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Table 1 Immune module gene content and putative biological function based on GO terms (top three shown) and literature

From: An interaction map of circulating metabolites, immune gene networks, and their genetic regulation

Module

Size

GO terms

Literature-based immune-related function of genes

Cytotoxic cell-like module (CCLM)

130

(115)

Immune system process

Defense response

Immune response

Cytotoxic effectors (GZMA, GZMB, GZMM, CTSW, PRF1 [66]); surface receptors (IL2RB, SLAMF6, CD8A, CD8B, CD2, CD247, KLRD1, KLRG1 [66,67,68]); T and NK cell differentiation (ID2 and EOMES [69, 70]), activation (ZAP70 and CBLB [71, 72]), and recruitment (CX3CR1, CCL5, CCL4L2 [73])

Viral response module (VRM)

95

(88)

Response to virus

Type I interferon signaling pathway

Response to biotic stimulus

Type I interferon-induced antiviral activity (IFITM1, IFIT1, IFIT2, IFIT3, IFIT5, IFI44, IFI44L, IFI6, MX1, ISG15, ISG20, HERC5 [74, 75]); viral RNA degradation (OAS1, OAS2, OAS3, OASL, DDX60 [30]); type 1 interferon-signaling pathway (IRF9, STAT1, STAT2 [76, 77])

B-cell activity module (BCM)

54

(49)

Immune system process

Immune response

B cell activation

B cell surface markers (CD79A, CD79B, CD22 [33, 78]); B cell activation (BANK1, BTLA, CD40, TNFRSF13B, TNFRSF13C [79]), development (POU2AF1, BCL11A, RASGRP3 [80]), migration (CXCR5, CCR6 [80, 81]), and their regulation (CD83, FCER2, FCRL5 [82]); antigen presentation (HLA-DOA, HLA-DOB [83])

Platelet module

(PM)a

114

(106)

Coagulation

Blood coagulation

Cell activation

Platelet receptor signaling, activation, and coagulation (GP6, GP9, ITGA2B, ITGB3, ITGB5, MGLL, MPL, MMRN1, PTK2, VCL, THBS1, F13A1, VWF, [84]); regulating platelet activity (SEPT5, TSPAN9 [85, 86])

Neutrophil module (NM)a

26

(26)

Killing of cells of other organism

Cell killing

Response to fungus

Anti-microbial, -fungal, and -viral activity (DEFA1, DEFA1B, DEFA3, DEFA4, ELANE, BPI, RNASE2, RNASE3 [87,88,89,90]); neutrophil-mediated activity (AZU1, LCN2, MPO, CEACAM6, CEACAM8, OLFM4 [90, 91]) and its regulation (LCN2, CAMP, OLR1 [49, 92, 93])

Lipid-leukocyte module (LLM)a

13

(13)

Mast cell and basophil functionb

Mast cell and basophil related immune response and allergic inflammation (FCER1A, HDC, GATA2, SLC45A3, CPA3, MS4A3 [13, 94, 95])

General immune module A (GIMA)

509

(482)

Immune system process

Defense response

Regulation of response to stimulus

These modules contain genes involved in a broad range of immune processes and their regulation such as signaling; cell death; defense response to stress, inflammation, and external stimuli; leukocyte activation, migration, and adhesion

General immune module B (GIMB)

74

(69)

Immune response-activating signal transduction

Positive regulation of immune response

Activation of immune response

  1. Size refers to the number of core genes in each module and the subset of these core genes with GO term annotations are listed in parentheses. Functions were assigned to each of these modules based on GO enrichments and literature-based searches for genes in the modules.
  2. a Modules previously reported to have immune related function
  3. b The LLM was not significantly enriched for any GO term