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. 2025 Sep 14;8(9):e71238. doi: 10.1002/hsr2.71238

Global Profile of Drug Resistance Related to Helicobacter pylori Infection in Children: A Systematic Review and Meta‐Analysis

Shaho Menbari 1, Sara Kamal Shahsavar 2,3, Masoud Keikha 4,5,, Mohsen Karbalaei 6,7,
PMCID: PMC12434076  PMID: 40959185

ABSTRACT

Background and Aims

The increasing prevalence of antibiotic‐resistant Helicobacter pylori (H. pylori) strains represents a critical ‎impediment to successful eradication therapy in both pediatric and adult populations. This ‎meta‐analysis aimed to determine the current global landscape of primary antibiotic resistance ‎in bacterial isolates obtained from children.

Methods

A systematic literature search was conducted across ISI Web of Science, PubMed, Scopus, ‎and Google Scholar, encompassing the period from the inception of each database up to ‎December 2021. Eligible studies reporting primary antibiotic resistance in H. pylori isolates ‎from children worldwide were included. Resistance rates were expressed as percentages with ‎corresponding 95% confidence intervals. Statistical analysis was performed using ‎Comprehensive Meta‐Analysis 2.2.

Results

One hundred eleven teens were included in this meta‐analysis, and 36,021 isolates of this bacterium were evaluated. The resistance rate was reported 25.6%, 30.9%, 2.5%, 2.0%, 12.1%, 6.9%, 1.9%, 0.5%, and 9.1%, for clarithromycin, metronidazole, amoxicillin, tetracycline, levofloxacin, ciprofloxacin, furazolidone, nitrofurantoin, and rifampin respectively. Furthermore, the pooled prevalence of primary multidrug resistant isolates was 4.5%.

Conclusion

This meta‐analysis reveals a significant global burden of primary resistance to clarithromycin ‎and metronidazole in pediatric H. pylori isolates, with evidence of increasing resistance over ‎time. Conversely, resistance rates to amoxicillin, tetracycline, levofloxacin, ciprofloxacin, ‎furazolidone, nitrofurantoin, and rifampin remained low. Consequently, therapeutic regimens ‎incorporating clarithromycin and metronidazole should be carefully considered and ‎potentially avoided in regions exhibiting resistance rates exceeding 20%.

Keywords: antimicrobial resistance, children, Helicobacter pylori, treatment


Abbreviations

ADM

agar dilution method

AST

antimicrobial susceptibility testing

CI

confidence intervals

CLSI

clinical and Laboratory Standards Institute

DDT

disk diffusion test

ESPGHAN

European Society for Pediatric Gastroenterology Hepatology and Nutrition

FISH

fluorescence in situ hybridization

H. pylori

Helicobacter pylori

MDR

multidrug resistant

NASPGHAN

North American Society for Pediatric Gastroenterology, Hepatology and Nutrition

PCR

polymerase chain reaction

PPIs

proton pump inhibitors

PRISMA

preferred reporting items for systematic reviews and meta‐analyzes

1. Background

Helicobacter pylori (H. pylori) is a Gram‐negative, spiral bacterium characterized by urease ‎activity and lophotrichous flagella, enabling motility under microaerophilic conditions within ‎the human gastric environment [1]. This pathogen establishes persistent colonization in the ‎gastric mucosa of over two billion individuals globally, with acquisition typically occurring in ‎childhood. In developing nations, such chronic infections frequently progress to severe ‎gastroduodenal sequelae, including peptic ulcer disease and gastric adenocarcinoma [2, 3]. ‎Notably, contemporary epidemiological investigations of H. pylori seroprevalence indicate a ‎declining trend in infection rates across both developing and developed countries [4]. For ‎instance, a study in Japan (1991–2017) demonstrated a decrease in H. pylori infection rates in ‎children from approximately 10% for those born in 1985% to 3% for those born in early 2011 ‎‎ [5]. Similar significant reductions in H. pylori prevalence have been observed over time in ‎European populations, mirroring the trends in Asia [6, 7]. ‎

Compared to adults, severe gastroduodenal manifestations are less common in children, and ‎emerging evidence even suggests a potential immunological benefit associated with H. pylori ‎infection during childhood [8]. While H. pylori infection in children induces microscopic ‎gastric inflammation, the majority of infected children remain asymptomatic and do not ‎typically experience functional gastrointestinal disorders such as recurrent abdominal ‎complications [9]. Consequently, the decision to pursue H. pylori eradication in children ‎necessitates a careful assessment of the individual benefit for each child [10]. Regrettably, the ‎escalating issue of H. pylori antibiotic resistance has diminished eradication efficacy and is ‎now a primary determinant of treatment failure [11]. Given the critical role of clarithromycin ‎in treatment outcomes, the World Health Organization (WHO) has recently issued warnings ‎regarding increasing H. pylori resistance to this antibiotic [12, 13]. Furthermore, therapeutic ‎options for pediatric patients are more restricted, and the absence of an effective vaccine ‎against H. pylori infection exacerbates this challenge [4, 14]. ‎

Current guidelines from the European Society for Pediatric Gastroenterology Hepatology and ‎Nutrition (ESPGHAN) and the North American Society for Pediatric Gastroenterology, ‎Hepatology and Nutrition (NASPGHAN) recommend several considerations for managing H. ‎pylori infection in children: (1) antibiotic selection should be guided by susceptibility testing; ‎‎(2) a 14‐day treatment duration with strict adherence is advised; (3) clarithromycin use should ‎be limited to susceptible strains; and (4) treatment success should be confirmed 4 to 8 weeks ‎post‐therapy [10]. The updated ESPGHAN/ASPGHAN guidelines designate a 14‐day ‎bismuth‐based regimen as the first‐line treatment in the absence of antimicrobial susceptibility ‎testing (AST) results; however, standard triple therapy is the preferred initial approach if ‎bismuth is unavailable [10, 15]. ‎ In some parts of the world, gastroenterologists also treat H. pylori infection according to the European and American guidelines, which mighty lead to treatment failure in some areas due to differences in the characteristics of H. pylori strains in different parts of the world; in South Korea, endoscopy is recommended to determine AST in cases of treatment failure [16]. According to AST, two antibiotics plus maximum tolerable dosage of proton pump inhibitors (PPIs) and bismuth salt are administrated for 14 days [17].

