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1.
Pediatr Res ; 95(7): 1843-1850, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38238566

ABSTRACT

BACKGROUND: Congenital Central Hypoventilation Syndrome (CCHS) has devastating consequences if not diagnosed promptly. Despite identification of the disease-defining gene PHOX2B and a facial phenotype, CCHS remains underdiagnosed. This study aimed to incorporate automated techniques on facial photos to screen for CCHS in a diverse pediatric cohort to improve early case identification and assess a facial phenotype-PHOX2B genotype relationship. METHODS: Facial photos of children and young adults with CCHS were control-matched by age, sex, race/ethnicity. After validating landmarks, principal component analysis (PCA) was applied with logistic regression (LR) for feature attribution and machine learning models for subject classification and assessment by PHOX2B pathovariant. RESULTS: Gradient-based feature attribution confirmed a subtle facial phenotype and models were successful in classifying CCHS: neural network performed best (median sensitivity 90% (IQR 84%, 95%)) on 179 clinical photos (versus LR and XGBoost, both 85% (IQR 75-76%, 90%)). Outcomes were comparable stratified by PHOX2B genotype and with the addition of publicly available CCHS photos (n = 104) using PCA and LR (sensitivity 83-89% (IQR 67-76%, 92-100%). CONCLUSIONS: Utilizing facial features, findings suggest an automated, accessible classifier may be used to screen for CCHS in children with the phenotype and support providers to seek PHOX2B testing to improve the diagnostics. IMPACT: Facial landmarking and principal component analysis on a diverse pediatric and young adult cohort with PHOX2B pathovariants delineated a distinct, subtle CCHS facial phenotype. Automated, low-cost machine learning models can detect a CCHS facial phenotype with a high sensitivity in screening to ultimately refer for disease-defining PHOX2B testing, potentially addressing gaps in disease underdiagnosis and allow for critical, timely intervention.


Subject(s)
Face , Homeodomain Proteins , Hypoventilation , Phenotype , Sleep Apnea, Central , Transcription Factors , Humans , Homeodomain Proteins/genetics , Female , Male , Transcription Factors/genetics , Hypoventilation/congenital , Hypoventilation/diagnosis , Hypoventilation/genetics , Child , Face/abnormalities , Sleep Apnea, Central/diagnosis , Sleep Apnea, Central/genetics , Child, Preschool , Diagnosis, Computer-Assisted/methods , Principal Component Analysis , Adolescent , Machine Learning , Young Adult , Infant , Genotype , Photography , Case-Control Studies , Logistic Models
2.
Am J Respir Crit Care Med ; 205(3): 340-349, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34788206

ABSTRACT

Rationale: Congenital central hypoventilation syndrome (CCHS) is a rare autonomic disorder with altered regulation of breathing, heart rate (HR), and blood pressure (BP). Aberrant cerebral oxygenation in response to hypercapnia/hypoxia in CCHS raises the concern that altered cerebral autoregulation may contribute to CCHS-related, variably impaired neurodevelopment. Objectives: To evaluate cerebral autoregulation in response to orthostatic challenge in CCHS cases versus controls. Methods: CCHS and age- and sex-matched control subjects were studied with head-up tilt (HUT) testing to induce orthostatic stress. Fifty CCHS and 100 control HUT recordings were included. HR, BP, and cerebral oxygen saturation (regional oxygen saturation) were continuously monitored. The cerebral oximetry index (COx), a real-time measure of cerebral autoregulation based on these measures, was calculated. Measurements and Main Results: HUT resulted in a greater mean BP decrease from baseline in CCHS versus controls (11% vs. 6%; P < 0.05) and a diminished increase in HR in CCHS versus controls (11% vs. 18%; P < 0.01) in the 5 minutes after tilt-up. Despite a similar COx at baseline, orthostatic provocation within 5 minutes of tilt-up caused a 50% greater increase in COx (P < 0.01) and a 29% increase in minutes of impaired autoregulation (P < 0.02) in CCHS versus controls (4.0 vs. 3.1 min). Conclusions: Cerebral autoregulatory mechanisms appear to be intact in CCHS, but the greater hypotension observed in CCHS consequent to orthostatic provocation is associated with greater values of COx/impaired autoregulation when BP is below the lower limits of autoregulation. Effects of repeated orthostatic challenges in everyday living in CCHS necessitate further study to determine their influence on neurodevelopmental disease burden.


