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1.
Am J Med Genet A ; 182(12): 2939-2950, 2020 12.
Article in English | MEDLINE | ID: mdl-32985117

ABSTRACT

Rubinstein-Taybi syndrome (RSTS) is an autosomal dominant disorder, caused by loss-of-function variants in CREBBP or EP300. Affected individuals present with distinctive craniofacial features, broad thumbs and/or halluces, and intellectual disability. RSTS phenotype has been well characterized in individuals of European descent but not in other populations. In this study, individuals from diverse populations with RSTS were assessed by clinical examination and facial analysis technology. Clinical data of 38 individuals from 14 different countries were analyzed. The median age was 7 years (age range: 7 months to 47 years), and 63% were females. The most common phenotypic features in all population groups included broad thumbs and/or halluces in 97%, convex nasal ridge in 94%, and arched eyebrows in 92%. Face images of 87 individuals with RSTS (age range: 2 months to 47 years) were collected for evaluation using facial analysis technology. We compared images from 82 individuals with RSTS against 82 age- and sex-matched controls and obtained an area under the receiver operating characteristic curve (AUC) of 0.99 (p < .001), demonstrating excellent discrimination efficacy. The discrimination was, however, poor in the African group (AUC: 0.79; p = .145). Individuals with EP300 variants were more effectively discriminated (AUC: 0.95) compared with those with CREBBP variants (AUC: 0.93). This study shows that clinical examination combined with facial analysis technology may enable earlier and improved diagnosis of RSTS in diverse populations.


Subject(s)
E1A-Associated p300 Protein/genetics , Ethnicity/genetics , Face/abnormalities , Genetics, Population , Mutation , Rubinstein-Taybi Syndrome/epidemiology , Adolescent , Adult , Case-Control Studies , Child , Child, Preschool , Cohort Studies , Female , Genetic Association Studies , Humans , Infant , International Agencies , Male , Middle Aged , Prognosis , Rubinstein-Taybi Syndrome/genetics , Rubinstein-Taybi Syndrome/pathology , Young Adult
2.
Am J Med Genet A ; 182(2): 303-313, 2020 02.
Article in English | MEDLINE | ID: mdl-31854143

ABSTRACT

Turner syndrome (TS) is a common multiple congenital anomaly syndrome resulting from complete or partial absence of the second X chromosome. In this study, we explore the phenotype of TS in diverse populations using clinical examination and facial analysis technology. Clinical data from 78 individuals and images from 108 individuals with TS from 19 different countries were analyzed. Individuals were grouped into categories of African descent (African), Asian, Latin American, Caucasian (European descent), and Middle Eastern. The most common phenotype features across all population groups were short stature (86%), cubitus valgus (76%), and low posterior hairline 70%. Two facial analysis technology experiments were conducted: TS versus general population and TS versus Noonan syndrome. Across all ethnicities, facial analysis was accurate in diagnosing TS from frontal facial images as measured by the area under the curve (AUC). An AUC of 0.903 (p < .001) was found for TS versus general population controls and 0.925 (p < .001) for TS versus individuals with Noonan syndrome. In summary, we present consistent clinical findings from global populations with TS and additionally demonstrate that facial analysis technology can accurately distinguish TS from the general population and Noonan syndrome.


Subject(s)
Abnormalities, Multiple/epidemiology , Face/abnormalities , Noonan Syndrome/epidemiology , Turner Syndrome/epidemiology , Abnormalities, Multiple/diagnosis , Abnormalities, Multiple/genetics , Abnormalities, Multiple/physiopathology , Adolescent , Adult , Asian People/genetics , Child , Child, Preschool , Chromosomes, Human, X/genetics , Face/pathology , Facial Recognition , Female , Hispanic or Latino/genetics , Humans , Infant , Infant, Newborn , Male , Middle Aged , Noonan Syndrome/diagnosis , Noonan Syndrome/genetics , Noonan Syndrome/physiopathology , Phenotype , Population Surveillance , Turner Syndrome/diagnosis , Turner Syndrome/genetics , Turner Syndrome/physiopathology , White People/genetics , Young Adult
3.
Am J Med Genet A ; 173(4): 879-888, 2017 Apr.
Article in English | MEDLINE | ID: mdl-28328118

ABSTRACT

22q11.2 deletion syndrome (22q11.2 DS) is the most common microdeletion syndrome and is underdiagnosed in diverse populations. This syndrome has a variable phenotype and affects multiple systems, making early recognition imperative. In this study, individuals from diverse populations with 22q11.2 DS were evaluated clinically and by facial analysis technology. Clinical information from 106 individuals and images from 101 were collected from individuals with 22q11.2 DS from 11 countries; average age was 11.7 and 47% were male. Individuals were grouped into categories of African descent (African), Asian, and Latin American. We found that the phenotype of 22q11.2 DS varied across population groups. Only two findings, congenital heart disease and learning problems, were found in greater than 50% of participants. When comparing the clinical features of 22q11.2 DS in each population, the proportion of individuals within each clinical category was statistically different except for learning problems and ear anomalies (P < 0.05). However, when Africans were removed from analysis, six additional clinical features were found to be independent of ethnicity (P ≥ 0.05). Using facial analysis technology, we compared 156 Caucasians, Africans, Asians, and Latin American individuals with 22q11.2 DS with 156 age and gender matched controls and found that sensitivity and specificity were greater than 96% for all populations. In summary, we present the varied findings from global populations with 22q11.2 DS and demonstrate how facial analysis technology can assist clinicians in making accurate 22q11.2 DS diagnoses. This work will assist in earlier detection and in increasing recognition of 22q11.2 DS throughout the world.


