Deep structured learning for variant prioritization in Mendelian diseases
Author
Abstract
Suggested Citation
DOI: 10.1038/s41467-023-39306-7
Download full text from publisher
References listed on IDEAS
- Kathryn Tunyasuvunakool & Jonas Adler & Zachary Wu & Tim Green & Michal Zielinski & Augustin Žídek & Alex Bridgland & Andrew Cowie & Clemens Meyer & Agata Laydon & Sameer Velankar & Gerard J. Kleywegt, 2021. "Highly accurate protein structure prediction for the human proteome," Nature, Nature, vol. 596(7873), pages 590-596, August.
- Konrad J. Karczewski & Laurent C. Francioli & Grace Tiao & Beryl B. Cummings & Jessica Alföldi & Qingbo Wang & Ryan L. Collins & Kristen M. Laricchia & Andrea Ganna & Daniel P. Birnbaum & Laura D. Gau, 2020. "The mutational constraint spectrum quantified from variation in 141,456 humans," Nature, Nature, vol. 581(7809), pages 434-443, May.
- D. G. MacArthur & T. A. Manolio & D. P. Dimmock & H. L. Rehm & J. Shendure & G. R. Abecasis & D. R. Adams & R. B. Altman & S. E. Antonarakis & E. A. Ashley & J. C. Barrett & L. G. Biesecker & D. F. Co, 2014. "Guidelines for investigating causality of sequence variants in human disease," Nature, Nature, vol. 508(7497), pages 469-476, April.
- Peter R. Wurman & Samuel Barrett & Kenta Kawamoto & James MacGlashan & Kaushik Subramanian & Thomas J. Walsh & Roberto Capobianco & Alisa Devlic & Franziska Eckert & Florian Fuchs & Leilani Gilpin & P, 2022. "Outracing champion Gran Turismo drivers with deep reinforcement learning," Nature, Nature, vol. 602(7896), pages 223-228, February.
- Beryl B. Cummings & Konrad J. Karczewski & Jack A. Kosmicki & Eleanor G. Seaby & Nicholas A. Watts & Moriel Singer-Berk & Jonathan M. Mudge & Juha Karjalainen & F. Kyle Satterstrom & Anne H. O’Donnell, 2020. "Transcript expression-aware annotation improves rare variant interpretation," Nature, Nature, vol. 581(7809), pages 452-458, May.
- Suganthi Balasubramanian & Yao Fu & Mayur Pawashe & Patrick McGillivray & Mike Jin & Jeremy Liu & Konrad J. Karczewski & Daniel G. MacArthur & Mark Gerstein, 2017. "Using ALoFT to determine the impact of putative loss-of-function variants in protein-coding genes," Nature Communications, Nature, vol. 8(1), pages 1-11, December.
- John Jumper & Richard Evans & Alexander Pritzel & Tim Green & Michael Figurnov & Olaf Ronneberger & Kathryn Tunyasuvunakool & Russ Bates & Augustin Žídek & Anna Potapenko & Alex Bridgland & Clemens Me, 2021. "Highly accurate protein structure prediction with AlphaFold," Nature, Nature, vol. 596(7873), pages 583-589, August.
- Ernest Turro & William J. Astle & Karyn Megy & Stefan Gräf & Daniel Greene & Olga Shamardina & Hana Lango Allen & Alba Sanchis-Juan & Mattia Frontini & Chantal Thys & Jonathan Stephens & Rutendo Mapet, 2020. "Whole-genome sequencing of patients with rare diseases in a national health system," Nature, Nature, vol. 583(7814), pages 96-102, July.
- Patrick Deelen & Sipko van Dam & Johanna C. Herkert & Juha M. Karjalainen & Harm Brugge & Kristin M. Abbott & Cleo C. van Diemen & Paul A. van der Zwaag & Erica H. Gerkes & Evelien Zonneveld-Huijssoon, 2019. "Improving the diagnostic yield of exome- sequencing by predicting gene–phenotype associations using large-scale gene expression analysis," Nature Communications, Nature, vol. 10(1), pages 1-13, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Kian Hong Kock & Patrick K. Kimes & Stephen S. Gisselbrecht & Sachi Inukai & Sabrina K. Phanor & James T. Anderson & Gayatri Ramakrishnan & Colin H. Lipper & Dongyuan Song & Jesse V. Kurland & Julia M, 2024. "DNA binding analysis of rare variants in homeodomains reveals homeodomain specificity-determining residues," Nature Communications, Nature, vol. 15(1), pages 1-19, December.
