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Table 3 Representative peripheral blood B cell genes differentially expressed in smokers

From: Epigenomic profiling of isolated blood cell types reveals highly specific B cell smoking signatures and links to disease risk

Gene

Description

FDR

FC

Functions and ontologies

GPR15

G protein-coupled receptor 15

1.35E−34

12.20

Anti-inflammatory, chronic smoking biomarker

HOMER3

Homer scaffold protein 3

2.69 E−11

2.51

Negative regulation of T-cell activation, NFAT inhibition

GPR55

G protein-coupled receptor 55

5.52 E−10

2.19

Cannabinoid receptor, nicotine use disorder

MGAT3

Beta-1,4-mannosyl-glycoprotein 4-beta-N-acetylglucosaminyltransferase

6.90 E−06

1.83

Glycoprotein oligosaccharide biosynthesis, N-glycosylation

ARHGAP6

Rho GTPase activating protein 6

9.08 E−05

2.22

Actin cytoskeleton, cell morphology

ETV7

ETS variant transcription factor 7

1.37 E−03

2.44

Transcriptional repressor

ITGAL

Integrin subunit alpha L

1.37 E−03

1.28

ICAM receptor, leukocyte adhesion and transmigration, lymphopoiesis, lymphocyte-mediated cytotoxicity

NCALD

Neurocalcin delta

1.39 E−03

3.13

Calcium ion binding, cytosolic neuronal calcium sensor

STEAP3

STEAP3 metalloreductase

1.39 E−03

1.79

Erythrocyte iron homeostasis

HFE

Homeostatic iron regulator

1.80 E−03

1.58

Iron homeostasis, homology with MHC class I

FOXP1

Forkhead box P1

3.11 E−03

− 1.26

Transcriptional regulator, B cell differentiation

AK8

Adenylate kinase 8

6.26 E−03

2.44

Transfer terminal phosphate group to nucleoside

NFE2L3

NFE2 like bZIP transcription factor 3

6.26 E−03

1.60

Erythrocyte-specific globin gene expression, lymphoma

MFN1

mitofusin 1

6.39 E−03

− 1.25

Mitochondrial clustering and fusion

AICDA

Activation induced cytidine deaminase

7.10 E−03

2.22

B cell somatic hypermutation, gene conversion, and class-switch recombination

CPAMD8

C3 and PZP like alpha-2-macroglobulin domain containing 8

7.10 E−03

2.33

Complement, innate immunity

SLC46A1

Solute carrier family 46 member 1

7.10 E−03

1.38

Proton-coupled folate transporter

TRERF1

Transcriptional regulating factor 1

7.87 E−03

1.69

Transcriptional activator of CYP11A1

MYH10

Myosin heavy chain 10

1.22 E−02

− 2.09

B cell development, proliferation, and antibody response

IGLC7

Immunoglobulin lambda constant 7

1.23 E−02

2.18

Immunoglobulin light chain production

L1CAM

L1 cell adhesion molecule

1.23 E−02

1.50

Neuronal migration and axonal growth, brain development

RARA

Retinoic acid receptor alpha

1.32 E−02

1.31

B cell growth and class-switch, T cell immunity

TRPS1

Transcriptional repressor GATA binding 1

1.32 E−02

− 1.28

Cell cycle, chondrocyte proliferation, breast cancer marker

BBC3

BCL2 binding component 3

1.57 E−02

1.61

Apoptosis, regulation of memory B cell survival

MAPK11

Mitogen-activated protein kinase 11

1.66 E−−02

1.78

MAPK signal transducer, inflammation, T cell immunity

CD82

CD82 molecule

1.75 E−02

1.25

CD4/CD8 associated, TCR/CD3 pathway costimulation

MTARC2

Mitochondrial amidoxime reducing component 2

1.83 E−02

1.68

N-oxygenated molecule reduction, drug metabolism

BMF*

Bcl2 modifying factor

2.20 E−02

1.38

Apoptosis, prevent autoimmunity, B cell homeostasis

CCR10

C–C motif chemokine receptor 9

2.92 E−02

2.59

Homing and migration of B cells, CCL27 receptor

ABCB4*

ATP binding cassette subfamily B member 4

3.00 E−02

− 1.33

Biliary lipid secretion, B cell adaptive immune response

MYL9*

Myosin light chain 9

3.40 E−02

1.95

T cell CD69 ligand, lung inflammatory immune response

TICAM1

Toll like receptor adaptor molecule 1

3.41 E−02

1.29

TLR adaptor, innate immunity against pathogens, anti-viral

ARHGAP32*

Rho GTPase activating protein 24

3.65 E−02

− 1.54

Neuronal cell differentiation

RARG

Retinoic acid receptor gamma

3.65 E−02

1.33

B cell growth and class-switch, T cell immunity

MAPK12

Mitogen-activated protein kinase 12

4.57 E−02

2.13

MAPK signal transducer, inflammation, muscle growth,

CD226*

CD226 molecule

4.62 E−02

1.69

Cytotoxicity, T cell proliferation, autoimmune diseases

PARP3*

Poly(ADP-ribose) polymerase family member 3

4.71 E−02

1.28

DNA damage repair, regulation of class switch recombination

GPR132

G protein-coupled receptor 15

4.86 E−02

1.26

Oxidized free fatty acid receptor, mitosis, hematopoiesis

ITGA3*

Integrin subunit alpha 3

5.61 E−02

1.55

Matrix degradation, endothelial cell migration

CCR9*

C–C motif chemokine receptor 10

8.03 E−02

− 2.29

T cell selection and migration, HIV-1 infection. CCL25 receptor

COL18A1*

Collagen type XVIII alpha 1 chain

1.38 E−01

1.86

Extracellular matrix, MAPK signaling, angiogenesis inhibition

IGHE*

Immunoglobulin heavy constant epsilon

1.66 E−01

2.32

IgE heavy chain constant region production

VAV3*

Vav guanine nucleotide exchange factor 3

1.68 E−01

− 1.22

Angiogenesis, B cell receptor activation and development

CCL4*

C–C motif chemokine ligand 4

2.15 E−01

− 2.31

B cell receptor pathway activation biomarker, CCR5 ligand

  1. Differentially expressed genes (DEGs) determined by DESeq analysis between smokers (n = 18) and nonsmokers (n = 17) with adjustment for 9 covariates (age, sex, race, body mass index, CD4+T%, CD8+T%, natural killer cell%, monocyte%, granulocyte%)
  2. Full DEG list (n = 519 at p < 0.01) including 83 genes at false discovery rate (FDR) < 5% in Additional file 7: Table S8
  3. FC fold change in smokers compared to nonsmokers
  4. *Genes involved in naïve B cell activation to be differentiated to memory cells (determined after adjustment with naïve B cell %)