Evidence map›Paper›PMID 42828029›Full record

ArticlePeerJ2026

ChoCallate: a computational pipeline for consensus germline variant calling in genomic sequencing data.

Aleksey Ermolaev, Mikhail Divashuk

Abstract read
In one paragraph

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

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

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

2 authors.

Aleksey ErmolaevAll-Russian Research Institute of Agricultural Biotechnology, Moscow, Russia.
Mikhail DivashukAll-Russian Research Institute of Agricultural Biotechnology, Moscow, Russia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Accurate germline variant calling in non-model and polyploid organisms remains challenging due to sequencing errors, genomic complexity, and caller-specific biases. Existing ensemble methods of variant calling are constrained by species-specific training, limited portability, or an inability to process multiple samples concurrently. To address these limitations we developed ChoCallate, a Nextflow-based pipeline for consensus germline variant calling. The pipeline integrates three species-independent callers, bcftools, FreeBayes, and Genome Analysis Toolkit (GATK) HaplotypeCaller, within a flexible voting mechanism. A distinctive feature of ChoCallate is its incorporation of coverage-aware consensus generation

Indexed as

Computational BiologyGenomicsSequence Analysis, DNASoftwareArabidopsisGenome, PlantHigh-Throughput Nucleotide SequencingPolymorphism, Single NucleotideConsensus callingNextflowNext-generation sequencingPipelineVariant callingVoting-based consensus

Identifiers

PMID42828029
PMCPMC13632679

What OpenQuestion holds

Textmetadata
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.