixa Carrascosa C, Fullana Monllor J: Incidencia de tuberculosis pulmonar: aplicación del método de captura-recaptura. Gac Sanit. 1997, 11: 115-121. 10.1016/S0213-9111(97)71286-X.CrossRefPubMed Ferrer Evangelista D, Ballester Díez F, Pérez-Hoyos S, Igual Adell R, Fluixa Carrascosa C, Fullana Monllor J: Incidencia de tuberculosis pulmonar: aplicación del método de captura-recaptura. Gac Sanit. 1997, 11: 115-121. 10.1016/S0213-9111(97)71286-X.CrossRefPubMed
26.
go back to reference Gallay A, Nardone A, Vaillant V, Desenclos JC: La méthode capture-recapture appliquée à l'épidémiologie: principes, limites et applications. Rev Epidemiol Sante Publique. 2002, 50: 219-232.PubMed Gallay A, Nardone A, Vaillant V, Desenclos JC: La méthode capture-recapture appliquée à l'épidémiologie: principes, limites et applications. Rev Epidemiol Sante Publique. 2002, 50: 219-232.PubMed
27.
go back to reference Debouverie M, Pittion-Vouyovitch S, Louis S, Roederer T, Guillemin F: Increasing incidence of multiple sclerosis among women in Lorraine, Eastern France. Mult Scler. 2007, 13: 962-967. 10.1177/1352458507077938.CrossRefPubMed Debouverie M, Pittion-Vouyovitch S, Louis S, Roederer T, Guillemin F: Increasing incidence of multiple sclerosis among women in Lorraine, Eastern France. Mult Scler. 2007, 13: 962-967. 10.1177/1352458507077938.CrossRefPubMed
28.
go back to reference Sundström P, Nyström L, Forsgren L: Incidence (1988–97) and prevalence (1997) of multiple sclerosis in Vasterbotten County in northern Sweden. J Neurol Neurosurg Psychiatry. 2003, 74: 29-32. 10.1136/jnnp.74.1.29.CrossRefPubMedPubMedCentral Sundström P, Nyström L, Forsgren L: Incidence (1988–97) and prevalence (1997) of multiple sclerosis in Vasterbotten County in northern Sweden. J Neurol Neurosurg Psychiatry. 2003, 74: 29-32. 10.1136/jnnp.74.1.29.CrossRefPubMedPubMedCentral
29.
go back to reference Wittes J, Sidel VW: A generalization of the simple capture-recapture model with applications to epidemiological research. J Chronic Dis. 1968, 21: 287-301. 10.1016/0021-9681(68)90038-6.CrossRefPubMed Wittes J, Sidel VW: A generalization of the simple capture-recapture model with applications to epidemiological research. J Chronic Dis. 1968, 21: 287-301. 10.1016/0021-9681(68)90038-6.CrossRefPubMed
30.
go back to reference Cormack RM: Problems with using capture-recapture in epidemiology: an example of a measles epidemic. J Clin Epidemiol. 1999, 52: 909-914. 10.1016/S0895-4356(99)00058-X.CrossRefPubMed Cormack RM: Problems with using capture-recapture in epidemiology: an example of a measles epidemic. J Clin Epidemiol. 1999, 52: 909-914. 10.1016/S0895-4356(99)00058-X.CrossRefPubMed
31.
go back to reference Hook EB, Regal RR: Recommendations for presentation and evaluation of capture-recapture estimates in epidemiology. J Clin Epidemiol. 1999, 52: 917-926. 10.1016/S0895-4356(99)00060-8.CrossRefPubMed Hook EB, Regal RR: Recommendations for presentation and evaluation of capture-recapture estimates in epidemiology. J Clin Epidemiol. 1999, 52: 917-926. 10.1016/S0895-4356(99)00060-8.CrossRefPubMed
32.
go back to reference Jarvis SN, Lowe PJ, Avery A, Levene S, Cormack RM: Children are not goldfish–mark/recapture techniques and their application to injury data. Inj Prev. 2000, 6: 46-50. 10.1136/ip.6.1.46.CrossRefPubMedPubMedCentral Jarvis SN, Lowe PJ, Avery A, Levene S, Cormack RM: Children are not goldfish–mark/recapture techniques and their application to injury data. Inj Prev. 2000, 6: 46-50. 10.1136/ip.6.1.46.CrossRefPubMedPubMedCentral
33.
go back to reference Gafson A, Giovannoni G, Hawkes CH: The diagnostic criteria for multiple sclerosis: From Charcot to McDonald. Mult Sclerosis Related Disord. 2012, 1: 9-14. 10.1016/j.msard.2011.08.002.CrossRef Gafson A, Giovannoni G, Hawkes CH: The diagnostic criteria for multiple sclerosis: From Charcot to McDonald. Mult Sclerosis Related Disord. 2012, 1: 9-14. 10.1016/j.msard.2011.08.002.CrossRef
34.
go back to reference Tintoré M, Rovira A, Río J, Nos C, Grivé E, Sastre-Garriga J, Pericot I, Sánchez E, Comabella M, Montalbán X: New diagnostic criteria for multiple sclerosis: application in first demyelinating episode. Neurology. 2003, 60: 27-30. 10.1212/WNL.60.1.27.CrossRefPubMed Tintoré M, Rovira A, Río J, Nos C, Grivé E, Sastre-Garriga J, Pericot I, Sánchez E, Comabella M, Montalbán X: New diagnostic criteria for multiple sclerosis: application in first demyelinating episode. Neurology. 2003, 60: 27-30. 10.1212/WNL.60.1.27.CrossRefPubMed
35.
go back to reference Esbjerg S, Keiding N, Koch-Henriksen N: Reporting delay and corrected incidence of multiple sclerosis. Stat Med. 1999, 18: 1691-1706. 10.1002/(SICI)1097-0258(19990715)18:13<1691::AID-SIM160>3.0.CO;2-D.CrossRefPubMed Esbjerg S, Keiding N, Koch-Henriksen N: Reporting delay and corrected incidence of multiple sclerosis. Stat Med. 1999, 18: 1691-1706. 10.1002/(SICI)1097-0258(19990715)18:13<1691::AID-SIM160>3.0.CO;2-D.CrossRefPubMed
Metadata
Title
Incidence of multiple sclerosis in Northern Lisbon, Portugal: 1998–2007
Authors
Joao de Sá
Enrique Alcalde-Cabero
Javier Almazán-Isla
Fernando García-López
Jesús de Pedro-Cuesta
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Neurology / Issue 1/2014
Electronic ISSN: 1471-2377
DOI
https://doi.org/10.1186/s12883-014-0249-1

Other articles of this Issue 1/2014

BMC Neurology 1/2014 Go to the issue