ABSTRACT
PURPOSE: Valproic acid or valproate is an effective antiepileptic drug; however, embryonic exposure to valproate can result in a teratogenic disorder referred to as fetal valproate syndrome (FVS, OMIM #609442). Currently there are no diagnostic biomarkers for the condition. This study aims to define an episignature biomarker for teratogenic antenatal exposure to valproate. METHODS: DNA extracted from peripheral blood of individuals with teratogenic antenatal exposure to valproate was processed using DNA methylation microarrays. Subsequently, methylation profiling and construction of support vector machine classifiers were performed in R. RESULTS: Genomic DNA methylation analysis was applied, and a distinct DNA methylation profile was identified in the majority of affected individuals. This profile was used to develop a diagnostic episignature classifier. The valproate exposure episignature exhibited high sensitivity and specificity relative to a large reference dataset of unaffected controls and individuals with a wide spectrum of syndromic disorders with episignatures. Gene set enrichment analysis demonstrated an enrichment for terms associated with cell adhesion, including significant overrepresentation of the cadherin superfamily. CONCLUSION: This study provides evidence of a robust peripheral blood-based diagnostic epigenetic biomarker for a prenatal teratogenic disorder.
ABSTRACT
PURPOSE: BCL11B-related disorder (BCL11B-RD) arises from rare genetic variants within the BCL11B gene, resulting in a distinctive clinical spectrum encompassing syndromic neurodevelopmental disorder, with or without intellectual disability, associated with facial features and impaired immune function. This study presents an in-depth clinico-biological analysis of 20 newly reported individuals with BCL11B-RD, coupled with a characterization of genome-wide DNA methylation patterns of this genetic condition. METHODS: Through an international collaboration, clinical and molecular data from 20 individuals were systematically gathered, and a comparative analysis was conducted between this series and existing literature. We further scrutinized peripheral blood DNA methylation profile of individuals with BCL11B-RD, contrasting them with healthy controls and other neurodevelopmental disorders marked by established episignature. RESULTS: Our findings unveil rarely documented clinical manifestations, notably including Rubinstein-Taybi-like facial features, craniosynostosis, and autoimmune disorders, all manifesting within the realm of BCL11B-RD. We refine the intricacies of T cell compartment alterations of BCL11B-RD, revealing decreased levels naive CD4+ T cells and recent thymic emigrants while concurrently observing an elevated proportion of effector-memory expressing CD45RA CD8+ T cells (TEMRA). Finally, a distinct DNA methylation episignature exclusive to BCL11B-RD is unveiled. CONCLUSION: This study serves to enrich our comprehension of the clinico-biological landscape of BCL11B-RD, potentially furnishing a more precise framework for diagnosis and follow-up of individuals carrying pathogenic BCL11B variant. Moreover, the identification of a unique DNA methylation episignature offers a valuable diagnosis tool for BCL11B-RD, thereby facilitating routine clinical practice by empowering physicians to reevaluate variants of uncertain significance within the BCL11B gene.
Subject(s)
Intellectual Disability , Neurodevelopmental Disorders , Humans , CD8-Positive T-Lymphocytes/metabolism , Transcription Factors/genetics , Neurodevelopmental Disorders/genetics , Intellectual Disability/genetics , DNA Methylation/genetics , Tumor Suppressor Proteins/genetics , Repressor Proteins/genetics , Repressor Proteins/metabolismABSTRACT
Genetic syndromes frequently present with overlapping clinical features and inconclusive or ambiguous genetic findings which can confound accurate diagnosis and clinical management. An expanding number of genetic syndromes have been shown to have unique genomic DNA methylation patterns (called "episignatures"). Peripheral blood episignatures can be used for diagnostic testing as well as for the interpretation of ambiguous genetic test results. We present here an approach to episignature mapping in 42 genetic syndromes, which has allowed the identification of 34 robust disease-specific episignatures. We examine emerging patterns of overlap, as well as similarities and hierarchical relationships across these episignatures, to highlight their key features as they are related to genetic heterogeneity, dosage effect, unaffected carrier status, and incomplete penetrance. We demonstrate the necessity of multiclass modeling for accurate genetic variant classification and show how disease classification using a single episignature at a time can sometimes lead to classification errors in closely related episignatures. We demonstrate the utility of this tool in resolving ambiguous clinical cases and identification of previously undiagnosed cases through mass screening of a large cohort of subjects with developmental delays and congenital anomalies. This study more than doubles the number of published syndromes with DNA methylation episignatures and, most significantly, opens new avenues for accurate diagnosis and clinical assessment in individuals affected by these disorders.
