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Active screening at entry for tuberculosis among new immigrants: a systematic review and meta-analysis

S. Arshad, L. Bavan, K. Gajari, S. N. J. Paget, I. Baussano
European Respiratory Journal 2010 35: 1336-1345; DOI: 10.1183/09031936.00054709
S. Arshad
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L. Bavan
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K. Gajari
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S. N. J. Paget
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I. Baussano
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Abstract

Although there is no evidence that imported tuberculosis increases the incidence of the disease in host countries, the rise in migration worldwide raises concerns regarding the adequacy of surveillance and control of immigrant-associated tuberculosis in low incidence countries. Assessing the performance of screening of immigrants for tuberculosis is key to rationalising control policies for the detection and management of immigrant-associated tuberculosis.

We performed a systematic review and meta-analysis to determine the yield of active screening for tuberculosis among new immigrants at the point of entry.

The yield for pulmonary tuberculosis was 3.5 cases per 1,000 screened (95% CI 2.9–4.1; I2 = 94%); for refugees, asylum seekers and regular immigrants the estimates were 11.9 (95% CI 6.7–17.2; I2 = 92%), 2.8 (95% CI 2.0–3.7; I2 = 96%) and 2.7 (95% CI 2.0–3.4; I2 = 81%), respectively. The yield estimates for immigrants from Europe, Africa and Asia were 2.4 (95% CI 1.3–3.4; I2 = 51.5%), 6.5 (95% CI 3.2–10.0; I2 = 62%) and 11.2 (95% CI 6.2–16.1; I2 = 95%), respectively.

These results provide useful data to inform the development of coherent policies and rational screening services for the detection of immigrant-associated tuberculosis.

  • Migrants
  • screening
  • tuberculosis

In 2007, according to the World Health Organization (WHO), there were an estimated 13.7 million prevalent cases of tuberculosis and an estimated 0.5 million cases of multidrug-resistant tuberculosis worldwide. In the same year, the number of new cases incre`ased from 9.24 million cases in 2006 to 9.27 due to population growth, while there were 1,756,000 deaths from tuberculosis, 456,000 of which occurred in HIV-positive people. The Africa, South-East Asia and Western Pacific regions accounted for ∼80% of total case notifications 1. As with other infections, the movements of populations across countries can be critically important in shaping the global epidemiology of tuberculosis 2. The displacement of people from areas characterised by a high burden of tuberculosis and poor implementation of control strategies may hinder tuberculosis control in areas with unprepared or overstretched control programmes. Contact patterns, both within and outside the migrant communities, immigration patterns and tuberculosis control measures are likely to affect the effective contact between infectious and susceptible individuals 3. Thus, migrants from countries with a high prevalence of tuberculosis may play a role as a source of tuberculosis infection, particularly within migrant communities 4, 5. The dramatic rise in migration to Europe and the potential consequences of this in terms of infectious disease circulation has recently been addressed at the Second Conference on Applied Infectious Disease Epidemiology, supported by the European Centre for Disease Prevention and Control 6. The issues of surveillance of communicable diseases and screening of migrants for tuberculosis are politically sensitive topics that need robust evidence about the burden of immigrant-associated tuberculosis and about the efficacy of screening services to be adequately addressed 7–9. Very recently, overseas screening has been reported as a high-yield intervention for indentifying tuberculosis in regular immigrants and refugees in their countries of origin 10. Similarly, contact tracing among migrants and the foreign-born population has been recently reviewed as a potentially effective, though poorly standardised, strategy to identify cases in a high-prevalence population 11.

We review the current literature in order to provide a measure of performance of screening at entry in settings of low tuberculosis prevalence. Specifically looking at evidence on the yield (defined as the ratio between number of cases detected and individuals screened) of active case finding or active screening programmes targeted to migrants moving from areas of high tuberculosis incidence to areas of low incidence.

