Table 3 Sorghum study analysis results: features with a significant effect on sorghum root ODPA production in the study population with FDR control at the 0.05 level using the Benjamini–Hochberg (BH) procedure on the debiased LASSO estimate following sure independence screening (iterative SIS)

From: Feature selection and causal analysis for microbiome studies in the presence of confounding using standardization

	Standardized		Conditional: high N			Conditional: low N
Feature	Estimate	q-value	Estimate	q-value	Mean (SD)	Estimate	q-value	Mean (SD)
Order	3.18	\(<0.001\)	6.36	\(<0.001\)	56.8 (10.6)	0.00	1.000	52.5 (10.2)
Rhodocyclales	3.18	\(<0.001\)	6.36	\(<0.001\)	56.8 (10.6)	0.00	1.000	52.5 (10.2)
Family	4.68	\(<0.001\)	0.00	1.000	13.4 (4.0)	9.37	\(<0.001\)	5.1 (2.2)
Rhodospirillaceae	4.68	\(<0.001\)	0.00	1.000	13.4 (4.0)	9.37	\(<0.001\)	5.1 (2.2)
Genus	3.72	\(<0.001\)	7.45	\(<0.001\)	6.9 (6.5)	0.00	1.000	1.6 (1.5)
Massilia	3.72	\(<0.001\)	7.45	\(<0.001\)	6.9 (6.5)	0.00	1.000	1.6 (1.5)
Unnamed order	1.53	0.001	3.06	0.001	6.7 (3.5)	0.00	1.000	10.9 (5.8)
Sva0725	1.53	0.001	3.06	0.001	6.7 (3.5)	0.00	1.000	10.9 (5.8)

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