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1.
Am J Hum Genet ; 109(9): 1605-1619, 2022 09 01.
Article in English | MEDLINE | ID: mdl-36007526

ABSTRACT

Newborn screening (NBS) dramatically improves outcomes in severe childhood disorders by treatment before symptom onset. In many genetic diseases, however, outcomes remain poor because NBS has lagged behind drug development. Rapid whole-genome sequencing (rWGS) is attractive for comprehensive NBS because it concomitantly examines almost all genetic diseases and is gaining acceptance for genetic disease diagnosis in ill newborns. We describe prototypic methods for scalable, parentally consented, feedback-informed NBS and diagnosis of genetic diseases by rWGS and virtual, acute management guidance (NBS-rWGS). Using established criteria and the Delphi method, we reviewed 457 genetic diseases for NBS-rWGS, retaining 388 (85%) with effective treatments. Simulated NBS-rWGS in 454,707 UK Biobank subjects with 29,865 pathogenic or likely pathogenic variants associated with 388 disorders had a true negative rate (specificity) of 99.7% following root cause analysis. In 2,208 critically ill children with suspected genetic disorders and 2,168 of their parents, simulated NBS-rWGS for 388 disorders identified 104 (87%) of 119 diagnoses previously made by rWGS and 15 findings not previously reported (NBS-rWGS negative predictive value 99.6%, true positive rate [sensitivity] 88.8%). Retrospective NBS-rWGS diagnosed 15 children with disorders that had been undetected by conventional NBS. In 43 of the 104 children, had NBS-rWGS-based interventions been started on day of life 5, the Delphi consensus was that symptoms could have been avoided completely in seven critically ill children, mostly in 21, and partially in 13. We invite groups worldwide to refine these NBS-rWGS conditions and join us to prospectively examine clinical utility and cost effectiveness.


Subject(s)
Neonatal Screening , Precision Medicine , Child , Critical Illness , Genetic Testing/methods , Humans , Infant, Newborn , Neonatal Screening/methods , Retrospective Studies
2.
Am J Hum Genet ; 105(4): 719-733, 2019 10 03.
Article in English | MEDLINE | ID: mdl-31564432

ABSTRACT

The second Newborn Sequencing in Genomic Medicine and Public Health study was a randomized, controlled trial of the effectiveness of rapid whole-genome or -exome sequencing (rWGS or rWES, respectively) in seriously ill infants with diseases of unknown etiology. Here we report comparisons of analytic and diagnostic performance. Of 1,248 ill inpatient infants, 578 (46%) had diseases of unknown etiology. 213 infants (37% of those eligible) were enrolled within 96 h of admission. 24 infants (11%) were very ill and received ultra-rapid whole-genome sequencing (urWGS). The remaining infants were randomized, 95 to rWES and 94 to rWGS. The analytic performance of rWGS was superior to rWES, including variants likely to affect protein function, and ClinVar pathogenic/likely pathogenic variants (p < 0.0001). The diagnostic performance of rWGS and rWES were similar (18 diagnoses in 94 infants [19%] versus 19 diagnoses in 95 infants [20%], respectively), as was time to result (median 11.0 versus 11.2 days, respectively). However, the proportion diagnosed by urWGS (11 of 24 [46%]) was higher than rWES/rWGS (p = 0.004) and time to result was less (median 4.6 days, p < 0.0001). The incremental diagnostic yield of reflexing to trio after negative proband analysis was 0.7% (1 of 147). In conclusion, rapid genomic sequencing can be performed as a first-tier diagnostic test in inpatient infants. urWGS had the shortest time to result, which was important in unstable infants, and those in whom a genetic diagnosis was likely to impact immediate management. Further comparison of urWGS and rWES is warranted because genomic technologies and knowledge of variant pathogenicity are evolving rapidly.


