Cost Efficacy of Rapid Whole Genome Sequencing in the Pediatric Intensive Care Unit

The diagnostic and clinical utility of rapid whole genome sequencing (rWGS) for critically ill children in the intensive care unit (ICU) has been substantiated by multiple studies, but comprehensive cost-effectiveness evaluation of rWGS in the ICU outside of the neonatal age group is lacking. In this study, we examined cost data retrospectively for a cohort of 38 children in a regional pediatric ICU (PICU) who received rWGS. We identified seven of 17 patients who received molecular diagnoses by rWGS and had resultant changes in clinical management with sufficient clarity to permit cost and quality adjusted life years (QALY) modeling. Cost of PICU care was estimated to be reduced by $184,846 and a total of 12.1 QALYs were gained among these seven patients. The total cost of rWGS for patients and families for the entire cohort (38 probands) was $239,400. Thus, the net cost of rWGS was $54,554, representing $4,509 per QALY gained. This quantitative, retrospective examination of healthcare utilization associated with rWGS-informed medicine interventions in the PICU revealed approximately one-third of a QALY gained per patient tested at a cost per QALY that was approximately one-tenth of that typically sought for cost-effective new medical interventions. This evidence suggests that performance of rWGS as a first-tier test in selected PICU children with diseases of unknown etiology is associated with acceptable cost-per-QALY gained.

[1]  Marcel H. Schulz,et al.  Clinical diagnostics in human genetics with semantic similarity searches in ontologies. , 2009, American journal of human genetics.

[2]  T. Hansen,et al.  Deaths in a neonatal intensive care unit: A 10-year perspective , 2004, Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.

[3]  Zornitza Stark,et al.  Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases , 2018, npj Genomic Medicine.

[4]  Kristin M. Ferguson,et al.  The Girl Child , 2009 .

[5]  Clara Gaff,et al.  Diagnostic Impact and Cost-effectiveness of Whole-Exome Sequencing for Ambulant Children With Suspected Monogenic Conditions , 2017, JAMA pediatrics.

[6]  H. Brachinger,et al.  Decision analysis , 1997 .

[7]  J. Weir,et al.  Rapid Sequencing-Based Diagnosis of Thiamine Metabolism Dysfunction Syndrome. , 2021, The New England journal of medicine.

[8]  J. Crisp,et al.  The Delphi method? , 1997, Nursing research.

[9]  A. Dorgalaleh,et al.  Morbidity and mortality in a large number of Iranian patients with severe congenital factor XIII deficiency , 2016, Annals of Hematology.

[10]  K. Leder,et al.  Overwhelming post-splenectomy sepsis in patients with asplenia and hyposplenia: a retrospective cohort study , 2016, Epidemiology and Infection.

[11]  W. Chung,et al.  Recommendations for reporting of secondary findings in clinical exome and genome sequencing, 2016 update (ACMG SF v2.0): a policy statement of the American College of Medical Genetics and Genomics , 2016, Genetics in Medicine.

[12]  Michael Brudno,et al.  Whole-genome sequencing expands diagnostic utility and improves clinical management in paediatric medicine , 2016, npj Genomic Medicine.

[13]  W. Brouwer,et al.  The Value of a QALY: Individual Willingness to Pay for Health Gains Under Risk , 2013, PharmacoEconomics.

[14]  Kiely N. James,et al.  A Randomized, Controlled Trial of the Analytic and Diagnostic Performance of Singleton and Trio, Rapid Genome and Exome Sequencing in Ill Infants. , 2019, American journal of human genetics.

[15]  E. Arias,et al.  Mortality in the United States, 2016. , 2017, NCHS data brief.

[16]  Xuan Yuan,et al.  Effectiveness of exome and genome sequencing guided by acuity of illness for diagnosis of neurodevelopmental disorders , 2014, Science Translational Medicine.

[17]  Fan Xia,et al.  Use of Exome Sequencing for Infants in Intensive Care Units: Ascertainment of Severe Single-Gene Disorders and Effect on Medical Management , 2017, JAMA pediatrics.

[18]  S. Kingsmore,et al.  Project Baby Bear: Rapid precision care incorporating rWGS in 5 California children's hospitals demonstrates improved clinical outcomes and reduced costs of care. , 2021, American journal of human genetics.

