Evidence map›Paper›PMID 33315113›Full record

ArticleJAMA network open2020

Prescribing Prevalence of Medications With Potential Genotype-Guided Dosing in Pediatric Patients.

Laura B Ramsey, Henry H Ong, Jonathan S Schildcrout, Yaping Shi, Leigh Anne Tang, J Kevin Hicks, Nihal El Rouby, Larisa H Cavallari, Sony Tuteja, Christina L Aquilante and 28 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
36citing papers in PubMed, 1 pooled it
9.5field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

36 citing papers in PubMed, 1 synthesis or guideline pooled it, 48 citations in OpenAlex.

  1. Pooled it
  2. Article
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  4. Article
  5. Article
  6. Review
  7. Article
  8. Pharmacogenomics of TNF inhibitors.Frontiers in immunology · 2025
    Review
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  10. Decoding Pharmacogenomic Test Interpretation and Application to Patient Care.Journal of the American College of Clinical Pharmacy : JACCP · 2024
    Article
  11. Article
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  13. Article
  14. Review
  15. Article
  16. Article
  17. Impact of Pharmacogenomics in Clinical Practice.Pharmaceuticals (Basel, Switzerland) · 2023
    Review
  18. Article
  19. Current Practices in Pharmacogenomics.Pediatric clinics of North America · 2023
    Review
  20. Implementation of CYP2D6-guided opioid therapy at Cincinnati Children's Hospital Medical Center.American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists · 2023
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

38 authors at 18 institutions in 1 country.

Laura B RamseyDepartment of Pediatrics, College of Medicine, University of Cincinnati, Cincinnati, Ohio.
Henry H OngVanderbilt Institute for Clinical and Translational Research, Vanderbilt University Medical Center, Nashville, Tennessee.
Jonathan S SchildcroutDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.
Yaping ShiDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.
Leigh Anne TangDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee.
J Kevin HicksDepartment of Individualized Cancer Management, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida.
Nihal El RoubyDepartment of Pharmacotherapy and Translational Research, University of Florida, Gainesville.
Larisa H CavallariDepartment of Pharmacotherapy and Translational Research, University of Florida, Gainesville.
Sony TutejaDepartment of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia.
Christina L AquilanteSkaggs School of Pharmacy and Pharmaceutical Sciences, University of Colorado, Aurora.
Amber L BeitelsheesDepartment of Medicine, University of Maryland, Baltimore.
Daniel L LemkinDepartment of Emergency Medicine, University of Maryland, Baltimore.
Kathryn V BlakeCenter for Pharmacogenomics and Translational Research, Nemours Children's Health System, Jacksonville, Florida.
Helen WilliamsNemours Research Institute, Nemours Children's Health System, Jacksonville, Florida.
James J CiminoInformatics Institute, University of Alabama at Birmingham.
Brittney H DavisDepartment of Neurology, University of Alabama at Birmingham.
Nita A LimdiDepartment of Neurology, University of Alabama at Birmingham.
Philip E EmpeyDepartment of Pharmacy and Therapeutics, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania.
Christopher M HorvatDepartment of Critical Care Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.
David P KaoDepartment of Medicine, School of Medicine, University of Colorado, Aurora.
Gloria P LiporiUniversity of Florida Health and University of Florida Health Sciences Center, Gainesville.
Marc B RosenmanDepartment of Pediatrics, Indiana University School of Medicine, Indianapolis.
Todd C SkaarDepartment of Medicine, Indiana University School of Medicine, Indianapolis.
Evgenia TealRegenstrief Institute, Indianapolis, Indiana.
Almut G WintersteinDepartment of Pharmaceutical Outcomes and Policy and Center for Drug Evaluation and Safety, University of Florida, Gainesville.
Aniwaa Owusu ObengThe Charles Bronfman Institute for Personalized Medicine, Departments of Medicine and Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York.
Daria SalyakinaPersonalized Medicine Initiative, Nicklaus Children's Health System, Miami, Florida.
Apeksha GuptaPersonalized Medicine Initiative, Nicklaus Children's Health System, Miami, Florida.
Joshua GruberPersonalized Medicine Initiative, Nicklaus Children's Health System, Miami, Florida.
Jennifer McCafferty-FernandezPersonalized Medicine Initiative, Nicklaus Children's Health System, Miami, Florida.
Jeffrey R BishopDepartment of Experimental and Clinical Pharmacology, University of Minnesota College of Pharmacy, Minneapolis.
Zach RiversDepartment of Pharmaceutical Care and Health Systems, University of Minnesota College of Pharmacy, Minneapolis.
Ashley BennerClinical and Translational Science Institute, University of Minnesota, Minneapolis.
Bani TamrazSchool of Pharmacy, University of California, San Francisco.
Janel Long-BoyleSchool of Pharmacy, University of California, San Francisco.
Josh F PetersonDepartment of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Sara L Van DriestDepartment of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
IGNITE Pharmacogenetics Working Group
Nemours Children's Health System · USVanderbilt University Medical Center · USUniversity of Alabama at Birmingham · USUniversity of California, San Francisco · USUniversity of Cincinnati Medical Center · USUniversity of Colorado Anschutz Medical Campus · USUniversity of Florida · USUniversity of Maryland, Baltimore · USUniversity of Minnesota · USUniversity of Pittsburgh · USIcahn School of Medicine at Mount Sinai · USIndiana University School of MedicineLurie Children's Hospital · USMoffitt Cancer Center · USRegenstrief Institute · USSouthern California Clinical and Translational Science Institute · USUniversity of Florida Health · USUniversity of Pennsylvania · US