Subject(s)
Exome Sequencing , Whole Genome Sequencing , Genetic Testing , Humans , Infant , Infant, Newborn
4.
Pediatr Crit Care Med ; 20(11): 1007-1020, 2019 11.
Article in English | MEDLINE | ID: mdl-31246743

ABSTRACT

OBJECTIVES: Genetic disorders are a leading contributor to mortality in the neonatal ICU and PICU in the United States. Although individually rare, there are over 6,200 single-gene diseases, which may preclude a genetic diagnosis prior to ICU admission. Rapid whole genome sequencing is an emerging method of diagnosing genetic conditions in time to affect ICU management of neonates; however, its clinical utility has yet to be adequately demonstrated in critically ill children. This study evaluates next-generation sequencing in pediatric critical care. DESIGN: Retrospective cohort study. SETTING: Single-center PICU in a tertiary children's hospital. PATIENTS: Children 4 months to 18 years admitted to the PICU who were nominated between July 2016 and May 2018. INTERVENTIONS: Rapid whole genome sequencing with targeted phenotype-driven analysis was performed on patients and their parents, when parental samples were available. MEASUREMENTS AND MAIN RESULTS: A molecular diagnosis was made by rapid whole genome sequencing in 17 of 38 children (45%). In four of the 17 patients (24%), the genetic diagnoses led to a change in management while in the PICU, including genome-informed changes in pharmacotherapy and transition to palliative care. Nine of the 17 diagnosed children (53%) had no dysmorphic features or developmental delay. Eighty-two percent of diagnoses affected the clinical management of the patient and/or family after PICU discharge, including avoidance of biopsy, administration of factor replacement, and surveillance for disorder-related sequelae. CONCLUSIONS: This study demonstrates a retrospective evaluation for undiagnosed genetic disease in the PICU and clinical utility of rapid whole genome sequencing in a portion of critically ill children. Further studies are needed to identify PICU patients who will benefit from rapid whole genome sequencing early in PICU admission when the underlying etiology is unclear.


Subject(s)
Genetic Diseases, Inborn/diagnosis , Whole Genome Sequencing , Adolescent , Child , Child, Preschool , Critical Illness/therapy , Female , Humans , Infant , Intensive Care Units, Pediatric/statistics & numerical data , Male , Precision Medicine/methods , Retrospective Studies
5.
PLoS One ; 18(1): e0279430, 2023.
Article in English | MEDLINE | ID: mdl-36701310

ABSTRACT

Short Tandem Repeats (STRs) have been found to play a role in a myriad of complex traits and genetic diseases. We examined the variability in the lengths of over 850,000 STR loci in 996 children with suspected genetic disorders and 1,178 parents across six separate ancestral groups: Africans, Europeans, East Asians, Admixed Americans, Non-admixed Americans, and Pacific Islanders. For each STR locus we compared allele length between and within each ancestry group. In relation to Europeans, admixed Americans had the most similar STR lengths with only 623 positions either significantly expanded or contracted, while the divergence was highest in Africans, with 4,933 chromosomal positions contracted or expanded. We also examined probands to identify STR expansions at known pathogenic loci. The genes TCF4, AR, and DMPK showed significant expansions with lengths 250% greater than their various average allele lengths in 49, 162, and 11 individuals respectively. All 49 individuals containing an expansion in TCF4 and six individuals containing an expansion in DMPK presented with allele lengths longer than the known pathogenic length for these genes. Next, we identified individuals with significant expansions in highly conserved loci across all ancestries. Eighty loci in conserved regions met criteria for divergence. Two of these individuals were found to have exonic STR expansions: one in ZBTB4 and the other in SLC9A7, which is associated with X-linked mental retardation. Finally, we used parent-child trios to detect and analyze de novo mutations. In total, we observed 3,219 de novo expansions, where proband allele lengths are greater than twice the longest parental allele length. This work helps lay the foundation for understanding STR lengths genome-wide across ancestries and may help identify new disease genes and novel mechanisms of pathogenicity in known disease genes.


Subject(s)
Genomics , Microsatellite Repeats , Humans , Exons , Alleles , Microsatellite Repeats/genetics , High-Throughput Nucleotide Sequencing
6.
Genome Med ; 15(1): 18, 2023 03 16.
Article in English | MEDLINE | ID: mdl-36927505

