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Burns S, Mueller A, Smith M, Houle T, Farber MK, Hossain T, Manjourides J. Evaluating an ICD-10 Based Proxy for Date of Birth in Electronic Health Record Data. Pharmacoepidemiol Drug Saf 2025; 34:e70083. [PMID: 39778046 DOI: 10.1002/pds.70083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 12/10/2024] [Accepted: 12/13/2024] [Indexed: 01/11/2025]
Abstract
PURPOSE To comply with the Health Insurance Portability and Accountability Act of 1996 (HIPAA) Privacy Rule, many real-world data providers mask a patient's date of birth by supplying only year of birth to data users. The lack of granularity around patient age is a challenge when using RWD, especially for pediatric research studies. In this study, a proxy for patient date of birth is evaluated using electronic health record (EHR) data. METHODS This validation study leverages a retrospective cohort of EHR data from Mass General Brigham (MGB) patients born between January 1, 2018, and December 31, 2022, to assess the use of the date of a patient's first observed International Classification of Diseases 10th Revision Clinical Modification (ICD-10-CM) day-of birth code (Z37* or Z38*) as a proxy for date of birth. Alternative proxy measures such as date of first other infancy-related ICD-10-CM code and date of first clinical activity were also assessed. RESULTS Of 82 398 patients born during the five-year study period, 58 047 (70.4%) had an ICD-10-CM birth code and were included in the primary analysis. The mean difference between true date of birth and first observed birth code was 0.3 days with a standard deviation of 15.0 days. The first observed birth code occurred within 30 days of the true date of birth in 99.9% of cases. CONCLUSION Results from this study suggest that the date of the first day-of ICD-10-CM birth code can be used as a proxy for true patient date of birth in pediatric RWD studies.
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Affiliation(s)
- Sara Burns
- Department of Health Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Ariel Mueller
- Department of Anesthesiology, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Matthew Smith
- Department of Anesthesiology, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Timothy Houle
- Department of Anesthesiology, Critical Care, and Pain Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Michaela K Farber
- Department of Anesthesiology, Perioperative and Pain Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Tanzeema Hossain
- Department of Pediatric Newborn Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Justin Manjourides
- Department of Health Sciences, Bouvé College of Health Sciences, Northeastern University, Boston, Massachusetts, USA
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Omar M, Kassem E, Anis E, Abu-Jabal R, Mwassi B, Shulman L, Cohen D, Muhsen K. Factors associated with antibiotic use in children hospitalized for acute viral gastroenteritis and the relation to rotavirus vaccination. Hum Vaccin Immunother 2024; 20:2396707. [PMID: 39248509 PMCID: PMC11385160 DOI: 10.1080/21645515.2024.2396707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 07/29/2024] [Accepted: 08/22/2024] [Indexed: 09/10/2024] Open
Abstract
Evidence on unnecessary antibiotic use in children with acute viral gastroenteritis (AGE) is scarce. We characterized the extent and correlates of antibiotic use among children hospitalized with viral AGE. A single-center study enrolled children aged 0-59 months hospitalized for AGE between 2008 and 2015 in Israel. Information was collected on laboratory tests, diagnoses, antibiotic treatment, and rotavirus vaccination. Stool samples were tested for rotavirus antigen, GII-norovirus, and stool cultures were performed for bacterial enteropathogens. Data from 2240 children were analyzed. Rotavirus vaccine was given to 79% of eligible children. Rotavirus test was performed on 1419 (63.3%) children. Before the introduction of universal rotavirus vaccination (2008-2010), rotavirus positivity in stool samples was 37.0%, which declined to 17.3% during the universal vaccination years (2011-2015). Overall, 1395 participants had viral AGE. Of those, 253 (18.1% [95% CI 16.1-20.2]) had unnecessary antibiotic treatment, mostly penicillin 46.6%, ceftriaxone 34.0% and azithromycin 21.7%. A multivariable analysis showed an inverse association between rotavirus vaccination and unnecessary antibiotic treatment (odds ratio = 0.53 [95% CI 0.31-0.91]), while positive associations were found with performing chest-X-ray test (3.00 [1.73-5.23]), blood (3.29 [95% CI 1.85-5.86]) and urine cultures (7.12 [3.77-13.43]), levels of C-reactive protein (1.02 [1.01-1.02]) and leukocytes (1.05 [1.01-1.09]). The results were consistent in an analysis of children with laboratory-confirmed rotavirus or norovirus AGE, or after excluding children with CRP > 50 mg/L. In conclusion, antibiotic prescription was common among hospitalized children with viral AGE, which was inversely related to rotavirus vaccination, possibly due to less severe illness in the vaccinated children.