METHODS

Search strategy

We initially searched the available literature for systematic reviews or meta-analyses reporting tuberculosis prevalence among migrants. In 2005, Dasgupta and Menzies 7 published a systematic review aimed at assessing the cost-effectiveness of tuberculosis control strategies among immigrants and refugees. In order to optimise the sensitivity of the search, the focus was not specifically on active screening yield. We aimed our search strategy at identifying all the studies that assessed the prevalence of tuberculosis among immigrants moving from high incidence, i.e. >49 new tuberculosis cases per 100,000 persons per year, to medium or low incidence, i.e. <50 new tuberculosis cases per 100,000 persons per year. We searched three electronic databases for primary studies: PubMed, EMBASE and Web of Knowledge. The search included published reports through July 2008, using the following combination of terms: “tuberculosis” and “prevalence” or “screening” and “emigrants” or “refugees” or “foreign born” or “immigrants”. We restricted the language of the publications to English, French, Spanish and Italian. To identify relevant articles not found in the electronic databases we supplemented the search strategy as follows: 1) we hand-searched the indices of the International Journal of Tuberculosis and Lung Disease (1997–2004); and 2) we reviewed the reference lists of primary studies.

Study selection

Studies were eligible for inclusion if they reported the proportion of active pulmonary tuberculosis among screened immigrants, including the number of migrants investigated and number of cases found, and if they assessed through active case finding or an active screening programme; i.e. screening targeting all immigrants, irrespective of symptoms. For the purpose of this review we considered studies performing both radiological and microbiological tests to identify cases of active tuberculosis 12. We excluded the following studies: 1) studies only reporting prevalence of latent tuberculosis infection; 2) studies only reporting tuberculosis cases in children (reported as such in the paper or younger than 16 yrs of age); 3) studies only identifying cases through passive case finding; 4) studies only reporting tuberculosis prevalence among migrants moving from areas of low incidence; 5) studies only reporting cases of multidrug-resistant tuberculosis; 6) studies only including migrants who had undergone screening prior to leaving the country of origin; and 7) studies only reporting tuberculosis incidence data among immigrants.

All duplicate citations were eliminated from the initial database. Four reviewers (S. Arshad, S.N.J. Paget, K. Gajari and L. Bavan) screened these citations by reviewing titles and abstracts to identify potentially relevant studies. Disagreements between the reviewers were resolved by consensus. The database was then screened again to include only primary articles, and the full text of each citation was obtained and reviewed.

Data extraction

A data extraction form was designed and pilot-tested by four reviewers (S. Arshad, S.N.J. Paget, K. Gajari and L. Bavan), then a subset of five studies were independently reviewed to extract the relevant data. The inter-rater agreement obtained for the data from these studies was 100%. Subsequently, the papers were independently reviewed by the reviewers (S. Arshad, S.N.J. Paget, K. Gajari and L. Bavan) and data extraction cross-checked. The study period, and the number of migrants screened and cases of active tuberculosis were recorded. The pattern of screening has been classified as “routine” or “on purpose” to differentiate information collected through ongoing and settled programmes from those obtained from programmes developed ad hoc. If reported, we also collected data on the country or geographic area of origin of the migrants, their age and sex distribution. We considered as “migrants” those reported as such in the original study. Since migrants were differently reported in different studies, we grouped the migration patterns according to the following classification: regular immigrant (including immigrant workers and students), asylum seekers (including individuals who went through asylum centres or state registration centres at the border, and individuals arriving through transit centres and reporting to ports and border health divisions) and refugees (reported as such in the papers). Only studies that identified pulmonary tuberculosis using chest radiography and/or sputum smear and/or microbiological culture were included.

As estimates of tuberculosis prevalence among the general populations in the host countries, we considered estimates provided by the WHO for the corresponding study period 13.

Finally, we assessed the quality of each study, adapting the Newcastle–Ottawa scoring scale for cohort studies 14. In brief, the quality of the studies has been assessed, considering the definition and representativeness of the cohort of migrants, the diagnostic criteria for cases of active tuberculosis and the comparability of the cohorts on the basis of the study design or analysis.

Data collation and meta-analysis

For each study the yield of active screening for pulmonary tuberculosis has been calculated. The yield was defined as the number of cases detected per 1,000 individuals screened. We performed a random effects meta-analysis in order to account for the expected between-study variability; i.e. we drew pooled estimates under the assumption that each study had different characteristics and measured different, though related, underlying yields 15. We used the software for statistical analysis STATA version 9.2 (StataCorp., College Station, TX, USA). The studies included in the meta-analysis were weighted by the inverse variance of their effect size estimate 16. In order to assess the magnitude of the disproportion of the risk of pulmonary tuberculosis among screened immigrants and the general population of the host country, we also compared the yield of active screening for pulmonary tuberculosis with the estimated prevalence of tuberculosis in the general population of the host country. The latter estimates are usually drawn from passive case-finding programmes; therefore, we considered active screening yield as a proxy measure of the pulmonary tuberculosis prevalence among immigrants.

