Integration of expression quantitative trait loci, histone modification, promoter capture Hi-C data at non-HLA Hodgkin lymphoma risk loci to identify candidate causal genes at Hodgkin lymphoma risk loci
Locus . | Sentinel SNP . | Position, (bp, hg19) . | Gene(s) in LD block . | Coding variant(s) . | Promotor/UTR variant(s) . | Expression quantitative trait loci in LCLs . | Expression quantitative trait loci in T cell . | H3K27Ac histone peak* . | Hi-C contact(s) in naive or total B cells . | Hi-C contact(s) in T cells . | Hi-C contact(s) in HRS cell . | Evidence of perturbation in HL . | Candidate biological mechanism . |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2p16.1 | rs2420518 | 61054980 | Naive B cell | REL | REL | REL84 | Constitutive NF-κB activation (REL)72, Altered B-cell differentiation and germinal center reaction (REL)50 | ||||||
3p24.1 | rs3806624 | 27764623 | EOMES | EOMES, (3′-UTR) | EOMES (↑) (CD8+) | Effector memory CD8+ T cell, plasma cell, L-428 | AZI2, CMC1, NEK10, OXSM, NGLY1, ZCWPW2 | EOMES, AZI2, CMC1, NEK10, OXSM, NGLY1, ZCWPW2 | AZI2, CMC1, | EOMES85, | Exhausted CD8 T-cell phenotype (EOMES)61,81,82, Constitutive NF-κB activation (AZI2),73 | ||
3q28 | rs4459895 | 187954414 | LPP | CD38− naive B cell, naive B cell, germinal center B cell, L-428 | BCL686 | Dysfunction of B-cell germinal center reaction (BCL6, mir-28),51,52 | |||||||
5q31.1 | rs848 | 131996500 | IL-13 | (p.Gln144Arg) | IL-13, (3′-UTR) | L-428 | IL-1387 | Altered CD4+ T-cell function (IL-13)62 | |||||
6p21.31 | rs649775 | 33684313 | ITPR3, UQCC2, IP6K3 | IP6K3, (3′-UTR) | ITPR3 (↓) | CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, class-switched memory B cell | BAK1, SYNGAP1, GGNBP1, LINC00336 | BAK1, GRM4, SYNGAP1, KIFC1, CUTA, PHF1, GGNBP1, LINC003336 | Altered B-cell differentiation (ITPR3),88 | ||||
6q22.33 | rs9482849 | 128288536 | PTPRK | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, L-428 | PTPRK, THEMIS | PTPRK89 | Altered T-cell differentiation (PTPRK, THEMIS),63,64 | ||||||
6q23.3 | rs9402684 | 135419305 | HBS1L | CD3−CD4+CD8+ thymocyte, CD3+ CD4+ CD8+ thymocyte, CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, germinal center B cell, plasma cell, L-428 | MYB, | MYB, | Altered T-cell differentiation (MYB)65,90, Altered B-cell differentiation and germinal center reaction (MYB),54 | ||||||
6q23.3 | rs6928977 | 135626348 | AHI1 | AHI1 (↑), ALDH8A1 (↑) | AHI1 (CD4+ and CD8+) (↑) | CD3+CD4+CD8+ thymocyte | Altered T-cell differentiation (AHI1)66 | ||||||
6q23.3 | rs1002658 | 137981584 | L-428 | RP11-204P2.3 | TNFAIP3, | TNFAIP3,78 | Constitutive NF-κB activation (TNFAIP3)74 | ||||||
8q24.21 | rs34748721 | 129195943 | naive B cell, class switched memory B cell | CASC11, MYC, PVT1, RNU1-106P, MIR1207 | MYC,91 | Dysfunction of B-cell germinal center reaction (MYC)55,76 | |||||||
10p14 | rs2388486 | 8099021 | GATA3 | GATA3(↓) | CD3−CD4+CD8+ thymocyte, CD3+CD4+CD8+ thymocyte, CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, germinal center B cell | GATA392 | Altered T-cell differentiation (GATA3),67 | ||||||
10p14 | rs3781093 | 8101927 | GATA3 | GATA3 (↓) | CD4+ T cell, CD8+ T cell | GATA3 | Altered CD4+ T-cell differentiation (GATA3)67, Altered B-cell differentiation (GATA3)93 | ||||||
