Evidence map›Paper›PMID 41954393›Full record

ArticleMicrobiology spectrum2026

Genomic and evolutionary characterization of Chandipura virus: a cause of the 2024 outbreak in Gujarat, India.

Nitin Shukla, Urvi Budhbhatti, Apurvasinh Puvar, Ishan Raval, Ramesh Pandit, Priyank Chavda, Anita Chauhan, Dhwani Jhala, Dhruvi Shah, Tejas Shah and 9 more

Abstract read
In one paragraph

Article in Microbiology spectrum, 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

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

19 authors.

Nitin ShuklaDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.ORCID 0000-0002-3251-0369
Urvi BudhbhattiDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Apurvasinh PuvarDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.ORCID 0000-0002-9498-8931
Ishan RavalDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Ramesh PanditDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Priyank ChavdaDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Anita ChauhanDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Dhwani JhalaDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Dhruvi ShahDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Tejas ShahDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Janvi RavalDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Harshad PrajapatiHealth and Family Welfare Department, Government of Gujarat, Gandhinagar, India.
Nilam PatelHealth and Family Welfare Department, Government of Gujarat, Gandhinagar, India.
Kamlesh UpadhyayHealth and Family Welfare Department, Government of Gujarat, Gandhinagar, India.
Madhvi JoshiDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.
Amrutlal K PatelDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.ORCID 0000-0003-1021-4013
Vijay BondreIndian Council of Medical Research (ICMR)-National Institute of Virology, Pune, India.
Naveen KumarIndian Council of Medical Research (ICMR)-National Institute of Virology, Pune, India.
Chaitanya JoshiDepartment of Science and Technology, Gujarat Biotechnology Research Centre (GBRC), Government of Gujarat, Gandhinagar, India.ORCID 0000-0003-4680-2861

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Acute encephalitis syndrome (AES) caused by Chandipura virus (CHPV) is a rapidly progressive and often fatal neurological illness predominantly affecting children in India. However, limited research on CHPV disease progression and viral genomics has hindered a comprehensive understanding of its transmission dynamics and evolutionary behavior. CHPV is endemic in India, with previous outbreaks (2003-2004) reported case fatality rates (CFRs) ranging from 56% to 75%. In the current (2024) outbreak, the CFR declined to 46%, with an overall test-positivity rate of 18.6%, possibly reflecting improvements in supportive care. Despite advances in genomics and sequencing technologies, only a limited number of CHPV genomes are publicly available. To address this gap, we performed whole-genome sequencing of CHPV isolated from a pediatric patient aged 12 years from Patan, Gujarat. Comparative genomic analysis with previously reported Indian strain revealed approximately 293 mutations, including 24 non-synonymous. The estimated evolutionary rate of CHPV was ~1.62 × 10⁻² substitutions/site/year. Furthermore, the selective pressure analysis showed that, despite the virus being under strong purifying (negative) selection, several non-synonymous changes were identified. Nonetheless, as the present analysis is based on the single genome, further sequencing, validation, and broader comparative analysis are required to draw a definitive inference. However, these findings suggest that even under purifying selection pressure, CHPV retains the ability to infect and cause severe disease in children. This highlights the continued need to investigate virus-host interactions, particularly host immune responses, to better understand CHPV pathogenesis and its ability to cause disease in children. IMPORTANCE: Chandipura virus (CHPV) is an etiological agent of acute encephalitis syndrome (AES) in children, characterized by rapid neurological decline; yet the viral and host factors governing its neuropathogenesis and sudden outbreak dynamics remain poorly defined. Despite minimal genomic variation indicative of strong purifying selection, which supports the continued efficacy of existing molecular diagnostics and candidate therapeutics, CHPV re-emerges unpredictably in human populations, as exemplified by the 2024 AES cluster in Gujarat. This outbreak underscores the importance of continuous genomic surveillance to elucidate viral behavior and immune-evasion mechanisms. Moreover, it highlights the utility of both amplicon-based and metagenomic next-generation sequencing approaches for future CHPV detection and comprehensive genome characterization.

Indexed as

AESCHPVevolutionGujarat outbreakphylogenetics

Identifiers

PMID41954393
PMCPMC13141928

What Socratic holds

Textmetadata
LicenceCC BY
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Registered trials

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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 Socratic graph.