Evidence map›Paper›PMID 42643463›Full record

ArticleComputational and structural biotechnology journal2026

ProGenFixer: An Ultrafast and Accurate Tool for Correcting Prokaryotic Genome Sequences Using a Mapping-Free Algorithm.

Lifu Song, Mei Wang, Xiaoping Liao, Junli Wu, Zhenkun Shi, Ruoyu Wang, Haoran Li, Lulu Liu, Botao He, Xiaomeng Ni and 6 more

Abstract read
In one paragraph

Article in Computational and structural biotechnology journal, 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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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

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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

16 authors.

Lifu SongCollege of Biotechnology, Tanjin University of Science and Technology, Tianjin 300457, China.ORCID https://orcid.org/0000-0003-1092-4568
Mei WangTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.ORCID https://orcid.org/0009-0007-4550-4017
Xiaoping LiaoTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.ORCID https://orcid.org/0000-0002-9852-910X
Junli WuCollege of Biotechnology, Tanjin University of Science and Technology, Tianjin 300457, China.
Zhenkun ShiTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Ruoyu WangTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Haoran LiTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Lulu LiuTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Botao HeTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Xiaomeng NiTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Qinggang LiCollege of Biotechnology, Tanjin University of Science and Technology, Tianjin 300457, China.
Jinshan LiDepartment of Strategic and Integrative Research, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Hongwu MaTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.ORCID https://orcid.org/0000-0001-5325-2314
Ping ZhengTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Jibin SunTianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.
Yanhe MaDepartment of Strategic and Integrative Research, Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Although several tools exist for prokaryotic genome correction, most depend on external read mappers that impose computational overhead and usability barriers, leaving a need for fast, accurate, standalone solutions. We present ProGenFixer, a mapping-free tool that identifies and corrects errors in prokaryotic genomes using next-generation sequencing data. ProGenFixer compares

Identifiers

PMID42643463
PMCPMC13504041

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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.