Evidence map›Paper›PMID 41315331›Full record

ArticleNPJ biofilms and microbiomes2025

High-resolution microbiome analysis of host-rich samples using 2bRAD-M without host depletion.

Yuesong Jiang, Jiang Liu, Yufeng Zhang, Lisha Zhou, Enoch Kao, Shuwen Hou, Qianya Niu, Yongxin Liu, Zhenjiang Zech Xu, Tao Ding and 6 more

Abstract read
In one paragraph

Article in NPJ biofilms and microbiomes, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. [The Role of Salivary Microbiota in Oral and Systemic Disease Development and Diagnosis].Sichuan da xue xue bao. Yi xue ban = Journal of Sichuan University. Medical science edition · 2026
    Review
  3. Article
  4. Cervicovaginal microbiome alterations across HPV infection.Frontiers in cellular and infection microbiology · 2026
    Article
  5. 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

16 authors.

Yuesong JiangFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Jiang LiuQingdao OE Biotechnology Company Limited, Qingdao, Shandong, China.
Yufeng ZhangFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Lisha ZhouQingdao OE Biotechnology Company Limited, Qingdao, Shandong, China.
Enoch KaoFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Shuwen HouFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Qianya NiuQingdao OE Biotechnology Company Limited, Qingdao, Shandong, China.
Yongxin LiuShenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.
Zhenjiang Zech XuState Key Laboratory of Food Science and Technology, Nanchang University, Nanchang, China.
Tao DingDepartment of Immunology and Microbiology, Zhongshan School of Medicine, Sun Yat-Sen University, Guangzhou, China.
Yu-Xiong SuFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Yu LiuFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Gao ZhangFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China.
Xiuping WangQingdao OE Biotechnology Company Limited, Qingdao, Shandong, China. xiuping.wang@oebiotech.com.
Fei TengQingdao Stomatological Hospital Affiliated to Qingdao University, Qingdao, Shandong, China. tengfey@outlook.com.
Shi HuangFaculty of Dentistry, The University of Hong Kong, Hong Kong SAR, China. shihuang@hku.hk.

Funding

Health and Medical Research Fund 10212276Natural Science Foundation of Shandong Province ZR2024MH23Taishan Scholar Award For Young Expert tsqn201909126
6 · The paper itself

Abstract

Characterizing human microbiota in host-dominated samples is crucial for understanding host-microbe interactions, yet is challenged by the high host DNA context (HoC). Current depletion strategies are limited by DNA loss and require immediate processing. In this paper, we introduce 2bRAD-M, a reduced metagenomic sequencing method that enables efficient host-microbe analysis without prior host depletion. Validated on mock samples with >90% human DNA, 2bRAD-M achieved over 93% in AUPR and L2 similarity. In both saliva and oral cancer samples, 2bRAD-M closely matched WMS profiles; in the former, it captured diurnal and host-specific patterns with only 5-10% of the sequencing effort. In an early childhood caries (ECC) study, 2bRAD-M identified key bacterial indicators and distinguished ECC from healthy subjects (AUC = 0.92). By providing high-resolution microbial profiles without host depletion, 2bRAD-M offers a practical and efficient solution for HoC-challenged microbiome research.

Indexed as

BacteriaHost Microbial InteractionsMetagenomicsMicrobiotaSequence Analysis, DNAChildChild, PreschoolDental CariesDNA, BacterialHigh-Throughput Nucleotide SequencingHumansMouth NeoplasmsSalivaDNA, Bacterial

Identifiers

PMID41315331
PMCPMC12663593

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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.