Adjunctive probiotic administration alongside antibiotics has demonstrated potential for ‎improving H. pylori eradication rates [18, 19]. A meta‐analysis by Fang et al. indicated that ‎probiotic supplementation can reduce H. pylori‐associated diarrhea by up to 13% [20]. ‎However, the increasing prevalence of antibiotic resistance in recent years poses a significant ‎obstacle to successful H. pylori eradication. This burden is particularly concerning in Asian ‎countries, where the eradication rate of standard clarithromycin‐based triple therapy falls ‎below 80%. Therefore, continuous monitoring of H. pylori antibiotic resistance prevalence ‎and temporal trends is crucial for establishing optimal therapeutic strategies in children [11]. ‎While numerous studies have investigated H. pylori antibiotic resistance, many have focused ‎primarily on adolescent populations. To the authors' knowledge, a comprehensive systematic ‎review examining the trend of H. pylori antibiotic resistance specifically in children remains ‎lacking. The present study aimed to evaluate the prevalence of primary H. pylori antibiotic ‎resistance in children and to assess its temporal trends over the past three decades.

2. Methods

2.1. Search Strategy and Evaluation Criteria

This systematic review and meta‐analysis were conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta‐Analyzes (PRISMA) 2020 guidelines. Because this study is a systematic review and meta‐analysis of previously published studies, it does not involve the collection or use of individual patient data. Accordingly, institutional review board approval and informed consent were not required. The aim was to investigate the global profile of antibiotic resistance associated with Helicobacter pylori infection in children. A comprehensive literature search was conducted to identify relevant studies published up to December 2021 in the following databases: PubMed, Scopus, ISI Web of Science, and Google Scholar, without any restrictions on language or publication year. The search strategy combined Medical Subject Headings (MeSH) and free‐text terms using appropriate Boolean operators.

The literature search strategy was customized for each database using a combination of MeSH terms and free‐text keywords related to H. pylori, antibiotic resistance, and pediatric populations; the specific search syntaxes for PubMed, Scopus, Web of Science, and Google Scholar are detailed in Table 1.

Table 1.

Search strategies based on the syntax and indexing systems of each database.

Database Search syntax Retrieved articles
PubMed (“Helicobacter pylori”[MeSH] OR “H. pylori”[tiab] OR “Helicobacter pylori”[tiab]) AND (“Drug Resistance, Bacterial”[MeSH] OR “antibiotic resistance”[tiab] OR “antimicrobial resistance”[tiab]) AND (“Child”[MeSH] OR “Pediatrics”[MeSH] OR “children”[tiab] OR “pediatric”[tiab]) 573
Scopus TITLE‐ABS‐KEY(“Helicobacter pylori” OR “H. pylori”) AND TITLE‐ABS‐KEY(“antibiotic resistance” OR “antimicrobial resistance”) AND TITLE‐ABS‐KEY(“children” OR “pediatric” OR “child”) 281
Web of science TS = (“Helicobacter pylori” OR “H. pylori”) AND TS = (“antibiotic resistance” OR “antimicrobial resistance”) AND TS = (“children” OR “child” OR “pediatric”) 128
Google scholar Helicobacter pylori” AND “antibiotic resistance” AND (children OR pediatric OR child) 804

To ensure completeness, reference lists of included studies were also manually screened. Although no language restrictions were applied during the search process, the inclusion of non‐English articles was managed as follows: studies published in languages other than English were initially screened by title and abstract using automated translation tools (e.g., Google Translate). If potentially eligible, the full texts were translated either through professional translation services or with the assistance of bilingual researchers familiar with medical terminology. This ensured that all relevant studies, regardless of language, were considered for inclusion. Inclusion criteria included: (1) Original articles reporting primary data on H. pylori antibiotic resistance patterns; (2) Studies conducted in pediatric populations; (3) Isolation of H. pylori from human clinical samples; (4) Use of CLSI‐based methods for antimicrobial susceptibility testing; (5) Cross‐sectional descriptive design. Also, repeated articles, in vitro or in vivo studies, Reviews, case reports, letters, editorials, conference abstracts, Studies involving nonhuman samples or duplicated patient populations, Articles with unclear methodology or insufficient data for extraction were considered as exclusion criteria. To evaluate publication bias, we applied both visual (i.e., Funnel plot) and statistical methods (i.e., Egger's regression and Begg's test). Two independent reviewers screened all titles, abstracts, and full texts. Discrepancies were resolved through discussion and consensus.

2.2. Quality Assessment and Data Extraction

The methodological quality of the included studies was evaluated using the Joanna Briggs Institute (JBI) checklist [21]. This checklist assesses various aspects, including population representativeness, research objectives clarity, sample collection methodology, appropriateness of statistical analysis, and the specific methods employed. Studies achieving a quality score of at least seven were included in the final analysis. To extract the necessary data, the full texts of eligible studies were meticulously reviewed. The extracted information comprised the first author, publication year, study location, number of participants, type of antibiogram method utilized, number of H. pylori isolates analyzed, the frequency of resistance to specific antibiotics (clarithromycin, metronidazole, amoxicillin, tetracycline, levofloxacin, ciprofloxacin, nitrofurantoin, furazolidone, rifampin), and the prevalence of multidrug‐resistant (MDR) H. pylori in children presenting with upper gastrointestinal symptoms. These data were systematically compiled in Table 2 [22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138]. Data extraction was performed independently by two authors, and any disagreements were adjudicated by a third author.

Table 2.

Antimicrobial resistance profiles of H. pylori in children.

