Table 3.
Correlation of early gene expression with vaccine-induced Env-specific neutralizing antibodies.
| Parameter | Spearman Correlation | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| week 14 | week 32 | week 34 | |||||||
| r | p | q | r | p | q | r | p | q | |
| D1 DEG | |||||||||
| SERPING1 | 0.1500 | 0.5934 | 0.8379 | 0.2000 | 0.4738 | 0.7881 | 0.2679 | 0.3334 | 0.7378 |
| C3AR1 | 0.3107 | 0.2592 | 0.6848 | 0.3786 | 0.1649 | 0.6147 | 0.3464 | 0.2061 | 0.6313 |
| IL1RN | 0.2393 | 0.3892 | 0.7592 | 0.3250 | 0.2370 | 0.6739 | 0.4393 | 0.1032 | 0.5737 |
| TNFAIP6 | 0.3214 | 0.2425 | 0.6804 | 0.3607 | 0.1870 | 0.6212 | 0.5214 | 0.0488 | 0.5158 |
| PLAUR | -0.4750 | 0.0759 | 0.5415 | -0.5143 | 0.0524 | 0.5158 | -0.1929 | 0.4901 | 0.7907 |
| FPR2 | 0.1429 | 0.6115 | 0.8548 | 0.1857 | 0.5067 | 0.7907 | 0.3714 | 0.1735 | 0.6182 |
| SOCS3 | 0.4821 | 0.0711 | 0.5358 | 0.5357 | 0.0422 | 0.5158 | 0.4571 | 0.0888 | 0.5470 |
| OAS1 | 0.4179 | 0.1227 | 0.7907 | 0.1929 | 0.4901 | 0.7378 | -0.3714 | 0.1735 | 0.5900 |
| TNFSF10 | 0.2893 | 0.2949 | 0.7046 | 0.4107 | 0.1297 | 0.5900 | 0.3893 | 0.1525 | 0.6055 |
| CCR1 | 0.0179 | 0.9540 | 0.9803 | 0.0714 | 0.8025 | 0.9365 | 0.4679 | 0.0808 | 0.5470 |
| LILRA3 | 0.4071 | 0.1334 | 0.5900 | 0.4500 | 0.0944 | 0.5506 | 0.5357 | 0.0422 | 0.5158 |
| IFITM1 | 0.5964 | 0.0213 | 0.5158 | 0.6429 | 0.0116 | 0.4927 | 0.5000 | 0.0602 | 0.5158 |
| ARG2 | 0.3393 | 0.2161 | 0.6415 | 0.3750 | 0.1692 | 0.6169 | 0.4179 | 0.1227 | 0.5900 |
| CD82 | 0.2607 | 0.3469 | 0.7378 | 0.3107 | 0.2592 | 0.6848 | 0.2929 | 0.2888 | 0.7021 |
| IRF7 | 0.3929 | 0.1485 | 0.6004 | 0.4429 | 0.1002 | 0.5650 | 0.5679 | 0.0297 | 0.5158 |
| IFI35 | -0.1964 | 0.4819 | 0.7881 | -0.2500 | 0.3678 | 0.7433 | 0.1607 | 0.5667 | 0.8284 |
| NFKBIA | 0.1893 | 0.4983 | 0.7907 | 0.2571 | 0.3538 | 0.7378 | 0.3607 | 0.1870 | 0.6212 |
| CSF3R | 0.3393 | 0.2160 | 0.6415 | 0.3821 | 0.1607 | 0.6147 | 0.5179 | 0.0506 | 0.5158 |
| DDIT3 | 0.2857 | 0.3012 | 0.7047 | 0.2964 | 0.2827 | 0.6999 | 0.6464 | 0.0110 | 0.4927 |
| GP1BB | 0.0321 | 0.9132 | 0.9557 | 0.0536 | 0.8525 | 0.9506 | 0.2071 | 0.4578 | 0.7876 |
