1
|
Zheng H, Zhang D, Gan Y, Peng Z, Wu Y, Xiang W. Identification of potential biomarkers for cerebral palsy and the development of prediction models. Exp Biol Med (Maywood) 2024; 249:10101. [PMID: 39045601 PMCID: PMC11263922 DOI: 10.3389/ebm.2024.10101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 06/25/2024] [Indexed: 07/25/2024] Open
Abstract
Cerebral palsy (CP) is a prevalent motor disorder originating from early brain injury or malformation, with significant variability in its clinical presentation and etiology. Early diagnosis and personalized therapeutic interventions are hindered by the lack of reliable biomarkers. This study aims to identify potential biomarkers for cerebral palsy and develop predictive models to enhance early diagnosis and prognosis. We conducted a comprehensive bioinformatics analysis of gene expression profiles in muscle samples from CP patients to identify candidate biomarkers. Six key genes (CKMT2, TNNT2, MYH4, MYH1, GOT1, and LPL) were validated in an independent cohort, and potential biological pathways and molecular networks involved in CP pathogenesis were analyzed. The importance of processes such as functional regulation, energy metabolism, and cell signaling pathways in the muscles of CP patients was emphasized. Predictive models of muscle sample biomarkers related to CP were developed and visualized. Calibration curves and receiver operating characteristic analysis demonstrated that the predictive models exhibit high sensitivity and specificity in distinguishing individuals at risk of CP. The identified biomarkers and developed prediction models offer significant potential for early diagnosis and personalized management of CP. Future research should focus on validating these biomarkers in larger cohorts and integrating them into clinical practice to improve outcomes for individuals with CP.
Collapse
Affiliation(s)
- Haoyang Zheng
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Duo Zhang
- Department of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Yong Gan
- Department of Social Medicine and Health Management, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zesheng Peng
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yuyi Wu
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Wei Xiang
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| |
Collapse
|
2
|
Fearon C, Grippe TC, Chen R, Lang AE. Early-Onset Neurodevelopmental Movement Disorder Secondary to Novel Mutation in KCNN2. Mov Disord Clin Pract 2022; 9:S9-S12. [PMID: 36118511 PMCID: PMC9464988 DOI: 10.1002/mdc3.13535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 12/29/2021] [Accepted: 01/06/2022] [Indexed: 11/06/2022] Open
Affiliation(s)
- Conor Fearon
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital—UHN, Division of NeurologyUniversity of TorontoTorontoOntarioCanada
| | - Talyta Cortez Grippe
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital—UHN, Division of NeurologyUniversity of TorontoTorontoOntarioCanada
| | - Robert Chen
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital—UHN, Division of NeurologyUniversity of TorontoTorontoOntarioCanada
| | - Anthony E. Lang
- Edmond J. Safra Program in Parkinson's Disease, Morton and Gloria Shulman Movement Disorders Clinic, Toronto Western Hospital—UHN, Division of NeurologyUniversity of TorontoTorontoOntarioCanada
| |
Collapse
|
3
|
Kim MJ, Yum MS, Seo GH, Ko TS, Lee BH. Phenotypic and Genetic Complexity in Pediatric Movement Disorders. Front Genet 2022; 13:829558. [PMID: 35719373 PMCID: PMC9198294 DOI: 10.3389/fgene.2022.829558] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 05/06/2022] [Indexed: 11/13/2022] Open
Abstract
The complex and evolving nature of clinical phenotypes have made genetically diagnosing pediatric patients with movement disorders difficult. Here, we describe this diverse complexity in the clinical and genetic features of a pediatric cohort examined by whole-exome sequencing (WES) and demonstrate the clinical benefit of WES as a diagnostic tool in a pediatric cohort. We evaluated 75 patients with diverse single or combined movement phenomenologies using WES. WES identified 42 variants in 37 genes (56.0%). The detection rate was highest in patients with dystonia (11/13, 84.6%), followed by ataxia (21/38, 55.3%), myoclonus (3/6, 50.0%), unspecified dyskinesia (1/4, 25.0%), tremor (1/1, 100%), respectively. Most genetically diagnosed patients (90.5%) were affected by other neurologic or systemic manifestations; congenital hypotonia (66.7%), and epilepsy (42.9%) were the most common phenotypes. The genetic diagnosis changed the clinical management for five patients (6.7%), including treatments targeting molecular abnormalities, and other systemic surveillance such as cancer screening. Early application of WES yields a high diagnostic rate in pediatric movement disorders, which can overcome the limitations of the traditional phenotype-driven strategies due to the diverse phenotypic and genetic complexity. Additionally, this early genetic diagnosis expands the patient’s clinical spectrum and provides an opportunity for tailored treatment.