First author Year Area Patients (n) Method HP Strains CLA MTZ AMO TET LVX CIP NIT FUR RIF MDR Reference
Loo 1992 Canada 18 ADM 18 NA 0 0 NA NA 0 NA NA NA NA [22]
Rozynek 1997 Poland 130 E‐test 130 16.9 51.5 0 0 NA 0.8 NA NA NA NA [23]
Mentis 1999 Greece 36 ADM 36 5.5 28.0 0 0 0 NA NA NA NA NA [24]
Cabrita 2000 Portugal 58 E‐test 58 44.8 19.0 0 0 NA 0 NA NA NA NA [25]
Tolia 2000 USA 31 E‐test 22 50.0 45.4 4.4 0 NA NA NA NA NA NA [26]
Kalach 2001 France 150 E‐test 150 21.0 43.0 0 NA NA NA NA NA NA NA [27]
Glupczynski 2001 Europe 1274 E‐test 1274 9.9 33.1 0.8 NA NA NA NA NA NA NA [28]
Kalach 2001 France 61 E‐test 61 18.0 NA NA NA NA NA NA NA NA NA [29]
Torres 2001 Mexico 51 E‐test 51 21.6 78.4 15.7 NA NA NA NA NA NA NA [30]
Fangrat 2001 Poland 98 E‐test 98 23.5 NA NA NA NA NA NA NA NA NA [31]
Yang 2001 Taipei 245 E‐test 67 18.0 9.0 NA NA NA NA NA NA NA NA [32]
Kalach 2001 France 150 E‐test 150 21.0 43.0 0 NA NA NA NA NA NA NA [33]
López‐Brea 2001 Spain 246 ADM 246 21.13 23.01 0 NA NA NA NA NA NA NA [34]
Schmidt 2002 Germany 149 FISH 75 21.9 NA NA NA NA NA NA NA NA NA [35]
Taneike 2002 Japan 14 DDT 14 42.9 0 0 0 NA NA NA NA NA NA [36]
Boyanova 2002 Bulgaria 115 ADM 114 12.4 15.8 0 3.1 NA 6.0 NA NA NA 1.2 [37]
Rozynek 2002 Poland 259 E‐test 259 19.3 37 0 0.4 NA NA NA NA NA NA [38]
Kato 2002 Japan 48 E‐test 48 29.0 24.0 0 NA NA NA NA NA NA NA [39]
Crone 2003 Austria 117 E‐test 98 20.4 16.0 0 NA NA NA NA NA NA NA [40]
Alarcon 2003 Argentina 96 ADM 96 29.1 23.9 0 NA NA NA NA NA NA NA [41]
Romaniszyn 2003 Poland 45 E‐test 45 16.0 18.0 0 0 NA NA NA NA NA NA [42]
Rerksuppapho 2003 Australia 23 E‐test 23 8.7 43.5 0 0 NA NA NA NA NA NA [43]
Boyanova 2004 Bulgaria 186 ADM 186 11.9 14.5 0 3.3 NA NA NA NA NA NA [44]
Fujimura 2004 Japan 55 E‐test 55 21.8 9.1 0 NA 5.5 NA NA NA NA NA [45]
Sherif 2004 Egypt 48 E‐test 48 4.0 0 2.0 NA NA 2.0 NA NA NA NA [46]
Maciorkowska 2004 Poland 50 E‐test 50 25.0 NA NA NA NA NA NA NA NA NA [47]
Goscinlak 2004 Poland 409 E‐test 409 8.6 35.2 NA NA NA NA NA NA NA NA [48]
Chen 2004 China 108 E‐test 108 55.5 NA NA NA NA NA NA NA NA NA [49]
Chen 2004 China 115 E‐test 44 18.2 31.8 9.1 NA NA NA NA NA NA NA [50]
Falsafi 2004 Iran 70 ADM 70 75.0 79.0 58.0 NA 65.0 NA NA NA NA NA [51]
Fangrat 2005 Poland 179 E‐test 179 28.0 40.0 0 0 NA NA NA NA NA NA [52]
Booka 2005 Japan 23 PCR 16 31.0 NA NA NA NA NA NA NA NA NA [53]
Lopes 2005 Portugal 109 E‐test 109 39.4 16.5 0 0 NA 4.5 NA NA NA NA [54]
Mard 2005 France 60 E‐test 60 5.0 15.0 0 NA NA NA NA NA NA NA [55]
Faber 2005 Israel 105 E‐test 105 15.2 31.4 NA NA NA NA NA NA NA NA [56]
Raymond 2005 France 14 E‐test 14 57.1 28.5 NA NA NA NA NA NA NA NA [57]
Elitsur 2006 USA 16 FISH 16 12.5 NA NA NA NA NA NA NA NA NA [58]
Koletzko 2006 Europe 1233 E‐test 1233 20.0 23.0 0.6 NA NA NA NA NA NA NA [59]
Boyanova 2006 Bulgaria 28 ADM 28 12.5 15.0 1.5 3.4 NA NA NA NA NA NA [60]
Arenz 2006 Germany 58 E‐test 58 9.0 16.0 NA NA NA NA NA NA NA NA [61]
Siavashi 2006 Iran 51 DDT 51 5.9 37.0 5.9 2.0 NA NA NA 0 NA NA [62]
Lottspeich 2007 Germany 100 PCR 46 63.0 NA NA NA NA NA NA NA NA NA [63]
Rafeey 2007 Iran 100 E‐test 100 16.0 95.0 59.0 5.0 NA 7.0 NA 9.0 NA NA [64]
Fallahi 2007 Iran 24 DDT 24 4.16 54.16 8.33 0 NA NA NA 0 NA NA [65]
Kalach 2007 France 377 E‐test 377 22.8 36.7 0 NA NA NA NA NA NA NA [66]
Hu 2007 China 127 E‐test 127 NA 44.8 NA NA NA NA NA NA NA NA [67]
Raymond 2007 French 217 E‐test 217 23.0 NA NA NA NA NA NA NA NA NA [68]
Boyanova 2008 Bulgaria 75 E‐test 75 18.7 16.0 0 2.7 NA 6.8 0 NA NA 0 [69]
Caristo 2008 Italy 68 FISH 68 37.0 NA NA NA NA NA NA NA NA NA [70]
Tanuma 2009 Thailand 284 PCR 120 29.2 NA NA NA NA NA NA NA NA NA [71]
Boyanova 2009 Bulgaria 105 E‐test 105 19.0 16.2 0 1.9 NA 5.8 NA NA NA 1.0 [72]
Agudo 2009 Spain 101 E‐test 101 49.2 32.8 0 0 NA 1.8 NA NA 0 NA [73]
Francavilla 2010 Italy 116 PCR 116 3.4 NA NA NA NA NA NA NA NA NA [74]
Zevit 2010 Israel 174 E‐test 53 25.0 19.0 NA NA NA NA NA NA NA NA [75]
Kato 2010 Japan 61 E‐test 61 36.1 14.8 0 NA NA NA NA NA NA NA [76]
Garcia 2010 Brazil 217 E‐test 45 27.0 13.0 4.0 0 NA NA NA NA NA NA [77]
Vecsei 2010 Austria 897 E‐test 153 34.0 22.9 0 0.9 NA NA NA NA 0.9 NA [78]
Vecsei 2010 Austria 143 E‐test 80 45.1 NA NA NA NA NA NA NA NA NA [79]
Mansour 2010 Tunisia 48 E‐test 48 18.8 25.0 0 NA NA NA NA NA NA NA [80]