Subject(s)
Brain/physiopathology , Homeostasis/physiology , Hypotension, Orthostatic/etiology , Hypoventilation/congenital , Oxygen/metabolism , Posture/physiology , Sleep Apnea, Central/physiopathology , Adolescent , Biomarkers/metabolism , Brain/metabolism , Case-Control Studies , Child , Female , Humans , Hypotension, Orthostatic/physiopathology , Hypoventilation/metabolism , Hypoventilation/physiopathology , Male , Oximetry , Sleep Apnea, Central/metabolism , Tilt-Table Test , Young Adult
3.
Proc Natl Acad Sci U S A ; 117(50): 31674-31684, 2020 12 15.
Article in English | MEDLINE | ID: mdl-33257558

ABSTRACT

The standard of clinical care in many pediatric and neonatal neurocritical care units involves continuous monitoring of cerebral hemodynamics using hard-wired devices that physically adhere to the skin and connect to base stations that commonly mount on an adjacent wall or stand. Risks of iatrogenic skin injuries associated with adhesives that bond such systems to the skin and entanglements of the patients and/or the healthcare professionals with the wires can impede clinical procedures and natural movements that are critical to the care, development, and recovery of pediatric patients. This paper presents a wireless, miniaturized, and mechanically soft, flexible device that supports measurements quantitatively comparable to existing clinical standards. The system features a multiphotodiode array and pair of light-emitting diodes for simultaneous monitoring of systemic and cerebral hemodynamics, with ability to measure cerebral oxygenation, heart rate, peripheral oxygenation, and potentially cerebral pulse pressure and vascular tone, through the utilization of multiwavelength reflectance-mode photoplethysmography and functional near-infrared spectroscopy. Monte Carlo optical simulations define the tissue-probing depths for source-detector distances and operating wavelengths of these systems using magnetic resonance images of the head of a representative pediatric patient to define the relevant geometries. Clinical studies on pediatric subjects with and without congenital central hypoventilation syndrome validate the feasibility for using this system in operating hospitals and define its advantages relative to established technologies. This platform has the potential to substantially enhance the quality of pediatric care across a wide range of conditions and use scenarios, not only in advanced hospital settings but also in clinics of lower- and middle-income countries.


Subject(s)
Biosensing Techniques , Cerebrovascular Circulation/physiology , Hemodynamic Monitoring/instrumentation , Neurodevelopmental Disorders/diagnosis , Neurophysiological Monitoring/instrumentation , Adolescent , Child , Child Development/physiology , Child, Preschool , Female , Hemodynamic Monitoring/methods , Humans , Infant , Male , Neurodevelopmental Disorders/physiopathology , Neurophysiological Monitoring/methods , Spectroscopy, Near-Infrared/instrumentation , Wearable Electronic Devices , Wireless Technology/instrumentation
4.
Chest ; 163(6): 1555-1564, 2023 06.
Article in English | MEDLINE | ID: mdl-36610668

ABSTRACT

BACKGROUND: Children and young adults with congenital central hypoventilation syndrome (CCHS) are at risk of cognitive deficits. They experience autonomic dysfunction and chemoreceptor insensitivity measured during ventilatory and orthostatic challenges, but relationships between these features are undefined. RESEARCH QUESTION: Can a biomarker be identified from physiologic responses to ventilatory and orthostatic challenges that is related to neurocognitive outcomes in CCHS? STUDY DESIGN AND METHODS: This retrospective study included 25 children and young adults with CCHS tested over an inpatient stay. Relationships between physiologic measurements during hypercarbic and hypoxic ventilatory challenges, hypoxic ventilatory challenges, and orthostatic challenges and neurocognitive outcomes (by Wechsler intelligence indexes) were examined. Independent variable inclusion was determined by significant associations in Pearson's analyses. Multivariate linear regressions were used to assess relationships between measured physiologic responses to challenges and neurocognitive scores. RESULTS: Significant relationships were identified between areas of fluid intelligence and measures of oxygen saturation (SpO2) and heart rate (HR) during challenges. Specifically, perceptual reasoning was related to HR (adjusted regression [ß] coefficient, -0.68; 95% CI, 1.24 to -0.12; P = .02) during orthostasis. Working memory was related to change in HR (ß, -1.33; 95% CI, -2.61 to -0.05; P = .042) during the hypoxic ventilatory challenge. Processing speed was related to HR (ß, -1.19; 95% CI, -1.93 to -0.46; P = .003) during orthostasis, to baseline SpO2 (hypercarbic and hypoxic ß, 8.57 [95% CI, 1.63-15.51]; hypoxic ß, 8.37 [95% CI, 3.65-13.11]; P = .002 for both) during the ventilatory challenges, and to intrachallenge SpO2 (ß, 5.89; 95% CI, 0.71-11.07; P = .028) during the hypoxic ventilatory challenge. INTERPRETATION: In children and young adults with CCHS, SpO2 and HR-or change in HR-at rest and as a response to hypoxia and orthostasis are related to cognitive outcomes in domains of known risk, particularly fluid reasoning. These findings can guide additional research on the usefulness of these as biomarkers in understanding the impact of daily physical stressors on neurodevelopment in this high-risk group.


