Evidence map›Paper›PMID 36927439›Full record

ArticleBMC bioinformatics2023

nPoRe: n-polymer realigner for improved pileup-based variant calling.

Tim Dunn, David Blaauw, Reetuparna Das, Satish Narayanasamy

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Article in BMC bioinformatics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

4 authors.

Tim DunnUniversity of Michigan, Ann Arbor, USA. timdunn@umich.edu.ORCID http://orcid.org/0000-0003-3429-4329
David BlaauwUniversity of Michigan, Ann Arbor, USA.
Reetuparna DasUniversity of Michigan, Ann Arbor, USA.
Satish NarayanasamyUniversity of Michigan, Ann Arbor, USA.

Funding

National Science Foundation 1841052National Science Foundation 2030454
6 · The paper itself

Abstract

Despite recent improvements in nanopore basecalling accuracy, germline variant calling of small insertions and deletions (INDELs) remains poor. Although precision and recall for single nucleotide polymorphisms (SNPs) now exceeds 99.5%, INDEL recall remains below 80% for standard R9.4.1 flow cells. We show that read phasing and realignment can recover a significant portion of false negative INDELs. In particular, we extend Needleman-Wunsch affine gap alignment by introducing new gap penalties for more accurately aligning repeated n-polymer sequences such as homopolymers ([Formula: see text]) and tandem repeats ([Formula: see text]). At the same precision, haplotype phasing improves INDEL recall from 63.76 to [Formula: see text] and nPoRe realignment improves it further to [Formula: see text].

Indexed as

AlgorithmsSoftwareHigh-Throughput Nucleotide SequencingINDEL MutationPolymorphism, Single NucleotideSequence Analysis, DNAAlignmentCopy numberGermline variant callingHomopolymerNanopore sequencingN-polymerShort tandem repeatVariable gap penalty

Identifiers

PMID36927439
PMCPMC10022090

What OpenQuestion holds

Textfull text, public
LicenceCC BY
measurements read48
table measurements read2
Read underepoch 390

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.