ABSTRACT

BACKGROUND: Rapidly and efficiently identifying critically ill infants for whole genome sequencing (WGS) is a costly and challenging task currently performed by scarce, highly trained experts and is a major bottleneck for application of WGS in the NICU. There is a dire need for automated means to prioritize patients for WGS. METHODS: Institutional databases of electronic health records (EHRs) are logical starting points for identifying patients with undiagnosed Mendelian diseases. We have developed automated means to prioritize patients for rapid and whole genome sequencing (rWGS and WGS) directly from clinical notes. Our approach combines a clinical natural language processing (CNLP) workflow with a machine learning-based prioritization tool named Mendelian Phenotype Search Engine (MPSE). RESULTS: MPSE accurately and robustly identified NICU patients selected for WGS by clinical experts from Rady Children's Hospital in San Diego (AUC 0.86) and the University of Utah (AUC 0.85). In addition to effectively identifying patients for WGS, MPSE scores also strongly prioritize diagnostic cases over non-diagnostic cases, with projected diagnostic yields exceeding 50% throughout the first and second quartiles of score-ranked patients. CONCLUSIONS: Our results indicate that an automated pipeline for selecting acutely ill infants in neonatal intensive care units (NICU) for WGS can meet or exceed diagnostic yields obtained through current selection procedures, which require time-consuming manual review of clinical notes and histories by specialized personnel.


Subject(s)
Intensive Care Units, Neonatal , Natural Language Processing , Humans , Infant, Newborn , Whole Genome Sequencing/methods , Phenotype , Machine Learning
7.
Am J Med Genet A ; 158A(12): 3126-36, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23165863

ABSTRACT

Congenital high airway obstruction sequence (CHAOS) has traditionally been defined as airway obstruction with ultrasound evidence of distal airway dilatation, expanded lungs, ascites, and hydrops. It can result from aplasia or intrinsic obstruction to the formation of the upper airway (larynx and trachea) during development. CHAOS is commonly sporadic and there is no known causative gene. In this comprehensive review on CHAOS, we examined 117 reported cases of this sequence and describe a new case. Malformations in addition to high airway obstruction were present in 64/118 (54.2%) of patients. The most frequent anomalies affected the digits and musculoskeletal system, but there was no distinct phenotype or characteristic dysmorphic appearance associated with CHAOS. The ex utero intrapartum therapy (EXIT) procedure has greatly improved survival for these patients and 36/118 (30.5%) were alive at the time of reporting. Only 2 patients out of 12 who underwent laryngotracheoplasty were tracheostomy-free at the time of their reporting. Six out of 13 were able to produce some speech. Our review provides valuable information on associated anomalies and survival in this complex sequence. The phenotypic variability seen in this review of patients makes it likely that the causes of CHAOS are genetically heterogeneous.


Subject(s)
Abnormalities, Multiple/diagnosis , Airway Obstruction/diagnosis , Congenital Abnormalities/diagnosis , Abnormalities, Multiple/surgery , Adult , Airway Obstruction/complications , Airway Obstruction/surgery , Congenital Abnormalities/surgery , Female , Humans , Infant, Newborn , Larynx/abnormalities , Larynx/surgery , Male , Phenotype , Pregnancy , Trachea/abnormalities , Trachea/surgery , Young Adult
8.
J Emerg Med ; 42(6): e141-5, 2012 Jun.
Article in English | MEDLINE | ID: mdl-21903352

ABSTRACT

BACKGROUND: Hypertensive encephalopathy is one of the few neurologic emergencies in which prompt diagnosis and treatment can prevent permanent neurological damage. This syndrome is rarely seen in children. OBJECTIVES: To discuss the recognition of hypertensive encephalopathy as a cause of acute neurological changes in children. CASE REPORT: We present the case of a 3-year-old boy who presented to the Emergency Department with seizures due to hypertensive encephalopathy. A review of the literature on the subject follows the case report. CONCLUSIONS: Hypertensive encephalopathy is a rare cause of acute neurological changes in children that can cause permanent damage if not recognized early. This case illustrates the importance of considering this syndrome as a potential cause of neurological symptoms, especially as neuroimaging can initially be misleading.


