Evidence map›Paper›PMID 42052260›Full record

ArticleFrontiers in plant science2026

Stability analysis of cocoa clones for yield in the humid tropics of India.

Alwala Kireeti, Gunna Ramanandam, Valluri Govardhan Rao, Boddepalli Neeraja, N B V Chalapathi Rao, Elain Apshara, S Sumitha, Augustine B Jerard

Abstract read
In one paragraph

Article in Frontiers in plant science, 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

8 authors.

Alwala KireetiDepartment of Horticulture, Dr. YSR Horticultural University, Venkataramannagudem, Andhra Pradesh, India.
Gunna RamanandamDepartment of Horticulture, Dr. YSR Horticultural University, Venkataramannagudem, Andhra Pradesh, India.
Valluri Govardhan RaoHorticultural Research Station, Ambajipeta, Andhra Pradesh, India.
Boddepalli NeerajaHorticultural Research Station, Ambajipeta, Andhra Pradesh, India.
N B V Chalapathi RaoDepartment of Horticulture, Dr. YSR Horticultural University, Venkataramannagudem, Andhra Pradesh, India.
Elain ApsharaCrop Improvement, Indian Council of Agricultural Research (ICAR)-Central Plantation Crops Research Institute, Kasaragod, India.
S SumithaCrop Improvement, Indian Council of Agricultural Research (ICAR)-Central Plantation Crops Research Institute, Kasaragod, India.
Augustine B JerardCrop Improvement, Indian Council of Agricultural Research (ICAR)-Central Plantation Crops Research Institute, Kasaragod, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Climate change, marked by rising temperatures and shifting rainfall patterns, is known to impact cocoa growth thus fluctuating cocoa production in various countries. The objective of this study is to assess the yield stability and adaptability of different cocoa clones under varying environmental conditions and to identify genotypes suitable for climate-stressed and marginal environments. Methods: Six cocoa clones-VTLCC1, VTLCH1, VTLCH2, VTLCH3, VTLCH4, and VTLC1 (control) laid in RCBD with four replications as intercrops in a coconut plantation -were evaluated over four consecutive years (2020-2023) to assess variability in dry bean yield and related traits. Results: The combined regression, additive main effects and multiplicative interaction (AMMI), and variance-based stability analyses demonstrated a significant genotype-by-environment (G × E) interaction and clones differed widely in terms of dry bean yield and other yield parameters. VTLCH2 noted to be the most productive cocoa clone, exhibiting superior pod yield (41.36), higher bean number (41.90), dry bean yield (2.07kg/plant) and stable fat content across environments. Its β Discussion: VTLCH2 consistently recorded superior performance across years that differed in rainfall and temperature, indicating better tolerance to seasonal fluctuations in moisture availability and higher temperature conditions compared with the other clones, as indicated by a negative PC1, and positive PC2 near to unity in AMMI, confirmed the suitability of cocoa clone VTLCH2 for marginal (unfavorable) climate.

Indexed as

AMMIcocoaEberhart–Russell regressiongenotype by environmenthumid tropicyield stability

Identifiers

PMID42052260
PMCPMC13111314

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.