Evidence map›Paper›PMID 35995413›Full record

ArticleJournal of advanced research2023

Optimization and evaluation of viral metagenomic amplification and sequencing procedures toward a genome-level resolution of the human fecal DNA virome.

Guangyang Wang, Shenghui Li, Qiulong Yan, Ruochun Guo, Yue Zhang, Fang Chen, Xiangge Tian, Qingbo Lv, Hao Jin, Xiaochi Ma and 1 more

Open access · goldAbstract read
In one paragraph

Article in Journal of advanced research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
7.3field-weighted citation impact, top 2% of its field
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

27 citing papers in PubMed, 44 citations in OpenAlex.

  1. Disrupted Gut Viral-Bacterial Ecology of Patients With Liver Cirrhosis.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Article
  2. Gut virome dynamics: from commensal to critical player in health and disease.Nature reviews. Gastroenterology & hepatology · 2026
    Review
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  8. Shotgun metagenomics on indoor air for surveillance of respiratory, enteric, and skin viruses in a Belgian daycare setting, January to December 2022.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2025
    Article
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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

11 authors at 3 institutions in 1 country.

Guangyang WangDepartment of Microbiology, College of Basic Medical Sciences, Dalian Medical University, Dalian 116044, China.
Shenghui LiPuensum Genetech Institute, Wuhan 430076, China; Key Laboratory of Precision Nutrition and Food Quality, Department of Nutrition and Health, China Agricultural University, Beijing 100083, China.
Qiulong YanDepartment of Microbiology, College of Basic Medical Sciences, Dalian Medical University, Dalian 116044, China.
Ruochun GuoPuensum Genetech Institute, Wuhan 430076, China.
Yue ZhangPuensum Genetech Institute, Wuhan 430076, China.
Fang ChenDepartment of Microbiology, College of Basic Medical Sciences, Dalian Medical University, Dalian 116044, China.
Xiangge TianDepartment of Microbiology, College of Basic Medical Sciences, Dalian Medical University, Dalian 116044, China; Pharmaceutical Research Center, Second Affiliated Hospital, Dalian Medical University, Dalian, China.
Qingbo LvPuensum Genetech Institute, Wuhan 430076, China.
Hao JinPuensum Genetech Institute, Wuhan 430076, China.
Xiaochi MaPharmaceutical Research Center, Second Affiliated Hospital, Dalian Medical University, Dalian, China. Electronic address: maxc1978@163.com.
Yufang MaDepartment of Microbiology, College of Basic Medical Sciences, Dalian Medical University, Dalian 116044, China. Electronic address: yufangma@dmu.edu.cn.
Dalian Medical University · CNSecond Affiliated Hospital of Dalian Medical University · CNChina Agricultural University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionViruses in the human gut have been linked to health and disease. Deciphering the gut virome is dependent on metagenomic sequencing of the virus-like particles (VLPs) purified from the fecal specimens. A major limitation of conventional viral metagenomic sequencing is the low recoverability of viral genomes from the metagenomic dataset.

objectivesTo develop an optimal method for viral amplification and metagenomic sequencing for maximizing the recovery of viral genomes.

methodsWe performed parallel virus enrichment and DNA extraction to generate ∼ 30 viral DNA samples from each of 5 fresh fecal specimens and conducted the experiments including 1) optimizing the cycle number for high-fidelity enzyme-based PCR amplification, 2) evaluating the reproducibility of the optimally whole viral metagenomic experimental process, 3) evaluating the reliability of multiple displacement amplification (MDA), 4) testing the capability of long-read sequencing for improving viral metagenomic assembly, and 5) comparing the differences between viral metagenomic and bulk metagenomic approaches.

resultsOur results revealed that the optimal cycle number for PCR amplification is 15. We verified the reliability of MDA and the effectiveness of long-read sequencing. Based on our optimized results, we generated 151 high-quality viruses using the dataset combined from short-read and long-read sequencing. Genomic analysis of these viruses found that most (60.3%) of them were previously unknown and showed a remarkable diversity of viral functions, especially the existence of 206 viral auxiliary metabolic genes. Finally, we uncovered significant differences in the efficiency and coverage of viral identification between viral metagenomic and bulk metagenomic approaches.

conclusionsOur study demonstrates the potential of optimized experiment and sequencing strategies in uncovering viral genomes from fecal specimens, which will facilitate future research about the genome-level characterization of complex viral communities.

Indexed as

ViromeVirusesDNA, ViralHigh-Throughput Nucleotide SequencingHumansMetagenomeReproducibility of ResultsDNA, ViralFecal DNA viromeHigh-quality viral genomeNanopore sequencingOptimal methodVirus-like particles

Identifiers

PMID35995413
PMCPMC10248800
OpenAlexW4293040420

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.