Submitted:
01 October 2026
Posted:
05 October 2026
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Abstract
The independent origins of plant parasitism in nematodes offer a classic model for studying the evolution of parasitic adaptations. Using comparative genomics, we analyzed representative nematodes from the superfamilies Aphelenchoidea and Tylenchoidea within the suborder Tylenchina, uncovering the genetic basis of cross-superfamily molecular convergence and lineage-specific divergence. Overall, sequence-level molecular convergence was relatively weak, reflecting dilution of evolutionary contrast by closely related ancestral genetic backgrounds and the diverse genetic mechanisms by which different lineages attain the plant-parasitic phenotype. Nevertheless, these two independently evolved parasitic lineages exhibited a predictable, general-purpose molecular arsenal for breaching host physical and immune barriers. At the metabolic level, the unsaturated fatty acid biosynthesis pathway (ko01040) underwent concordant and significant contraction across plant-parasitic lineages throughout the suborder, suggesting a possible shift toward greater reliance on host-derived lipids, although this remains to be functionally tested. At the sequence level, the two superfamilies displayed strong site-level convergence in core genes including host recognition (GRK, Tr-type G), effector protein folding (PDI), plant nitrogen assimilation (asparagine synthetase), and interfacial stress perception (DOMON, alkaline ceramidase), which may contribute to the molecular framework for breaching parasitic barriers and warrant further experimental validation. Building on this foundation, life-history and niche differentiation drove a dual-track paradigm. The Tylenchoidea lineage, represented by sedentary endoparasites, followed a path of large-scale genome-wide streamlining, with extensive outsourcing and degeneration of autonomous metabolic pathways, highly adapted to the stable internal environment of specialized root feeding sites. In contrast, the migratory parasitic Aphelenchoidea displayed a dual paradigm of conserved genome-wide metabolic versatility coupled with precise micro-level remodeling of stress-resistance networks, which we propose, as candidate hypotheses, may facilitate adaptation to the high-stress aerial environment and multiple hosts through micro-scale remodeling of mitochondrial stress responses, host-lipid utilization, and medium-sensing proteins. This contrast between macro-scale degeneration and micro-scale specialization provides a genomic perspective that may help inform future work on the origin and evolutionary radiation of parasitism in invertebrates.
Keywords:
1. Introduction
2. Materials and Methods
2.1. Species Selection, Genome Data Acquisition, and Quality Control
2.2. Orthologous Gene Clustering and Phylogenetic Tree Construction
2.3. Assessment of Conservation Between plant-Parasitic and Non-Plant-Parasitic Nematodes
2.4. Screening of Amino Acid Convergent Sites
2.5. Screening of Convergent Sites in Amino Acid Physicochemical Properties
2.6. Screening of Genes Under Shared Positive Selection in Plant-Parasitic Nematodes
2.7. Progressive Convergence Dynamics Analysis of Gene Family and KEGG Pathway Member Counts
3. Results
3.1. Phylogenetic Analysis and Independent Origins of the Parasitic Habit
3.2. Characteristics of Orthologous Gene Clustering
3.3. Global Divergence of Selection Pressure Between Plant-Parasitic and Non-Parasitic Lineages
3.4. Convergent Evolution at Amino Acid Sites and in Physicochemical Properties
3.5. Convergent Evolution and Paradigm Divergence of KEGG Metabolic Pathways
4. Discussion
4.1. Biological Causes and Evolutionary Logic Underlying the Weak Molecular Convergence Signal in Plant-Parasitic Nematodes