Subject(s)
DNA Methylation , Neurodevelopmental Disorders/genetics , Phenotype , Cohort Studies , Genetic Heterogeneity , Humans , SyndromeABSTRACT
An expanding range of genetic syndromes are characterized by genome-wide disruptions in DNA methylation profiles referred to as episignatures. Episignatures are distinct, highly sensitive, and specific biomarkers that have recently been applied in clinical diagnosis of genetic syndromes. Episignatures are contained within the broader disorder-specific genome-wide DNA methylation changes, which can share significant overlap among different conditions. In this study, we performed functional genomic assessment and comparison of disorder-specific and overlapping genome-wide DNA methylation changes related to 65 genetic syndromes with previously described episignatures. We demonstrate evidence of disorder-specific and recurring genome-wide differentially methylated probes (DMPs) and regions (DMRs). The overall distribution of DMPs and DMRs across the majority of the neurodevelopmental genetic syndromes analyzed showed substantial enrichment in gene promoters and CpG islands, and under-representation of the more variable intergenic regions. Analysis showed significant enrichment of the DMPs and DMRs in gene pathways and processes related to neurodevelopment, including neurogenesis, synaptic signaling and synaptic transmission. This study expands beyond the diagnostic utility of DNA methylation episignatures by demonstrating correlation between the function of the mutated genes and the consequent genomic DNA methylation profiles as a key functional element in the molecular etiology of genetic neurodevelopmental disorders.
Subject(s)
DNA Methylation , Neurodevelopmental Disorders , CpG Islands/genetics , DNA Methylation/genetics , DNA, Intergenic , Epigenesis, Genetic , Humans , Neurodevelopmental Disorders/diagnosis , Neurodevelopmental Disorders/genetics , SyndromeABSTRACT
PURPOSE: Gabriele-de Vries syndrome (GADEVS) is a rare genetic disorder characterized by developmental delay and/or intellectual disability, hypotonia, feeding difficulties, and distinct facial features. To refine the phenotype and to better understand the molecular basis of the syndrome, we analyzed clinical data and performed genome-wide DNA methylation analysis of a series of individuals carrying a YY1 variant. METHODS: Clinical data were collected for 13 individuals not yet reported through an international call for collaboration. DNA was collected for 11 of these individuals and 2 previously reported individuals in an attempt to delineate a specific DNA methylation signature in GADEVS. RESULTS: Phenotype in most individuals overlapped with the previously described features. We described 1 individual with atypical phenotype, heterozygous for a missense variant in a domain usually not involved in individuals with YY1 pathogenic missense variations. We also described a specific peripheral blood DNA methylation profile associated with YY1 variants. CONCLUSION: We reported a distinct DNA methylation episignature in GADEVS. We expanded the clinical profile of GADEVS to include thin/sparse hair and cryptorchidism. We also highlighted the utility of DNA methylation episignature analysis for classification of variants of unknown clinical significance.
