Multivariate morphometric analysis of <i>Meloidogyne</i> spp. in Tamil Nadu, India: A PCA-based approach to population differentiation in carrot ecosystems

Root-knot nematodes (Meloidogyne spp.) are major agricultural pests threatening carrot (Daucus carota L.) cultivation in Tamil Nadu, India, causing significant yield losses. This study employed Principal Component Analysis (PCA) to investigate the morphometric traits of second-stage juveniles (J2) and adult females from eight Meloidogyne spp. populations collected from carrot-growing regions across Tamil Nadu. Morphological characterization involved extracting J2 and adult females, preparing whole mounts in glycerin, dissecting female perineal patterns, and recording morphometric measurements using Camera Lucida, phase contrast, and scanning electron microscopy. It revealed variations in key traits, including body and stylet length, with significant differences between nematode populations from hill and plain regions. PCA reduced the high-dimensional data, explaining 93.80% and 93.45% of the total variance in females and juveniles, respectively. Strong positive correlations were observed between body length and median bulb length in juveniles, dorsal gland orifice (DOGO), and body width in females. Negative correlations were also noted for stylet width and DOGO in females. PCA clustering revealed three distinct groups, with juveniles from Shoolagiri and Hosur forming one group and females from the Nilgiris and Kodaikanal clustering together, indicating geographic and environmental influence on morphometric traits. Stylet length emerged as a key distinguishing factor for both juvenile and female populations. These findings clearly explain the morphometric diversity within Meloidogyne populations, offering new insights into nematode management strategies in Tamil Nadu’s carrot ecosystems. This study also underscores the utility of PCA in streamlining morphometric analysis, enhancing the precision and speed of nematode identification.

Authors

Institutions

Publication Details

Journal
Journal of Applied and Natural Science
Published
2025-03-20
DOI
https://doi.org/10.31018/jans.v17i1.6348
Primary Topic
Agricultural Practices and Plant Genetics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multivariate morphometric analysis of Meloidogyne spp. in Tamil Nadu, India: A PCA-based approach to population differentiation in carrot ecosystems

A. Arunachalam, Lalson Wesly Johnson, Devrajan Kandasamy, Raja Swaminathan Vairavan
Journal of Applied and Natural Science
Agricultural Practices and Plant Genetics
article

Multivariate morphometric analysis of Meloidogyne spp. in Tamil Nadu, India: A PCA-based approach to population differentiation in carrot ecosystems

A. Arunachalam, Lalson Wesly Johnson, Devrajan Kandasamy, Raja Swaminathan Vairavan
article en

Abstract

Root-knot nematodes (Meloidogyne spp.) are major agricultural pests threatening carrot (Daucus carota L.) cultivation in Tamil Nadu, India, causing significant yield losses. This study employed Principal Component Analysis (PCA) to investigate the morphometric traits of second-stage juveniles (J2) and adult females from eight Meloidogyne spp. populations collected from carrot-growing regions across Tamil Nadu. Morphological characterization involved extracting J2 and adult females, preparing whole mounts in glycerin, dissecting female perineal patterns, and recording morphometric measurements using Camera Lucida, phase contrast, and scanning electron microscopy. It revealed variations in key traits, including body and stylet length, with significant differences between nematode populations from hill and plain regions. PCA reduced the high-dimensional data, explaining 93.80% and 93.45% of the total variance in females and juveniles, respectively. Strong positive correlations were observed between body length and median bulb length in juveniles, dorsal gland orifice (DOGO), and body width in females. Negative correlations were also noted for stylet width and DOGO in females. PCA clustering revealed three distinct groups, with juveniles from Shoolagiri and Hosur forming one group and females from the Nilgiris and Kodaikanal clustering together, indicating geographic and environmental influence on morphometric traits. Stylet length emerged as a key distinguishing factor for both juvenile and female populations. These findings clearly explain the morphometric diversity within Meloidogyne populations, offering new insights into nematode management strategies in Tamil Nadu’s carrot ecosystems. This study also underscores the utility of PCA in streamlining morphometric analysis, enhancing the precision and speed of nematode identification.

Journal of Applied and Natural ScienceVol. 17(1)
Indian Agricultural Statistics Research Institute (IN), Dalhousie University (CA), Tamil Nadu Agricultural University (IN), Indian Agricultural Research Institute (IN)
Openalex Percentile: Top 96%
Agricultural Practices and Plant Genetics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.