Integrated multi-omics for rapid rare disease diagnosis on a national scale

Sebastian Lunke(The University of Melbourne), Sophie E. Bouffler(Melbourne Genomics Health Alliance), Chirag Patel(Royal Brisbane and Women's Hospital), Sarah A. Sandaradura(The University of Sydney), Meredith Wilson(The University of Sydney), Jason Pinner(UNSW Sydney), Matthew F. Hunter(Monash Health), Christopher Barnett(South Australia Pathology), Mathew Wallis(University of Tasmania), Benjamin Kamien(Services Australia), Tiong Yang Tan(The University of Melbourne), Mary‐Louise Freckmann(Canberra Hospital), Belinda Chong(Victorian Clinical Genetics Services), Dean Phelan(Victorian Clinical Genetics Services), David Francis(Victorian Clinical Genetics Services), Karin S. Kassahn(South Australia Pathology), Thuong Ha(South Australia Pathology), Song Gao(South Australia Pathology), Peer Arts(South Australia Pathology), Matilda R. Jackson(South Australia Pathology), Hamish S. Scott(South Australia Pathology), Stefanie Eggers(Victorian Clinical Genetics Services), Simone M. Rowley(Victorian Clinical Genetics Services), Kirsten Boggs(Sydney Children's Hospital), Ana Rakonjac(Sydney Children's Hospital), Gemma R. Brett(The University of Melbourne), M. De Silva(The University of Melbourne), Amanda Springer(Monash Health), Michelle C. Ward(Services Australia), Kirsty Stallard(Women's and Children's Hospital), Cas Simons(Murdoch Children's Research Institute), Thomas Conway(Murdoch Children's Research Institute), Andreas Halman(Victorian Clinical Genetics Services), Nicole J. Van Bergen(The University of Melbourne), Tim Sikora(Murdoch Children's Research Institute), Liana N. Semcesen(The University of Melbourne), David A. Stroud(The University of Melbourne), Alison G. Compton(The University of Melbourne), David R. Thorburn(The University of Melbourne), Katrina M. Bell(Victorian Clinical Genetics Services), Simon Sadedin(The University of Melbourne), Kathryn N. North(The University of Melbourne), John Christodoulou(The University of Sydney), Zornitza Stark(The University of Melbourne)
Nature Medicine
June 8, 2023
Cited by 136Open Access
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Abstract

Critically ill infants and children with rare diseases need equitable access to rapid and accurate diagnosis to direct clinical management. Over 2 years, the Acute Care Genomics program provided whole-genome sequencing to 290 families whose critically ill infants and children were admitted to hospitals throughout Australia with suspected genetic conditions. The average time to result was 2.9 d and diagnostic yield was 47%. We performed additional bioinformatic analyses and transcriptome sequencing in all patients who remained undiagnosed. Long-read sequencing and functional assays, ranging from clinically accredited enzyme analysis to bespoke quantitative proteomics, were deployed in selected cases. This resulted in an additional 19 diagnoses and an overall diagnostic yield of 54%. Diagnostic variants ranged from structural chromosomal abnormalities through to an intronic retrotransposon, disrupting splicing. Critical care management changed in 120 diagnosed patients (77%). This included major impacts, such as informing precision treatments, surgical and transplant decisions and palliation, in 94 patients (60%). Our results provide preliminary evidence of the clinical utility of integrating multi-omic approaches into mainstream diagnostic practice to fully realize the potential of rare disease genomic testing in a timely manner.


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