| Literature DB >> 32503598 |
Salvatore Crisafulli1, Janet Sultana1, Andrea Fontana2, Francesco Salvo3, Sonia Messina4,5, Gianluca Trifirò6.
Abstract
BACKGROUND: Duchenne Muscular Dystrophy (DMD) is a rare disorder caused by mutations in the dystrophin gene. A recent systematic review and meta-analysis of global DMD epidemiology is not available. This study aimed to estimate the global overall and birth prevalence of DMD through an updated systematic review of the literature.Entities:
Keywords: Birth prevalence; Duchenne muscular dystrophy; Epidemiology; Meta-analysis; Prevalence; Systematic review
Mesh:
Year: 2020 PMID: 32503598 PMCID: PMC7275323 DOI: 10.1186/s13023-020-01430-8
Source DB: PubMed Journal: Orphanet J Rare Dis ISSN: 1750-1172 Impact factor: 4.123
Fig. 1PRISMA flow-chart showing the process of literature search and study selection
Characteristics of the included studies on Duchenne muscular dystrophy epidemiology
| Author, Year of publication | Catchment area | Data source | Population | Study years | Study design | DMD definition | Prevalence type | Epidemiological estimate per 100,000 |
|---|---|---|---|---|---|---|---|---|
| DMD Prevalence | ||||||||
| Danieli, 1977 [ | Four districts of Veneto Region (Italy) | Hospital records review | Patients with a diagnosis of DMD from 1952 to 1972 | 1952–1972 | Retrospective chart-review study | High serum CK levels on samples of fresh serum from subjects at rest and 6 h after vigorous physical exercise | Period prevalence per 1000,000 males and females of any age | 3.4 [2.8–4.2] per 100,000 |
| Monckton, 1982 [ | Alberta (Canada) | Hospital/clinic chart review | Cases recorded by three muscular dystrophy association Clinics as well as cases recorded at the Genetics Clinics of the University of Alberta and the Alberta Children’s Hospital | 1950–1979 | Retrospective chart-review study | – | Point prevalence in 1979 per 100,000 males of any age | 9.5 [7.8–11.6] per 100,000 |
| Leth, 1985 [ | Denmark | Collection of data from hospital departments, nursery homes and general practitioners | 445 patients with progressive muscular dystrophy alive January 1st 1965 | 1965–1975 | Retrospective population-based cohort study | Histological changes in muscular tissue, typical electromyographic changes, high serum CK levels, family occurrence of progressive muscular dystrophy | Point prevalence per 1000,000 in 1965 | 6.94 per 100,000a |
| Radhakrishnan, 1987 [ | Benghazi, Lybia | Hospital records review | Patients resident of Benghazi with neuromuscular disorders over the period January 1983–1985 | 1983–1985 | Retrospective chart-review study | DMD diagnosis based on clinical examination, family history, serum CPK, electromyography and investigations to exclude acquired disorders | Point prevalence in 1985 per 100,000 | 6.0 per 100,000a |
| Nakagawa, 1991 [ | Okinawa (Japan) | Hospital chart review (data collected from hospital departments, nursing homes and social health centers) | Patients with DMD in the whole Okinawa prefecture | 1989 | Retrospective population-based cohort study | Clinical presentation, high serum CK levels, electromyography, lens examination and immunohistochemical studies with antidystrophin antibody | Point prevalence per 100,000 males of any age | 7.1 [5.16–9.6] per 100,000 males |
| van Essen, 1992 [ | The Netherlands | Linkage database containing Dutch DMD registry, National Medical Registration file, Death Registry, Medical Genetics database | All living DMD patients on January 1, 1983 in the Netherlands | 1961–1982 | Retrospective population-based cohort study | A score was given considering the clinical status, serum CK levels, electromyograms, muscle biopsy findings, electrocardiograms, and familial occurrence compatible with X-linked recessive inheritance, together with the CK levels in the mother and/or sister when available | Point prevalence in 1983 per 100,000 males of any age | 5.4 [4.9–6.0] per 100,000 males |
| Ahlström, 1993 [ | Örebro (Sweden) | Clinical chart and administrative data (e.g. early retirement pension, temporary disability pension) review | Patients with a diagnosis of DMD between 1974 and 1987 | 1974–1988 | Retrospective chart-review study | – | Point prevalence in 1988 per 100,000 males and females of any age | 0.7 [0.2–2.7] per 100,000 |
