Evidence map›Paper›PMID 42078497›Full record

ArticleArXiv2026

VARIANT: Web Server for Decoding and Analyzing Viral Mutations at Genome and Protein Levels.

Rui Wang, Xuhang Dai, Xin Cao, Changchuan Yin, Tamar Schlick, Guo-Wei Wei

Abstract readPreprint
In one paragraph

Article in ArXiv, 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

5 · Who and what money

Authors and funding

6 authors.

Rui WangSimons Center for Computational Physical Chemistry, New York University, New York, NY 10003, USA.ORCID 0000-0002-7402-6372
Xuhang DaiDepartment of Chemistry, New York University, New York, NY 10003, USA.ORCID 0009-0007-6712-8737
Xin CaoSimons Center for Computational Physical Chemistry, New York University, New York, NY 10003, USA.ORCID 0000-0001-8787-594X
Changchuan YinDepartment of Mathematics, Statistics, and Computer Science, University of Illinois at Chicago, Chicago, IL, USA.ORCID 0000-0002-4147-4195
Tamar SchlickSimons Center for Computational Physical Chemistry, New York University, New York, NY 10003, USA.ORCID 0000-0002-2392-2062
Guo-Wei WeiDepartment of Mathematics, Michigan State University, East Lansing, MI 48824, USA.ORCID 0000-0001-8132-5998

Funding

Bridging Disparate Structural/Functional Scales: Multiscale Modeling of the Chromatin Fiber and RNA Tertiary StructuresR35GM122562 · NIGMS · NEW YORK UNIVERSITY · PI Tamar Schlick · 2017 to 2026
$4.6M
AI-based platform for predicting emerging vaccine-escape variants and designing mutation-proof antibodiesR01AI164266 · NIAID · UNIVERSITY OF GEORGIA · PI Guowei Wei, YONG-HUI ZHENG · 2022 to 2026
$2.7M
Discovery-Driven Mathematics and Artificial Intelligence for Biosciences and Drug DiscoveryR35GM148196 · NIGMS · UNIVERSITY OF GEORGIA · PI Guowei Wei · 2023 to 2026
$1.5M
NIAID NIH HHS R01 AI164266NIGMS NIH HHS R35 GM122562NIGMS NIH HHS R35 GM148196
6 · The paper itself

Abstract

A comprehensive analysis of viral mutations is essential for understanding viral evolution, disease epidemiology, diagnosis, drug resistance, immune escape, etc. However, challenges remain in capturing complex mutation patterns and supporting diverse viral families with varying genome architectures. To address these needs, we present VARIANT, an openly accessible web server for mutational analysis of RNA viral genomes and associated viral products across both single- and multi-segment virus genomes. The server takes as input a viral reference genome, a reference protein sequence, and/or multiple sequence alignment, and automatically provides full annotation of mutation types, including standard categories such as point mutations (missense, silent, and nonsense), insertions, deletions, or frameshift events in both coding and non-coding regions. In addition, VARIANT detects three biologically significant mutation patterns that often overlooked by conventional software/packages: "

Identifiers

PMID42078497
PMCPMC13134645

What OpenQuestion holds

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LicenceCC BY
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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.