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Table 4 Enriched gene sets identified by GSEA using r-based ranking

From: Evaluation of multiple variate selection methods from a biological perspective: a nutrigenomics case study

Gene sets

ABBUD_LIF_UP (T5) [47]

ADIP_VS_PREADIP_DN

AGEING_KIDNEY_SPECIFIC_UP

BASSO_GERMINAL_CENTER_CD40_UP

BROCKE_IL6

DAVIES_MGUS_MM

IDX_TSA_DN_CLUSTER1

KRETZSCHMAR_IL6_DIFF

LEE_DENA_UP (T2) [60]

LEE_MYC_E2F1_UP

LIAN_MYELOID_DIFF_GRANULE

LIAN_MYELOID_DIFF_RECEPTORS

LINDSTEDT_DEND_8H_VS_48H_UP

NI2_MOUSE_UP (T2) [40]

RIBAVIRIN_RSV_UP

ROSS_CBF_MYH

TAKEDA_NUP8_HOXA9_3D_UP

AGEING_KIDNEY_UP

\( \nabla \)

CARIES_PULP_HIGH_UP

\( \nabla \)

CARIES_PULP_UP

\( \nabla \)

FLECHNER_KIDNEY_TRANSPLANT_REJECTION_UP

\( \nabla \)

GALINDO_ACT_UP

\( \nabla \)

ICHIBA_GVHD (T6) [335]

\( \nabla \)

LAL_KO_3MO_UP

\( \nabla \)

LAL_KO_6MO_UP

\( \nabla \)

NADLER_OBESITY_UP

\( \nabla \)

NEMETH_TNF_UP

\( \nabla \)

TARTE_PC

\( \nabla \)

WIELAND_HEPATITIS_B_INDUCED

\( \nabla \)

AGEING_KIDNEY_SPECIFIC_DN

BETA_ALANINE_METABOLISM

BUTANOATE_METABOLISM

ELECTRON_TRANSPORT_CHAIN

FATTY_ACID_DEGRADATION

FATTY_ACID_METABOLISM (L2) [86]

FLECHNER_KIDNEY_TRANSPLANT_REJECTION_DN

HUMAN_MITODB_6_2002

IDX_TSA_UP_CLUSTER6 (L2) [166]

KREBS_TCA_CYCLE

LEE_DENA_DN

LYSINE_DEGRADATION

MITOCHONDRIA

MOOTHA_VOXPHOS

PROPANOATE_METABOLISM

VALINE_LEUCINE_AND_ISOLEUCINE_DEGRADATION

BILE_ACID_BIOSYNTHESIS

GLUTATHIONE_METABOLISM

HCC_SURVIVAL_GOOD_VS_POOR_UP

IDX_TSA_UP_CLUSTER5

TRYPTOPHAN_METABOLISM

WANG_MLL_CBP_VS_GMP_DN

ADIP_VS_FIBRO_UP (L3) [35]

ADIP_VS_PREADIP_UP (L3) [36]

LEE_CIP_UP (L4) [62]

LEE_MYC_TGFA_DN

TNFALPHA_ADIP_DN (L2) [59]

ZMPSTE24_KO_DN (L2) [32]

IDX_TSA_DN_CLUSTER2

\( \nabla \)

MYOD_NIH3T3_DN

\( \nabla \)

ROS_MOUSE_AORTA_DN

\( \nabla \)

STEMCELL_COMMON_DN

\( \nabla \)

TRANSLATION_FACTORS

\( \nabla \)

TRNA_SYNTHETASES

\( \nabla \)

  1. Key to symbols positively (▲) and negatively () enriched gene sets found for TIMP-1; positively () and negatively (\( \nabla \)) enriched gene sets found for LEP; gene sets also found using PLS-based ranking for TIMP-1() and LEP (). Emboldened gene sets were also identified from the CovProc selected variates. The size of the gene set is given in square brackets, and the number of CovProc identified genes present for TIMP-1 (T) or LEP (L) is shown in round brackets