| Ballo, 1994 [ | South Africa | Referrals requested from practitioners and genetic clinics | Patients with a diagnosis of DMD between 1987 and 1992 | 1987–1992 | Observational cohort study using retrospectively data | High serum CK levels, electromyography and genetic testing | Period prevalence per 1000 males of any age | 0.9 [0.8–1.1] per 100,000 males |
| Hughes, 1996 [ | Northern Ireland | Primary data: Mailed survey Secondary data: hospital/clinic chart review, administrative data, patient registry | Patients with DMD identified from the records of the North Ireland Muscle Clinic, the North Ireland Medical Genetic Department and from general practitioners, physicians and pediatricians data | 1993–1994 | Epidemiological survey. Population-based cohort study using prospectively and retrospectively collected data | Not specified | Point prevalence in 1994 per 1000,000 males and females of any age | 8.2 [6.3–10.4] per 100,000 |
| Hughes, 1996 [ | Northern Ireland | Primary data: mailed survey Secondary data: hospital/clinic chart review, administrative data, patient registry | Patients with DMD identified from the records of the North Ireland Muscle Clinic, the North Ireland Medical Genetic Department and from general practitioners, physicians and pediatricians data | 1993–1994 | Epidemiological survey. Population-based cohort study using prospectively and retrospectively collected data | Not specified | Point prevalence in 1994 per 1000,000 males of any age | 4.3 [3.3–5.4] per 100,000 males |
| Peterlin, 1997 [ | Slovenia | Registries and medical records review | DMD cases diagnosed in the period 1969–1984 | 1969–1984 | Retrospective population-based cohort study | DMD diagnosis based on the clinical picture, serum enzymes, electromyography and muscle biopsy | Point prevalence in 1990 per 100,000 males of any age | 2.9 [2.0–4.2] per 100,000 males |
| Siciliano, 1999 [ | North-West Tuscany (Italy) | Primary data: mailed survey Secondary data: hospital/clinical records review, administrative databases | Patients treated in the Unit for Muscle Diseases, University of Pisa | 1997 | Epidemiological survey. Population-based cohort study using prospectively and retrospectively collected data | Genetic testing (genomic DNA analysis and dystrophin analysis), clinical exam, high serum CK levels, family history, muscle biopsy | Point prevalence per 100,000 males and females of any age | 1.7 [1.1–2.6] per 100,000 |
| Darin, 2000 [ | Western Sweden | Residential and outpatient registers, muscle biopsy registries and administrative databases | All individuals with neuromuscular disorders born between 1979 and 1994 and admitted in one of the seven hospitals in the region before 1st January 1995 | 1995 | Retrospective population-based cohort study | Clinical exams, high serum CK levels, family history, muscle biopsy, genetic testing | Point prevalence per 100,000 males, aged less than 16 years | 16.8 [11.4–23.8] per 100,000 males |
| Jeppesen, 2003 [ | Aarhus (Denmark) | Medical records of all DMD patients in the Institute of Neuromuscular Diseases, Respiratory Centre East at the State University Hospital and Respiratory Centre West at Aarhus University Hospital | Male Danish population in the period January 1, 1977 to January 1, 2002 and Danish newborn males | 1977–2002 | Retrospective population-based cohort study | Until 1993, ICD-8 code 330.39 ( | Point prevalence in 2002 per 100,000 males of any age | 5.5 [4.6–6.5] per 100,000 males |
| Chung, 2003 [ | Hong Kong | Hospital/clinic chart review from two University teaching hospitals | 332 children aged < 19 years at first assessment with neuromuscular diseases confirmed by using electromyography, muscle biopsy, and/or molecular genetic study | 1985–2001 | Prospective population-based cohort study | High serum CK level, nerve conduction study, electromyography, muscle biopsy, and molecular genetic study of blood DNA | Point prevalence in 2001 per 1000,000 males aged less than 19 years | 9.8 [7.7–12.6] per 100,000 males |
| Talkop, 2003 [ | Estonia | Hospital/clinic chart review, mailed survey, administrative database, patient registry | All patients with DMD born and diagnosed in the period 1977–1999 in Estonia | 1994–1999 | Epidemiological survey. Observational cohort study using retrospectively collected data | Not specified | Point prevalence in 1998 per 100,000 males aged less than 20 years | 12.8 [8.3–18.8] per 100,000 males |