| CLU | -0.2214 | 0.4266 | 0.7633 | -0.1964 | 0.4819 | 0.7880 | -0.1929 | 0.4901 | 0.7907 |
| TNFAIP3 | 0.1893 | 0.4983 | 0.8824 | 0.1286 | 0.6482 | 0.7907 | 0.4714 | 0.0783 | 0.5470 |
| IL1RL1 | -0.0964 | 0.7337 | 0.9117 | -0.1536 | 0.5844 | 0.8379 | 0.1893 | 0.4983 | 0.7907 |
| HLA-DMA | -0.4286 | 0.1127 | 0.5771 | -0.3786 | 0.1649 | 0.6147 | -0.2536 | 0.3607 | 0.7379 |
| KIT | -0.4786 | 0.0735 | 0.5358 | -0.5464 | 0.0376 | 0.5158 | -0.2214 | 0.4266 | 0.7633 |
| D1 Shared Pathway Genes c | |||||||||
| IL2RA | 0.0893 | 0.7532 | 0.9189 | 0.1250 | 0.6575 | 0.8895 | 0.1214 | 0.6669 | 0.8932 |
| CSF2RB | 0.2214 | 0.4266 | 0.7633 | 0.3286 | 0.2317 | 0.6722 | 0.4071 | 0.1334 | 0.5900 |
| FCGR1A | 0.2393 | 0.3892 | 0.7592 | 0.3179 | 0.2479 | 0.6804 | 0.3643 | 0.1824 | 0.6212 |
| DUSP4 | -0.3429 | 0.2111 | 0.6408 | -0.2214 | 0.4266 | 0.7633 | -0.1607 | 0.5667 | 0.8284 |
| HLA-DQB1 | -0.6857 | 0.0061 | 0.4927 | -0.6964 | 0.0051 | 0.4927 | -0.4571 | 0.0888 | 0.5470 |
| HLA-DRB1 | 0.0714 | 0.8025 | 0.9365 | 0.1500 | 0.5934 | 0.8379 | -0.0070 | 0.9847 | 0.9980 |
| D1 Cytokine Genes d | |||||||||
| IFNA2 | -0.3786 | 0.1649 | 0.6147 | -0.4321 | 0.1094 | 0.5737 | -0.1500 | 0.5934 | 0.8379 |
| IL6 | -0.4321 | 0.1094 | 0.5737 | -0.3964 | 0.1446 | 0.6003 | -0.1000 | 0.7241 | 0.9098 |
| IL18 | -0.3893 | 0.1525 | 0.6055 | -0.4607 | 0.0861 | 0.5470 | -0.2286 | 0.4114 | 0.7633 |
| IFNG | -0.4607 | 0.0861 | 0.5470 | -0.5071 | 0.0562 | 0.5158 | -0.5000 | 0.0602 | 0.5158 |
| MCP1 | -0.2321 | 0.4039 | 0.7633 | -0.2107 | 0.4498 | 0.7820 | 0.2250 | 0.4190 | 0.7633 |
| D1 Cytokine Proteins | |||||||||
| IFN-α | -0.1321 | 0.6389 | 0.8785 | -0.0464 | 0.8726 | 0.9547 | -0.2036 | 0.4657 | 0.7880 |
| IL-6 | 0.0643 | 0.8196 | 0.9557 | 0.0304 | 0.9158 | 0.9450 | -0.2574 | 0.3514 | 0.7378 |
| IL-18 | -0.1250 | 0.6575 | 0.8898 | -0.0429 | 0.8828 | 0.9547 | -0.2679 | 0.3334 | 0.7378 |
| IFN-γ | 0.3378 | 0.2170 | 0.6415 | 0.4004 | 0.1394 | 0.5996 | 0.0840 | 0.7654 | 0.9220 |
| MCP-1 | -0.0321 | 0.9132 | 0.9557 | 0.1786 | 0.5235 | 0.7960 | -0.3500 | 0.2012 | 0.6314 |
| IL-1RA | -0.2000 | 0.4738 | 0.7880 | -0.2036 | 0.4657 | 0.7880 | -0.0786 | 0.7827 | 0.9263 |
| D3 DEG | |||||||||
