Evidence map›Paper›PMID 41898803›Full record

ArticleGenes2026

Distribution of Sequencing Coverage Gaps in Exomes and Genomes: Potential Implications for Diagnostic Accuracy in Neurodevelopmental Disorder Genes.

Emanuela Iovino, Claudia De Masi, Anna Ballestrazzi, Alessandro Mattiaccio, Federica Isidori, Marco Seri, Tommaso Pippucci

Abstract read
In one paragraph

Article in Genes, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Emanuela IovinoIRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.ORCID 0000-0002-2971-9911
Claudia De MasiIRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.
Anna BallestrazziDepartment of Pharmacy and Biotechnologies, University of Bologna, 40138 Bologna, Italy.ORCID 0009-0006-3064-1740
Alessandro MattiaccioIRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.ORCID 0000-0002-0193-8944
Federica IsidoriIRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.
Marco SeriIRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.
Tommaso PippucciIRCCS Azienda Ospedaliero-Universitaria di Bologna, 40138 Bologna, Italy.

Funding

Italian ministry of Health FSC1420Italian ministry of Health RF-2018-12366314Italian Ministry of University and Research under PNRR M4C2-I1.3 Project PE_00000019
6 · The paper itself

Abstract

backgroundExome (ES) and genome sequencing (GS) are powerful tools for diagnosing neurodevelopmental disorders (NDDs), yet sequencing coverage failures can leave clinically relevant variants undetected. Analyzing the distribution of coverage gaps across sequencing approaches and batches is therefore informative for diagnostic accuracy.

methodsWe analyzed sequencing data from 43 NDD patients across four ES runs, including 14 individuals sequenced by both ES (Twist Human-Core-Exome-v1.3) and GS. Low-coverage regions (LCRs) were defined as target intervals with mean depth <20 x, and z-scores < -1.96 were used to identify batch-specific systematic LCRs. LCRs were clinically annotated using OMIM and SysNDD databases.

resultsLCR patterns were highly consistent within each ES batch but were characterized by extreme variability between batches. Higher global mean coverage increased intra-batch consistency, but batches sequenced at a commonly accepted yield in clinical sequencing (>100 x mean coverage) showed thousands of batch-specific LCRs. LCR patterns substantially diverged between ES and GS, displaying preferential impact on different genes. Although a restricted group of genes accumulates LCRs disproportionately, most LCRs are broadly dispersed throughout the genome. LCRs were not systematically associated with features such as GC content and genomic location (e.g., exon 1). Interestingly, LCRs affected OMIM/SysNDD genes and occasionally overlapped ClinVar pathogenic variants, indicating potential impact on diagnostic sensitivity.

conclusionThe global distribution of coverage gaps appears strongly influenced by batch-specific effects, making the occurrence of LCRs partly unpredictable even within clinically relevant gene sets. These findings support systematic assessment of LCRs as a component of quality evaluation in diagnostic sequencing workflows.

Indexed as

ExomeExome SequencingGenome, HumanNeurodevelopmental DisordersHigh-Throughput Nucleotide SequencingHumansSequence Analysis, DNAWhole Genome Sequencingclinical utilitycoverage gapcoverage quality controlexome sequencingwhole genome sequencing

Identifiers

PMID41898803
PMCPMC13025359

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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.