Integrated multi-omics for rapid rare disease diagnosis on a national scale
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 hospit...
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Veröffentlicht in: | Nature medicine 2023-07, Vol.29 (7), p.1681-1691 |
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creator | Lunke, Sebastian Bouffler, Sophie E. Patel, Chirag V. Sandaradura, Sarah A. Wilson, Meredith Pinner, Jason Hunter, Matthew F. Barnett, Christopher P. Wallis, Mathew Kamien, Benjamin Tan, Tiong Y. Freckmann, Mary-Louise Chong, Belinda Phelan, Dean Francis, David Kassahn, Karin S. Ha, Thuong Gao, Song Arts, Peer Jackson, Matilda R. Scott, Hamish S. Eggers, Stefanie Rowley, Simone Boggs, Kirsten Rakonjac, Ana Brett, Gemma R. de Silva, Michelle G. Springer, Amanda Ward, Michelle Stallard, Kirsty Simons, Cas Conway, Thomas Halman, Andreas Van Bergen, Nicole J. Sikora, Tim Semcesen, Liana N. Stroud, David A. Compton, Alison G. Thorburn, David R. Bell, Katrina M. Sadedin, Simon North, Kathryn N. Christodoulou, John Stark, Zornitza |
description | 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.
A report from the Australian Acute Care Genomics programme shows that the integration of rapid whole-genome sequencing and multi-omic analyses informs diagnoses and treatment decisions in a prospective cohort of 290 critically ill infants and children. |
doi_str_mv | 10.1038/s41591-023-02401-9 |
format | Article |
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A report from the Australian Acute Care Genomics programme shows that the integration of rapid whole-genome sequencing and multi-omic analyses informs diagnoses and treatment decisions in a prospective cohort of 290 critically ill infants and children.</description><identifier>ISSN: 1078-8956</identifier><identifier>EISSN: 1546-170X</identifier><identifier>DOI: 10.1038/s41591-023-02401-9</identifier><identifier>PMID: 37291213</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>692/308/2056 ; 692/308/575 ; 692/699 ; Abnormalities ; Biomedical and Life Sciences ; Biomedicine ; Cancer Research ; Child ; Children ; Chromosome aberrations ; Critical Illness ; Decision analysis ; Diagnosis ; Diagnostic systems ; Exome Sequencing ; Gene sequencing ; Genomes ; Genomics ; Humans ; Infant ; Infants ; Infectious Diseases ; Metabolic Diseases ; Molecular Medicine ; Multiomics ; Neurosciences ; Palliation ; Patients ; Proteomics ; Rare diseases ; Rare Diseases - diagnosis ; Rare Diseases - genetics ; Rare Diseases - therapy ; Transcriptomes ; Whole genome sequencing ; Whole Genome Sequencing - methods</subject><ispartof>Nature medicine, 2023-07, Vol.29 (7), p.1681-1691</ispartof><rights>The Author(s) 2023</rights><rights>2023. The Author(s).</rights><rights>The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). 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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.
A report from the Australian Acute Care Genomics programme shows that the integration of rapid whole-genome sequencing and multi-omic analyses informs diagnoses and treatment decisions in a prospective cohort of 290 critically ill infants and children.</description><subject>692/308/2056</subject><subject>692/308/575</subject><subject>692/699</subject><subject>Abnormalities</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Cancer Research</subject><subject>Child</subject><subject>Children</subject><subject>Chromosome aberrations</subject><subject>Critical Illness</subject><subject>Decision analysis</subject><subject>Diagnosis</subject><subject>Diagnostic systems</subject><subject>Exome Sequencing</subject><subject>Gene sequencing</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Humans</subject><subject>Infant</subject><subject>Infants</subject><subject>Infectious Diseases</subject><subject>Metabolic Diseases</subject><subject>Molecular Medicine</subject><subject>Multiomics</subject><subject>Neurosciences</subject><subject>Palliation</subject><subject>Patients</subject><subject>Proteomics</subject><subject>Rare diseases</subject><subject>Rare Diseases - diagnosis</subject><subject>Rare Diseases - genetics</subject><subject>Rare Diseases - therapy</subject><subject>Transcriptomes</subject><subject>Whole genome sequencing</subject><subject>Whole Genome Sequencing - 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Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nature medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lunke, Sebastian</au><au>Bouffler, Sophie E.