The presence of heterogeneity across studies was assessed by the conventional Chi-squared test for heterogeneity and by calculating the I2 statistic, which accounts for the number of studies included in the meta-analysis and provides a direct measure of the variability not explained by the information included in the analysis 17.

To investigate possible sources of heterogeneity, we stratified the analysis by patterns of migration, geographic area of destination and patterns of screening. To account for the effect of continuous variables, such as the study period and quality scoring of the study, we performed univariate meta-regression analyses. Using some studies, it was possible to estimate a pooled pulmonary tuberculosis prevalence among screened migrants according to their geographic origin and to assess the relative risk of tuberculosis between males and females. There were insufficient studies reporting the distribution of the migrants by age, sex and country of origin to warrant analysis. Finally, we qualitatively assessed the publication bias by drawing a funnel plot.

RESULTS

The study selection process is shown in figure 1⇓. We identified 468 potentially relevant unique citations from all literature searches, and 22 of these publications were eligible for inclusion, accounting for 5,446 cases of pulmonary tuberculosis out of 2,620,739 screened immigrants 18–39. No publication was excluded from the analysis on the basis of the quality assessment. The median (interquartile range) number of cases of pulmonary tuberculosis among immigrants was 31 (10–76), while the median number of immigrants screened in each study was 6,526 (945–19,912). Of the 22 studies, seven reported pulmonary tuberculosis cases among refugees 26–31, 38, seven reported cases among regular immigrants 32–37, 39, seven reported cases among asylum seekers 18–24 and one did not report any pulmonary tuberculosis case 25. 12 studies reported information about the geographic origin of the migrants 19–21, 26–31, 36, 38, 39, while only three studies reported a sex distribution of pulmonary tuberculosis cases 22, 29, 31. Among the studies reporting the geographic origin of immigrants, six reported cases from Europe (median (interquartile range) number of cases: 10 (4–8); median number of immigrants: 2,950 (945–8,462)) 19–21, 26, 28, 29, six reported cases from Asia (median number of cases: 24 (13–71); median number of immigrants: 2,089 (1,863–9,328)) 20, 27, 30, 31, 36, 38, three reported cases from Africa (median number of cases: 14 (13–46); median number of immigrants: 1,732 (1,390–10,490)) 19–21, one reported cases from the Middle East 20 and, finally, one paper reported cases from Haiti 39. Table 1⇓ summarises the findings of the 22 studies that reported cases of active pulmonary tuberculosis among migrants and the prevalence of tuberculosis among the general population in the host countries. Figure 2⇓ shows the pooled and study-specific estimates, stratified by patterns of migration, of the yield of active screening programmes. These estimates ranged between a minimum of one every 1,000 screened to a maximum of 38.1 per 1,000, while the pooled estimate was 3.5 per 1,000 (95% CI 2.9–4.1). The study reported by Denburg et al. 25 did not identify any pulmonary tuberculosis cases out of the 68 refugees investigated and, therefore, did not contribute to the estimate of the pooled relative risk. Interestingly, the stratified pooled estimates allowed us to identify a four-fold increase of the yield for refugees (yield: 11.9 per 1,000, 95% CI 6.7–17.2; I2 = 92%,) compared with the other group of migrants, namely, regular immigrants (yield: 2.8 per 1,000, 95% CI 2.0–3.6; I2 = 96%) and asylum seekers (yield: 2.7 per 1,000, 95% CI 2.0–3.4; I2 = 81%). Since different geographic area of destination may result in different patterns of immigration and implementation of different screening services, we performed a sensitivity analysis considering estimates exclusively from European countries (fig. 3⇓). The active screening yield for refugees decreased to 5.8 per 1,000 (95% CI 2.0–9.5; I2 = 68%), while the yield for regular immigrants (yield: 2.2 per 1,000, 95% CI 1.3–3.2; I2 = 89%) and for asylum seekers (yield: 2.7 per 1,000, 95% CI 1.9–3.4; I2 = 84%) virtually did not change.

Fig. 1—
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Fig. 1—

Flow diagram for study selection.