Subject(s)
Dizziness , Sleep Apnea, Central , Humans , Child , Young Adult , Retrospective Studies , Hypoventilation/diagnosis , Hypoxia/diagnosis , Hypercapnia , Biomarkers
5.
Pediatr Res ; 71(3): 280-5, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22278185

ABSTRACT

INTRODUCTION: Congenital central hypoventilation syndrome (CCHS) is characterized by alveolar hypoventilation, autonomic nervous system (ANS) dysregulation (ANSD), and mutations in the paired-like homeobox 2B (PHOX2B) gene. ANSD in CCHS affects multiple systems and includes ophthalmologic abnormalities. We hypothesized that quantitative pupil measures, obtained using pupillometry, would vary between cases with CCHS and controls and within those with CCHS by PHOX2B genotype. RESULTS: Measures known to be illustrative of sympathetic and parasympathetic response (prestimulus, maximum pupil diameter, percentage of pupil constriction after light stimulus, and average constriction and dilation velocities) were significantly reduced in those with CCHS as compared with controls (all P < 0.05). DISCUSSION: These reductions are indicative of both sympathetic and parasympathetic deficits in CCHS, which is in keeping with the role of PHOX2B in ANS development. An inverse linear relationship was apparent in pupil diameter and velocity measurements among the cases with CCHS with the most common heterozygous PHOX2B polyalanine expansion repeat mutations, suggesting a graded phenotype/genotype dose response based on polyalanine repeat length. These results confirm our central hypotheses while offering the first objective measures of pupillary dysfunction and ophthalmologic-specific ANSD in CCHS. METHODS: A total of 316 monocular measurements were taken under dark-adapted conditions with a fixed light stimulus from 22 PHOX2B mutation-confirmed cases with CCHS and 68 healthy controls.


Subject(s)
Autonomic Nervous System Diseases/physiopathology , Hypoventilation/congenital , Ophthalmology/methods , Pupil/physiology , Reflex, Pupillary/physiology , Sleep Apnea, Central/physiopathology , Adolescent , Autonomic Nervous System Diseases/diagnosis , Case-Control Studies , Child , Child, Preschool , Female , Genotype , Homeodomain Proteins/genetics , Humans , Hypoventilation/genetics , Hypoventilation/physiopathology , Infant , Male , Mutation/genetics , Parasympathetic Nervous System/physiopathology , Sleep Apnea, Central/genetics , Sympathetic Nervous System/physiopathology , Transcription Factors/genetics , Young Adult
6.
J Clin Sleep Med ; 18(3): 937-944, 2022 Mar 01.
Article in English | MEDLINE | ID: mdl-34694990

ABSTRACT

Rapid-onset obesity with hypothalamic dysfunction, hypoventilation, and autonomic dysregulation (ROHHAD) is a rare cause of syndromic obesity with risk of cardiorespiratory arrest and neural crest tumor. No ROHHAD-specific genetic test exists at present. Rapid weight gain of 20-30 pounds, typically between ages 2-7 years in an otherwise healthy child, followed by multiple endocrine abnormalities herald the ROHHAD phenotype. Vigilant monitoring for asleep hypoventilation (and later awake) is mandatory as hypoventilation and altered control of breathing can emerge rapidly, necessitating artificial ventilation as life support. Recurrent hypoxemia may lead to cor pulmonale and/or right ventricular hypertrophy. Autonomic dysregulation is variably manifest. Here we describe the disease onset with "unfolding" of the phenotype in a child with ROHHAD, demonstrating the presentation complexity, need for a well-synchronized team approach, and optimized management that led to notable improvement ("refolding") in many aspects of the child's ROHHAD phenotype over 10 years of care. CITATION: Khaytin I, Stewart TM, Zelko FA, et al. Evolution of physiologic and autonomic phenotype in rapid-onset obesity with hypothalamic dysfunction, hypoventilation, and autonomic dysregulation over a decade from age at diagnosis. J Clin Sleep Med. 2022;18(3):937-944.