| El-Tallawy, 2005 [ | Assiut (Egypt) | Door-to-door community survey | 52,203 subjects, identified from a door-to-door survey | 1996–1997 | Cross-sectional study | Electrophysiological and biochemical (high serum CK levels) investigations, genetic testing, muscle biopsy | Point prevalence in 1997 per 100,000 males and females of any age | 7.7 [2.1–19.6] per 100,000 |
| Norwood, 2009 [ | Northern England | Database of the Institute of Human Genetics in Newcastle and disease-specific databases | All registered patients (children and adults) with inherited muscle diseases diagnosed and currently seen by the neuromuscular team at the Institute of Human Genetics at Newcastle University | 2007 | Retrospective population-based cohort study | Genetic testing and genetic investigations (deletion, duplication or point mutation in the DMD gene) | Point prevalence per 100,000 males of any age | 8.3 [6.8–9.8] per 100,000 males |
| Mah, 2011 [ | Canada | De-identified data consisting of the clinical phenotypes, diagnostic methods, and molecular genetic reports from DBMD patients from the Canadian Pediatric Neuromuscular Group | DBMD patients followed by participating Canadian Pediatric Neuromuscular Group centers | 2000–2009 | Retrospective population-based cohort study | Clinical phenotypes, diagnostic methods (MLPA, muscular biopsy) and molecular genetic reports | Period prevalence per 10,000 males from birth to 24 years | 10.6 [9.7–11.5] per 100,000 males |
| Rasmussen, 2012 [ | South-Eastern Norway | Prospectively collected patient data | Patients aged under 18 years treated by neuropediatricians | 2005 | Prospective population-based cohort study | Genetic testing (sequencing of the dystrophin gene) and/or muscular biopsy | Point prevalence per 100,000 males from birth to 18 years | 16.2 [11.5–22.8] per 100,000 males |
| Romitti, 2015 [ | USA | MD STAR | Patients born from January 1982, to December 2011, resided in an MD STARnet site during any part of that time period, and was diagnosed with childhood-onset DBMD | 1982–2011 | Cross-sectional study | ICD-9 CM code: 359.1 or ICD-10 CM code: G71.0 | Point prevalence in 2010 per 10,000 males aged 5–24 years | 10.2 [9.2–11.2] per 100,000 males |
| Ramos, 2016 [ | Puerto Rico | Data from 141 patients attending the Muscular Dystrophy Association neuromuscular clinics in Puerto Rico (4 clinics in total) | 141 patients attending the Muscular Dystrophy Association neuromuscular clinics in Puerto Rico | 2012 | Retrospective epidemiological survey | “Definite” cases have symptoms referable to DMD and either (1) a documented DMD gene mutation, (2) muscle biopsy evidencing abnormal dystrophin without an alternative explanation, or (3) CK level at least 10 times normal, pedigree compatible with X-linked recessive inheritance, and an affected family member | Point prevalence per 100,000 males of any age | 5.2 [4.2–6.4] per 100,000 males |
| Lefter, 2016 [ | Republic of Ireland | Demographic, clinical, physiologic, histopathology, serology, and genetic data from retrospectively and prospectively identified patients | Adults (≥18 years old) living in the Republic of Ireland ≥5 years | 2012–2013 | Population-based study using retrospectively and prospectively collected data | Genetic and electrophysiological tests | Point prevalence in 2013 per 100,000 males (≥18 years old) | 3.0 [2.3–3.7] per 100,000 males |
| DMD Birth prevalence | ||||||||
| Brooks, 1977 [ | South Eastern Scotland | Survey and clinical records review | All cases of DMD who had been born between 1953 and 1968 | 1953–1968 | Retrospective epidemiological survey | – | Period birth prevalence | 26.5 [19.9–35.2] per 100,000 live male births |
| Danieli, 1977 [ | Four districts of Veneto Region (Italy) | Hospital records review | Patients with a diagnosis of DMD from 1952 to 1972 | 1952–1972 | Retrospective chart-review study | High serum CK levels on samples of fresh serum from subjects at rest and 6 h after vigorous physical exercise | Period birth prevalence | 28.2 [22.1–35.8] per 100,000 live male births |
| Takeshita, 1977 [ | Shimane (Japan) | Questionnaires sent to nurse-teachers in infant schools, primary schools and junior high schools in Shimane | – | 1956–1970 | Epidemiological survey | Neurological exams, electromyography, high CPK levels, muscle biopsy | Period birth prevalence | 20.8 [13.3–32.6] per 100,000 live male births |