Subject(s)
Intellectual Disability , Neurodevelopmental Disorders , DNA Methylation/genetics , Genome , Humans , Intellectual Disability/genetics , Intellectual Disability/pathology , Male , Neurodevelopmental Disorders/genetics , Phenotype , SyndromeABSTRACT
PURPOSE: Rare genetic variants in CDK13 are responsible for CDK13-related disorder (CDK13-RD), with main clinical features being developmental delay or intellectual disability, facial features, behavioral problems, congenital heart defect, and seizures. In this paper, we report 18 novel individuals with CDK13-RD and provide characterization of genome-wide DNA methylation. METHODS: We obtained clinical phenotype and neuropsychological data for 18 and 10 individuals, respectively, and compared this series with the literature. We also compared peripheral blood DNA methylation profiles in individuals with CDK13-RD, controls, and other neurodevelopmental disorders episignatures. Finally, we developed a support vector machine-based classifier distinguishing CDK13-RD and non-CDK13-RD samples. RESULTS: We reported health and developmental parameters, clinical data, and neuropsychological profile of individuals with CDK13-RD. Genome-wide differential methylation analysis revealed a global hypomethylated profile in individuals with CDK13-RD in a highly sensitive and specific model that could aid in reclassifying variants of uncertain significance. CONCLUSION: We describe the novel features such as anxiety disorder, cryptorchidism, and disrupted sleep in CDK13-RD. We define a CDK13-RD DNA methylation episignature as a diagnostic tool and a defining functional feature of the evolving clinical presentation of this disorder. We also show overlap of the CDK13 DNA methylation profile in an individual with a functionally and clinically related CCNK-related disorder.
Subject(s)
Intellectual Disability , Neurodevelopmental Disorders , CDC2 Protein Kinase/genetics , DNA Methylation/genetics , Epigenesis, Genetic/genetics , Humans , Intellectual Disability/diagnosis , Intellectual Disability/genetics , Male , Neurodevelopmental Disorders/genetics , PhenotypeABSTRACT
PURPOSE: Although haploinsufficiency of ANKRD11 is among the most common genetic causes of neurodevelopmental disorders, the role of rare ANKRD11 missense variation remains unclear. We characterized clinical, molecular, and functional spectra of ANKRD11 missense variants. METHODS: We collected clinical information of individuals with ANKRD11 missense variants and evaluated phenotypic fit to KBG syndrome. We assessed pathogenicity of variants through in silico analyses and cell-based experiments. RESULTS: We identified 20 unique, mostly de novo, ANKRD11 missense variants in 29 individuals, presenting with syndromic neurodevelopmental disorders similar to KBG syndrome caused by ANKRD11 protein truncating variants or 16q24.3 microdeletions. Missense variants significantly clustered in repression domain 2 at the ANKRD11 C-terminus. Of the 10 functionally studied missense variants, 6 reduced ANKRD11 stability. One variant caused decreased proteasome degradation and loss of ANKRD11 transcriptional activity. CONCLUSION: Our study indicates that pathogenic heterozygous ANKRD11 missense variants cause the clinically recognizable KBG syndrome. Disrupted transrepression capacity and reduced protein stability each independently lead to ANKRD11 loss-of-function, consistent with haploinsufficiency. This highlights the diagnostic relevance of ANKRD11 missense variants, but also poses diagnostic challenges because the KBG-associated phenotype may be mild and inherited pathogenic ANKRD11 (missense) variants are increasingly observed, warranting stringent variant classification and careful phenotyping.
Subject(s)
Abnormalities, Multiple , Bone Diseases, Developmental , Intellectual Disability , Repressor Proteins , Tooth Abnormalities , Abnormalities, Multiple/genetics , Bone Diseases, Developmental/etiology , Bone Diseases, Developmental/genetics , Chromosome Deletion , Facies , Humans , Intellectual Disability/genetics , Mutation, Missense , Phenotype , Proteasome Endopeptidase Complex/genetics , Repressor Proteins/genetics , Tooth Abnormalities/diagnosis , Transcription Factors/geneticsABSTRACT
Kabuki syndrome (KS, KS1: OMIM 147920 and KS2: OMIM 300867) is caused by pathogenic variations in KMT2D or KDM6A. KS is characterized by multiple congenital anomalies and neurodevelopmental disorders. Growth restriction is frequently reported. Here we aimed to create specific growth charts for individuals with KS1, identify parameters used for size prognosis and investigate the impact of growth hormone therapy on adult height. Growth parameters and parental size were obtained for 95 KS1 individuals (41 females). Growth charts for height, weight, body mass index (BMI) and occipitofrontal circumference were generated in standard deviation values for the first time in KS1. Statural growth of KS1 individuals was compared to parental target size. According to the charts, height, weight, BMI, and occipitofrontal circumference were lower for KS1 individuals than the normative French population. For males and females, the mean growth of KS1 individuals was -2 and -1.8 SD of their parental target size, respectively. Growth hormone therapy did not increase size beyond the predicted size. This study, from the largest cohort available, proposes growth charts for widespread use in the management of KS1, especially for size prognosis and screening of other diseases responsible for growth impairment beyond a calculated specific target size.