Miendje 2011 Belgium 1527 DDT 1527 7.3 17.4 0 NA NA 0.4 NA NA NA 0.3 [81]
Oleastro 2011 Portugal 1115 E‐test 1115 34.7 13.9 0 0 NA 4.6 NA NA NA 6.9 [82]
Kim 2011 Korea 33 E‐test 28 25.0 17.8 0 NA NA NA NA NA NA NA [83]
Vecsei 2011 Austria 96 PCR 55 16.7 24.4 NA NA NA NA NA NA NA NA [84]
Scaletsky 2011 Brazil 217 E‐test 45 26.7 NA NA NA NA NA NA NA NA NA [85]
Liu 2011 China 120 E‐test 73 84.9 61.6 0 0 13.7 NA NA NA 6.8 15.1 [86]
Nguyen 2012 Vietnam 240 E‐test 222 50.9 65.3 0.5 NA NA NA NA NA NA NA [87]
Hojsak 2012 Croatia 3008 E‐test 382 11.9 10.1 0.6 NA NA NA NA NA NA NA [88]
Milani 2012 Iran 395 DDT 112 9.5 81.1 23.8 4.8 NA 28.6 NA NA NA NA [89]
Megraud 2012 Europe 311 E‐test 311 31.8 25.7 0.3 0 NA NA NA NA NA NA [90]
Su 2013 China 17731 ADM 17731 21.5 95.4 0.1 NA 20.6 NA NA NA NA 7.5 [91]
Ogata 2013 Austria 77 E‐test 77 19.5 40.0 10.4 0 NA NA NA 0 NA NA [92]
Seo 2013 Korea 58 ADM 33 18.2 27.3 24.2 15.2 NA NA NA NA NA 5.4 [93]
Goscinlak 2014 Poland 105 E‐test 105 33.3 44.8 NA NA NA NA NA NA NA 1.9 [94]
Montes 2014 Spain 143 E‐test 74 34.7 16.7 NA NA NA NA NA NA NA NA [95]
Gou 2014 China 73 E‐test 73 80.8 58.9 0 0 12.3 NA NA NA 6.8 1.4 [96]
Iwanczak 2014 Poland 9000 E‐test 222 20.2 27.4 0 0 NA NA NA NA NA NA [97]
Ogata 2014 Brazil 77 ADM 77 36.3 38.9 68.8 0 NA NA NA 0 NA NA [98]
Peretz 2014 Israel 41 E‐test 41 24.3 24.3 12.2 2.4 NA NA NA NA NA NA [99]
Karabiber 2014 Turkey 98 DDT 98 23.5 11.7 3.9 NA NA NA NA NA NA NA [100]
Baars 2015 Netherlands 72 E‐test 72 7.2 10.4 NA NA NA NA NA NA NA NA [101]
Boyanova 2015 Bulgaria 40 E‐test 40 30.0 20.0 7.5 0.0 12.5 NA NA NA 4.3 0 [102]
Maleknejad 2015 Iran 169 DDT 21 13.8 8.26 12.3 10.1 NA NA NA 9.6 NA NA [103]
Manfredi 2015 Italy 66 E‐test 66 16.0 56.0 3.0 2.0 NA NA NA NA NA NA [104]
Macin 2015 Turkey 93 E‐test 93 30.1 48.4 0 0 NA NA NA NA NA NA [105]
Appak 2016 Turkey 200 PCR 200 9.5 NA NA NA NA NA NA NA NA NA [106]
Regnath 2016 Germany 582 E‐test 582 23.2 28.7 0.8 NA NA NA NA NA 13.3 2.3 [107]
Correa 2016 Spain 136 PCR 111 47.7 NA NA NA NA NA NA NA NA NA [108]
Lasso 2016 Colombia 133 PCR 133 8.0 NA NA NA NA NA NA NA NA NA [109]
Schwarzer 2016 Sweden 209 E‐test 209 14.4 15.3 NA NA NA NA NA NA NA NA [110]
Butenko 2017 Slovenia 107 E‐test 107 23.4 20.2 1.0 0 2.8 NA NA NA NA 2.9 [111]
Pastukh 2017 Israel 89 E‐test 89 38.0 8.0 12.0 8.0 2.0 NA NA NA 30 NA [112]
Li 2017 China 5610 ADM 1746 16.38 75.20 0.06 NA 6.70 NA NA 0.06 NA 2.17 [113]
Dargiene 2017 Lithuania 55 E‐test 55 21.8 25.0 0 NA NA 0 NA NA 8.3 NA [114]
Kori 2017 Israel 95 E‐test 95 9.5 32.6 0 0 0 NA NA NA NA NA [115]
Mahmoudi 2017 Iran 32 DDT 32 22.0 62.5 53.0 25.0 NA 37.5 NA 62.5 NA NA [116]
Serrano 2017 Chile 118 PCR 53 21.0 2.0 NA NA NA NA NA NA NA NA [117]
Luis 2018 Peru 285 PCR 49 79.6 NA NA NA NA NA NA NA NA NA [118]
Silva 2018 Portugal 74 E‐test 74 23.3 3.3 0 NA 0 NA NA NA NA NA [119]
Shu 2018 China 1390 ADM 545 20.6 68.8 0 NA 9.0 NA NA 0 NA 2.9 [120]
Famouri 2018 Iran 102 E‐test 48 35.40 85.40 56.30 10.4 25.0 35.4 NA NA NA NA [121]
Mabe 2018 Japan 137 E‐test 21 29.0 NA NA NA NA NA NA NA NA NA [122]
Jansson 2019 Sweden 1887 PCR 222 20.7 NA NA NA NA NA NA NA NA NA [123]
Lu 2019 Taiwan 70 E‐test 70 22.9 21.4 2.9 0 8.3 NA NA NA NA NA [124]
Guven 2019 Turkey 93 PCR 87 27.0 NA NA NA 15.0 NA NA NA NA NA [125]
Moubri 2019 Algeria 112 E‐test 47 13.0 37.0 0 NA NA NA NA NA NA NA [126]
Krzyzek 2020 Poland 126 E‐test 22 30.6 46.9 0 4.5 9.1 NA NA NA NA NA [127]
Biernat 2020 Poland 108 E‐test 91 31.0 35.0 NA NA NA NA NA NA NA NA [128]
Zhang 2020 China 79 ADM 79 36.7 68.4 NA NA 15.2 NA NA NA NA NA [129]
Botija 2021 Spain 80 E‐test 80 44.9 16.3 2.0 0 7.9 NA NA NA 0 NA [130]
Wang 2021 China 30 PCR 30 86.7 26.7 3.3 6.7 40.0 NA NA NA NA 26.6 [131]
Miyata 2021 Japan 45 E‐test 45 71.1 NA NA NA NA NA NA NA NA NA [132]
Li 2021 China 157 E‐test 87 55.2 71.3 0 0 18.4 NA NA 0 60.9 NA [133]
Thieu 2021 Vietnam 76 ADM 76 92.1 14.5 50.0 0 31.6 NA NA NA NA 3.9 [134]
Helmbold 2022 Germany 124 E‐test 67 45.0 59.0 20.0 12.0 NA 31.0 NA NA 22.0 16.0 [135]
Huang 2022 Singapore 70 DDT 70 30.0 27.5 7.1 NA NA NA NA NA NA 2.9 [136]
Geng 2022 China 156 PCR 112 47.3 88.4 0 0 18.8 NA NA 0 NA 10.7 [137]
Boyanova 2022 Bulgaria 106 E‐test 106 34.0 25.5 7.5 NA NA 14.1 NA NA NA 6.6 [138]