4.2. A “General-Purpose Parasitic Molecular Arsenal” for Breaching Plant Defense Barriers and the Limits of Convergent Evolution
4.3. The “Dual-Track” Evolutionary Paradigm of Sedentary Endoparasitic and Migratory Parasitic Nematodes
4.4. Limitations and Future Perspectives
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| ATP | Adenosine triphosphate |
| BIC | Bayesian information criterion |
| CAFE | Computational analysis of gene family evolution |
| CDS | Coding sequence |
| CRISPR | Clustered regularly interspaced short palindromic repeats |
| CSS | Convergence at similar sites |
| CWDE | Cell wall-degrading enzyme |
| DOMON | Dopamine β-monooxygenase N-terminal domain |
| GLM | Generalized linear model |
| GRK | G protein-coupled receptor kinase |
| GS | Grouping scheme (GS1–GS4) |
| IQR | Interquartile range |
| JA | Jasmonic acid |
| Ka | Number of non-synonymous substitutions per non-synonymous site |
| Ks | Number of synonymous substitutions per synonymous site |
| KEGG | Kyoto Encyclopedia of Genes and Genomes |
| LRT | Likelihood ratio test |
| MARVEL | MAL and related proteins for vesicle trafficking and membrane link |
| ML | Maximum likelihood |
| NADPH | Reduced nicotinamide adenine dinucleotide phosphate |
| PAML | Phylogenetic analysis by maximum likelihood |
| PDI | Protein disulfide-isomerase |
| PPN | Plant-parasitic nematode |
| ROS | Reactive oxygen species |
| RNAi | RNA interference |
| SD | Standard deviation |
| snRNA-seq | Single-nucleus RNA sequencing |
| Suf | Sulfur mobilization (Suf domain-containing protein) |
| WGD | Whole-genome duplication |
| ZIP | Zrt- and Irt-like protein (zinc/iron permease) |
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| Species | Total genes | Clustered genes (%) | Unassigned genes (%) | Species-specific genes (%) |
| A. besseyi | 11,794 | 91.1 | 8.9 | 8.4 |
| A. bicaudatus | 10,675 | 92.9 | 7.1 | 4.1 |
| A. avenae | 43,185 | 91.0 | 9.0 | 47.1 |
| B. okinawaensis | 14,544 | 91.6 | 8.4 | 5.2 |
| B. xylophilus | 15,860 | 92.1 | 7.9 | 8.9 |
| D. destructor | 13,931 | 83.4 | 16.6 | 12.2 |
| P. redivivus | 24,249 | 78.9 | 21.1 | 31.1 |
| Analysis metric |
Bxyl vs Boki (B. xylophilus vs B. okinawaensis) |
Abes vs Abic (A. besseyi vs A. bicaudatus) |
| Number of 1:1 orthologous gene pairs | 13,651 | 9,584 |
| Ka/Ks mean ± SD | 0.122 ± 0.145 | 0.180 ± 0.109 |
| Ka/Ks median (IQR) | 0.082 (0.041–0.148) | 0.156 (0.098–0.231) |
| No. of genes with Ka/Ks < 0.1 (%) | 2,690 (57.5%) | 884 (25.8%) |
| No. of genes with 0.1 ≤ Ka/Ks < 0.5 (%) | 1,956 (41.8%) | 2,498 (73.0%) |
| No. of genes with 0.5 ≤ Ka/Ks < 1.0 (%) | 32 (0.7%) | 42 (1.2%) |
| No. of genes with Ka/Ks ≥ 1.0 (%) | 3 (0.06%) | 0 (0%) |
| No. of genes with undefined Ka/Ks (NaN, Ks = 0) | 8,970 (65.7%) | 6,160 (64.3%) |
| Evolutionary paradigm | Criterion | No. (n) | Proportion (%) | Representative pathway examples |
| Suborder-wide shared contraction | Concordant significant contraction in both Core and Tylenchida (|log2FC| ≥ 1, P < 0.05) | 1 | 0.18% | ko01040 (unsaturated fatty acid biosynthesis) |
| Core-unique contraction | Significant contraction only in Core (|log2FC| ≥ 1, P < 0.05) | 2 | 0.35% | ko02020 (two-component system), ko99987 |
| Tylenchida-unique contraction | Significant contraction only in Tylenchida (|log2FC| ≥ 1, P < 0.05) | 204 | 35.92% | ko00534, ko03029, ko03050 (proteasome) |
| Tylenchida-unique expansion | Significant expansion only in Tylenchida (|log2FC| ≥ 1, P < 0.05) | 1 | 0.18% | ko00524 (neomycin, kanamycin and gentamicin biosynthesis) |
| Not significant (unassigned) | Does not meet the significance criteria | 360 | 63.38% | — |
| Total | — | 568 | 100% | — |
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