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Updated: Feb 22, 2026

Pre-Implantation Genetic Testing for Aneuploidy on a Semiconductor Based Next-Generation Sequencing Platform
Published on: August 17, 2022
Integrating the Genomic Revolution into Newborn Screening: Current Challenges and Future Perspectives
Albina Tummolo1, Emanuela Ponzi2, Simonetta Simonetti3
1Department of Metabolic Diseases and Clinical Genetics, Giovanni XXIII Children Hospital, Azienda Ospedaliero-Universitaria Consorziale, 70126 Bari, Italy.
Newborn screening for genetic diseases is evolving with advanced technologies like next-generation sequencing (NGS) and tandem mass spectrometry (MS/MS). Integrating these methods, alongside AI, aims to improve accuracy and access to early diagnosis and treatment.
Area of Science:
- Genetics
- Biotechnology
- Public Health
Background:
- Tandem mass spectrometry (MS/MS) and next-generation sequencing (NGS) have revolutionized genetic disease diagnosis, offering faster, cheaper, and less invasive methods.
- Neonatal screening programs, initially driven by MS/MS, are increasingly exploring NGS, particularly in pilot projects and private initiatives.
- Traditional screening criteria are expanding to include equity and access considerations due to technological advancements.
Purpose of the Study:
- To review the global status of metabolic screening panels and ongoing genomic screening projects.
- To outline current models for integrating metabolomic and genomic screening systems in newborn screening (NBS).
- To discuss the potential of multi-omics approaches, AI, and machine learning in enhancing NBS.
Main Methods:
- Review of global NBS programs and technological integration models.
- Analysis of country-specific differences in screening panels and adoption of new technologies.
- Examination of emerging evidence from integrated multi-omics approaches in NBS.
Main Results:
- Significant international variation exists in the scope of national NBS programs.
- Italy showcases a comprehensive metabolic screening panel, with ongoing initiatives to incorporate genomic technologies.
- No country currently mandates NGS as a first-tier NBS test, unlike established metabolomic programs.
Conclusions:
- Integrating metabolomic and genomic screening, potentially with AI, is crucial for reducing false positives/negatives and improving equitable access.
- A transitional phase focusing on rigorous improvements is necessary before widespread adoption of integrated genomic technologies in NBS.
- Future NBS conceptualization should prioritize equitable access, faster diagnosis, and timely treatment through optimized screening systems.
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