Fig. 2—
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Fig. 2—

Forest plot of yield (×1,000 individuals tested) of active screening of immigrants at entry, by pattern of migration (all studies included). For each study, point estimate (filled diamond), 95% confidence intervals (lines) and weight (shaded area) are presented. The pooled estimates (centre of empty diamonds) are reported along with the 95% confidence intervals (extremities of empty diamonds).

Fig. 3—
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Fig. 3—

Forest plot of yield (×1,000 individuals tested) of active screening of immigrants at entry, by pattern of migration (only studies from European countries included). For each study, point estimate (filled diamond), 95% confidence intervals (lines) and weight (shaded area) are presented. The pooled estimates (centre of empty diamonds) are reported along with the 95% confidence intervals (extremities of empty diamonds).

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Table 1—

Prevalence of tuberculosis(TB) among migrants

In order to account for the possible differences between routine and ad hoc screening programmes, we conducted an analysis restricted to the routine screening programmes. Also in this case the yields for both regular immigrants (yield: 2.0 per 1,000, 95% CI 1.3–2.8; I2 = 96%) and asylum seekers (yield: 2.1 per 1,000, 95% CI 1.8–2.5; I2 = 30%) remained substantially unchanged, while the heterogeneity between studies targeted to asylum seekers decreased significantly.

We investigated the role of the study period and quality scoring of the study for other sources of heterogeneity; neither appeared to significantly influence the meta-analysis estimates.

The prevalence estimated in host countries ranged between 0.03 and 0.3 per 1,000 (table 1⇑), while the overall pooled estimate of the active pulmonary tuberculosis prevalence ratio between screened new immigrants and autochthonous population was 48.2 (95% CI 23.3–99.6; I2 = 99%). The stratification by migration patterns of the prevalence ratio (fig. 4⇓), mirrored the stratification of the screening yield, namely: refugees prevalence ratio for tuberculosis was 130.6 (95% CI 58.8–290.2; I2 = 96%), for regular immigrants was 29.4 (95% CI 9.7–88.9; I2 = 99%), and for asylum seekers it was 30.1 (95% CI 19.3–47.1; I2 = 93%).

Fig. 4—
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Fig. 4—

Forest plot of prevalence ratio for pulmonary tuberculosis among immigrants actively screened at entry compared with general population in the host country, by pattern of migration. For each study, point estimate (filled diamond), 95% confidence intervals (lines) and weight (shaded area) are presented. The pooled estimates (centre of empty diamonds) are reported along with the 95% confidence intervals (extremities of empty diamonds).

Since some studies also reported pulmonary tuberculosis cases according to their geographic origin, we tentatively estimated the pooled yield of active tuberculosis among migrants from some continents (fig. 5⇓): the pooled yield for immigrants from European countries was 2.4 per 1,000 (95% CI 1.3–3.4; I2 = 51.5%), from Africa it was 6.5 (95% CI 3.1–9.9; I2 = 62.5%), while from Asia the yield was 11.2 (95% CI 6.2–16.1; I2 = 94.9%).

Fig. 5—
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Fig. 5—

Forest plot of yield (×1,000 individuals tested) of active screening of immigrants at entry, by geographic origin of the immigrants. For each study, point estimate (filled diamond), 95% confidence intervals (lines) and weight (shaded area) are presented. The pooled estimates (centre of empty diamonds) are reported along with the 95% confidence intervals (extremities of empty diamonds).

Finally, using the data reported by four studies, we estimated the prevalence ratio for pulmonary active tuberculosis between migrant males and females (table 2⇓). Males were at a higher risk of active pulmonary tuberculosis than females; however, this difference was not statistically significant (relative risk 1.39, 95% CI 0.94–2.04; I2 = 49.4%).

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Table 2—

Risk of pulmonary tuberculosis(TB) among migrants, by sex

The possible distortion of the estimates due to publication bias could be reasonably excluded by visual inspection of the funnel plot, although the method has been designed for meta-analysis of randomised controlled trials 40.

