Multicenter Analysis of Genomic and Metabolic Data of Neonatal Genetic Diseases
MAOFGAMDNGD
1 other identifier
observational
40,000
1 country
1
Brief Summary
object name: Multicenter analysis of genomic and metabolic data of neonatal genetic diseases. goal of study:(1) Gene sequencing data (138 genes related to 133 common genetic diseases) and tandem mass spectrometry metabolomics data (11 amino acids and 28 acylcarnitines) of about 40,000 newborns from the South China Neonatal Genetic Screening Alliance participating units were collected and collated to complete the database construction of genes and mass spectrometry. (2) Explore the use of genome and metabolome big data and machine learning algorithms such as Random forest, Support Vector Machine, Elastic net, Multilayer Perceptron to construct prediction models for common genetic diseases, and strive to achieve accurate diagnosis and prediction of common genetic diseases using simple tandem mass spectrometry metabolome data, and expand the application range of tandem mass spectrometry technology for disease detection. research design:retrospective observational study Research period:September 2022 to December 2025 Participating units:South China Neonatal genetic screening Alliance (including cooperation units of 123 hospitals) research object:Gene screening data of 40,000 newborns ( 138 genes related to 133 common genetic diseases ) and tandem mass spectrometry data ( 11 amino acids and 28 acylcarnitines ). Inclusion criteria:( 1 ) Newborns who underwent genetic screening and tandem mass spectrometry at the same time. ( 2 ) Age : 0-28 days, gestational age 37-42 weeks. Excluded criteria:Data that meets any of the following conditions need to be eliminated : ( 1 ) Neonatal data with unclear clinical basic information ; ( 2 ) Lack of traceability core information data ; ( 3 ) The data that the test results cannot be analyzed and interpreted. data collection:( 1 ) Basic information : gender, age, sample type, subject traceability number / ID number, etc. ( 2 ) Clinical symptoms, biochemical and imaging data of positive samples. ( 3 ) Gene detection results and tandem mass spectrometry results. ( 4 ) Date of test data, instrument model, reagent type, etc.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Sep 2022
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
Study Start
First participant enrolled
September 1, 2022
CompletedFirst Submitted
Initial submission to the registry
December 13, 2023
CompletedFirst Posted
Study publicly available on registry
December 27, 2023
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2025
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2025
CompletedJanuary 2, 2024
December 1, 2023
3.3 years
December 13, 2023
December 26, 2023
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Number of gene sequencing data in neonatal gene bank
Each newborn that was sequenced was counted as 1. Keep all the data in the gene bank, and finally calculate the number of completed gene sequencing data.
From birth to completion of genetic screening, the process last up to 3 months.
Gene mutation rate
Taking the number of newborn babies as denominator and the number of neonates with gene mutation detected in gene sequencing as molecules, the whole neonatal gene mutation rate in China was obtained.
From birth to completion of genetic screening, the process last up to 3 months.
Study Arms (1)
Sick Neonatal Cohort
Infants and their parents enrolled through Neonatal Intensive Care Unit of member hospitals who are un-randomized to receive genomic sequencing. Results disclosure sessions will include a discussion of: family history report, results from standard newborn screening, any potentially medically relevant findings from the baby\'s medical history/physical exam, and the results of the genomic sequencing report.
Interventions
Both sick and high-risk newborn un-randomized to receive genomic sequencing will receive a Genomic Newborn Sequencing Report which will include pathogenic or likely pathogenic variants identified in genes associated with childhood-onset disease.
Eligibility Criteria
The subjects were all from all the member organizations participating in the South China Neonatal Genetic Screening Alliance. They were hospitalized in the neonatal department of each member hospital.
You may qualify if:
- Age 1-28 days
- gestational age 37-42 weeks
You may not qualify if:
- Neonatal data with unclear clinical basic information
- Lack of traceability core information data
- The data that the test results cannot be analyzed and interpreted
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
The Sixth Affiliated Hospital, Sun Yat-sen University
Guangzhou, Guangdong, 510655, China
Related Publications (8)
Wang Q, Xiang J, Sun J, Yang Y, Guan J, Wang D, Song C, Guo L, Wang H, Chen Y, Leng J, Wang X, Zhang J, Han B, Zou J, Yan C, Zhao L, Luo H, Han Y, Yuan W, Zhang H, Wang W, Wang J, Yang H, Xu X, Yin Y, Morton CC, Zhao L, Zhu S, Shen J, Peng Z. Nationwide population genetic screening improves outcomes of newborn screening for hearing loss in China. Genet Med. 2019 Oct;21(10):2231-2238. doi: 10.1038/s41436-019-0481-6. Epub 2019 Mar 20.
