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. 2026 Jun 1;8:73. doi: 10.1186/s42523-026-00560-x

Table 1.

Results of PERMANOVA tests evaluating the effects of caste/counterpart identity and species on microbiome community composition across different subsets of the data

Data set Variable Df SumOfSqs R 2 F P value
Full (workers & larvae), ‘Box’ as random Caste 1 0.37 0.12 18.59 0.000
Species 1 0.10 0.03 5.13 0.000
Residual 127 2.54 0.85
Total 129 3.01 1.00
Model R2 0.15
Workers (no ‘Box’ variable) Counterpart identity 1 0.03 0.02 1.52 0.198
Species 1 0.04 0.02 2.02 0.125
Residual 86 1.50 0.96
Total 88 1.56 1.00
Model R2 0.04
Larvae (no ‘Box’ variable) Counterpart identity 1 0.10 0.09 4.48 0.020
Species 1 0.13 0.13 6.08 0.005
Residual 38 0.84 0.79
Total 40 1.07 1.00
Model R2 0.21
Workers, ‘Box’ nested Species 0 0.00 0.00 -Inf NA
Counterpart identity\Box 17 0.67 0.43 3.30 0.000
Residual 69 0.83 0.53
Total 88 1.56 1.00
Model R2 0.47
Larvae, ‘Box’ nested Species 0 0.00 0.00 Inf NA
Counterpart identity\Box 13 0.46 0.43 2.34 0.002
Residual 25 0.38 0.36
Total 40 1.07 1.00
Model R2 0.64

The models include ‘Box’ either as a random factor or nested structure when applicable. Reported are degrees of freedom (Df), sum of squares (SumOfSqs), proportion of variance explained (R²), F-statistics, and associated p-values (Pr(> F) - value). Model R² refers to the total variance explained by the fixed effects in each model