DISCUSSION

Population mobility across the world is rapidly becoming a key determinant of infectious disease epidemiology 41. The relationship existing between international migration and tuberculosis control has been extensively addressed by a report of a European task force from the International Union Against Tuberculosis and Lung Disease and WHO in 1994 2, while Dasgupta and Menzies 7 compared the cost-effectiveness of different tuberculosis control strategies. In the present study, we attempt to summarise the evidence on the yield of active screening of immigrants for pulmonary tuberculosis from countries with high incidence of tuberculosis migrating to low incidence countries. Overall, the proportion of screened immigrants with active pulmonary tuberculosis ranged between 1 and 38 per 1,000, that is, between 10 to 100 times greater than the prevalence measured in the general population of the host country. The overall stratified analysis has shown that the patterns of migration are indicators of the risk of tuberculosis; namely, refugees have been shown to be four times more likely to be diagnosed with active pulmonary tuberculosis than the other immigrants. The sensitivity analysis restricted to the European host countries has shown a similar pattern, although the screening yield for refugees halved and the confidence intervals between groups overlapped. These differences in screening yield may reflect a different risk of pulmonary tuberculosis infection associated with each pattern of migration. Refugees usually leave their own countries as a consequence of critical and relatively rapid events; therefore, they might be less subject to a process of selection based on their health status, the so called “healthy immigrant effect” 42. Furthermore, refugees may spend some time in overcrowded camps before moving to the host country; in these settings the living conditions may favour both the transmission and the occurrence of tuberculosis. Our findings are consistent with the estimates reported from the overseas screening of US-bound immigrants and refugees. The reported analyses show that prevalence (per 1,000 screened) among refugees is larger (10.4, 95% CI 10.0–10.7) than among other immigrants (9.6, 95% CI 9.5–9.7) 10. Unfortunately, those values are not readily comparable with our estimates since they refer exclusively to smear-negative tuberculosis cases, whereas our analysis accounts also for smear-positive cases. However, the consistency of the findings highlights the need for recommendations on the screening of refugees as a high-risk group for active tuberculosis. To be fully effective, screening should be part of an integrated preventive strategy focused on improving housing conditions to decrease the risk of tuberculosis transmission, on enhancing tuberculosis case finding 11 and on setting case management within the framework of a directly observed treatment programme 43.

It has been observed, among regular immigrants, that the prevalence at entry was higher than expected from the WHO estimated prevalence of tuberculosis in the country of origin, possibly because migrants are a selected group with a higher risk for active tuberculosis, as are young adults and lower socioeconomic status groups 34. Interestingly, an analysis of the data (not shown) from those studies reporting the country of origin of migrants suggested a similar pattern. Unfortunately, however, data were too limited to draw any convincing conclusion.

Immigrants from Asia and Africa have been found to be about five and three times, respectively, more likely to be affected by pulmonary tuberculosis at their entry, than their European counterparts. These differences grossly reflect the worldwide distribution of tuberculosis. Unexpectedly, the pooled yield for immigrants from Africa was lower than for immigrants from Asia. This could be explained by the fact that ∼51% of immigrants from Asia were refugees, whereas all immigrants from Africa were asylum seekers. Furthermore, according to a restricted analysis, the pooled yield for asylum seekers from European countries 19–21 was 2.00 per 1,000 (95% CI 1.36–2.63; I2 = 0.0%). This finding suggests that a more specific definition of the risk groups might result in a reduction of heterogeneity of the estimates, possibly supporting more specific indications about which immigrant groups should be targeted for screening. Unfortunately, the available data were not sufficient to further stratify the whole analysis by geographic origin and migration patterns.

The comparison of the prevalence of active tuberculosis among screened immigrants at entry with the prevalence estimated for the autochthonous general population has shown that, overall, immigrants at entry into the country are 40 times more at risk of having active tuberculosis than the local general population. Also, as expected, the comparison between patterns of migration confirmed that refugees have a four- to five-fold higher risk of pulmonary tuberculosis than the other groups. These comparisons should be, however, considered cautiously, since: 1) tuberculosis prevalence, in absence of specifically designed surveys, is usually derived from the incidence and duration estimates obtained from the notification systems based on a passive case finding approach 44; 2) active screening anticipates diagnosis of asymptomatic cases of tuberculosis, e.g. Monney and Zellweger 24 found that 49% of actively screened cases were asymptomatic compared with 18% of those detected through passive case finding; and 3) some prevalent cases may be missed by screening at entry, e.g. Erkens et al. 34 detected 97% of prevalent cases through screening, the remaining cases were detected passively during the first 5 months of immigration.