[19]  Brett J. Kennedy,et al.  Phevor combines multiple biomedical ontologies for accurate identification of disease-causing alleles in single individuals and small nuclear families. , 2014, American journal of human genetics.

[20]  Y. Chien,et al.  Critical Trio Exome Benefits In-Time Decision-Making for Pediatric Patients With Severe Illnesses. , 2019, Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.

[21]  H. Holte,et al.  Systemic pneumococcal disease after staging splenectomy for Hodgkin's disease 1969–1980 without pneumococcal vaccine protection: a follow‐up study 1994 , 1997, European Journal of Haematology.

[22]  Bale,et al.  Standards and Guidelines for the Interpretation of Sequence Variants: A Joint Consensus Recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology , 2015, Genetics in Medicine.

[23]  Martin G Reese,et al.  Clinical analysis of genome next-generation sequencing data using the Omicia platform , 2013, Expert review of molecular diagnostics.

[24]  Y. Lau,et al.  Rapid whole-exome sequencing facilitates precision medicine in paediatric rare disease patients and reduces healthcare costs , 2020, The Lancet regional health. Western Pacific.

[25]  M. Weinstein,et al.  QALYs: the basics. , 2009, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[26]  Mary Shimoyama,et al.  Successful Application of Whole Genome Sequencing in a Medical Genetics Clinic , 2016, Journal of Pediatric Genetics.

[27]  P. Clarke,et al.  Life satisfaction, QALYs, and the monetary value of health. , 2018, Social science & medicine.

[28]  Michael Brudno,et al.  Care and cost consequences of pediatric whole genome sequencing compared to chromosome microarray , 2017, European Journal of Human Genetics.

[29]  Laurie D. Smith,et al.  Whole-genome sequencing for identification of Mendelian disorders in critically ill infants: a retrospective analysis of diagnostic and clinical findings. , 2015, The Lancet. Respiratory medicine.

[30]  M. Bitner-Glindzicz,et al.  Rapid Paediatric Sequencing (RaPS): comprehensive real-life workflow for rapid diagnosis of critically ill children , 2018, Journal of Medical Genetics.

[31]  Hui Yang,et al.  Phenolyzer: phenotype-based prioritization of candidate genes for human diseases , 2015, Nature Methods.

[32]  L. Farnaes,et al.  Genomic sequencing in acutely ill infants: what will it take to demonstrate clinical value? , 2018, Genetics in Medicine.

[33]  David R. Murdock,et al.  Whole-Genome Sequencing for Optimized Patient Management , 2011, Science Translational Medicine.

[34]  Xiaoyu Chen,et al.  Manta: rapid detection of structural variants and indels for germline and cancer sequencing applications , 2016, Bioinform..

[35]  Melissa Martyn,et al.  Does genomic sequencing early in the diagnostic trajectory make a difference? A follow-up study of clinical outcomes and cost-effectiveness , 2018, Genetics in Medicine.

[36]  T. Zarei,et al.  Intracranial hemorrhage pattern in the patients with factor XIII deficiency , 2014, Annals of Hematology.

[37]  S. Kingsmore,et al.  A Prospective Study of Parental Perceptions of Rapid Whole-Genome and -Exome Sequencing among Seriously Ill Infants. , 2020, American journal of human genetics.

[38]  Xinran Dong,et al.  Optimized trio genome sequencing (OTGS) as a first-tier genetic test in critically ill infants: practice in China , 2020, Human Genetics.

[39]  S. Grosse Assessing cost-effectiveness in healthcare: history of the $50,000 per QALY threshold , 2008, Expert review of pharmacoeconomics & outcomes research.

[40]  Mark S. Anderson,et al.  Autoimmune Polyendocrine Syndromes. , 2018, The New England journal of medicine.

[41]  Cristina Has,et al.  Faculty of 1000 evaluation for Standards and guidelines for the interpretation of sequence variants: a joint consensus recommendation of the American College of Medical Genetics and Genomics and the Association for Molecular Pathology. , 2018 .

[42]  W. Chung,et al.  CORRIGENDUM: Recommendations for reporting of secondary findings in clinical exome and genome sequencing, 2016 update (ACMG SF v2.0): a policy statement of the American College of Medical Genetics and Genomics , 2017, Genetics in Medicine.

[43]  D. Consonni,et al.  Central nervous system bleeding in patients with rare bleeding disorders , 2012, Haemophilia : the official journal of the World Federation of Hemophilia.