Subject(s)
Autonomic Nervous System Diseases , Hypothalamic Diseases , Autonomic Nervous System Diseases/complications , Autonomic Nervous System Diseases/diagnosis , Humans , Hypothalamic Diseases/complications , Hypothalamic Diseases/diagnosis , Hypothalamic Diseases/genetics , Hypoventilation/genetics , Obesity/complications , Obesity/diagnosis , Phenotype
7.
Pediatr Pulmonol ; 53(4): 492-497, 2018 04.
Article in English | MEDLINE | ID: mdl-29327497

ABSTRACT

OBJECTIVE: To investigate neurocognitive deficits in children with Congenital Central Hypoventilation Syndrome (CCHS) by comparing them to their parents, since parents comprise a particularly suitable control group matched on disease-extrinsic factors that can influence neurocognitive functioning. We compared CCHS patients to their parents and to population norms, hypothesizing that they would obtain lower intelligence test scores than both groups. We also compared patient-parent differences against patient-normative differences, to determine whether the two analytic approaches would yield different results. METHODS: We administered an intelligence screening, the Shipley-2, to 21 school-aged patients (age 14.2 ± 5.5 years) with PHOX2B mutation-confirmed CCHS and their parents. Patients also received detailed clinical intellectual assessments using the Wechsler scales. RESULTS: CCHS patients scored significantly below parents on Shipley-2 indices of intelligence, vocabulary, and abstraction, with a trend for perceptual reasoning. The CCHS patients scored significantly below population norms on indices of abstraction and perceptual reasoning. Patient-parent differences were significantly larger than patient-normative differences for vocabulary scores. CCHS patients scored significantly below population norms on Wechsler indices of intelligence, perceptual reasoning, working memory, and processing speed. CONCLUSIONS: CCHS may affect a broader range of cognitive abilities than previous research based on comparisons to population norms has indicated. Comparisons of CCHS children to their parents reveal deficits of vocabulary and abstract reasoning which have not been previously identified. A full understanding of the neurocognitive impact of CCHS requires comparisons between patients and other individuals such as friends, parents, or siblings who closely resemble them on disease-extrinsic characteristics.


Subject(s)
Cognitive Dysfunction/psychology , Hypoventilation/congenital , Parents/psychology , Sleep Apnea, Central/psychology , Adolescent , Adult , Aged , Child , Female , Humans , Hypoventilation/psychology , Male , Middle Aged , Psychological Tests , Young Adult
8.
Pediatr Pulmonol ; 51(3): 300-7, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26086998

ABSTRACT

BACKGROUND: Congenital central hypoventilation syndrome (CCHS) is a rare neurocristopathy, which includes a control of breathing deficit and features of autonomic nervous system (ANS) dysregulation. In recognition of the fundamental role of the ANS in temperature regulation and rhythm and the lack of any prior characterization of circadian temperature rhythms in CCHS, we sought to explore peripheral and core temperatures and circadian patterning. We hypothesized that CCHS patients would exhibit lower peripheral skin temperatures (PST), variability, and circadian rhythmicity (vs. controls), as well as a disrupted relationship between core body temperature (CBT) and PST. METHODS: PST was sampled every 3 min over four 24-hr periods in CCHS cases and similarly aged controls. CBT was sampled in a subset of these recordings. RESULTS: PST was recorded from 25 CCHS cases (110,664 measures/230 days) and 39 controls (78,772 measures/164 days). Simultaneous CBT measurements were made from 23 CCHS patients. In CCHS, mean PST was lower overall (P = 0.03) and at night (P = 0.02), and PST variability (interquartile range) was higher at night (P = 0.05) (vs. controls). PST circadian rhythm remained intact but the phase relationship of PST to CBT rhythm was extremely variable in CCHS. CONCLUSIONS: PST alterations in CCHS likely reflect altered autonomic control of peripheral vascular tone. These alterations represent a previously unreported manifestation of CCHS and may provide an opportunity for therapeutic intervention. The relationship between temperature dysregulation and CCHS may also offer insight into basic mechanisms underlying thermoregulation.


Subject(s)
Body Temperature/physiology , Circadian Rhythm/physiology , Hypoventilation/congenital , Sleep Apnea, Central/physiopathology , Adolescent , Adult , Child , Child, Preschool , Female , Homeodomain Proteins/genetics , Humans , Hypoventilation/genetics , Hypoventilation/physiopathology , Infant , Male , Respiration , Sleep Apnea, Central/genetics , Transcription Factors/genetics , Young Adult
9.
Pediatr Pulmonol ; 50(12): 1336-45, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25776886