</au><au>Patel, Chirag V.</au><au>Sandaradura, Sarah A.</au><au>Wilson, Meredith</au><au>Pinner, Jason</au><au>Hunter, Matthew F.</au><au>Barnett, Christopher P.</au><au>Wallis, Mathew</au><au>Kamien, Benjamin</au><au>Tan, Tiong Y.</au><au>Freckmann, Mary-Louise</au><au>Chong, Belinda</au><au>Phelan, Dean</au><au>Francis, David</au><au>Kassahn, Karin S.</au><au>Ha, Thuong</au><au>Gao, Song</au><au>Arts, Peer</au><au>Jackson, Matilda R.</au><au>Scott, Hamish S.</au><au>Eggers, Stefanie</au><au>Rowley, Simone</au><au>Boggs, Kirsten</au><au>Rakonjac, Ana</au><au>Brett, Gemma R.</au><au>de Silva, Michelle G.</au><au>Springer, Amanda</au><au>Ward, Michelle</au><au>Stallard, Kirsty</au><au>Simons, Cas</au><au>Conway, Thomas</au><au>Halman, Andreas</au><au>Van Bergen, Nicole J.</au><au>Sikora, Tim</au><au>Semcesen, Liana N.</au><au>Stroud, David A.</au><au>Compton, Alison G.</au><au>Thorburn, David R.</au><au>Bell, Katrina M.</au><au>Sadedin, Simon</au><au>North, Kathryn N.</au><au>Christodoulou, John</au><au>Stark, Zornitza</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Integrated multi-omics for rapid rare disease diagnosis on a national scale</atitle><jtitle>Nature medicine</jtitle><stitle>Nat Med</stitle><addtitle>Nat Med</addtitle><date>2023-07-01</date><risdate>2023</risdate><volume>29</volume><issue>7</issue><spage>1681</spage><epage>1691</epage><pages>1681-1691</pages><issn>1078-8956</issn><eissn>1546-170X</eissn><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.
A report from the Australian Acute Care Genomics programme shows that the integration of rapid whole-genome sequencing and multi-omic analyses informs diagnoses and treatment decisions in a prospective cohort of 290 critically ill infants and children.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>37291213</pmid><doi>10.1038/s41591-023-02401-9</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-5248-4121</orcidid><orcidid>https://orcid.org/0000-0002-5813-631X</orcidid><orcidid>https://orcid.org/0000-0001-8640-1371</orcidid><orcidid>https://orcid.org/0000-0002-7445-9207</orcidid><orcidid>https://orcid.org/0000-0003-0133-7994</orcidid><orcidid>https://orcid.org/0000-0002-2304-3834</orcidid><orcidid>https://orcid.org/0000-0002-6257-4304</orcidid><orcidid>https://orcid.org/0000-0002-4408-2613</orcidid><orcidid>https://orcid.org/0000-0001-8455-7778</orcidid><orcidid>https://orcid.org/0000-0002-6742-6239</orcidid><orcidid>https://orcid.org/0000-0003-3966-5109</orcidid><orcidid>https://orcid.org/0000-0002-7168-0723</orcidid><orcidid>https://orcid.org/0000-0003-2305-2033</orcidid><orcidid>https://orcid.org/0000-0002-1662-3355</orcidid><orcidid>https://orcid.org/0000-0002-7725-9470</orcidid><orcidid>https://orcid.org/0000-0002-2725-7055</orcidid><orcidid>https://orcid.org/0000-0002-8431-0641</orcidid><orcidid>https://orcid.org/0000-0002-4749-4883</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1078-8956 |
ispartof | Nature medicine, 2023-07, Vol.29 (7), p.1681-1691 |
issn | 1078-8956 1546-170X |
language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10353936 |
source | MEDLINE; SpringerLink Journals; Nature |
subjects | 692/308/2056 692/308/575 692/699 Abnormalities Biomedical and Life Sciences Biomedicine Cancer Research Child Children Chromosome aberrations Critical Illness Decision analysis Diagnosis Diagnostic systems Exome Sequencing Gene sequencing Genomes Genomics Humans Infant Infants Infectious Diseases Metabolic Diseases Molecular Medicine Multiomics Neurosciences Palliation Patients Proteomics Rare diseases Rare Diseases - diagnosis Rare Diseases - genetics Rare Diseases - therapy Transcriptomes Whole genome sequencing Whole Genome Sequencing - methods |
title | Integrated multi-omics for rapid rare disease diagnosis on a national scale |
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