2.3. Statistical Analysis

The pooled prevalence of Helicobacter pylori antibiotic resistance was calculated using the logit transformation of event rates, with corresponding 95% confidence intervals (CIs) to reflect precision. Effect sizes (proportions) and their CIs were subsequently back‐transformed to improve interpretability. Heterogeneity among studies was assessed using both Cochran's Q test and the I² statistic, with I² values of 25%, 50%, and 75% considered to represent low, moderate, and high heterogeneity, respectively, in line with Higgins et al. [139]. Due to anticipated methodological and population variability across included studies, a DerSimonian and Laird random‐effects model [140] was employed regardless of heterogeneity level, as recommended for meta‐analyzes of observational studies [141]. This model accounts for both within‐ and between‐study variance.

Subgroup analyzes were prespecified in the study protocol to examine differences in H. pylori antibiotic resistance across geographic regions and to evaluate temporal trends in pediatric resistance rates. All assumptions required for each statistical model were verified. Publication bias was assessed using funnel plot asymmetry, Egger's regression intercept test [142], and Begg's rank correlation test [143].

Statistical significance was defined as a two‐sided p‐value < 0.05, although interpretation emphasized effect sizes and CIs over p‐values, in accordance with contemporary reporting guidelines (e.g., Sterne et al. [144]). All analyzes were performed using Comprehensive Meta‐Analysis software version 2.2 (Biostat, Englewood, NJ, USA). Definitions of all statistical terms, abbreviations, and symbols are provided upon first mention to ensure clarity.

3. Results

3.1. Characteristics of Included Studies

Totally, 1786 records were identified throughout search in global databases. After evaluating title and abstract of all studies in the screening stage, 754 articles were excluded. After determining the compliance of the full‐text of relevant articles with our criteria, 117 articles were included in the current study (Figure 1). The most important reasons for omitting the articles were: (1) duplicate documents in databases; (2) review articles; (3) studies on adult population; (4) nonhuman investigations; (5) studies involving repetitive samples. Eligible studies had been conducted in Asia, Europe, North America, Latin America, Africa, and Oceania. A total of 57,143 patients were evaluated, of which 36,021 patients were H. pylori‐positive and 21,122 were H. pylori‐negative. Included studies were performed between 1992 and 2222. The H. pylori antibiotic resistance pattern had been determined using E‐test, agar dilution method (ADM), disk diffusion test (DDT), fluorescence in situ hybridization (FISH), and polymerase chain reaction (PCR).

Figure 1.

Figure 1

Flowchart of the literature search and study selection process for the systematic review. The diagram details the number of records identified through database searching, screening, eligibility assessment, and inclusion in the final analysis, following PRISMA guidelines.

3.2. Prevalence of H. pylori Primary Antibiotic Resistance

Our results suggested that the prevalence of H. pylori primary antibiotic resistance rates were 25.6% (95% CI: 22.7–28.8; I 2 : 92.04; p value: 0.01; Begg's p value: 0.01; Egger's p value: 0.01) to clarithromycin, 30.9% (95% CI: 26.9–35.3; I 2 : 93.76; p value: 0.01; Begg's p value: 0.01; Egger's p value: 0.01) to metronidazole, 2.5% (95% CI: 1.6–3.8; I 2 : 91.97; p value: 0.01; Begg's p value: 0.59; Egger's p value: 0.01) to amoxicillin, 2.0% (95% CI: 1.3–3.0; I 2 : 75.41; p value: 0.01; Begg's p value: 0.59; Egger's p value: 0.01) to tetracycline, 12.1% (95% CI: 8.2–17.6; I 2 : 90.66; p value: 0.01; Begg's p value: 0.01; Egger's p value: 0.01) to levofloxacin, 6.9% (95% CI: 3.9–11.9; I 2 : 90.17; p value: 0.01; Begg's p value: 0.03; Egger's p value: 0.01) to ciprofloxacin, 0.5% (95% CI: 0.00–0.07; I 2 : 0.00; p value: 0.99) to nitrofurantoin, 1.9% (95% CI: 0.04–8.3; I 2 : 93.24; p value: 0.01; Begg's p value: 0.39; Egger's p value: 0.03) to furazolidone, 9.1% (95% CI: 4.1–18.9; I 2 : 93.38; p value: 0.01; Begg's p value: 0.06; Egger's p value: 0.01) to rifampin, as well as prevalence of MDR‐H. pylori was 4.5% (95% CI: 2.8–7.2; I 2 : 80.77; p value: 0.01; Begg's p value: 0.01; Egger's p value: 0.01).

Obviouslly, factors such as the pattern of antibiotic consumption in populations, genetic characteristics of circulating H. pylori strains in each region, and the previous history of antibiotic consumption are very different depending on the geographical area. Hence, through a subgroup analysis, we evaluated the prevalence of primary antibiotic resistance of H. pylori in children on different continents. According to the current analysis, the prevalence of primary MDR‐H. pylori is significantly higher in the Asian population than in Europeans (6.2% [95% CI: 3.3–11.3] vs. 2.9% [95% CI: 1.4–6.0], respectively). In addition, the prevalence of resistance to different classes of antibiotics is higher in Asian populations than on other continents; following Asia, antibiotic resistance is moderate in Latin America, Africa, and then Europe, and the lowest primary antibiotic resistance is in North America and Oceania (Figure 2).