Subject(s)
Hypertensive Encephalopathy/complications , Status Epilepticus/etiology , Child, Preschool , Humans , Male
9.
Nat Commun ; 13(1): 4057, 2022 07 26.
Article in English | MEDLINE | ID: mdl-35882841

ABSTRACT

While many genetic diseases have effective treatments, they frequently progress rapidly to severe morbidity or mortality if those treatments are not implemented immediately. Since front-line physicians frequently lack familiarity with these diseases, timely molecular diagnosis may not improve outcomes. Herein we describe Genome-to-Treatment, an automated, virtual system for genetic disease diagnosis and acute management guidance. Diagnosis is achieved in 13.5 h by expedited whole genome sequencing, with superior analytic performance for structural and copy number variants. An expert panel adjudicated the indications, contraindications, efficacy, and evidence-of-efficacy of 9911 drug, device, dietary, and surgical interventions for 563 severe, childhood, genetic diseases. The 421 (75%) diseases and 1527 (15%) effective interventions retained are integrated with 13 genetic disease information resources and appended to diagnostic reports ( https://gtrx.radygenomiclab.com ). This system provided correct diagnoses in four retrospectively and two prospectively tested infants. The Genome-to-Treatment system facilitates optimal outcomes in children with rapidly progressive genetic diseases.


Subject(s)
DNA Copy Number Variations , Child , Humans , Infant , Retrospective Studies , Whole Genome Sequencing
10.
Article in English | MEDLINE | ID: mdl-32843431

ABSTRACT

Relatively little is known about phenotypic variability in nonsyndromic nephropathy associated with the gene encoding the WT1 transcription factor. We report a 12-mo-old female who presented with vomiting, diarrhea, and fatigue in the setting of renal failure and malignant hypertension. Trio ultra-rapid whole-genome sequencing identified a novel, likely pathogenic, de novo missense variant (c.485T > A, p.Val162Asp) in WT1 in 46 h, consistent with a diagnosis of nephrotic syndrome type 4 (NPHS4; OMIM 256370). This disorder typically presents with nephrotic syndrome (gross proteinuria, hypoalbuminemia, and edema). Rapid diagnosis had an immediate impact on her clinical management in the pediatric intensive care unit. Diagnostic renal biopsy was avoided, and placement of permanent dialysis access, a gastrostomy tube, and bilateral nephrectomy were accelerated. This report expands the presenting phenotype of nonsyndromic nephrotic syndrome and/or renal failure due to heterozygous variants in WT1 (NPHS4). It also highlights the relationship between time to genomic diagnosis and clinical utility in critically ill infants.


Subject(s)
Nephrotic Syndrome/diagnosis , Nephrotic Syndrome/genetics , WT1 Proteins/genetics , Exons , Female , Genomics , Heterozygote , Humans , Infant , Mutation, Missense/genetics , Phenotype , WT1 Proteins/metabolism , Whole Genome Sequencing
11.
Article in English | MEDLINE | ID: mdl-33028643

ABSTRACT

Biallelic variants in inorganic pyrophosphatase 2 (PPA2) are known to cause infantile sudden cardiac failure (OMIM #617222), but relatively little is known about phenotypic variability of these patients prior to their death. We report a 5-wk-old male with bilateral vocal cord paralysis and hypertension who had a sudden unexpected cardiac death. Subsequently, molecular autopsy via whole-genome sequencing from newborn dried blood spot identified compound heterozygous mutations in PPA2, with a paternally inherited, pathogenic missense variant (c.514G > A; p.Glu172Lys) and a novel, maternally inherited missense variant of uncertain significance (c.442A > T; p.Thr148Ser). This report expands the presenting phenotype of patients with PPA2 variants. It also highlights the utility of dried blood spots for postmortem molecular diagnosis.


Subject(s)
Death, Sudden, Cardiac/etiology , Inorganic Pyrophosphatase/genetics , Mitochondrial Proteins/genetics , Vocal Cord Paralysis/genetics , Death, Sudden, Cardiac/pathology , Genetic Predisposition to Disease/genetics , Humans , Infant , Inorganic Pyrophosphatase/metabolism , Male , Mitochondrial Proteins/metabolism , Mutation, Missense , Phenotype , Pyrophosphatases/genetics , Vocal Cord Paralysis/complications , Vocal Cord Paralysis/diagnosis
12.
Sci Transl Med ; 11(489)2019 04 24.
Article in English | MEDLINE | ID: mdl-31019026