Further limitations should be considered when interpreting the findings of this study. First, the pooled analysis of all studies showed substantial heterogeneity. Similar levels of heterogeneity have been observed in other systematic reviews focusing on tuberculosis transmission control issues and analysing observational studies 45, 46. Such heterogeneity can be due to differences in methodological quality, study design, sampling variability and study populations across studies. In particular, we accounted for the patterns of migration and we restricted the analysis to the European and to the routine screening programmes, under the assumption of a greater homogeneity within each subgroup. In fact, some reduction of the heterogeneity has been observed, possibly due to a more consistent organisation of routine screening programmes and more consistent migration patterns within Europe. The variations in the study quality and in the study period did not significantly affect the heterogeneity between study estimates. The high level of heterogeneity limits the ability to interpret the pooled estimates and to compare estimates among subgroups. However, the yield of active screening of new immigrants and the prevalence ratios for active tuberculosis between migrants and the general population in the host country were so high as to warrant serious consideration. Secondly, it was not possible to account for the level of coverage of screening services; furthermore, it is uncertain whether and how our estimates, drawn for refugees, asylum seekers or regular immigrants, can be projected on to illegal immigrants, who are likely to be those bearing the greatest share of imported tuberculosis burden. Finally, some misclassification between migration patterns could not be excluded, in particular between refugees and asylum seekers. However, when the analysis was restricted to the data from routine screening programmes, the heterogeneity between studies investigating asylum seekers decreased by ∼50%, while the screening yield remained virtually unchanged.

It is noteworthy that, currently, there is no evidence that imported tuberculosis has significantly increased the incidence of tuberculosis among the autochthonous population 7. On the contrary, overall the number of notifications from the local population is decreasing every year in most industrialised countries, whereas the proportion of foreign-born tuberculosis cases is increasing 47, 48. However, imported tuberculosis has been shown to be transmitted within population subgroups with poor living conditions and poor access to healthcare provision 5, 8, 49, 50. Therefore, favouring the detection of tuberculosis cases by active screening and by promoting the access of immigrants to healthcare facilities may shorten the infectious periods, interfere with the transmission network, and improve the control of potential tuberculosis reservoirs.

The assessment of effectiveness of active screening of immigrants at entry is beyond the scope of this paper. However, our yield estimates, in particular for refugees from countries with high incidence of tuberculosis, support the recommendation of the introduction of screening at entry as an element of an integrated preventive strategy for tuberculosis control.

In particular, screening programmes targeting high-risk groups within the framework of coordinated activities of control and management of tuberculosis, such as contact tracing investigations and tailored directly observed treatment programmes, can be successful in reducing the burden among migrants 4, 8. The early identification and management of tuberculosis among immigrants before they are dispersed within the host country is expected to prevent unnecessary transmission between recent immigrants. Furthermore, it would guarantee a more equitable access to healthcare provision and, possibly, eventually result in higher treatment success rates. In conclusion, the presented findings provide useful data to inform the development of coherent policies and rational screening services to detect immigrant-associated tuberculosis.

Support statement

I. Baussano has been supported by the “Regione Piemonte” Italy, Assessorato Sanità, Progetti di Ricerca Sanitaria Finalizzata, 2008.

Statement of interest

None declared.

Acknowledgments

The authors would like to thank M. Bugiani (Regional Reference Centre for Tuberculosis Prevention, Turin, Italy), U. Fedeli (Veneto Region, Castelfranco Veneto, Italy), E. Michael (Imperial College, London, UK), G. Gomez (Imperial College, London, UK) and F. Scano (Stop TB Dept, World Health Organization, Geneva, Switzerland) for their thoughtful comments. The paper has been conceived and prepared within the framework of a BSc module in global health held by the Faculty of Medicine of the Imperial College of Science, Technology and Medicine in London, UK. The authors would like to thank the course directors, H. Ward and P. Vineis.

  • Received April 2, 2009.
  • Accepted September 18, 2009.
  • © ERS

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Active screening at entry for tuberculosis among new immigrants: a systematic review and meta-analysis
S. Arshad, L. Bavan, K. Gajari, S. N. J. Paget, I. Baussano
European Respiratory Journal Jun 2010, 35 (6) 1336-1345; DOI: 10.1183/09031936.00054709

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Active screening at entry for tuberculosis among new immigrants: a systematic review and meta-analysis
S. Arshad, L. Bavan, K. Gajari, S. N. J. Paget, I. Baussano
European Respiratory Journal Jun 2010, 35 (6) 1336-1345; DOI: 10.1183/09031936.00054709
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