11q23.1 | rs7111520 | 111249611 | POU2AF1 | COLCA1 (↑), COLCA2 (↑) | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, CD38− B cell, CD38− naive B cell, naive B cell, germinal center B cell, unswitched memory B cell, class switched memory B cell, plasma cell | FDX1 | FDX1, PPP3R1B, ALG9, FDXACB1, DIXDC1 | POU2AF194 | Dysfunctional germinal center reaction (POU2AF1),56 | ||||
13q34 | rs112998813 | 115059729 | UPF3A | CDC16 (↑), UPF3A (↓) | CDC16 (CD4+ and CD8+) ↑) | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, CD38− naive B cell, naïve B cell, germinal center B cell, unswitched memory B cell, class-switched memory B cell, plasma cell | RASA3, TMEM255B,, GASA6 | CDC16,85 | Disrupted cell cycle regulation (CDC16)95, Dysfunction of mRNA surveillance (UPF3A),96 | ||||
16p13.13 | rs34972832 | 11198938 | CLEC16A | SOCS1 (↑) | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, germinal center B cell, class switched memory B cell, plasma cell, L-424 | RMI2 | SOCS1,, RMI2,, PRM2,, PRM3,, TNP2, HNRNPCP4 | SOCS1, RMI2 | SOCS180 | T-cell dysfunction (SOCS1)68 ., Altered T-cell differentiation (CLEC16A)69, B-cell dysfunction (CLEC16A)97, Genomic instability (RMI2)98 | |||
16p11.2 | rs6565176 | 30174926 | CORO1A | CORO1A (5′-UTR) | MAPK3 (↓), BOLA2 (↓), | CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, class-switched memory B cell | MAPK3,99 CORO1A100 | T-cell dysfunction (CORO1A and MAPK3)63,70,71, Dysfunction of B-cell germinal center reaction (MAPK3)57,101,102 | |||||
19p13.3 | rs2012125 | 1630341 | TCF3A | CD38− B cell, naive B cell, class-switched memory B cell | Dysfunction of B-cell germinal center reaction (TCF3A),103 | ||||||||
20q13.12 | rs2425752 | 44702120 | NCOA5, CD40 | WFDC10B (↑) | Central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, germinal center B cell, L-428 | CD40 | TP53RK | CD40104 | Dysfunctional germinal center reaction (CD40)53,60, Constitutive NF-κB activation (CD40)75,76 |
Locus . | Sentinel SNP . | Position, (bp, hg19) . | Gene(s) in LD block . | Coding variant(s) . | Promotor/UTR variant(s) . | Expression quantitative trait loci in LCLs . | Expression quantitative trait loci in T cell . | H3K27Ac histone peak* . | Hi-C contact(s) in naive or total B cells . | Hi-C contact(s) in T cells . | Hi-C contact(s) in HRS cell . | Evidence of perturbation in HL . | Candidate biological mechanism . |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2p16.1 | rs2420518 | 61054980 | Naive B cell | REL | REL | REL84 | Constitutive NF-κB activation (REL)72, Altered B-cell differentiation and germinal center reaction (REL)50 | ||||||
3p24.1 | rs3806624 | 27764623 | EOMES | EOMES, (3′-UTR) | EOMES (↑) (CD8+) | Effector memory CD8+ T cell, plasma cell, L-428 | AZI2, CMC1, NEK10, OXSM, NGLY1, ZCWPW2 | EOMES, AZI2, CMC1, NEK10, OXSM, NGLY1, ZCWPW2 | AZI2, CMC1, | EOMES85, | Exhausted CD8 T-cell phenotype (EOMES)61,81,82, Constitutive NF-κB activation (AZI2),73 | ||
3q28 | rs4459895 | 187954414 | LPP | CD38− naive B cell, naive B cell, germinal center B cell, L-428 | BCL686 | Dysfunction of B-cell germinal center reaction (BCL6, mir-28),51,52 | |||||||
5q31.1 | rs848 | 131996500 | IL-13 | (p.Gln144Arg) | IL-13, (3′-UTR) | L-428 | IL-1387 | Altered CD4+ T-cell function (IL-13)62 | |||||
6p21.31 | rs649775 | 33684313 | ITPR3, UQCC2, IP6K3 | IP6K3, (3′-UTR) | ITPR3 (↓) | CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, class-switched memory B cell | BAK1, SYNGAP1, GGNBP1, LINC00336 | BAK1, GRM4, SYNGAP1, KIFC1, CUTA, PHF1, GGNBP1, LINC003336 | Altered B-cell differentiation (ITPR3),88 | ||||