| Drummond, 1979 [ | New Zealand | Prospectively collected patient data | 101 consecutive live births at St Helen’s Hospital, Auckland, New Zealand | – | Cross-sectional study | High CPK levels in newborn blood spot | Birth prevalence | 20.0 [5.5–72.9] per 100,000 live male births |
| Cowan, 1980 [ | Australia | Survey and clinical records review | DMD cases in New South Wales and in the Australian Capital Territory between 160 and 1971 | 1960–1971 | Retrospective epidemiological survey | – | Period birth prevalence | 18.6 [15.3–22.6] per 100,000 live male births |
| Danieli, 1980 [ | Veneto Region (Italy) | Hospital records review | DMD cases born in the period 1959–1968 | 1952–1972 | Retrospective epidemiological survey | Abnormal CK values | Period birth prevalence | 28.2 [23.3–34.2] per 100,000 live male births |
| Bertolotto, 1981 [ | Turin (Italy) | Clinical records review | All DMD cases born in Turin between 1955 and 1974. | 1955–1974 | Retrospective epidemiological survey | High CPK levels and electromyography | Period birth prevalence | 24.2 [19.3–30.5] per 100,000 live male births |
| Monckton, 1982 [ | Alberta (Canada) | Hospital/clinic chart review | Cases recorded by three muscular dystrophy association Clinics as well as cases recorded at the Genetics Clinics of the University of Alberta and the Alberta Children’s Hospital | 1950–1979 | Retrospective chart-review study | – | Period birth prevalence | 26.2 [21.7–31.5] per 100,000 live male births |
| Nigro, 1983 [ | Campania Region (Italy) | Prospectively collected patient data | DMD cases born in Campania from 1960 until 1971 | 1969–1980 | Cross-sectional study | DMD diagnosis based on age of onset of symptoms, age of onset of the chairbound stage, pseudohypertrophy of calf muscle, marked elevation of CPK levels, muscle biopsy | Period birth prevalence | 21.7 [18.5–25.3] per 100,000 live male births |
| Dellamonica, 1983 [ | France | Prospectively collected patient data | Blood samples of 158,000 newborns obtained 4 to 8 days postnatally | 1978 | Cross-sectional study | High CPK levels in newborn blood spot | Birth prevalence | 16.9 [9.7–29.5] per 100,000 live male births |
| Leth, 1985 [ | Denmark | Collection of data from hospital departments, nursery homes and general practitioners | 445 patients with progressive muscular dystrophy alive January 1st 1965 | 1965–1975 | Retrospective population-based cohort study | Histological changes in muscular tissue, typical electromyografic changes, high serum CK levels, family occurrence of progressive muscular dystrophy | Period birth prevalence | 22.2 per 100,000a |
| Scheuerbrandt, 1986 [ | West Germany | Prospectively collected patient data | – | 1977–1984 | Cross-sectional study | High CK activity in newborn blood spot | Period birth prevalence | 27.2 [20.5–36.0] per 100,000 live male births |
| Mostacciuolo, 1987 [ | Five districts of Veneto Region (Italy) | Hospital records review | DMD cases born in the period 1959–1968 | 1955–1984 | Retrospective epidemiological survey | DMD diagnosis based on electromyography, muscle biopsy, serum enzymes, and clinical history of the patients | Period birth prevalence | 26.0 [34.4–53.9] per 100,000 live male births |
| Takeshita, 1987 [ | Western Japan | Data collected from the preschool development screening program, from public institutions for children and 5 hospitals | DMD cases born between 1956 and 1980 | 1956–1980 | Retrospective population-based cohort study | DMD diagnosis based on electromyography, serum CK levels and muscle biopsy | Period birth prevalence | 19.1 [14.5–25.2] per 100,000 live male births |
| Greenberg, 1988 [ | Canada | Prospectively collected patient data | 18,000 newborn males screened for DMD in the routine Manitoba perinatal screening program | 1986–1987 | Cross-sectional study | High CK levels in newborn blood spot, muscle biopsy | Period birth prevalence | 27.8 [11.9–65.0] per 100,000 live male births |
| Tangsrud, 1989 [ | Southern Norway | Clinical records and national databases review | All boys with a known history of Duchenne muscle dystrophy born during the period 1968–1977 | 1968–1977 | Retrospective chart-review study | Muscle biopsies, electromyographic changes, high serum CK levels | Period birth prevalence | 21.9 [13.5–35.6] per 100,000 males |