Subject(s)
Abnormalities, Multiple/genetics , DNA-Binding Proteins/genetics , Face/abnormalities , Hematologic Diseases/genetics , Hematologic Diseases/physiopathology , Neoplasm Proteins/genetics , Vestibular Diseases/genetics , Vestibular Diseases/physiopathology , Abnormalities, Multiple/diagnosis , Abnormalities, Multiple/physiopathology , Adolescent , Body Height , Body Mass Index , Body Weight , Child , Child, Preschool , Face/physiopathology , Female , Growth Charts , Hematologic Diseases/diagnosis , Histone Demethylases/genetics , Humans , Male , Mutation/genetics , Vestibular Diseases/diagnosisABSTRACT
PurposeBased on prenatal suspicion of the combination of radioulnar or radiohumeral synostosis and a peculiar shape of the skull suggestive of craniosynostosis, we report on six patients from four unrelated consanguineous families in whom Antley-Bixler syndrome was suspected during the prenatal period without mutation in genes known to be associated with the syndrome.MethodsMolecular diagnosis involved whole-exome and gene-panel sequencing. RESULTS: All sequenced patients showed a unique homozygous mutation of c.667G>A, p.Gly223Ser (NM_012200) in the beta-1,3-glucuronyltransferase 3 (B3GAT3) gene known to be involved in linkeropathy syndrome. Linkeropathies correspond to a recently identified group of heterogeneous genetic syndromes along a spectrum of skeletal and connective tissue disorders. These patients featured mainly craniosynostosis, midface hypoplasia, bilateral radioulnar synostosis, multiple neonatal fractures, dislocated joints, joint contracture, long fingers, foot deformity, and cardiovascular abnormalities. All died before 1 year of age.ConclusionWe identified a novel B3GAT3-related disorder with craniosynostosis and bone fragility, due to a unique homozygous mutation in B3GAT3. This syndrome should be considered in the prenatal period in light of the severe outcome and as an alternative diagnosis to Antley-Bixler or Shprintzen-Goldberg syndrome.
Subject(s)
Bone and Bones/abnormalities , Bone and Bones/metabolism , Craniosynostoses/diagnosis , Craniosynostoses/genetics , Genetic Association Studies , Genetic Predisposition to Disease , Glucuronosyltransferase/genetics , Mutation , Bone and Bones/pathology , Diagnosis, Differential , Humans , Phenotype , Sequence Analysis, DNA , Skull/abnormalities , Skull/diagnostic imaging , Syndrome , Ultrasonography, Prenatal , Whole Genome SequencingABSTRACT
Mutations in the COL2A1 gene cause a spectrum of rare autosomal-dominant conditions characterized by skeletal dysplasia, short stature, and sensorial defects. An early diagnosis is critical to providing relevant patient care and follow-up, and genetic counseling to affected families. There are no recent exhaustive descriptions of the causal mutations in the literature. Here, we provide a review of COL2A1 mutations extracted from the Leiden Open Variation Database (LOVD) that we updated with data from PubMed and our own patients. Over 700 patients were recorded, harboring 415 different mutations. One-third of the mutations are dominant-negative mutations that affect the glycine residue in the G-X-Y repeats of the alpha 1 chain. These mutations disrupt the collagen triple helix and are common in achondrogenesis type II and hypochondrogenesis. The mutations resulting in a premature stop codon are found in less severe phenotypes such as Stickler syndrome. The p.(Arg275Cys) substitution is found in all patients with COL2A1-associated Czech dysplasia. LOVD-COL2A1 provides support and potential collaborative material for scientific and clinical projects aimed at elucidating phenotype-genotype correlation and differential diagnosis in patients with type II collagenopathies.