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Affiliation(s)
- Muna Omar
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Eias Kassem
- Department of Pediatrics, Hillel Yaffe Medical Center, Hadera, Israel
| | - Emilia Anis
- Division of Epidemiology, Ministry of Health, Jerusalem, Israel
| | - Roula Abu-Jabal
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Basher Mwassi
- Department of Pediatrics, Hillel Yaffe Medical Center, Hadera, Israel
| | - Lester Shulman
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
- Central Virology Laboratory, Ministry of Health, Ramat Gan, Israel
| | - Dani Cohen
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
| | - Khitam Muhsen
- Department of Epidemiology and Preventive Medicine, School of Public Health, Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel
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Simhachalam Kutikuppala LV, Cozma MA, Maddineni G, Chorya HP, Tummala N, Godugu S, Chintala JS, Găman MA. Exploring the impact of rotavirus vaccination on antibiotic prescription and resistance: A comprehensive systematic review. World J Virol 2024; 13:92586. [PMID: 38984084 PMCID: PMC11229841 DOI: 10.5501/wjv.v13.i2.92586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 05/18/2024] [Accepted: 06/07/2024] [Indexed: 06/24/2024] Open
Abstract
BACKGROUND Rotavirus is a highly contagious virus responsible for a significant burden of acute gastroenteritis, particularly among infants and young children worldwide, however, vaccination against this viral agent is available. Several studies have hypothesized that rotavirus vaccination has been linked to lower rates of antibiotic resistance. AIM To assess the relationship between rotavirus vaccination and antibiotic resistance. METHODS The present systematic review was tailored based on the Preferred Reporting Items for Systematic reviews and Meta-Analyses guidelines. Several electronic databases (PubMed/MEDLINE, Scopus and Web of Science) were searched independently by two investigators in order to retrieve relevant publications published until April 2023 that investigated the aforementioned research question. RESULTS The comprehensive database search identified a total of 91 records. After the duplicates were removed (n = 75), we screened the titles and abstracts of 16 potentially eligible publications. After the irrelevant records were excluded (n = 5), we screened the full texts of 11 manuscripts. Finally, 5 studies were entered into the qualitative and quantitative analysis. CONCLUSION In conclusion, all the studies support the idea that vaccinations can reduce the need for antibiotic prescriptions which could potentially contribute to mitigating antibiotic resistance. However, to fully comprehend the mechanisms of antibiotic resistance, enhance treatment guidelines, and consider diverse demographic situations, further research is necessary to use evidence-based strategies to fight antibiotic misuse and resistance.