[44]  J. Hellmann,et al.  Predictors of mortality and length of stay for neonates admitted to children's hospital neonatal intensive care units , 2008, Journal of Perinatology.

[45]  Sri V. V. Deevi,et al.  Whole genome sequencing reveals that genetic conditions are frequent in intensively ill children , 2019, Intensive Care Medicine.

[46]  Muhammad Imran Yousuf,et al.  Using Experts` Opinions Through Delphi Technique , 2007 .

[47]  Melbourne Genomics Health Alliance,et al.  Meeting the challenges of implementing rapid genomic testing in acute pediatric care , 2018, Genetics in Medicine.

[48]  Olaf Helmer,et al.  ANALYSIS OF THE FUTURE: THE DELPHI METHOD , 1967 .

[49]  S. Kingsmore,et al.  Rapid Whole Genome Sequencing Has Clinical Utility in Children in the PICU. , 2019, Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.

[50]  A. Olaye,et al.  Economic Modeling Considerations for Rare Diseases. , 2018, Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research.

[51]  I. Winship,et al.  Healthcare System-Funded Preventive Genomic Screening: Challenges for Australia and Other Single-Payer Systems , 2019, Public Health Genomics.

[52]  H. Kong,et al.  Redefined clinical features and diagnostic criteria in autoimmune polyendocrinopathy-candidiasis-ectodermal dystrophy. , 2016, JCI insight.

[53]  J. Lantos,et al.  How infants die in the neonatal intensive care unit: trends from 1999 through 2008. , 2011, Archives of pediatrics & adolescent medicine.

[54]  W. Brouwer,et al.  Valuing QALY gains by applying a societal perspective. , 2013, Health economics.

[55]  J. Carey,et al.  Contribution of malformations and genetic disorders to mortality in a children's hospital , 2004, American journal of medical genetics. Part A.

[56]  A. Dorgalaleh,et al.  Central nervous system bleeding in pediatric patients with factor XIII deficiency: A study on 23 new cases , 2015, Hematology.

[57]  M. Gerstein,et al.  CNVnator: an approach to discover, genotype, and characterize typical and atypical CNVs from family and population genome sequencing. , 2011, Genome research.

[58]  Laurie D. Smith,et al.  The NSIGHT1-randomized controlled trial: rapid whole-genome sequencing for accelerated etiologic diagnosis in critically ill infants , 2017, npj Genomic Medicine.

[59]  Joshua T. Cohen,et al.  Updating cost-effectiveness--the curious resilience of the $50,000-per-QALY threshold. , 2014, The New England journal of medicine.

[60]  Z. Stark,et al.  Long-term economic impacts of exome sequencing for suspected monogenic disorders: diagnosis, management, and reproductive outcomes , 2019, Genetics in Medicine.

[61]  S. Kingsmore,et al.  Rapid whole-genome sequencing decreases infant morbidity and cost of hospitalization , 2018, npj Genomic Medicine.

[62]  John Reynders,et al.  Diagnosis of genetic diseases in seriously ill children by rapid whole-genome sequencing and automated phenotyping and interpretation , 2019, Science Translational Medicine.

[63]  Tudor Groza,et al.  The Human Phenotype Ontology in 2017 , 2016, Nucleic Acids Res..

[64]  M. Svensson,et al.  The Willingness to Pay for a Quality Adjusted Life Year: A Review of the Empirical Literature. , 2015, Health economics.

[65]  Dennis Andersson,et al.  A retrospective cohort study , 2018 .

[66]  F. Porter The basics , 2009, Emergencies in Clinical Medicine.

[67]  Clara Gaff,et al.  Patient safety in genomic medicine: an exploratory study , 2016, Genetics in Medicine.

[68]  C. Florence,et al.  Professional Fee Ratios for US Hospital Discharge Data , 2015, Medical care.

[69]  Clara Gaff,et al.  Prospective comparison of the cost-effectiveness of clinical whole-exome sequencing with that of usual care overwhelmingly supports early use and reimbursement , 2017, Genetics in Medicine.

[70]  Whole Exome and Whole Genome Sequencing for Diagnosis of Genetic Disorders-11/15/2019 , 2015 .

[71]  S. Cash,et al.  Antiepileptic drug treatment after an unprovoked first seizure , 2018, Neurology.