Subject(s)
Collagen Type II/genetics , Genetic Association Studies , Mutation , Osteochondrodysplasias/genetics , Databases, Genetic , Genes, Dominant , Genotype , Humans , Osteochondrodysplasias/diagnosis , PhenotypeABSTRACT
Kabuki syndrome (KS) is a rare but recognizable condition that consists of a characteristic face, short stature, various organ malformations, and a variable degree of intellectual disability. Mutations in KMT2D have been identified as the main cause for KS, whereas mutations in KDM6A are a much less frequent cause. Here, we report a mutation screening in a case series of 347 unpublished patients, in which we identified 12 novel KDM6A mutations (KS type 2) and 208 mutations in KMT2D (KS type 1), 132 of them novel. Two of the KDM6A mutations were maternally inherited and nine were shown to be de novo. We give an up-to-date overview of all published mutations for the two KS genes and point out possible mutation hot spots and strategies for molecular genetic testing. We also report the clinical details for 11 patients with KS type 2, summarize the published clinical information, specifically with a focus on the less well-defined X-linked KS type 2, and comment on phenotype-genotype correlations as well as sex-specific phenotypic differences. Finally, we also discuss a possible role of KDM6A in Kabuki-like Turner syndrome and report a mutation screening of KDM6C (UTY) in male KS patients.
Subject(s)
Abnormalities, Multiple/genetics , DNA-Binding Proteins/genetics , Face/abnormalities , Hematologic Diseases/genetics , Histone Demethylases/genetics , Mutation , Neoplasm Proteins/genetics , Nuclear Proteins/genetics , Vestibular Diseases/genetics , Abnormalities, Multiple/pathology , Face/pathology , Female , Genes, X-Linked , Genetic Predisposition to Disease , Hematologic Diseases/pathology , Humans , Male , Maternal Inheritance , Noonan Syndrome/genetics , Sequence Analysis, DNA , Vestibular Diseases/pathologyABSTRACT
BACKGROUND: Mutations in the TNFRSF1A gene encoding the tumour necrosis factor α cell surface receptor, TNFR1, cause TNFR-associated periodic syndrome (TRAPS) and polymorphisms in TNFRSF1A, including rs4149570, rs767455 and rs1800692, are associated with inflammatory diseases. OBJECTIVES: To describe a new exon 2-spliced transcript-TNFR1-d2-and the impact of these three single nucleotide polymorphisms on exon 2 splicing, transcriptional activity of TNFRSF1A and TRAPS phenotype. METHODS: Expression of TNFRSF1A transcripts was performed by reverse-transcription-PCR in a range of human cells and tissues. Exon 2 splicing and transcriptional activity were analysed in HEK293T and SW480 cells by in vitro alternative splicing and luciferase assays, respectively. We constructed haplotypes containing rs4149570, rs767455 and rs1800692 in controls (n=72), patients with TRAPS (n=111) and in TRAPS-like patients (n=450) to compare their distribution and association with clinical features of TRAPS. RESULTS: TNFR1-d2 was expressed in a tissue-specific manner, whereas TNFR1 expression was ubiquitous. Alternative splicing assays showed that the T-A-T haplotype at rs4149570-rs767455-rs1800692 had a significantly higher expression of exon 2-skipping product (p=0.02) compared with the G-G-C haplotype. Transcriptional activity from the T-T haplotype at rs4149570-rs1800692 was increased compared with the G-C haplotype (p=0.03). In patients with TRAPS, rs1800692 T/T homozygotes were excessively rare (p<10(-4)) and TRAPS-like patients with this genotype experienced less fever. CONCLUSIONS: Our study provides a new mechanism of TNFRSF1A regulation whereby three polymorphisms in the promoter, exon 1 and intron 4 have a functional and combined effect on exon 2 splicing, via a coupling mechanism between transcription and splicing. These polymorphisms may affect the phenotype of TRAPS and TRAPS-like patients.