Figure 2.

Figure 2

Geographical distribution of primary antibiotic resistance in Helicobacter pylori isolates from children. The map illustrates resistance rates to commonly tested antibiotics (e.g., clarithromycin, metronidazole, amoxicillin, and tetracycline) reported in included studies across different countries. Data represent the most recent available rates from each country.

3.3. Temporal Trends in H. pylori Primary Antibiotic Resistance in Children

To better understand how resistance to H. pylori treatment has evolved in pediatric populations, we analyzed primary antibiotic resistance rates across five time periods: before 2000, 2000–2005, 2006–2011, 2012–2017, and 2018–2022. Overall, the results indicate a concerning upward trend in resistance to multiple commonly used antibiotics (Table 3).

Table 3.

Trend of H. pylori primary antibiotic resistance in children over the time.

Drug type Before 2000 2000–2005 2006–2011 2012–2017 2018–2022
Rate 95% CI Rate 95% CI Rate 95% CI Rate 95% CI Rate 95% CI
CLA 24.9 10.5–48.4 22.1 17.5–27.5 23.3 17.9–29.6 23.0 18.6–28.2 39.5 30.5–49.2
MTZ 29.3 16.5–46.5 26.8 20.5–34.3 27.7 20.9–35.6 32.1 24.2–41.2 41.8 29.3–55.4
AMO 1.2 0.3–4.2 1.2 0.4–3.3 1.4 0.4–4.7 5.1 2.6–9.9 4.4 1.7–10.9
TET 0.5 0.1–2.0 1.7 0.9–3.3 2.2 1.4–3.6 2.8 1.4–5.7 3.8 1.8–7.8
LEV 0.5 0.0–7.4 25.1 1.1–90.9 13.7 8.2–21.9 7.4 3.9–13.7 15.7 10.8–22.2
CIP 0.6 0.1–2.6 4.5 2.6–7.7 5.2 3.4–7.9 24.4 11.2–45.0 26.1 15.5–40.4
FUR NA NA NA NA 1.8 0.2–16.6 4.6 0.5–32.7 0.5 0.1–2.4
RIF NA NA NA NA 2.0 0.3–11.4 10.8 5.0–21.7 20.0 4.2–58.6
MDR NA NA 1.2 0.2‐6.8 3.5 1.0–11.3 3.3 2.0–5.4 8.2 4.2–15.5

Clarithromycin (CLA), a cornerstone of first‐line therapy, showed relatively stable resistance rates (~22%–24%) between 2000 and 2017. However, resistance increased substantially to 39.5% (95% CI: 30.5–49.2) in the 2018–2022 period, suggesting a potential decline in clarithromycin‐based regimen efficacy in recent years. Metronidazole (MTZ) resistance remained consistently high, ranging from 26.8% to 41.8% over the study period. The latest estimate (2018–2022) indicates a resistance rate of 41.8% (95% CI: 29.3–55.4), underlining ongoing global challenges in metronidazole efficacy. Amoxicillin (AMO) resistance remained low initially but showed a notable rise from 1.4% (95% CI: 0.4–4.7) in 2006–2011 to 5.1% (95% CI: 2.6–9.9) in 2012–2017, with a slight decline to 4.4% (95% CI: 1.7–10.9) in the most recent interval. While still relatively low, the upward drift warrants attention. Tetracycline (TET) demonstrated low resistance across all periods, making it a viable option in rescue therapy. Tetracycline is one of the most effective antibiotics used in therapeutic regimens against H. pylori infection; this bacterium has a relatively low level of resistance to tetracycline, so it has attracted the attention of many gastroenterologists [145]. Nevertheless, a steady increase is evident from 0.5% (95% CI: 0.1–2.0) before 2000 to 3.8% (95% CI: 1.8–7.8) in 2018–2022, representing a 7.5‐fold increase, possibly linked to unregulated use (Figure 3). Fluoroquinolones, including levofloxacin (LEV) and ciprofloxacin (CIP), exhibited marked variability. LEV resistance peaked at 25.1% (95% CI: 1.1–90.9) in 2000–2005, likely due to sparse data, and stabilized around 15.7% (95% CI: 10.8–22.2) in the last time period. CIP resistance rose sharply from 0.6% (95% CI: 0.1–2.6) before 2000 to 26.1% (95% CI: 15.5–40.4) in 2018–2022. Other antibiotics such as furazolidone (FUR) and rifampin (RIF) were assessed in more recent years. FUR resistance fluctuated, while RIF resistance rose significantly from 2.0% (95% CI: 0.3–11.4) in 2006–2011 to 20.0% (95% CI: 4.2–58.6) in 2018–2022, though these results should be interpreted with caution due to wide confidence intervals and limited data. Importantly, multi‐drug resistance (MDR) also increased, from 1.2% (95% CI: 0.2–6.8) in 2000–2005 to 8.2% (95% CI: 4.2–15.5) in 2018–2022, emphasizing the growing complexity in managing pediatric H. pylori infections.

Figure 3.

Figure 3

Temporal trend of primary tetracycline resistance in H. pylori infections among children from 2000 to 2022. The line graph shows the annual resistance rates (%) reported in eligible studies. Each data point corresponds to a study year; the trend reflects pooled estimates from multiple regions.

Finally, we evaluated the changes in the initial antibiotic resistance of H. pylori in children over the past 22 years in different geographical areas (Table 4). Although discrepancies were observed in some years due to the lack of studies, we observed an increase in the primacy H. pylori antibiotic resistance rate in both hemispheres. For example, our analysis revealed that the primary resistance rate to amoxicillin in the European population has increased regularly over the years (Figure 4). Therefore, our study revealed that the primary antibiotic resistance rate of H. pylori strains in children is increasing in different geographical areas. Increased resistance burden, especially to clarithromycin, tetracycline and amoxicillin, is a serious threat and leads to increased treatment failure in children.

Table 4.

Trend of H. pylori primary antibiotic resistance in various geographical regions over the past 22 years.