PMID: 30890784RESULTZhong K, Wang W, He F, Wang Z. The status of neonatal screening in China, 2013. J Med Screen. 2016 Jun;23(2):59-61. doi: 10.1177/0969141315597715. Epub 2015 Aug 3.
PMID: 26238341RESULTDeng K, He C, Zhu J, Liang J, Li X, Xie X, Yu P, Li N, Li Q, Wang Y. Incidence of congenital hypothyroidism in China: data from the national newborn screening program, 2013-2015. J Pediatr Endocrinol Metab. 2018 Jun 27;31(6):601-608. doi: 10.1515/jpem-2017-0361.
PMID: 29715190RESULTLi LH, Wu WC, Li N, Lu J, Zhang GM, Zhao JY, Ma Y. Full-Term Neonatal Ophthalmic Screening in China: A Review of 4-Year Outcomes. Ophthalmic Surg Lasers Imaging Retina. 2017 Dec 1;48(12):983-992. doi: 10.3928/23258160-20171130-05.
PMID: 29253301RESULTDai P, Huang LH, Wang GJ, Gao X, Qu CY, Chen XW, Ma FR, Zhang J, Xing WL, Xi SY, Ma BR, Pan Y, Cheng XH, Duan H, Yuan YY, Zhao LP, Chang L, Gao RZ, Liu HH, Zhang W, Huang SS, Kang DY, Liang W, Zhang K, Jiang H, Guo YL, Zhou Y, Zhang WX, Lyu F, Jin YN, Zhou Z, Lu HL, Zhang X, Liu P, Ke J, Hao JS, Huang HM, Jiang D, Ni X, Long M, Zhang L, Qiao J, Morton CC, Liu XZ, Cheng J, Han DM. Concurrent Hearing and Genetic Screening of 180,469 Neonates with Follow-up in Beijing, China. Am J Hum Genet. 2019 Oct 3;105(4):803-812. doi: 10.1016/j.ajhg.2019.09.003. Epub 2019 Sep 26.
PMID: 31564438RESULTLyu K, Xiong Y, Yu H, Zou L, Ran L, Liu D, Yin Q, Xu Y, Fang X, Song Z, Huang L, Tan D, Zhang Z. [Screening of common deafness gene mutations in 17 000 Chinese newborns from Chengdu based on microarray analysis]. Zhonghua Yi Xue Yi Chuan Xue Za Zhi. 2014 Oct;31(5):547-52. doi: 10.3760/cma.j.issn.1003-9406.2014.05.001. Chinese.
PMID: 25297577RESULTHao Z, Fu D, Ming Y, Yang J, Huang Q, Lin W, Zhang H, Zhang B, Zhou A, Hu X, Yao C, Dong Y, Ring HZ, Ring BZ. Large scale newborn deafness genetic screening of 142,417 neonates in Wuhan, China. PLoS One. 2018 Apr 10;13(4):e0195740. doi: 10.1371/journal.pone.0195740. eCollection 2018.
PMID: 29634755RESULTXiao D, Shi C, Zhang Y, Li S, Ye Y, Yuan G, Miu T, Ma H, Diao S, Su C, Li Z, Li H, Zhuang G, Wang Y, Lu F, Gu X, Zhou W, Xiao X, Huang W, Wei T, Hao H. Using metabolic abnormalities of carriers in the neonatal period to evaluate the pathogenicity of variants of uncertain significance in methylmalonic acidemia. Front Genet. 2024 Jul 15;15:1403913. doi: 10.3389/fgene.2024.1403913. eCollection 2024.
PMID: 39076170DERIVED
Biospecimen
Any newborn who joined the newborn genome project, his/her parents will be informed and signed informed consent, in the newborn clinical treatment process to collect venous blood 2ml for gene sequencing and mutation screening
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- STUDY DIRECTOR
Hu Hao
Department of Pediatrics, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- CASE ONLY
- Time Perspective
- CROSS SECTIONAL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Project leader
Study Record Dates
First Submitted
December 13, 2023
First Posted
December 27, 2023
Study Start
September 1, 2022
Primary Completion
December 31, 2025
Study Completion
December 31, 2025
Last Updated
January 2, 2024
Record last verified: 2023-12
Data Sharing
- IPD Sharing
- Will not share