- Bian Li & Dan M. Roden & John A. Capra, 2022. "The 3D mutational constraint on amino acid sites in the human proteome," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
- Lukas Gerasimavicius & Benjamin J. Livesey & Joseph A. Marsh, 2022. "Loss-of-function, gain-of-function and dominant-negative mutations have profoundly different effects on protein structure," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
- Johanna M. Kohlmayr & Gernot F. Grabner & Anna Nusser & Anna Höll & Verina Manojlović & Bettina Halwachs & Sarah Masser & Evelyne Jany-Luig & Hanna Engelke & Robert Zimmermann & Ulrich Stelzl, 2024. "Mutational scanning pinpoints distinct binding sites of key ATGL regulators in lipolysis," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
- Federica Luppino & Ivan A. Adzhubei & Christopher A. Cassa & Agnes Toth-Petroczy, 2023. "DeMAG predicts the effects of variants in clinically actionable genes by integrating structural and evolutionary epistatic features," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
- Mofan Feng & Xiaoxi Wei & Xi Zheng & Liangjie Liu & Lin Lin & Manying Xia & Guang He & Yi Shi & Qing Lu, 2024. "Decoding Missense Variants by Incorporating Phase Separation via Machine Learning," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Elizaveta Lyapina & Egor Marin & Anastasiia Gusach & Philipp Orekhov & Andrey Gerasimov & Aleksandra Luginina & Daniil Vakhrameev & Margarita Ergasheva & Margarita Kovaleva & Georgii Khusainov & Polin, 2022. "Structural basis for receptor selectivity and inverse agonism in S1P5 receptors," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
- Ye Yuan & Lei Chen & Kexu Song & Miaomiao Cheng & Ling Fang & Lingfei Kong & Lanlan Yu & Ruonan Wang & Zhendong Fu & Minmin Sun & Qian Wang & Chengjun Cui & Haojue Wang & Jiuyang He & Xiaonan Wang & Y, 2024. "Stable peptide-assembled nanozyme mimicking dual antifungal actions," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Ivica Odorčić & Mohamed Belal Hamed & Sam Lismont & Lucía Chávez-Gutiérrez & Rouslan G. Efremov, 2024. "Apo and Aβ46-bound γ-secretase structures provide insights into amyloid-β processing by the APH-1B isoform," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
- Vincent Michaud & Eulalie Lasseaux & David J. Green & Dave T. Gerrard & Claudio Plaisant & Tomas Fitzgerald & Ewan Birney & Benoît Arveiler & Graeme C. Black & Panagiotis I. Sergouniotis, 2022. "The contribution of common regulatory and protein-coding TYR variants to the genetic architecture of albinism," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
- Stella Vitt & Simone Prinz & Martin Eisinger & Ulrich Ermler & Wolfgang Buckel, 2022. "Purification and structural characterization of the Na+-translocating ferredoxin: NAD+ reductase (Rnf) complex of Clostridium tetanomorphum," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
- Pierre Azoulay & Joshua Krieger & Abhishek Nagaraj, 2024.
"Old Moats for New Models: Openness, Control, and Competition in Generative AI,"
NBER Chapters, in: Entrepreneurship and Innovation Policy and the Economy, volume 4,
National Bureau of Economic Research, Inc.
- Pierre Azoulay & Joshua L. Krieger & Abhishek Nagaraj, 2024. "Old Moats for New Models: Openness, Control, and Competition in Generative AI," NBER Working Papers 32474, National Bureau of Economic Research, Inc.
- Riya Shah & Thomas C. Panagiotou & Gregory B. Cole & Trevor F. Moraes & Brigitte D. Lavoie & Christopher A. McCulloch & Andrew Wilde, 2024. "The DIAPH3 linker specifies a β-actin network that maintains RhoA and Myosin-II at the cytokinetic furrow," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- Yashan Yang & Qianqian Shao & Mingcheng Guo & Lin Han & Xinyue Zhao & Aohan Wang & Xiangyun Li & Bo Wang & Ji-An Pan & Zhenguo Chen & Andrei Fokine & Lei Sun & Qianglin Fang, 2024. "Capsid structure of bacteriophage ΦKZ provides insights into assembly and stabilization of jumbo phages," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
- Bret M. Boyd & Ian James & Kevin P. Johnson & Robert B. Weiss & Sarah E. Bush & Dale H. Clayton & Colin Dale, 2024. "Stochasticity, determinism, and contingency shape genome evolution of endosymbiotic bacteria," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
- Jun-Yu Si & Yuan-Mei Chen & Ye-Hui Sun & Meng-Xue Gu & Mei-Ling Huang & Lu-Lu Shi & Xiao Yu & Xiao Yang & Qing Xiong & Cheng-Bao Ma & Peng Liu & Zheng-Li Shi & Huan Yan, 2024. "Sarbecovirus RBD indels and specific residues dictating multi-species ACE2 adaptiveness," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
- Deyun Qiu & Jinxin V. Pei & James E. O. Rosling & Vandana Thathy & Dongdi Li & Yi Xue & John D. Tanner & Jocelyn Sietsma Penington & Yi Tong Vincent Aw & Jessica Yi Han Aw & Guoyue Xu & Abhai K. Tripa, 2022. "A G358S mutation in the Plasmodium falciparum Na+ pump PfATP4 confers clinically-relevant resistance to cipargamin," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
- Shuo-Shuo Liu & Tian-Xia Jiang & Fan Bu & Ji-Lan Zhao & Guang-Fei Wang & Guo-Heng Yang & Jie-Yan Kong & Yun-Fan Qie & Pei Wen & Li-Bin Fan & Ning-Ning Li & Ning Gao & Xiao-Bo Qiu, 2024. "Molecular mechanisms underlying the BIRC6-mediated regulation of apoptosis and autophagy," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Justin N. Vaughn & Sandra E. Branham & Brian Abernathy & Amanda M. Hulse-Kemp & Adam R. Rivers & Amnon Levi & William P. Wechter, 2022. "Graph-based pangenomics maximizes genotyping density and reveals structural impacts on fungal resistance in melon," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
- Eliza S. Nieweglowska & Axel F. Brilot & Melissa Méndez-Moran & Claire Kokontis & Minkyung Baek & Junrui Li & Yifan Cheng & David Baker & Joseph Bondy-Denomy & David A. Agard, 2023. "The ϕPA3 phage nucleus is enclosed by a self-assembling 2D crystalline lattice," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39306-7. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.