Drug type Country Before 2000 2000–2005 2006–2011 2012–2017 2018–2022
Rate 95% CI Rate 95% CI Rate 95% CI Rate 95% CI Rate 95% CI
CLA Asia NA NA 35.1 22.6–50.1 23.9 10.6–45.4 26.3 13.6–44.9 49.2 34.7–63.8
Europe 18.1 5.2–47.5 19.5 15.1–24.8 23.5 17.2–31.2 22.5 18.4–27.3 31.8 25.9–38.4
MTZ Asia NA NA 19.2 6.5–44.9 47.3 29.0–66.4 61.0 41.0–77.8 53.3 32.8–76.2
Europe 31.7 16.1–52.9 26.5 21.4–32.3 20.8 17.0–25.2 24.1 18.5–30.8 27.4 15.3–44.2
AMO Asia NA NA 3.8 0.5–25.6 4.2 0.8–19.1 13.3 5.6–28.3 6.1 1.7–19.4
Europe 0.5 0.1–2.4 0.5 0.2–1.1 0.7 0.3–1.5 3.4 1.9–6.2 3.9 1.1–13.1
TET Asia NA NA 0.5 0.0–7.4 2.2 0.7–6.1 10.4 5.0–20.4 2.5 0.8–7.4
Europe 0.5 0.1–2.4 1.9 0.9–4.0 2.1 1.1–3.8 1.3 0.5–3.3 5.2 1.5–16.4
MDR Asia NA NA 1.2 0.2–6.8 15.1 9.3–23.5 4.3 2.2–8.3 7.0 2.5–18
Europe NA NA NA NA 1.6 0.3–8.0 2.2 1.1–4.3 10.8 4.4–24.2

Figure 4.

Figure 4

Temporal trend of primary amoxicillin resistance in H. pylori infections among children in European countries from 2000 to 2022. The graph displays resistance rates (%) over time based on reported data from eligible studies. Each point represents data from individual countries or study years, illustrating changes in prevalence across the continent.

To combat and control the increase in antibiotic resistance in children, we need to review current treatment guidelines and try to introduce new therapeutic agents. Although the results of the present study were based on data analysis of 57,143 patients, we need more epidemiological studies with higher volumes around the world to accurately monitor changes in the pattern of H. pylori antibiotic resistance.

4. Discussion

The WHO designated H. pylori as a high‐priority antibiotic‐resistant bacterium in 2017, underscoring its significant threat to human health. Colonizing the stomachs of approximately 50% of the global population, this pathogen is implicated in over 95% of gastric cancer cases [146]. Consequently, widespread eradication of H. pylori infection in childhood holds the potential to mitigate the risk of severe gastrointestinal outcomes in later life [147]. However, the escalating challenge of antibiotic resistance renders the treatment of H. pylori infection in both adults and children increasingly difficult. A national survey in Japan reported a pediatric H. pylori triple therapy cure rate of approximately 71% [148], highlighting the existing challenges. Recent meta‐analyzes in children have further indicated that in regions with high resistance to clarithromycin and metronidazole, neither sequential nor triple therapy demonstrates clear superiority [149, 150, 151]. Updated guidelines from the Japanese Society for Pediatric Gastroenterology, Hepatology and Nutrition (JSPGHAN) caution against the effectiveness of a “test‐and‐treat” strategy for pediatric H. pylori eradication [152].

Based on the latest guidelines, administration of a PPI plus a high dose of two antimicrobial agents for 2 weeks can efficaciously eradicate H. pylori infection in children [15]. However, many differences in multiple drug‐resistant patterns in different parts of the world indicate that treatment protocols in Europe and North America may not be effective for other regions of the world [153]. However, several drawbacks such as lack of stewardship plan for H. pylori, excessive antibiotic usage, self‐medication, and administration of unnecessary antibiotics without the antimicrobial susceptibility testing (ATS), all intensify antibiotic resistance [11, 154]. Furthermore, problems like poor compliance, inadequate dose/duration, CYP2C19 polymorphism, ineffective penetration of antibiotic, and antibiotic destruction in acidic gastric environment also cause treatment failure [119, 126, 155]. Launching a robust network of national and global surveillance systems for tracking antibiotic prescribing and continuous monitoring of changes in antibiotic resistance patterns in different parts of the world can be useful for purposes such as designing more effective therapeutic guidelines and controlling the emergence of antibiotic resistance [156]. As far as we know, no comprehensive study has been conducted to evaluate the antibiotic resistance of H. pylori in children.

This study was the first systematic review and meta‐analysis that evaluated the resistance rate and trend of primary antibiotic resistance in children in the last 22 years; our results suggested that the rate of antibiotic resistance is worrying. The highest resistance rate was in the Asian population, while the lowest antibiotic resistance rate was found in North America and Australia. We also showed that the antibiotic resistance rate has steadily increased over the last 22 years, particularly in Asia and Europe. Our analysis revealed a gradual increase in clarithromycin resistance from 24.9% before 2000 to 39.5% in 2022. In the subgroup analysis, we found that clarithromycin resistance has been increased in both Asian countries and European pediatric population in recent years (35.1%–49.2% and 18.1%–31.8%). This significant increase might be due to the increase in macrolides consumption. In accordance with our results, in a recent study conducted by Megraud et al. on 1211 European adult patients, they found that the resistance rates to clarithromycin, levofloxacin, and metronidazole were 21.4%, 15.8%, and 38.9%, respectively [157]. In a review article by Thung et al., the global resistance to clarithromycin in countries such as Japan, Italy, China, Turkey, Sweden, and Taiwan was reported 30%, 30%, 50%, 40%, 15%, and 15%, respectively [12].

Metronidazole resistance rate has increased about twofold in the last 22 years. It seems that Asian countries play a significant role in increasing the global resistance of H. pylori to metronidazole. Subgroup analysis found that the trend of resistance to metronidazole in Asian children has increased from 19.2% between 2000 and 2005 to 53.3% in 2022, while this trend has experienced even a slight reduction among European children (31.7%–27.4%). Excessive use of metronidazole for parasite infection, pelvic inflammatory disease (PID) as well as dental infection in Asian developing countries has significantly increased antibiotic resistance rate in these geographical areas [158, 159]. In a recent meta‐analysis conducted by Kuo et al., the rate of resistance to metronidazole among H. pylori strains isolated from Asian adults was reported about 44%; they showed that metronidazole resistance in Asian low‐income countries is much higher than that in countries with highest socioeconomic status, such as Japan [160]. However, with the increase in resistance to metronidazole in Asian countries, it seems that the administration of this antibiotic for H. pylori infection is not reasonable and should be stopped.