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI John L. Cleveland · 1998 to 2026
$93.5M
Using social networks to map and evaluate team science across CTSA hubsUL1TR001427 · NCATS · UNIVERSITY OF FLORIDA · PI MITCHELL, DUANE A. · 2015 to 2024
$37.2M
University of Minnesota Clinical and Translational Science Institute (UMN CTSI)UL1TR002494 · NCATS · UNIVERSITY OF MINNESOTA · PI BLAZAR, BRUCE R, WEISDORF, DANIEL J · 2018 to 2022
$34.9M
Vanderbilt Biomedical Informatics Training ProgramT15LM007450 · NLM · VANDERBILT UNIVERSITY · PI Jessica S. Ancker, Bradley A. Malin · 2002 to 2026
$19.7M
Sparking Advancements in Genomic MedicineU01HG007269 · NHGRI · UNIVERSITY OF FLORIDA · PI CAVALLARI, LARISA HUMMA, JOHNSON, JULIE A. · 2013 to 2024
$17.0M
Predictors of hemorrhage among patients on direct acting oral anticoagulantsR01HL092173 · NHLBI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI LIMDI, NITA A · 2008 to 2023
$10.4M
UAB Center for Clinical and Translational Science (CCTS) UL1UL1TR000165 · NCATS · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI KIMBERLY, ROBERT P. · 2012 to 2013
$9.6M
Implementing genomic medicine through pragmatic trials in diverse and underserved populations across Indiana.U01HG010245 · NHGRI · INDIANA UNIVERSITY INDIANAPOLIS · PI DEXTER, PAUL, SKAAR, TODD C. · 2018 to 2024
$9.4M
Integrated, Individualized, and Intelligent Prescribing (I3P) Clinical Trial NetworkU01HG010232 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI CAVANAUGH, KERRI, PETERSON, JOSEPH F. · 2018 to 2024
$8.2M
Genomic Medicine Pilot For Hypertension And Kidney Disease In Primary CareU01HG007278 · NHGRI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI HOROWITZ, CAROL R · 2013 to 2018
$5.7M
Integrated, Individualized, Intelligent Prescribing (I3P)U01HG007253 · NHGRI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI LEVY, MIA A., PETERSON, JOSEPH F. · 2014 to 2018
$4.6M
Embedding Pharmacogenotyping in an Integrated Health System for the UnderservedU01HG007762 · NHGRI · INDIANA UNIVERSITY INDIANAPOLIS · PI DEXTER, PAUL, SKAAR, TODD C. · 2014 to 2018
$4.4M
NCATS NIH HHS UL1 TR000165NCATS NIH HHS UL1 TR001427NCATS NIH HHS UL1 TR002494NCI NIH HHS P30 CA076292NHGRI NIH HHS T32 HG008961NHGRI NIH HHS U01 HG007253NHGRI NIH HHS U01 HG007269NHGRI NIH HHS U01 HG007278NHGRI NIH HHS U01 HG007762NHGRI NIH HHS U01 HG007775NHGRI NIH HHS U01 HG010232NHGRI NIH HHS U01 HG010245NHLBI NIH HHS K23 HL143161NHLBI NIH HHS K24 HL133373NHLBI NIH HHS R01 HL092173NICHD NIH HHS K23 HD099331NLM NIH HHS T15 LM007450
6 · The paper itself