| CLU | -0.3978 | 0.1602 | 0.6147 | -0.1780 | 0.5423 | 0.8141 | -0.0901 | 0.7616 | 0.9220 |
| GP1BB | -0.1736 | 0.5526 | 0.8239 | 0.0945 | 0.7500 | 0.9189 | 0.0154 | 0.9637 | 0.9833 |
| BCL2L1 | 0.0769 | 0.7965 | 0.9360 | 0.4330 | 0.1239 | 0.5900 | -0.0153 | 0.9637 | 0.9833 |
| IL1RL1 | -0.0374 | 0.9035 | 0.9557 | 0.0637 | 0.8319 | 0.9451 | -0.6835 | 0.0088 | 0.4927 |
| ILR2 | -0.3275 | 0.2530 | 0.6848 | -0.2088 | 0.4731 | 0.7881 | -0.6132 | 0.0224 | 0.5158 |
| D3 Shared Pathway Genes | |||||||||
| HLA-C | 0.0154 | 0.9638 | 0.9833 | -0.0901 | 0.7616 | 0.9220 | 0.4681 | 0.0938 | 0.5506 |
| FCGR1A | -0.4110 | 0.1458 | 0.6003 | -0.3802 | 0.1808 | 0.6212 | -0.3407 | 0.2335 | 0.6724 |
| D3 Cytokine Genes | |||||||||
| IFNA2 | -0.1165 | 0.6930 | 0.9029 | -0.3099 | 0.2806. | 0.6999 | -0.5297 | 0.0543 | 0.5158 |
| IL6 | -0.1121 | 0.7042 | 0.9060 | -0.2615 | 0.3656 | 0.7433 | -0.1692 | 0.5629 | 0.8284 |
| IL18 | -0.3011 | 0.2951 | 0.7046 | -0.3319 | 0.2464 | 0.6804 | - 0.8242 | 0.0005 | 0.3471 |
| IFNG | 0.0418 | 0.8915 | 0.9547 | -0.0505 | 0.8676 | 0.9547 | -0.4286 | 0.1281 | 0.5900 |
| MCP1 | -0.0549 | 0.8557 | 0.9506 | -0.0022 | 1.0000 | 1.0000 | -0.4945 | 0.0750 | 0.5411 |
| IL1RN | -0.2307 | 0.4265 | 0.7633 | -0.0725 | 0.8083 | 0.9400 | -0.0417 | 0.8915 | 0.9547 |
| D3 Cytokine Proteins | |||||||||
| IFN-α | 0.3439 | 0.2484 | 0.6804 | 0.4044 | 0.1706 | 0.6181 | 0.4237 | 0.1494 | 0.6005 |
| IL-6 | 0.2096 | 0.5000 | 0.7907 | -0.0262 | 0.9487 | 0.9764 | 0.0262 | 0.9487 | 0.9764 |
| IL-18 | -0.1848 | 0.5243 | 0.7960 | 0.0726 | 0.8049 | 0.9377 | -0.1210 | 0.6784 | 0.8944 |
| IFN-g | -0.2077 | 0.4732 | 0.7881 | -0.0530 | 0.8581 | 0.9517 | -0.0972 | 0.7402 | 0.9136 |
| MCP-1 | -0.1077 | 0.7156 | 0.9098 | -0.0066 | 0.9879 | 0.9983 | -0.3319 | 0.2464 | 0.6804 |
| IL-1RA | -0.5328 | 0.0532 | 0.5158 | -0.4811 | 0.0843 | 0.5470 | 0.0023 | 1.0000 | 1.0000 |
bold font corresponds to p < 0.05.
bold and italic font corresponds to p < 0.01.
Genes shared between the top five scoring pathways on D1 also included IL1RN, SOCS3, IFITM1, IRF7, and NFKBIA, genes that are included in the DEG.
The gene encoding IL-1RA is ILRN that is included in the DEG.