Subject(s)
Biometric Identification/methods , DiGeorge Syndrome/diagnosis , Heart Defects, Congenital/diagnosis , Image Interpretation, Computer-Assisted/methods , Learning Disabilities/diagnosis , Adolescent , Adult , Asian People , Black People , Child , Child, Preschool , Chromosomes, Human, Pair 22/chemistry , DiGeorge Syndrome/ethnology , DiGeorge Syndrome/genetics , DiGeorge Syndrome/pathology , Facies , Female , Heart Defects, Congenital/ethnology , Heart Defects, Congenital/genetics , Heart Defects, Congenital/pathology , Hispanic or Latino , Humans , In Situ Hybridization, Fluorescence , Infant , Infant, Newborn , Learning Disabilities/ethnology , Learning Disabilities/genetics , Learning Disabilities/physiopathology , Male , Phenotype , White People
4.
Am J Med Genet A ; 173(1): 42-53, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27991738

ABSTRACT

Down syndrome is the most common cause of cognitive impairment and presents clinically with universally recognizable signs and symptoms. In this study, we focus on exam findings and digital facial analysis technology in individuals with Down syndrome in diverse populations. Photos and clinical information were collected on 65 individuals from 13 countries, 56.9% were male and the average age was 6.6 years (range 1 month to 26 years; SD = 6.6 years). Subjective findings showed that clinical features were different across ethnicities (Africans, Asians, and Latin Americans), including brachycephaly, ear anomalies, clinodactyly, sandal gap, and abundant neck skin, which were all significantly less frequent in Africans (P < 0.001, P < 0.001, P < 0.001, P < 0.05, and P < 0.05, respectively). Evaluation using a digital facial analysis technology of a larger diverse cohort of newborns to adults (n = 129 cases; n = 132 controls) was able to diagnose Down syndrome with a sensitivity of 0.961, specificity of 0.924, and accuracy of 0.943. Only the angles at medial canthus and ala of the nose were common significant findings amongst different ethnicities (Caucasians, Africans, and Asians) when compared to ethnically matched controls. The Asian group had the least number of significant digital facial biometrics at 4, compared to Caucasians at 8 and Africans at 7. In conclusion, this study displays the wide variety of findings across different geographic populations in Down syndrome and demonstrates the accuracy and promise of digital facial analysis technology in the diagnosis of Down syndrome internationally. © 2016 Wiley Periodicals, Inc.


Subject(s)
Down Syndrome/diagnosis , Down Syndrome/epidemiology , Facies , Genetic Association Studies , Phenotype , Population Groups/statistics & numerical data , Population Surveillance , Adolescent , Adult , Biomarkers , Case-Control Studies , Child , Child, Preschool , Down Syndrome/genetics , Female , Humans , Infant , Infant, Newborn , Male , Population Groups/genetics , Sensitivity and Specificity , Young Adult
5.
Saudi J Kidney Dis Transpl ; 26(3): 489-96, 2015.
Article in English | MEDLINE | ID: mdl-26022019

ABSTRACT

Little is known about cardiac surgery-associated acute kidney injury (CS-AKI) in children in developing regions of the world. The study aimed to determine the prevalence of CSAKI, associated factors and its impact on mortality and utilization of hospital services. The hospital records of children aged 0-17 years who underwent CS at an Indian hospital were reviewed. CS-AKI was defined as a rise in serum creatinine of ≥0.3 mg/dL in any 48 h and or by urine output <0.5 mL/kg/h for an 8-h period in the first five days after CS. The study included 323 children with a median age of one year (0.04-17), of whom 22 (6.8%) were neonates and 18.3% had a single ventricle. About 60% of the children had Risk Adjusted Congenital Heart Surgery-I category 1 or 2 interventions. CS-AKI occurred in 39 children (12.1%). Factors associated with CS-AKI were sepsis and intraand post-operative hypotension. In-hospital mortality was six-fold higher in children who developed CS-AKI. CS-AKI was associated with two to three days more of mechanical ventilation and Intensive care unit stay. CS-AKI occurs in children in developing countries, but at a lower frequency mainly due to the predominance of post-neonatal children undergoing less-complex CSs. CS-AKI was associated with higher in-hospital mortality and increased utilization of hospital services. Factors associated with CS-AKI included intraand post-operative hypotension and sepsis.

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