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Affiliation(s)
| | - Matei-Alexandru Cozma
- Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, Bucharest 050474, Romania
- Department of Gastroenterology, Colentina Clinical Hospital, Bucharest 020125, Romania
| | - Gautam Maddineni
- Department of Internal Medicine, Florida State University, Cape Coral, FL 33909, United States
| | - Harshal Prakash Chorya
- Department of Internal Medicine, Baroda Medical College, Vadodara 390001, Gujarat, India
| | - Nayanika Tummala
- Department of Internal Medicine, GITAM Institute of Medical Sciences and Research (GIMSR), Visakhapatnam 530045, Andhra Pradesh, India
| | - Swathi Godugu
- Department of Internal Medicine, Zaporozhye State Medical University, Zaporozhye 69000, Ukraine
| | - Jyothi Swaroop Chintala
- Department of Anesthesiology, Dr NTR University of Health Sciences, Vijayawada 520008, Andhra Pradesh, India
| | - Mihnea-Alexandru Găman
- Faculty of Medicine, “Carol Davila” University of Medicine and Pharmacy, Bucharest 050474, Romania
- Department of Hematology, Center of Hematology and Bone Marrow Transplantation, Fundeni Clinical Institute, Bucharest 022328, Romania
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Tadesse BT, Keddy KH, Rickett NY, Zhusupbekova A, Poudyal N, Lawley T, Osman M, Dougan G, Kim JH, Lee JS, Jeon HJ, Marks F. Vaccination to Reduce Antimicrobial Resistance Burden-Data Gaps and Future Research. Clin Infect Dis 2023; 77:S597-S607. [PMID: 38118013 PMCID: PMC10732565 DOI: 10.1093/cid/ciad562] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2023] Open
Abstract
Antimicrobial resistance (AMR) poses an immediate danger to global health. If unaddressed, the current upsurge in AMR threatens to reverse the achievements in reducing the infectious disease-associated mortality and morbidity associated with antimicrobial treatment. Consequently, there is an urgent need for strategies to prevent or slow the progress of AMR. Vaccines potentially contribute both directly and indirectly to combating AMR. Modeling studies have indicated significant gains from vaccination in reducing AMR burdens for specific pathogens, reducing mortality/morbidity, and economic loss. However, quantifying the real impact of vaccines in these reductions is challenging because many of the study designs used to evaluate the contribution of vaccination programs are affected by significant background confounding, and potential selection and information bias. Here, we discuss challenges in assessing vaccine impact to reduce AMR burdens and suggest potential approaches for vaccine impact evaluation nested in vaccine trials.
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Affiliation(s)
- Birkneh Tilahun Tadesse
- International Vaccine Institute, Seoul, Republic of Korea
- Division of Clinical Pharmacology, Department of Laboratory Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Stockholm, Sweden
- Center for Innovative Drug Development and Therapeutic Trials for Africa, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
| | | | | | | | - Nimesh Poudyal
- International Vaccine Institute, Seoul, Republic of Korea
| | - Trevor Lawley
- Wellcome Sanger Institute and Microbiotica, Cambridge, United Kingdom
| | - Majdi Osman
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Gordon Dougan
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Jerome H Kim
- International Vaccine Institute, Seoul, Republic of Korea
- Seoul National University, College of Natural Sciences, Seoul, Republic of Korea
| | - Jung-Seok Lee
- International Vaccine Institute, Seoul, Republic of Korea
| | - Hyon Jin Jeon
- International Vaccine Institute, Seoul, Republic of Korea
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
- Madagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar
| | - Florian Marks
- International Vaccine Institute, Seoul, Republic of Korea
- Cambridge Institute of Therapeutic Immunology and Infectious Disease, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
- Madagascar Institute for Vaccine Research, University of Antananarivo, Antananarivo, Madagascar
- Heidelberg Institute of Global Health, University of Heidelberg, Heidelberg, Germany
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Gabutti G. Available evidence and potential for vaccines for reduction in antibiotic prescriptions. Hum Vaccin Immunother 2022; 18:2151291. [PMID: 36469620 PMCID: PMC9762846 DOI: 10.1080/21645515.2022.2151291] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
Bacterial antibiotic resistance is a public health issue. It means that drugs become ineffective, infections persist and have a huge impact on the health of patients and their spreading increases. To address a complex threat such as bacterial antibiotic resistance different and integrated approaches are needed including discovery of new antibiotics, improvement of diagnostics tools and improvement of antibiotic stewardship. Absolutely relevant are prevention of infections as well as decrease in the use of antibiotics. Vaccines are an important tool in the fight against bacterial antibiotic resistance and can help prevent it in several ways. Indeed, vaccines are highly effective in preventing diseases that might otherwise require the use of antibiotics to treat symptoms and associated complications. Preventing infections through vaccination helps reduce the need for and widespread and inappropriate use of antibiotics, including for secondary bacterial infections.
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Affiliation(s)
- Giovanni Gabutti
- Coordinator Working Group, Vaccines and Immunization Policies of the Italian Scientific Society of Hygiene, Preventive Medicine and Public Health (SItI), Cogorno (Ge), Italy,CONTACT Giovanni Gabutti Coordinator Working Group, “Vaccines and Immunization Policies” of the Italian Scientific Society of Hygiene, Preventive Medicine and Public Health (SItI), Cogorno (Ge), Italy
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