ABSTRACT

Hypoventilation is a defining feature of Rapid-onset Obesity with Hypothalamic dysfunction, Hypoventilation and Autonomic Dysregulation (ROHHAD), a rare respiratory and autonomic disorder. This chronic hypoventilation has been explained as the result of dysfunctional chemosensory control circuits, possibly affecting peripheral afferent input, central integration, or efferent motor control. However, chemosensory function has never been quantified in a cohort of ROHHAD patients. Therefore, the purpose of this study was to assess the response to awake ventilatory challenge testing in children and adolescents with ROHHAD. The ventilatory, cardiovascular and cerebrovascular responses in 25 distinct comprehensive physiological recordings from seven unique ROHHAD patients to three different gas mixtures were analyzed at breath-to-breath and beat-to-beat resolution as absolute measures, as change from baseline, or with derived metrics. Physiologic measures were recorded during a 3-min baseline period of room air, a 3-min gas exposure (of 100% O2; 95% O2, 5% CO2; or 14% O2, 7% CO2 balanced with N2), and a 3-min recovery period. An additional hypoxic challenge was conducted which consisted of either five or seven tidal breaths of 100% N2. While ROHHAD cases showed a diminished VT and inspiratory drive response to hypoxic hypercapnia and absent behavioral awareness of the physiologic compromise, most ventilatory, cardiovascular, and cerebrovascular measures were similar to those of previously published controls using an identical protocol, suggesting a mild chemosensory deficit. Nonetheless, the high mortality rate, comorbidity and physiological fragility of patients with ROHHAD demand continued clinical vigilance.


Subject(s)
Autonomic Nervous System Diseases/physiopathology , Carbon Dioxide/administration & dosage , Hypothalamic Diseases/physiopathology , Hypoventilation/physiopathology , Obesity/physiopathology , Oxygen/administration & dosage , Adolescent , Blood Pressure/physiology , Brain/blood supply , Child , Child, Preschool , Female , Heart Rate/physiology , Humans , Hypercapnia/physiopathology , Hyperoxia/physiopathology , Hypoxia/physiopathology , Male , Nitrogen/administration & dosage , Spectroscopy, Near-Infrared , Syndrome , Tidal Volume/physiology
10.
J Appl Physiol (1985) ; 116(4): 439-50, 2014 Feb 15.
Article in English | MEDLINE | ID: mdl-24381123

ABSTRACT

Congenital central hypoventilation syndrome (CCHS) is a neurodevelopmental disorder characterized by life-threatening hypoventilation, possibly resulting from disruption of central chemosensory integration. However, animal models suggest the possibility of residual chemosensory function in the human disease. Cardioventilatory function in a large cohort with CCHS and verified paired-like homeobox 2B (PHOX2B) mutations was assessed to determine the extent and genotype dependence of any residual chemosensory function in these patients. As part of inpatient clinical care and evaluation, 64 distinct studies from 32 infants, children, and young adults with the disorder were evaluated for physiological response to three different inspired steady-state gas exposures of 3 min each: hyperoxia [100% oxygen (O2)]; hyperoxic hypercapnia [95% O2 and 5% carbon dioxide (CO2)]; and hypoxic hypercapnia [14% O2 and 7% CO2 balanced with nitrogen (N2)]. These were followed by a hypoxia challenge consisting of five or seven breaths of N2 (100% N2). In addition, a control group of 15 young adults was exposed to all but the hypoxic challenge. Comprehensive monitoring was used to derive breath-to-breath and beat-to-beat measures of ventilatory, cardiovascular, and cerebrovascular function. On average, patients showed a residual awake ventilatory response to chemosensory challenge, independent of the specific patient PHOX2B genotype. Graded dysfunction in cardiovascular regulation was found to associate with genotype, suggesting differential effects on different autonomic subsystems. In addition, differences between cases and controls in the cerebrovascular response to chemosensory challenge may indicate alterations in cerebral autoregulation. Thus residual cardiorespiratory responses suggest partial preservation of central nervous system networks that could provide a fulcrum for potential pharmacological interventions.


Subject(s)
Brain/metabolism , Chemoreceptor Cells/metabolism , Hypoventilation/congenital , Pulmonary Ventilation , Sleep Apnea, Central/metabolism , Adolescent , Adult , Brain/physiopathology , Case-Control Studies , Child , Child, Preschool , Female , Genetic Predisposition to Disease , Homeodomain Proteins/genetics , Humans , Hypercapnia/metabolism , Hypercapnia/physiopathology , Hyperoxia/metabolism , Hyperoxia/physiopathology , Hypoventilation/genetics , Hypoventilation/metabolism , Hypoventilation/physiopathology , Infant , Male , Mutation , Phenotype , Sleep Apnea, Central/genetics , Sleep Apnea, Central/physiopathology , Time Factors , Transcription Factors/genetics , Young Adult
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