6q22.33 | rs9482849 | 128288536 | PTPRK | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, L-428 | PTPRK, THEMIS | PTPRK89 | Altered T-cell differentiation (PTPRK, THEMIS),63,64 | ||||||
6q23.3 | rs9402684 | 135419305 | HBS1L | CD3−CD4+CD8+ thymocyte, CD3+ CD4+ CD8+ thymocyte, CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, germinal center B cell, plasma cell, L-428 | MYB, | MYB, | Altered T-cell differentiation (MYB)65,90, Altered B-cell differentiation and germinal center reaction (MYB),54 | ||||||
6q23.3 | rs6928977 | 135626348 | AHI1 | AHI1 (↑), ALDH8A1 (↑) | AHI1 (CD4+ and CD8+) (↑) | CD3+CD4+CD8+ thymocyte | Altered T-cell differentiation (AHI1)66 | ||||||
6q23.3 | rs1002658 | 137981584 | L-428 | RP11-204P2.3 | TNFAIP3, | TNFAIP3,78 | Constitutive NF-κB activation (TNFAIP3)74 | ||||||
8q24.21 | rs34748721 | 129195943 | naive B cell, class switched memory B cell | CASC11, MYC, PVT1, RNU1-106P, MIR1207 | MYC,91 | Dysfunction of B-cell germinal center reaction (MYC)55,76 | |||||||
10p14 | rs2388486 | 8099021 | GATA3 | GATA3(↓) | CD3−CD4+CD8+ thymocyte, CD3+CD4+CD8+ thymocyte, CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, germinal center B cell | GATA392 | Altered T-cell differentiation (GATA3),67 | ||||||
10p14 | rs3781093 | 8101927 | GATA3 | GATA3 (↓) | CD4+ T cell, CD8+ T cell | GATA3 | Altered CD4+ T-cell differentiation (GATA3)67, Altered B-cell differentiation (GATA3)93 | ||||||
11q23.1 | rs7111520 | 111249611 | POU2AF1 | COLCA1 (↑), COLCA2 (↑) | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, CD38− B cell, CD38− naive B cell, naive B cell, germinal center B cell, unswitched memory B cell, class switched memory B cell, plasma cell | FDX1 | FDX1, PPP3R1B, ALG9, FDXACB1, DIXDC1 | POU2AF194 | Dysfunctional germinal center reaction (POU2AF1),56 | ||||
13q34 | rs112998813 | 115059729 | UPF3A | CDC16 (↑), UPF3A (↓) | CDC16 (CD4+ and CD8+) ↑) | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, CD38− naive B cell, naïve B cell, germinal center B cell, unswitched memory B cell, class-switched memory B cell, plasma cell | RASA3, TMEM255B,, GASA6 | CDC16,85 | Disrupted cell cycle regulation (CDC16)95, Dysfunction of mRNA surveillance (UPF3A),96 | ||||
16p13.13 | rs34972832 | 11198938 | CLEC16A | SOCS1 (↑) | CD4+ T cell, central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, germinal center B cell, class switched memory B cell, plasma cell, L-424 | RMI2 | SOCS1,, RMI2,, PRM2,, PRM3,, TNP2, HNRNPCP4 | SOCS1, RMI2 | SOCS180 | T-cell dysfunction (SOCS1)68 ., Altered T-cell differentiation (CLEC16A)69, B-cell dysfunction (CLEC16A)97, Genomic instability (RMI2)98 | |||
16p11.2 | rs6565176 | 30174926 | CORO1A | CORO1A (5′-UTR) | MAPK3 (↓), BOLA2 (↓), | CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, class-switched memory B cell | MAPK3,99 CORO1A100 | T-cell dysfunction (CORO1A and MAPK3)63,70,71, Dysfunction of B-cell germinal center reaction (MAPK3)57,101,102 | |||||
19p13.3 | rs2012125 | 1630341 | TCF3A | CD38− B cell, naive B cell, class-switched memory B cell | Dysfunction of B-cell germinal center reaction (TCF3A),103 | ||||||||
20q13.12 | rs2425752 | 44702120 | NCOA5, CD40 | WFDC10B (↑) | Central memory CD4+ T cell, CD8+ T cell, effector memory CD8+ T cell, naive B cell, germinal center B cell, L-428 | CD40 | TP53RK | CD40104 | Dysfunctional germinal center reaction (CD40)53,60, Constitutive NF-κB activation (CD40)75,76 |
SNPs (r2 < 2.5 kilobases from ChIP-seq peak).