Evidence map›Paper›PMID 42566128›Full record

SynthesisVeterinary research communications2026

Prevalence of bluetongue in sheep and goats across different climatic regions and zones in India: a meta-analysis.

Paramanandham Krishnamoorthy, Vidyashree Lakshmipura Krishnappa, Katkar Madhuri Deepak, Kuralayanapalya Puttahonnappa Suresh

Abstract readMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in Veterinary research communications, 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

4 authors.

Paramanandham KrishnamoorthyICAR-National Institute of Veterinary Epidemiology and Disease Informatics (NIVEDI), Ramagondanahalli, Yelahanka, Bengaluru, Karnataka, 560064, India. p.krishnamoorthy@icar.org.in.
Vidyashree Lakshmipura KrishnappaICAR-National Institute of Veterinary Epidemiology and Disease Informatics (NIVEDI), Ramagondanahalli, Yelahanka, Bengaluru, Karnataka, 560064, India.
Katkar Madhuri DeepakICAR-National Institute of Veterinary Epidemiology and Disease Informatics (NIVEDI), Ramagondanahalli, Yelahanka, Bengaluru, Karnataka, 560064, India.
Kuralayanapalya Puttahonnappa SureshICAR-National Institute of Veterinary Epidemiology and Disease Informatics (NIVEDI), Ramagondanahalli, Yelahanka, Bengaluru, Karnataka, 560064, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Bluetongue (BT), an arthropod-borne haemorrhagic viral disease of domestic and wild ruminants, and its prevalence was estimated by meta-analysis. BT prevalence studies in sheep and goats were obtained from published literatures for estimating prevalence in India by using R open-source software V3.2.5 with meta package. The pooled BT prevalence was 40.9% (95% confidence interval (CI): 34.8-47.3%, 95% prediction interval (PI): 5-90%) obtained from 98 studies with 51,973 samples. BT prevalence in sheep, goat, sheep and goat were 35.7, 37.7, and 48.2%, respectively. The period-wise analysis revealed a high BT prevalence during 2011-2020 (50.5%) than other decades. Based on zone-wise analysis, a higher BT prevalence was in central zone (53.7%) and lower in west zone (34.1%). The method-wise showed a higher BT prevalence by molecular method (41.7%) and tissue was found to be suitable sample-type. BT prevalence was higher in BTV-1 (40.3%) and lower in BTV-9 (10.4%) serotypes. The monsoon type with dry season in high sun period region showed a higher BT prevalence and lower in monsoon type with short dry winter season was observed. The present study identified high-risk zones, states, climatic regions and suitable sample type, diagnostic method for determining BT prevalence in India. Nearly one-third of sheep and goat populations are affected with BT in India. This warrants necessary control and preventive measures against BT by vaccination strategies, to uplift the small ruminant farming mostly managed by small and marginal farmers in India.

Indexed as

BluetongueBluetongue virusGoat DiseasesAnimalsClimateGoatsIndiaPrevalenceSheepBluetongue virusMeta–analysisMolecularPrevalenceSerologySheep and goat

Identifiers

What OpenQuestion holds

Textmetadata
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.