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Sutter EN, Legare JM, Villegas MA, Collins KM, Eickhoff J, Gillick BT. Evidence-Based Infant Assessment for Cerebral Palsy: Diagnosis Timelines and Intervention Access in a Newborn Follow-up Setting. J Child Neurol 2024; 39:461-469. [PMID: 39262331 PMCID: PMC11523066 DOI: 10.1177/08830738241279690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
Evidence-based assessment pathways inform early detection of cerebral palsy and access to intervention. This study investigated the relationships between early evidence-based assessments, diagnosis timeline, and rehabilitation intervention access in a population of children with cerebral palsy who were seen between 2010 and 2022 at the University of Wisconsin Waisman Center Newborn Follow Up Clinic. Cerebral palsy-specific assessments were increasingly integrated after the publication of early detection guidelines by Novak et al. in 2017. Age at cerebral palsy first mention (high risk for cerebral palsy) decreased over time, although age at diagnosis remained similar. Infants who received multiple evidence-based assessments were diagnosed at a younger age. Ninety-nine percent of children were referred to rehabilitation therapies before diagnosis. Infant age at referral to outpatient therapies decreased over time. This study provides novel clinical data on diagnosis timelines and identifies remaining gaps related to implementation feasibility toward improved early diagnosis and intervention access.
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Affiliation(s)
- Ellen N. Sutter
- Waisman Center, University of Wisconsin-Madison, Madison, USA
- Department of Pediatrics, University of Wisconsin-Madison, Madison, USA
- Department of Family Medicine and Community Health, University of Minnesota, Minneapolis, USA
| | - Janet M. Legare
- Waisman Center, University of Wisconsin-Madison, Madison, USA
- Department of Pediatrics, University of Wisconsin-Madison, Madison, USA
| | - Melissa A. Villegas
- Waisman Center, University of Wisconsin-Madison, Madison, USA
- Department of Pediatrics, University of Wisconsin-Madison, Madison, USA
| | - Kellie M. Collins
- Waisman Center, University of Wisconsin-Madison, Madison, USA
- Department of Pediatrics, University of Wisconsin-Madison, Madison, USA
| | - Jens Eickhoff
- Department of Biostatistics and Informatics, University of Wisconsin-Madison, Madison, USA
| | - Bernadette T. Gillick
- Waisman Center, University of Wisconsin-Madison, Madison, USA
- Department of Pediatrics, University of Wisconsin-Madison, Madison, USA
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Balta D, Kuo H, Wang J, Porco IG, Morozova O, Schladen MM, Cereatti A, Lum PS, Della Croce U. Characterization of Infants' General Movements Using a Commercial RGB-Depth Sensor and a Deep Neural Network Tracking Processing Tool: An Exploratory Study. SENSORS (BASEL, SWITZERLAND) 2022; 22:7426. [PMID: 36236525 PMCID: PMC9572717 DOI: 10.3390/s22197426] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 09/23/2022] [Accepted: 09/26/2022] [Indexed: 06/16/2023]
Abstract
Cerebral palsy, the most common childhood neuromotor disorder, is often diagnosed through visual assessment of general movements (GM) in infancy. This skill requires extensive training and is thus difficult to implement on a large scale. Automated analysis of GM performed using low-cost instrumentation in the home may be used to estimate quantitative metrics predictive of movement disorders. This study explored if infants' GM may be successfully evaluated in a familiar environment by processing the 3D trajectories of points of interest (PoI) obtained from recordings of a single commercial RGB-D sensor. The RGB videos were processed using an open-source markerless motion tracking method which allowed the estimation of the 2D trajectories of the selected PoI and a purposely developed method which allowed the reconstruction of their 3D trajectories making use of the data recorded with the depth sensor. Eight infants' GM were recorded in the home at 3, 4, and 5 months of age. Eight GM metrics proposed in the literature in addition to a novel metric were estimated from the PoI trajectories at each timepoint. A pediatric neurologist and physiatrist provided an overall clinical evaluation from infants' video. Subsequently, a comparison between metrics and clinical evaluation was performed. The results demonstrated that GM metrics may be meaningfully estimated and potentially used for early identification of movement disorders.
