A
Amirali Kia
Researcher at Illumina
Publications - 17
Citations - 1335
Amirali Kia is an academic researcher from Illumina. The author has contributed to research in topics: Deep learning & Transposase. The author has an hindex of 8, co-authored 16 publications receiving 725 citations.
Papers
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Journal ArticleDOI
Predicting Splicing from Primary Sequence with Deep Learning.
Kishore Jaganathan,Sofia Kyriazopoulou Panagiotopoulou,Jeremy F. McRae,Siavash Fazel Darbandi,David A. Knowles,Yang I. Li,Jack A. Kosmicki,Jack A. Kosmicki,Juan Arbelaez,Wenwu Cui,Grace Schwartz,Eric D. Chow,Efstathios Kanterakis,Hong Gao,Amirali Kia,Serafim Batzoglou,Stephen Sanders,Kyle Kai-How Farh +17 more
TL;DR: A deep neural network is described that accurately predicts splice junctions from an arbitrary pre-mRNA transcript sequence, enabling precise prediction of noncoding genetic variants that cause cryptic splicing.
Journal ArticleDOI
Characterization of chromatin accessibility with a transposome hypersensitive sites sequencing (THS-seq) assay
TL;DR: In this article, a transposome hypersensitive sites sequencing assay for highly sensitive characterization of chromatin accessibility is presented, where linear amplification of accessible DNA ends with in vitro transcription, coupled with an engineered Tn5 super-mutant, demonstrates improved sensitivity on limited input materials, and accessibility of small regions near distal enhancers, compared with ATAC-seq.
Patent
Contiguity preserving transposition
Frank J. Steemers,Kevin L. Gunderson,Fan Zhang,Jason Betley,Niall Anthony Gormley,Wouter Meuleman,Jacqueline Weir,Avgousta Ioannou,Gareth Jenkins,Rosamond Jackson,Natalie Morrell,Dmitry K. Pokholok,Steven Norberg,Molly He,Amirali Kia,Igor Goryshin,Rigo Pantoja +16 more
TL;DR: In this article, the authors describe methods and compositions for preparing an immobilized library of barcoded DNA fragments of a target nucleic acid, identifying genomic variants, determining the contiguity information, phasing information, and methylation status.
Journal ArticleDOI
Circulating transcripts in maternal blood reflect a molecular signature of early-onset preeclampsia.
Sarah E. Munchel,Rohrback Suzanne,Carlo Randise-Hinchliff,Sarah L. Kinnings,Shweta Deshmukh,Nagesh Alla,Catherine Tan,Amirali Kia,Grainger Greene,Linda Leety,Matthew Rhoa,Scott Yeats,Matthew Saul,Julia Chou,Kimberley Bianco,Kevin O’Shea,Emmanuel Bujold,Errol R. Norwitz,Ronald J. Wapner,George R. Saade,Fiona Kaper +20 more
TL;DR: Examination of circulating RNA in pregnant women who developed early-onset preeclampsia found 49 transcripts of maternal, placental, and fetal origin that classified a small but independent cohort of pregnant women with early-ONSet preeClampsia, suggesting C-RNA may hold promise for improving the diagnosis and identification of at-risk pregnancies.
Patent
Modified transposases for improved insertion sequence bias and increased dna input tolerance
Christian Gloeckner,Amirali Kia,Erin Bomati,Molly He,Haiying Li Grunenwald,Scott Kuersten,Trina Faye Osothprarop,Darin Haskins,Joshua Burgess,Anupama Khanna,Daniel Schlingman,Ramesh Vaidyanathan +11 more
TL;DR: In this article, transposase enzymes and reaction conditions for improved fragmentation and tagging of nucleic acid samples, in particular altered transposases and reaction condition which exhibit improved insertion sequence bias, are presented.