Evidence map›Paper›PMID 42049032›Full record

ArticleAmerican journal of human genetics2026

Sensitivity of HiFi long-read genome sequencing for difficult-to-detect pathogenic variants when applied to real-world clinical laboratory samples.

Joseph M Devaney, Jessica X Chong, Patricia C Lopes, Jessica Noya, April S Berlyoung, Shamila Yusuff, Solomon Lynch, Rhonda Brandon, Kathleen S Hruska, Lucas Lochovsky and 18 more

Abstract read
In one paragraph

Article in American journal of human genetics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

28 authors.

Joseph M DevaneyGeneDx LLC, Gaithersburg, MD 20877, USA.
Jessica X ChongDepartment of Pediatrics, University of Washington, Seattle, WA 98195, USA; Brotman Baty Institute for Precision Medicine, Seattle, WA 98195, USA.
Patricia C LopesGeneDx LLC, Gaithersburg, MD 20877, USA.
Jessica NoyaGeneDx LLC, Gaithersburg, MD 20877, USA.
April S BerlyoungGeneDx LLC, Gaithersburg, MD 20877, USA.
Shamila YusuffGeneDx LLC, Gaithersburg, MD 20877, USA.
Solomon LynchGeneDx LLC, Gaithersburg, MD 20877, USA.
Rhonda BrandonGeneDx LLC, Gaithersburg, MD 20877, USA.
Kathleen S HruskaGeneDx LLC, Gaithersburg, MD 20877, USA.
Lucas LochovskyGeneDx LLC, Gaithersburg, MD 20877, USA.
Julianna SpanglerGeneDx LLC, Gaithersburg, MD 20877, USA.
Kirsty McWalterGeneDx LLC, Gaithersburg, MD 20877, USA.
Keith NykampGeneDx LLC, Gaithersburg, MD 20877, USA.
Sarah R PollGeneDx LLC, Gaithersburg, MD 20877, USA.
Andrew B StergachisBrotman Baty Institute for Precision Medicine, Seattle, WA 98195, USA; Department of Genome Sciences, University of Washington, Seattle, WA 98195, USA; Division of Medical Genetics, Department of Medicine, University of Washington, Seattle, WA 98195, USA.
John GreallyDepartment of Pediatrics, Division of Pediatric Genetic Medicine, Children's Hospital at Montefiore/Montefiore Medical Center/Albert Einstein College of Medicine, Bronx, NY 10467, USA.
Paul KruszkaGeneDx LLC, Gaithersburg, MD 20877, USA; Department of Pediatrics, Division of Pediatric Genetics, University of Virginia, Charlottesville, VA 22903, USA.
Egor DolzhenkoPacific Biosciences, Menlo Park, CA 94025, USA.
Xiao ChenPacific Biosciences, Menlo Park, CA 94025, USA.
Alexander V RobertsonPacific Biosciences, Menlo Park, CA 94025, USA.
William J RowellPacific Biosciences, Menlo Park, CA 94025, USA.
Juniper A LakePacific Biosciences, Menlo Park, CA 94025, USA.
Andrew CarrollGoogle LLC, Mountain View, CA 94043, USA.
Robert KueffnerGeneDx LLC, Gaithersburg, MD 20877, USA.
Michael A EberlePacific Biosciences, Menlo Park, CA 94025, USA.
Flavia M FacioGeneDx LLC, Gaithersburg, MD 20877, USA.
Michael J BamshadDepartment of Pediatrics, University of Washington, Seattle, WA 98195, USA; Brotman Baty Institute for Precision Medicine, Seattle, WA 98195, USA.
Britt JohnsonGeneDx LLC, Gaithersburg, MD 20877, USA. Electronic address: britt.johnson@genedx.com.

Funding

University of Washington Mendelian Genomics Research Center (UW-MGRC)U01HG011744 · NHGRI · UNIVERSITY OF WASHINGTON · PI MICHAEL Joseph BAMSHAD, Evan Eichler · 2021 to 2026
$15.8M
University of Washington (UW) Mendelian Genomics Data Coordinating CenterU24HG011746 · NHGRI · UNIVERSITY OF WASHINGTON · PI Susanne May, ALI SHOJAIE · 2021 to 2026
$14.8M
SUPPORT FOR THE ROSE F KENNEDY IDDRC P50P50HD105352 · NICHD · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI SOPHIE MOLHOLM, Steven Upshaw Walkley · 2021 to 2026
$7.0M
NHGRI NIH HHS U01 HG011744NHGRI NIH HHS U24 HG011746NICHD NIH HHS P50 HD105352
6 · The paper itself

Abstract

Leveraging new sequencing and omic technologies to enhance the detection of pathogenic variants in known disease genes is a key step toward increasing the likelihood of a precise genetic diagnosis for affected individuals. Short-read sequencing is widely used in clinical laboratories for multi-gene panels and exome and genome sequencing, but this technology has inherent limitations in detecting certain classes of genetic variation. As a result, diagnostic laboratories continue to offer complementary assays, often used sequentially, reducing efficiency and speed in providing a diagnosis. We applied PacBio long-read genome sequencing (HiFi) to samples from 191 probands previously tested with short-read sequencing alone and/or other diagnostic technologies and enriched for pathogenic variants difficult to detect (VDDs). HiFi's pipeline automatically detected 479 of 481 (99.6%) disease-causing variants, many of which were called in samples not optimized for long-read genome sequencing (such as buccal samples or low-molecular-weight DNA). The two variants not automatically detected were a mosaic trisomy 18 (23% mosaicism) and a 5,594-bp mosaic deletion (13% mosaicism). However, other mosaic variants were detected, indicating that HiFi at ∼30× genome coverage is sensitive to the degree of mosaicism. Of 481 variants, 49 were suspected based on the clinical report but not confirmed molecularly prior to HiFi. Our findings demonstrate that HiFi sequencing detects a wide range of VDDs in real-world clinical laboratory samples, highlighting a key advantage of HiFi as a potential first-tier test over the myriad of complementary technologies currently used to detect VDDs.

Indexed as

Genetic VariationGenome, HumanHigh-Throughput Nucleotide SequencingWhole Genome SequencingFemaleGenetic TestingHumansLaboratories, ClinicalMosaicismSensitivity and SpecificitySequence Analysis, DNAgenome sequencinglong-read sequencingmolecular diagnosisrare diseasevariants difficult to detect

Identifiers

PMID42049032
PMCPMC13277683

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.