Collapse
Affiliation(s)
- Min-Jee Kim
- Department of Pediatrics, Asan Medical Center Children’s Hospital, Ulsan University College of Medicine, Seoul, South Korea
| | - Mi-Sun Yum
- Department of Pediatrics, Asan Medical Center Children’s Hospital, Ulsan University College of Medicine, Seoul, South Korea
- *Correspondence: Mi-Sun Yum, ; Beom Hee Lee,
| | | | - Tae-Sung Ko
- Department of Pediatrics, Asan Medical Center Children’s Hospital, Ulsan University College of Medicine, Seoul, South Korea
| | - Beom Hee Lee
- Department of Genetics, Asan Medical Center, Ulsan University College of Medicine, Seoul, South Korea
- *Correspondence: Mi-Sun Yum, ; Beom Hee Lee,
| |
Collapse
|
4
|
do Valle DA, Santos MLSF, Zeny MS, Cordeiro ML. Pediatric Anti-N-methyl-D-aspartate Receptor Encephalitis Mimicking Glutaric Aciduria Type 1: A Case Report. Front Neurol 2020; 11:587324. [PMID: 33193053 PMCID: PMC7649249 DOI: 10.3389/fneur.2020.587324] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 09/17/2020] [Indexed: 01/17/2023] Open
Abstract
Anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis is an immune-mediated disease that induces a wide spectrum of symptoms, especially in toddlers. These include acute-onset movement disorders, with neurological regression, and other associated neurological symptoms. Anti-NMDAR encephalitis remains a diagnostic challenge, especially in toddlers, with better prognosis associated with early treatment. We report the case of a 15-months-old boy who initially presented with vomiting and later with acute-onset dystonia after the administration of antiemetics. Within 14 days, the patient developed neuropsychomotor developmental regression and worsening dystonia. After ruling out an acute dystonic reaction and glutaric acidemia type 1 (GA-1), a final diagnosis of anti-NMDAR encephalitis was made. The patient responded well to immunomodulatory therapy. The present case underscores the importance of early treatment for patient prognosis and of including anti-NMDAR encephalitis in the differential diagnosis of acute-onset movement disorders.
Collapse
Affiliation(s)
- Daniel Almeida do Valle
- Department of Neurology, Children's Hospital Pequeno Príncipe, Curitiba, Brazil.,Faculdades Pequeno Principe, Curitiba, Brazil.,Research Institute Pelé Pequeno Príncipe, Curitiba, Brazil
| | - Mara Lúcia Schmitz Ferreira Santos
- Department of Neurology, Children's Hospital Pequeno Príncipe, Curitiba, Brazil.,Research Institute Pelé Pequeno Príncipe, Curitiba, Brazil
| | - Michelle Silva Zeny
- Department of Neurology, Children's Hospital Pequeno Príncipe, Curitiba, Brazil.,Faculdades Pequeno Principe, Curitiba, Brazil.,Research Institute Pelé Pequeno Príncipe, Curitiba, Brazil
| | - Mara L Cordeiro
- Faculdades Pequeno Principe, Curitiba, Brazil.,Research Institute Pelé Pequeno Príncipe, Curitiba, Brazil.,Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, Los Angeles, LA, United States
| |
Collapse
|
5
|
Saini AG, Sharma S. Movement Disorders in Inherited Metabolic Diseases in Children. Ann Indian Acad Neurol 2020; 23:332-337. [PMID: 32606521 PMCID: PMC7313556 DOI: 10.4103/aian.aian_612_19] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 11/26/2019] [Accepted: 01/21/2020] [Indexed: 12/11/2022] Open
Abstract
Movement disorders are one of the important neurological manifestations of inherited metabolic disorders. Important clues to the presence of an underlying inborn error of metabolism are early onset, presence of neuroregression or degeneration, parental consanguinity, sibling affection, paroxysmal events, waxing and waning course, skin or hair changes, absence of a perinatal insult or any structural cause, and presence of identifiable triggers. It is particularly important to recognize this class of movement disorders as several of them are eminently treatable and may often need disease-specific therapy besides symptomatic treatment. The current review focusses on the movement disorders associated with inherited metabolic defects in children, with emphasis on treatable disorders.
Collapse
Affiliation(s)
- Arushi Gahlot Saini
- Department of Pediatrics, Advanced Pediatric Center, Postgraduate Institute of Medical Education and Research, Chandigarh, India
| | - Suvasini Sharma
- Department of Pediatrics, Lady Hardinge Medical College and Associated Kalawati Saran, Children's Hospital, New Delhi, India
| |
Collapse
|