| Norman, 1989 [ | Wales | Retrospectively and prospectively collected patient data | – | 1971–1986 | Cross-sectional study | High CK levels | Period birth prevalence | 24.7 per 100,000 malesa |
| van Essen, 1992 [ | The Netherlands | Linkage database containing Dutch DMD registry, National Medical Registration file, Death Registry, Medical Genetics database | All males with DMD both born and diagnosed in the period 1961–1982 in the Netherlands | 1961–1982 | Retrospective population-based cohort study | A score was given considering the clinical status, serum CK levels, electromyograms, muscle biopsy findings, electrocardiograms, and familial occurrence compatible with X-linked recessive inheritance, together with the CK levels in the mother and/or sister when available. | Period birth prevalence | 23.7 [20.7–26.7] per 100,000 live male births |
| Merlini, 1992 [ | Bologna (Italy) | Clinical records review | Children born between 1970 and 1989 in Bologna (Italy) | 1970–1982 | Retrospective epidemiological survey | – | Period birth prevalence | 25.8 [16.7–39.8] per 100,000 live male births |
| Bradley, 1993 [ | Wales | Blood samples obtained through screening program for phenylketonuria and congenital hypothyroidism in all maternity units throughout Wales | – | 1990–1992 | Cross-sectional study | High CK levels in newborn blood spot, genetic testing, molecular genetic mutation analysis, muscle biopsy and dystrophin analysis. | Period birth prevalence | 26.3 [13.8–49.9] per 100,000 live male births |
| Peterlin, 1997 [ | Slovenia | Registries and medical records review | DMD cases diagnosed in the period 1969–1984 | 1969–1984 | Retrospective population-based cohort study | DMD diagnosis based on the clinical picture, serum enzymes, electromyography and muscle biopsy | Period birth prevalence | 13.8 [9.6–19.8] per 100,000 live male births |
| Drousiotou, 1998 [ | Cyprus | 5170 blood samples obtained through the national screening center for phenylketonuria and congenital hypothyroidism | 30,014 newborn males screened for DMD | 1992–1997 | Cross-sectional study | High CK levels in newborn blood spot | Period birth prevalence | 16.7 [7.1–39.0] per 100,000 live male births |
| Jeppesen, 2003 [ | Aarhus (Denmark) | Medical records of all DMD patients in the Institute of Neuromuscular Diseases, Respiratory Centre East at the State University Hospital and Respiratory Centre West at Aarhus University Hospital | Danish live born males from 1972 to 2001 | 1992–1996 | Retrospective population-based cohort study | Until 1993, ICD-8 code 330.39 (dystrophia musculorum progressiva) or subcode 330.38 (dystrophia musculorum progressiva, typus Duchenne); from 1994 onward, ICD-10 code G71.0 (dystrophia musculorum) or subcode G71.0H (dystrophia musculorum gravis, Duchenne) | Period birth prevalence | 18.8 [12.4–25.2] per 100,000 live male births |
| Talkop, 2003 [ | Estonia | Hospital/clinic chart review, mailed survey, administrative database, patient registry | All patients with DMD born and diagnosed in the period 1977–1999 in Estonia | 1986–1990 | Observational cohort study using retrospectively collected data | Not specified | Period birth prevalence | 17.7 [8.8–31.6] per 100,000 live male births |
| Eyskens, 2006 [ | Antwerp (Belgium) | Prospectively collected patient data | 281,214 newborn males screened for dystrophinopathy | 1979–2003 | Cross-sectional study | High CK levels in newborn blood spot | Period birth prevalence | 18.2 [7.1–39.0] per 100,000 live male births |
| Dooley, 2010 [ | Nova Scotia (Canada) | Records of DMD diagnosis from the Pediatric Neurology Division (Dalhousie University) and the IWK Health Centre | All patients with DMD in Nova Scotia | 1969–2003 | Retrospective population-based cohort study | Muscle biopsy or genetic testing | Period birth prevalence | 21.3 [13.8–23.8] per 100,000 live male births |
| Mendell, 2012 [ | Ohio (USA) | Prospectively collected patient data | 37,649 newborn male subjects screened for DMD | 2007–2011 | Cross-sectional study | High CK levels in newborn blood spot and genetic testing (MLPA) | Period birth prevalence | 15.9 [7.3–34.8] per 100,000 live male births |
| Moat, 2013 [ | Wales | Blood spots collected routinely as part of the Wales newborn screening program | 343,170 newborn blood spots screened for DMD | 1990–2011 | Cross-sectional study | High CK levels in newborn blood spot | Period birth prevalence | 19.5 [15.4–24.5] per 100,000 live male births |