Abstract

Importance: Genotype-guided prescribing in pediatrics could prevent adverse drug reactions and improve therapeutic response. Clinical pharmacogenetic implementation guidelines are available for many medications commonly prescribed to children. Frequencies of medication prescription and actionable genotypes (genotypes where a prescribing change may be indicated) inform the potential value of pharmacogenetic implementation. Objective: To assess potential opportunities for genotype-guided prescribing in pediatric populations among multiple health systems by examining the prevalence of prescriptions for each drug with the highest level of evidence (Clinical Pharmacogenetics Implementation Consortium level A) and estimating the prevalence of potential actionable prescribing decisions. Design, Setting, and Participants: This serial cross-sectional study of prescribing prevalences in 16 health systems included electronic health records data from pediatric inpatient and outpatient encounters from January 1, 2011, to December 31, 2017. The health systems included academic medical centers with free-standing children's hospitals and community hospitals that were part of an adult health care system. Participants included approximately 2.9 million patients younger than 21 years observed per year. Data were analyzed from June 5, 2018, to April 14, 2020. Exposures: Prescription of 38 level A medications based on electronic health records. Main Outcomes and Measures: Annual prevalence of level A medication prescribing and estimated actionable exposures, calculated by combining estimated site-year prevalences across sites with each site weighted equally. Results: Data from approximately 2.9 million pediatric patients (median age, 8 [interquartile range, 2-16] years; 50.7% female, 62.3% White) were analyzed for a typical calendar year. The annual prescribing prevalence of at least 1 level A drug ranged from 7987 to 10 629 per 100 000 patients with increasing trends from 2011 to 2014. The most prescribed level A drug was the antiemetic ondansetron (annual prevalence of exposure, 8107 [95% CI, 8077-8137] per 100 000 children). Among commonly prescribed opioids, annual prevalence per 100 000 patients was 295 (95% CI, 273-317) for tramadol, 571 (95% CI, 557-586) for codeine, and 2116 (95% CI, 2097-2135) for oxycodone. The antidepressants citalopram, escitalopram, and amitriptyline were also commonly prescribed (annual prevalence, approximately 250 per 100 000 patients for each). Estimated prevalences of actionable exposures were highest for oxycodone and ondansetron (>300 per 100 000 patients annually). CYP2D6 and CYP2C19 substrates were more frequently prescribed than medications influenced by other genes. Conclusions and Relevance: These findings suggest that opportunities for pharmacogenetic implementation among pediatric patients in the US are abundant. As expected, the greatest opportunity exists with implementing CYP2D6 and CYP2C19 pharmacogenetic guidance for commonly prescribed antiemetics, analgesics, and antidepressants.

Indexed as

Child Health ServicesDrug Dosage CalculationsPharmacogenomic TestingPractice Patterns, Physicians'Prescription DrugsChildCross-Sectional StudiesCytochrome P-450 CYP2C19Cytochrome P-450 CYP2D6Electronic Health RecordsFemaleGenetic ProfileHumansMalePediatricsPrecision MedicineCytochrome P-450 CYP2C19Cytochrome P-450 CYP2D6Prescription Drugs

Identifiers

PMID33315113
PMCPMC7737091
OpenAlexW3111055564

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.