ABSTRACT

By informing timely targeted treatments, rapid whole-genome sequencing can improve the outcomes of seriously ill children with genetic diseases, particularly infants in neonatal and pediatric intensive care units (ICUs). The need for highly qualified professionals to decipher results, however, precludes widespread implementation. We describe a platform for population-scale, provisional diagnosis of genetic diseases with automated phenotyping and interpretation. Genome sequencing was expedited by bead-based genome library preparation directly from blood samples and sequencing of paired 100-nt reads in 15.5 hours. Clinical natural language processing (CNLP) automatically extracted children's deep phenomes from electronic health records with 80% precision and 93% recall. In 101 children with 105 genetic diseases, a mean of 4.3 CNLP-extracted phenotypic features matched the expected phenotypic features of those diseases, compared with a match of 0.9 phenotypic features used in manual interpretation. We automated provisional diagnosis by combining the ranking of the similarity of a patient's CNLP phenome with respect to the expected phenotypic features of all genetic diseases, together with the ranking of the pathogenicity of all of the patient's genomic variants. Automated, retrospective diagnoses concurred well with expert manual interpretation (97% recall and 99% precision in 95 children with 97 genetic diseases). Prospectively, our platform correctly diagnosed three of seven seriously ill ICU infants (100% precision and recall) with a mean time saving of 22:19 hours. In each case, the diagnosis affected treatment. Genome sequencing with automated phenotyping and interpretation in a median of 20:10 hours may increase adoption in ICUs and, thereby, timely implementation of precise treatments.


Subject(s)
Diabetic Ketoacidosis/genetics , Genomics/methods , Electronic Health Records , Female , Humans , Intensive Care Units/statistics & numerical data , Natural Language Processing , Retrospective Studies
13.
Article in English | MEDLINE | ID: mdl-29437776

ABSTRACT

Autoimmune polyendocrine syndrome type 1 (APS-1; OMIM #240300), also referred to as autoimmune polyendocrinopathy-candidiasis-ectodermal dystrophy (APECED), is a rare monogenic autoimmune disorder caused by mutations in the autoimmune regulator (AIRE) gene. APS-1 is classically characterized by a triad of chronic mucocutaneous candidiasis, autoimmune hypoparathyroidism, and autoimmune adrenocortical insufficiency. We report a 5-yr-old female who presented with symptoms of tetany due to hypocalcemia and was subsequently found to be secondary to hypoparathyroidism. Rapid trio whole-genome sequencing revealed compound heterozygous variants in AIRE in the proband, with a paternally inherited, pathogenic, frameshift variant (c.1265delC; p.Pro422LeufsTer58) and a novel, likely pathogenic, maternally inherited missense variant (c.268T>C; p.Tyr90His).


Subject(s)
Mutation , Phenotype , Polyendocrinopathies, Autoimmune/diagnosis , Polyendocrinopathies, Autoimmune/genetics , Transcription Factors/genetics , Whole Genome Sequencing , Alleles , Child, Preschool , Chromosome Mapping , Female , Genome-Wide Association Study , Genotype , Humans , AIRE Protein
14.
Article in English | MEDLINE | ID: mdl-30559311

ABSTRACT

X-linked agammaglobulinemia (XLA, OMIM#300300) is a rare monogenic primary immunodeficiency caused by mutations in the Bruton tyrosine kinase (BTK) gene. XLA is characterized by insufficient immunoglobulin levels and susceptibility to life-threatening bacterial infections. We report on a patient that presented with ecthyma gangrenosum and septicemia. Rapid trio whole-genome sequencing (rWGS) revealed an apparently de novo hemizygous pathogenic variant (c.726dupT; p.Ile243TyrfsTer15) in the BTK gene. Metagenomic analysis of rWGS sequences that did not align to the human genome revealed 770 aligned to the Pseudomonas aeruginosa PAO1 genome. The patient was diagnosed with XLA and pseudomonal sepsis.


Subject(s)
Agammaglobulinaemia Tyrosine Kinase/genetics , Agammaglobulinemia/genetics , Ecthyma/genetics , Genetic Diseases, X-Linked/genetics , Agammaglobulinaemia Tyrosine Kinase/metabolism , Agammaglobulinemia/diagnosis , Bacteremia , Ecthyma/diagnosis , Gangrene/microbiology , Genetic Diseases, X-Linked/diagnosis , Humans , Immunologic Deficiency Syndromes , Infant , Male , Pseudomonas Infections/genetics , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/pathogenicity , Sepsis/genetics , Sepsis/metabolism , Skin/microbiology , Whole Genome Sequencing/methods
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