We observed a remarkable increase in resistance to amoxicillin, tetracycline and levofloxacin between 2000 and 2022 (1.2%–4.4%, 0.5%–3.8%, as well as 0.5%–15.8%, respectively). According to subgroup analysis, trend of resistant to these classes of antibiotics steadily increased in both Asian and European population over the past 22 years ago. In addition, ciprofloxacin resistance also significantly increased from 0.6% in 2000 to 26.1% in 2022. According to recent studies on the population of Taiwan and Europeans, the use of fluoroquinolones is significantly associated with increased resistance of H. pylori isolates to these group of antibiotics [90, 161].

According to Van Boeckel et al. study, global consumption of fluoroquinolones and macrolides has increased by 64% and 19% in recent years, respectively, which in turn has increased the resistant burden to these classes of antibiotics throughout of the world [162]. Although the resistance to amoxicillin and tetracycline in our study was not very high, the increasing trend of resistance to these antimicrobial agents in the world is considered very worrying, especially in Asian and European countries. Easy access to these antibiotics and wide use for treatment of various bacterial infections justifies a trend towards increasing resistance in recent years [163, 164]. Our results indicated that resistance to rifampin, furazolidone, and nitrofurantoin was relatively low. Evaluation of trend also showed contradictory results. Low resistance to these antibiotics may be due to the fact that they are usually not recommended due to their side effects such as toxicity and carcinogenic properties [92]. However, recent studies have shown the efficacy of these antibiotics in increasing H. pylori cure rate, so that they may replace tetracycline [165].

Although treatment outcomes differ between children and adults, Savoldi et al. in their recent study showed that the rate of primary and secondary levels of H. pylori antibiotic resistance to clarithromycin, metronidazole and levofloxacin in adults was higher than 15%, which is similar to our results; they also showed that the trend of antibiotic resistance has been increased among adults in recent years [151]. In a recent meta‐analysis, Khurana et al. introduced the most effective treatment regimens for H. pylori infection in children in developed countries as follows: nitroimidazole and amoxicillin, 2–6 weeks; clarithromycin, amoxicillin and a PPI, 1–2 weeks; a macrolide, a nitroimidazole and a PPI or bismuth, amoxicillin and metronidazole, 2 weeks [166]. Although recent studies confirm the efficacy of standard first‐line triple therapy in areas with less than 15% resistance, a steady increase in resistance in recent years will increase the risk of treatment failure in children. Bismuth based quadruple therapy should be considered as an alternative first‐line treatment choice for areas with high levels of antibiotic resistance. Graham et al. showed that bismuth‐containing regimens can increase the eradication rate of H. pylori infection by 30%–40% [167]. Our study had several limitations: (1) the protocol for this systematic review and meta‐analysis was not pre‐registered; (2) there is remarkable heterogeneity between included studies (study periods, various geographical regions, ethnicity, gender and age distribution, variety of genetic characteristics of H. pylori strains, history of antibiotic consumption, and the methods that evaluated antibiotic resistance can be effective as a source of heterogeneity); (3) the presence of a significant publication bias; (4) information on antibiotic resistance was not available in many countries, especially poor developing countries. Thus, current findings should be interpreted with more caution, and we require further larger investigation with appropriate study design to confirm the validity of the present findings.

5. Conclusions

The present study was the first comprehensive review and meta‐analysis on primary H. pylori antibiotic resistance in children. Our results showed that the primary antibiotic resistance rate to clarithromycin, metronidazole, levofloxacin and ciprofloxacin was high. The frequency of primary resistance of MDR‐H. pylori was calculated at about 4.5%. We showed that the trend in H. pylori antibiotic resistance has increased in most regions in the last 22 years. The rate of increase in antibiotic resistance in Asian countries is higher in regions with low socioeconomic status than in other regions. Increased antibiotic resistance of H. pylori in children is very worrying, because not eradicating this bacterium in childhood can be associated with peptic ulceration or gastric cancer in adulthood. The pattern of antibiotic resistance largely depends on national antibiotic consumption. In addition, administration of abundant antibiotics can also increase the emergence of MDR strains. Thus, performing mechanisms such as AST before administrating of treatment regimen, tailored therapy, forming a global network for monitoring changes in antibiotic resistance in different geographical areas, all lead to effective treatment of H. pylori and control of the annual increase in antibiotic resistance in children.

Author Contributions

Shaho Menbari: writing – original draft, conceptualization. Sara Kamal Shahsavar: writing – original draft, conceptualization. Masoud Keikha: writing – original draft, conceptualization, methodology, writing – review and editing. Mohsen Karbalaei: writing – original draft, writing – review and editing, conceptualization, methodology.

Ethics Statement

This study is based entirely on published data and did not involve any individual patient data; therefore, ethical approval and informed consent were not required.

Conflicts of Interest

The authors declare no conflicts of interest.

Transparency Statement

The lead author Masoud Keikha, Mohsen Karbalaei affirms that this article is an honest, accurate, and transparent account of the study being reported; that no important aspects of the study have been omitted; and that any discrepancies from the study as planned (and, if relevant, registered) have been explained.

Acknowledgments

We appreciate from both Iranshahr University of Medical Sciences and Jiroft University of Medical Sciences.

Menbari S., Shahsavar S. K., Keikha M., and Karbalaei M., “Global Profile of Drug Resistance Related to Helicobacter pylori Infection in Children: A Systematic Review and Meta‐Analysis,” Health Science Reports 8 (2025): 1‐18. 10.1002/hsr2.71238.

Contributor Information

Masoud Keikha, Email: masoud.keykha90@gmail.com.

Mohsen Karbalaei, Email: mohsenkarbalaei691@gmail.com.

Data Availability Statement

The data that support the findings of this study are available from the corresponding author upon reasonable request.

All authors have read and approved the final version of the article (Mohsen Karbalaei) had full access to all of the data in this study and takes complete responsibility for the integrity of the data and the accuracy of the data analysis.

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The data that support the findings of this study are available from the corresponding author upon reasonable request.

All authors have read and approved the final version of the article (Mohsen Karbalaei) had full access to all of the data in this study and takes complete responsibility for the integrity of the data and the accuracy of the data analysis.


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