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
Hauptverfasser: 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
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container_end_page 1691
container_issue 7
container_start_page 1681
container_title Nature medicine
container_volume 29
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
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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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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 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Cas</creatorcontrib><creatorcontrib>Conway, Thomas</creatorcontrib><creatorcontrib>Halman, Andreas</creatorcontrib><creatorcontrib>Van Bergen, Nicole J.</creatorcontrib><creatorcontrib>Sikora, Tim</creatorcontrib><creatorcontrib>Semcesen, Liana N.</creatorcontrib><creatorcontrib>Stroud, David A.</creatorcontrib><creatorcontrib>Compton, Alison G.</creatorcontrib><creatorcontrib>Thorburn, David R.</creatorcontrib><creatorcontrib>Bell, Katrina M.</creatorcontrib><creatorcontrib>Sadedin, Simon</creatorcontrib><creatorcontrib>North, Kathryn N.</creatorcontrib><creatorcontrib>Christodoulou, John</creatorcontrib><creatorcontrib>Stark, Zornitza</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central 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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>
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1546-170X
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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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