Subject(s)
Gene Expression Regulation/genetics , Hereditary Autoinflammatory Diseases/genetics , Polymorphism, Genetic , Receptors, Tumor Necrosis Factor, Type I/genetics , Adenocarcinoma , Alternative Splicing/genetics , Colonic Neoplasms , Exons/genetics , Fever , Genetic Complementation Test , HEK293 Cells , Haplotypes , Humans , Introns/genetics , Phenotype , Promoter Regions, Genetic/geneticsABSTRACT
Dysspondyloenchondromatosis is a rare form of generalized enchondromatosis associated with spinal involvement. This skeletal dysplasia is characterized by multiple enchondromas present in vertebrae as well as in metaphyseal and diaphyseal parts of the long tubular bones, post-natal short stature, and early development of kyphoscoliosis. A novel heterozygous missense mutation in COL2A1 was recently identified in a patient with dysspondyloenchondromatosis. This suggests that dysspondyloenchondromatosis might expand the already broad spectrum of type II collagenopathies. Here, we report on a young girl with features of dysspondyloenchondromatosis, specifically short stature, thoracoscoliosis, and generalized enchondromas lesions. Sanger sequencing failed to detect a mutation in COL2A1. We therefore suggest that dysspondyloenchondromatosis is a genetically heterogeneous condition.
Subject(s)
Enchondromatosis/diagnosis , Enchondromatosis/genetics , Genetic Heterogeneity , Bone and Bones/diagnostic imaging , Bone and Bones/pathology , Child, Preschool , Collagen Type II/genetics , Facies , Female , Humans , Mutation , Phenotype , Radiography , Spine/pathologyABSTRACT
Autosomal recessive primary microcephaly type 3 (MCPH3) caused by pathogenic variations in CDK5RAP2, is characterized by sensorineural hearing loss, abnormality of skin pigmentation, ocular defects and severe microcephaly associated with neurodevelopmental delay. In this study, we expand the phenotype of MCPH3 as we describe a 10-year-old girl with a biallelic exonic frameshift variant in CDK5RAP2 displaying previously unreported features usually associated with Meier-Gorlin and microcephalic osteodysplastic primordial dwarfism type II (MOPDII). We further describe the clinical phenotype of this form of centrosomal-based primary microcephaly and emphasize the importance of skeletal defect screening in affected individuals.
Subject(s)
Dwarfism , Microcephaly , Osteochondrodysplasias , Female , Humans , Microcephaly/pathology , Dwarfism/genetics , Dwarfism/diagnosis , Osteochondrodysplasias/genetics , Osteochondrodysplasias/diagnosis , Fetal Growth Retardation/genetics , Fetal Growth Retardation/diagnosis , Nerve Tissue Proteins , Cell Cycle Proteins/geneticsABSTRACT
OBJECTIVE: Behçet's disease (BD) is a multisystemic inflammatory disease, mainly characterized by recurrent oral and genital ulcers (GUs), skin lesions and uveitis. Several genetic factors such as the TNF-α gene have been evaluated as contributors to the pathogenesis of BD. We aimed to evaluate the association between six TNF-α SNPs and susceptibility to BD, or the major clinical manifestations, in Moroccan patients. The six SNPs studied were: c.-1211C>T (rs1799964), c.-1043C>A (rs1800630), c.-1037C>T (rs1799724), c.-556G>A (rs1800750), c.-488G>A (rs1800629) and c.-418G>A (rs361525), known as -1031T>C, -863C>A, -857C>T, -376G>A, 308G>A and -238G>A, respectively. METHODS: SNPs were genotyped by direct sequencing in 120 unrelated Moroccan BD and 112 ethnically matched healthy controls. Allele and genotype distributions were compared between groups using chi-square or Fisher's exact tests. RESULTS: The frequency of the -1211C allele was higher in (i) BD patients than in controls [P = 0.02, odds ratio (OR) = 1.68, 95% CI 1.10, 2.56] and in (ii) patients with GUs than in those without (P = 0.002, OR = 3.84, 95% CI 1.55, 9.49). The -418A frequency was lower in patients with uveitis (P = 0.0003, OR = 0.19, 95% CI 0.07, 0.5). CONCLUSION: We report the first association between BD and TNF-α SNPs in Moroccan patients. We mainly observed that -1211C constitutes a susceptibility allele for both BD and GU, as previously reported for other populations. The -418A allele could be considered as a good prognostic factor for anterior uveitis, in Moroccan BD patients.