| König, 2019 [ | Germany | Neuromuscular centers, genetic institutes and the German patient registries | Patients with either dystrophinopathies or SMA born between 1995 and 2018. | 1995–2018 | Retrospective epidemiological study | – | Point birth prevalence | 1.5 [0.7–3.3] per 100,000 live male births |
Abbreviations: CK Creatinine kinase, DBMD Duchenne/Becker muscular dystrophy, DMD Duchenne muscular dystrophy, ICD-8 International Statistical Classification of Diseases and Related Health Problems, 8th edition, ICD-9 International Statistical Classification of Diseases and Related Health Problems, 9th edition, ICD-10 International Statistical Classification of Diseases and Related Health Problems, 9th edition, MPLA Multiplex ligation-dependent probe amplification
a95% confidence intervals could not be calculated as the crude numbers required to calculate the epidemiological estimate were not provided in the papers
Fig. 2Geographical distribution of the Duchenne muscular dystrophy epidemiological studies included in the systematic review
Fig. 3Quality of Duchenne muscular dystrophy epidemiological studies reporting assessment
Fig. 4Forest plot of the estimated Duchenne Muscular Dystrophy prevalence per 100,000 cases along with 95% confidence interval in studies which included (in the total population), among male individuals only and the ones which included male and female individuals, separately
Fig. 5Forest plot of the estimated Duchenne Muscular Dystrophy birth prevalence per 100,000 cases, along with 95% confidence interval
Fig. 6Funnel plots for the estimated Duchenne Muscular Dystrophy (DMD) prevalence in males (panel a) and DMD birth prevalence (panel b) along with Begg and Mazumdar’s rank correlation test for asymmetry
Results of meta-regression analysis Duchenne Muscular Dystrophy (DMD) prevalence and birth prevalence
| Outcome | Subgroup | Study-level covariate(s) included into the meta-regression | Heterogeneity assessment | |||||
|---|---|---|---|---|---|---|---|---|
| Covariate(s) selected | Cochran’s Q (df) | I | Between-study variance | |||||
| DMD prevalence | Males only (15 studies) | None (random-effects MA) | – | 856.4531 (df = 14) | < 0.0001 | 98.46% | 0.4741 | – |
| Continenta | 0.2027 | 450.7452 (df = 12) | < 0.0001 | 97.90% | 0.3857 | 18.65% | ||
| Study year (begin) + Study duration | 0.4195 | 632.8951 (df = 12) | < 0.0001 | 97.89% | 0.4227 | 10.84% | ||
| Study designc | 0.6429 | 572.9228 (df = 12) | < 0.0001 | 98.40% | 0.4452 | 6.10% | ||
| DMD birth prevalence | All (27 studies) | None (random-effects MA) | – | 82.0309 (df = 26) | < 0.0001 | 89.79% | 0.1646 | – |
| Continentb | 0.9308 | 74.7046 (df = 23) | < 0.0001 | 88.90% | 0.1619 | 1.64% | ||
| Study year (begin) + Study duration | 0.0012 | 60.8329 (df = 23) | < 0.0001 | 83.13% | 0.0905 | 45.02% | ||
| Study designd | 0.3189 | 78.8714 (df = 24) | < 0.0001 | 87.51% | 0.1483 | 9.90% | ||
MA Meta-analysis, I Measure of inconsistency, df Degrees of freedom referred to the Cochran’s Q test
*P-values from omnibus Wald-type test of parameters (i.e. study-level covariates included into the model)
aContinents were regrouped as follows: America North (US and Canada) (4 studies), Europe North/Centre/East (8 studies), Others (Asia East and Africa South) (3 studies)
bContinents were regrouped as follows: America North (US and Canada) (4 studies), Asia East and Australia/New-Zealand (4 studies), Europe Centre/East/South (13 studies), Europe North (6 studies)
cStudy designs were regrouped as follows: Observational cohort (3 studies), Retrospective cohort/chart-review/cross-sectional (9 studies), epidemiological survey (3 studies)
dStudy designs were regrouped as follows: Cross-sectional (10 studies), Prospective cohort and survey (8 studies), Retrospective cohort/chart-review (9 studies)
eTotal and residual between-study variance: the overall heterogeneity corresponds to the total between-study variance estimated from random-effects MA whereas the residual heterogeneity corresponds to between study-variance explained by the study-level covariates included into meta-regression model
fR2 is the proportion of the overall heterogeneity (i.e. the total between-study variance) which is “explained” (i.e. reduced) by the effect of the included study-level covariate