Evidence map›Paper›PMID 39052829›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2024

Targeted whole-genome recovery of single viral species in a complex environmental sample.

Liyin Chen, Anqi Chen, Xinge Diana Zhang, Maria Teresa Saenz Robles, Hee-Sun Han, Yi Xiao, Gao Xiao, James M Pipas, David A Weitz

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. 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. High-sensitivity, protein-independent detection of dsDNA sequences.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. Article
  3. A Robust Synthesis of Fluorosurfactants with Tunable Functionalities via a Two-Step Reaction.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Liyin ChenJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.
Anqi ChenJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.
Xinge Diana ZhangJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.ORCID 0000-0003-3915-8334
Maria Teresa Saenz RoblesDepartment of Biological Sciences, University of Pittsburgh, Pittsburgh, PA 15260.ORCID 0000-0002-6802-4792
Hee-Sun HanDepartment of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0003-3616-291X
Yi XiaoJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.
Gao XiaoJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.ORCID 0000-0002-6166-8771
James M PipasDepartment of Biological Sciences, University of Pittsburgh, Pittsburgh, PA 15260.
David A WeitzJohn A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA 02138.ORCID 0000-0001-6678-5208

Funding

Manipulation of innate immunity by Polyomavirus T antigensR01AI153156 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI PIPAS, JAMES M · 2020 to 2024
$2.0M
NIAID NIH HHS R01 AI153156US National institute for health 5R01AI153156
6 · The paper itself

Abstract

Characterizing unknown viruses is essential for understanding viral ecology and preparing against viral outbreaks. Recovering complete genome sequences from environmental samples remains computationally challenging using metagenomics, especially for low-abundance species with uneven coverage. We present an experimental method for reliably recovering complete viral genomes from complex environmental samples. Individual genomes are encapsulated into droplets and amplified using multiple displacement amplification. A unique gene detection assay, which employs an RNA-based probe and an exonuclease, selectively identifies droplets containing the target viral genome. Labeled droplets are sorted using a microfluidic sorter, and genomes are extracted for sequencing. We demonstrate this method's efficacy by spiking two known viral genomes, Simian virus 40 (SV40, 5,243 bp) and Human Adenovirus 5 (HAd5, 35,938 bp), into a sewage sample with a final abundance in the droplets of around 0.1% and 0.015%, respectively. We achieve 100% recovery of the complete sequence of the spiked-in SV40 genome with uniform coverage distribution. For the larger HAd5 genome, we cover approximately 99.4% of its sequence. Notably, genome recovery is achieved with as few as one sorted droplet, which enables the recovery of any desired genomes in complex environmental samples, regardless of their abundance. This method enables single-genome whole-genome amplification and targeting characterizations of rare viral species and will facilitate our ability to access the mutational profile in single-virus genomes and contribute to an improved understanding of viral ecology.

Indexed as

Genome, ViralSimian virus 40Adenoviruses, HumanHumansMetagenomicsSewageSewagede novo genome assemblydroplet microfluidicsisothermal gene detectionsingle-virus sequencingwhole-genome amplification

Identifiers

PMID39052829
PMCPMC11295033

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.