Subject(s)
Behcet Syndrome/genetics , Genetic Predisposition to Disease , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Tumor Necrosis Factor-alpha/genetics , Adolescent , Adult , Behcet Syndrome/complications , Behcet Syndrome/diagnosis , Female , Gene Frequency , Genotype , Humans , Male , Middle Aged , Morocco , Prognosis , Uveitis, Anterior/diagnosis , Uveitis, Anterior/etiology , Uveitis, Anterior/genetics , Young AdultABSTRACT
Kabuki syndrome (KS) is a rare genetic disorder caused by mutations in two major genes, KMT2D and KDM6A, that are responsible for Kabuki syndrome 1 (KS1, OMIM147920) and Kabuki syndrome 2 (KS2, OMIM300867), respectively. We lack a description of clinical signs to distinguish KS1 and KS2. We used facial morphology analysis to detect any facial morphological differences between the two KS types. We used a facial-recognition algorithm to explore any facial morphologic differences between the two types of KS. We compared several image series of KS1 and KS2 individuals, then compared images of those of Caucasian origin only (12 individuals for each gene) because this was the main ethnicity in this series. We also collected 32 images from the literature to amass a large series. We externally validated results obtained by the algorithm with evaluations by trained clinical geneticists using the same set of pictures. Use of the algorithm revealed a statistically significant difference between each group for our series of images, demonstrating a different facial morphotype between KS1 and KS2 individuals (mean area under the receiver operating characteristic curve = 0.85 [p = 0.027] between KS1 and KS2). The algorithm was better at discriminating between the two types of KS with images from our series than those from the literature (p = 0.0007). Clinical geneticists trained to distinguished KS1 and KS2 significantly recognised a unique facial morphotype, which validated algorithm findings (p = 1.6e-11). Our deep-neural-network-driven facial-recognition algorithm can reveal specific composite gestalt images for KS1 and KS2 individuals.
Subject(s)
Abnormalities, Multiple , Facial Recognition , Hematologic Diseases , Vestibular Diseases , Abnormalities, Multiple/diagnosis , Abnormalities, Multiple/genetics , Face/abnormalities , Hematologic Diseases/diagnosis , Hematologic Diseases/genetics , Humans , Mutation , Vestibular Diseases/diagnosis , Vestibular Diseases/geneticsABSTRACT
This monocentric study included fifteen children under a year old in intensive care with suspected monogenic conditions for rapid trio exome sequencing (rES) between April 2019 and April 2021. The primary outcome was the time from blood sampling to rapid exome sequencing report to parents. All results were available within 16 days and were reported to parents in or under 16 days in 13 of the 15 individuals (86%). Six individuals (40%) received a diagnosis with rES, two had a genetic condition not diagnosed by rES. Eight individuals had their care impacted by their rES results, four were discharged or died before the results. This small-scale study shows that rES can be implemented in a regional University hospital with rapid impactful diagnosis to improve care in critically ill infants.