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Affiliation(s)
- Diletta Balta
- Department of Electronics and Telecommunications, Politecnico di Torino, 10129 Torino, Italy
| | - HsinHung Kuo
- Department of Biomedical Engineering, The Catholic University of America, Washington, DC 20064, USA
| | - Jing Wang
- Department of Biomedical Engineering, The Catholic University of America, Washington, DC 20064, USA
| | | | - Olga Morozova
- Children’s National Hospital, Washington, DC 20010, USA
| | - Manon Maitland Schladen
- Department of Biomedical Engineering, The Catholic University of America, Washington, DC 20064, USA
- Department of Rehabilitation Medicine, Georgetown University Medical Center, Washington, DC 20057, USA
| | - Andrea Cereatti
- Department of Electronics and Telecommunications, Politecnico di Torino, 10129 Torino, Italy
| | - Peter Stanley Lum
- Department of Biomedical Engineering, The Catholic University of America, Washington, DC 20064, USA
| | - Ugo Della Croce
- Department of Biomedical Sciences, University of Sassari, 07100 Sassari, Italy
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Jantzie L, Muthukumar S, Kitase Y, Vasan V, Fouda MA, Hamimi S, Burkhardt C, Burton VJ, Gerner G, Scafidi J, Ye X, Northington F, Robinson S. Infantile Cocktail of Erythropoietin and Melatonin Restores Gait in Adult Rats with Preterm Brain Injury. Dev Neurosci 2022; 44:266-276. [PMID: 35358965 PMCID: PMC10066804 DOI: 10.1159/000524394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 03/11/2022] [Indexed: 11/19/2022] Open
Abstract
Cerebral palsy (CP) is the most common cause of physical disability for children worldwide. Many infants and toddlers are not diagnosed with CP until they fail to achieve obvious motor milestones. Currently, there are no effective pharmacologic interventions available for infants and toddlers to substantially improve their trajectory of neurodevelopment. Because children with CP from preterm birth also exhibit a sustained immune system hyper-reactivity, we hypothesized that neuro-immunomodulation with a regimen of repurposed endogenous neurorestorative medications, erythropoietin (EPO) and melatonin (MLT), could improve this trajectory. Thus, we administered EPO + MLT to rats with CP during human infant-toddler equivalency to determine whether we could influence gait patterns in mature animals. After a prenatal injury on embryonic day 18 (E18) that mimics chorioamnionitis at ∼25 weeks human gestation, rat pups were born and raised with their dam. Beginning on postnatal day 15 (P15), equivalent to human infant ∼1 year, rats were randomized to receive either a regimen of EPO + MLT or vehicle (sterile saline) through P20. Gait was assessed in young adult rats at P30 using computerized digital gait analyses including videography on a treadmill. Results indicate that gait metrics of young adult rats treated with an infantile cocktail of EPO + MLT were restored compared to vehicle-treated rats (p < 0.05) and similar to sham controls. These results provide reassuring evidence that pharmacological interventions may be beneficial to infants and toddlers who are diagnosed with CP well after the traditional neonatal window of intervention.
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Affiliation(s)
- Lauren Jantzie
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
- Dept. of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
- Dept. of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Dept. of Neurology and Developmental Medicine, Kennedy Krieger Institute, Baltimore, MD
| | - Sankar Muthukumar
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Yuma Kitase
- Dept. of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Vikram Vasan
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Mohammed A. Fouda
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Sarah Hamimi
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
- Dept. of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Vera Joanna Burton
- Dept. of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Center for Infant Neurodevelopment, Kennedy Krieger Institute, Baltimore, MD
| | - Gwendolyn Gerner
- Center for Infant Neurodevelopment, Kennedy Krieger Institute, Baltimore, MD
| | - Joseph Scafidi
- Dept. of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
- Center for Infant Neurodevelopment, Kennedy Krieger Institute, Baltimore, MD
| | - Xiaobu Ye
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Frances Northington
- Dept. of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Shenandoah Robinson
- Dept. of Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, MD
- Dept. of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
- Dept. of Neurology, Johns Hopkins University School of Medicine, Baltimore, MD
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Lång C, Tell J, Johansen K. Parents want Swedish child health services to focus more on motor development and practical advice. Acta Paediatr 2021; 110:2415-2423. [PMID: 33851425 DOI: 10.1111/apa.15876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 04/06/2021] [Accepted: 04/09/2021] [Indexed: 11/30/2022]
Abstract
AIM Parents' experiences and expectations are key to developing evidence-based approaches that respond to family needs. However, little is known about how parents regard the motor assessments in well-child surveillance and what they need to support their child's motor development. This study explored their experiences. METHODS We conducted 11 semi-structured interviews with Swedish-speaking parents whose children had been referred to a physiotherapist by child health services (CHS) before 18 months of age. Consecutive sampling was conducted from March to November 2018. The data were analysed using systematic text condensation. RESULTS The three themes that emerged were that that parents liked the CHS setting, but had concerns about the lack of focus on motor development during routine health visits and wanted more dialogue about this area. The parents said that the assessments varied considerably and that their concerns were not always taken seriously. They wanted to know more about the professionals' observations, how their child was expected to develop and what they could do to support their motor development. CONCLUSION Parents wanted a greater focus on motor development during routine health visits. This included advice on how they could support their child's development.
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Affiliation(s)
- Christina Lång
- Rehabilitation clinic Blekinge Hospital Karlskrona Karlskrona Sweden
| | - Johanna Tell
- Department of Health Blekinge Institute of Technology Karlskrona Sweden
| | - Kine Johansen
- Department of Women's and Children's Health Uppsala University Uppsala Sweden
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