id logFC P.Value adj.P.Val COL1A2 1.657885109 6.84E-10 1.37E-05 CTSK 1.500476911 2.64E-09 2.65E-05 NPY -2.642911313 1.39E-08 4.95E-05 NID1 1.123059262 1.91E-08 4.95E-05 IGFBP5 1.387894704 1.97E-08 4.95E-05 SPARC 1.051155538 3.95E-08 8.58E-05 C2CD4B 2.005089833 6.37E-08 8.58E-05 CXCL3 3.301768089 6.53E-08 8.58E-05 COL4A1 1.609891349 6.56E-08 8.58E-05 COL6A3 1.650775269 6.91E-08 8.58E-05 LOXL2 1.341301227 1.38E-07 0.000125579 COL4A2 1.08207418 1.66E-07 0.000139658 TMEM72 -1.645947577 1.67E-07 0.000139658 CXCL1 3.421786914 2.55E-07 0.000153912 RGS5 1.332129034 2.92E-07 0.000153912 NFKBIZ 1.153006694 2.93E-07 0.000153912 FOXQ1 2.18506149 2.99E-07 0.000153912 GUCY1B3 1.009819196 3.10E-07 0.000155527 TINAG -1.113777885 3.49E-07 0.000159355 CCL11 2.798967448 3.86E-07 0.000159626 IGHG1 2.493810076 4.44E-07 0.000178154 COL1A1 1.338676302 4.60E-07 0.000180895 IGDCC4 1.019921029 5.56E-07 0.000202862 LUM 1.298258363 7.95E-07 0.000262029 PDE6A -1.450072998 8.31E-07 0.000262029 COL5A2 1.152253991 1.08E-06 0.000285167 FSTL1 1.006292974 1.13E-06 0.000290128 C1R 1.048618898 1.18E-06 0.000290128 CXCL2 2.312586201 1.19E-06 0.000290128 CXCL6 2.725999882 1.23E-06 0.000293888 CPM -1.007961022 1.24E-06 0.000293888 MYZAP -1.016976309 1.32E-06 0.000304418 TMCC3 -1.040929249 1.52E-06 0.000339595 COL18A1 1.067774899 1.53E-06 0.000339595 COL12A1 1.613382923 1.54E-06 0.000339595 SLC13A2 -1.658449429 1.62E-06 0.000353007 ABCB1 -1.079162249 1.73E-06 0.000361648 PPARGC1A -1.148971988 1.76E-06 0.00036326 RHOU -1.18584988 1.82E-06 0.000368168 IGHG1 2.181239943 1.84E-06 0.000368168 SLC22A5 -1.001366227 1.87E-06 0.000368168 IGFBP7 1.043514542 1.87E-06 0.000368168 EDN3 -1.027132994 2.00E-06 0.000370947 CCL2 1.15605807 2.10E-06 0.000375019 CWH43 -1.438284799 2.17E-06 0.000376572 CES2 -1.124480683 2.40E-06 0.000398069 THY1 1.31437822 2.45E-06 0.000400499 NAP1L2 -1.153189255 2.89E-06 0.00043429 SLC17A4 -1.561693292 2.90E-06 0.00043429 TRPM6 -1.867644182 2.97E-06 0.000440898 CDKN2B -1.403507797 3.20E-06 0.000461325 SPON2 1.293357763 3.45E-06 0.000480605 LTBP2 1.210656397 3.67E-06 0.000507424 REG3A 6.136145619 3.72E-06 0.000510838 TMEM158 1.590699261 4.01E-06 0.000529732 OTOP2 -1.676107598 4.68E-06 0.00057982 CPXM1 1.348161774 4.73E-06 0.00057982 NMU 1.030913716 4.99E-06 0.000596466 PADI2 -1.439404839 5.14E-06 0.000604704 MYOT -1.270747513 5.32E-06 0.000609612 SLC6A14 3.362395291 6.38E-06 0.000663092 VWF 1.043922351 6.65E-06 0.000681283 HSD17B2 -1.315488873 6.70E-06 0.000681283 PHLPP2 -1.077061255 6.72E-06 0.000681283 PHLDA1 1.051333269 7.03E-06 0.000696109 GUCA2A -2.235929671 7.11E-06 0.00069616 PDPN 1.112773645 9.10E-06 0.000780425 LAMA1 -1.183269948 9.93E-06 0.000841177 C9orf24 -1.176656279 9.93E-06 0.000841177 PDZK1IP1 1.696914679 1.02E-05 0.000845478 DEFA5 4.723485155 1.05E-05 0.000857676 GUCA2B -2.335603749 1.10E-05 0.000865583 GPX8 1.291284591 1.13E-05 0.000868704 ITPKA -1.065019225 1.16E-05 0.000886395 SLC35G1 -1.01753227 1.24E-05 0.000915957 TNC 1.714664424 1.25E-05 0.000923081 LPCAT1 1.348615108 1.52E-05 0.00101122 LCN2 2.93463792 1.59E-05 0.001032222 SRD5A3 1.149184555 1.61E-05 0.001040571 SELENBP1 -1.42172562 1.81E-05 0.001121773 IGKV2-28 1.808801403 1.85E-05 0.001130025 MEP1A -1.078792433 1.87E-05 0.001130025 C2CD4A 1.859533437 2.01E-05 0.001153123 TNFRSF6B 1.480419564 2.04E-05 0.001154493 ELOVL5 1.040692475 2.09E-05 0.001169319 VLDLR -1.616572424 2.16E-05 0.00118623 CCL20 1.809042759 2.30E-05 0.00123699 CCL24 1.018128584 2.44E-05 0.001289247 CHI3L1 4.074219057 2.52E-05 0.001291526 DUOXA2 3.293544143 2.62E-05 0.001304954 BACE2 1.012348525 2.67E-05 0.001316218 RNF183 1.138264277 2.68E-05 0.001317471 ADIRF -1.263156237 2.83E-05 0.001355671 ABCA8 -1.778287953 2.83E-05 0.001355671 SOCS3 1.297146452 3.33E-05 0.001462146 SAA2-SAA4 2.990323556 3.45E-05 0.001486945 PTGDS 2.01636799 3.50E-05 0.00149304 SLC16A9 -1.233851484 3.96E-05 0.001565351 ADAMTS5 1.006732777 4.00E-05 0.001574689 C2 1.072179846 4.07E-05 0.001585222 NOS2 2.06557728 4.32E-05 0.001638523 ACSF2 -1.072555043 4.35E-05 0.001643423 CLDN8 -3.621137946 4.44E-05 0.001666999 XBP1 1.005979043 4.51E-05 0.00168217 DHRS11 -1.024164975 4.56E-05 0.001694814 VNN1 1.717894568 4.70E-05 0.001722831 TGFBI 1.060949069 4.72E-05 0.001724613 THRB -1.169178751 4.81E-05 0.001750964 DAPP1 1.122400724 5.27E-05 0.001852005 ANK3 -1.135286587 5.28E-05 0.001852005 TMIGD1 -2.040551881 5.65E-05 0.00194032 ANKRD20A1 -1.361765275 5.80E-05 0.001973875 CXCL1 1.655151663 6.05E-05 0.002023567 SLC4A4 -1.111553326 6.09E-05 0.002033268 CAPN13 -1.072656992 6.12E-05 0.002033268 GPR183 1.036884833 6.59E-05 0.002088891 PI3 2.922442085 6.82E-05 0.002128471 IGKC 1.424170779 6.83E-05 0.002128494 DEFB1 -1.275285709 7.08E-05 0.002170794 CD160 -1.051171041 7.08E-05 0.002170794 UGT2A3 -1.333333843 7.12E-05 0.00217403 PLAU 1.266101532 7.24E-05 0.002197855 CXCL8 2.631630053 7.32E-05 0.002212351 PRSS2 1.798277362 7.46E-05 0.00224022 ANXA1 1.386152739 8.07E-05 0.002364231 EGFL6 1.676695052 8.65E-05 0.00247309 NBPF1 -1.132870438 8.73E-05 0.002491301 REG4 2.480938315 8.85E-05 0.00250289 LYZ 1.046495811 8.95E-05 0.002518169 MMP12 2.693562956 9.73E-05 0.002628078 DEFA6 3.732491268 9.78E-05 0.002628078 CA7 -1.454437829 9.92E-05 0.002638545 NEUROD1 -1.388729881 0.000105683 0.002743786 TPST2 1.029901946 0.00010606 0.002746487 IL1B 1.759106525 0.00010704 0.002764731 MMRN1 1.021726668 0.000110568 0.002812411 SPINK4 2.538647835 0.000111635 0.002835944 RUNDC3B -1.385889289 0.000115881 0.002887935 SCNN1B -1.42068513 0.000120651 0.002952436 BEST4 -1.968459805 0.000121543 0.002957108 MGP 1.055678445 0.000121709 0.002957108 PTGDR -1.069062899 0.000124837 0.003007632 AIM1L -1.147811402 0.000129692 0.003087535 TIMP1 1.410493591 0.000133651 0.003151862 CHP2 -1.973246422 0.000136922 0.003184106 C4BPA 2.115452917 0.00013893 0.003214798 ENTPD5 -1.213343338 0.000140819 0.003229828 SAA1 2.308307621 0.00015104 0.003383067 CD55 1.613087641 0.000152328 0.003398077 KYNU 1.696119255 0.000157171 0.003447288 L1TD1 1.82291358 0.000161503 0.003492618 DERL3 1.071108001 0.000167268 0.003567374 CLEC4A 1.133645048 0.000172671 0.003635743 CSTA 1.124688297 0.000172813 0.003635743 BMP3 -1.609764464 0.000180633 0.003716912 CLC 2.446280458 0.000180989 0.003716912 MMP7 3.03004634 0.000195031 0.003879174 FKBP11 1.196917037 0.000196504 0.003896873 TDO2 1.495179723 0.000200618 0.003943664 BASP1 1.040288614 0.000215545 0.004147262 MMP9 2.053449918 0.000215628 0.004147262 REG1A 5.904398836 0.000222781 0.004235164 IGLL3P 1.108899913 0.000238257 0.00439484 SIK1 1.120327349 0.000240842 0.004394882 CCL4 1.275783571 0.000255514 0.0045271 S100A9 2.951414204 0.000272561 0.00468767 ABCG2 -1.628911578 0.000272819 0.00468767 EGR2 1.002256709 0.00027952 0.004753965 MMP10 3.167939353 0.000286617 0.004789439 SAA2 1.50371348 0.000294389 0.004878931 C3 1.971943727 0.000298768 0.004930896 PRRX1 1.057324868 0.000309397 0.005034678 S100A8 2.935650772 0.000311324 0.005046812 CKB -1.292799939 0.000320084 0.005159364 CD79A 1.029111264 0.000340691 0.005392218 C12orf36 -1.263504864 0.000354101 0.005508873 CDHR1 -1.463178483 0.000355759 0.005526101 IGLV1-40 1.339002391 0.000365646 0.005606551 GHR -1.289679971 0.00036662 0.005606551 LY96 1.128581199 0.000373891 0.005682145 CTHRC1 1.417794993 0.000390476 0.005830708 CASP1 1.129765233 0.000396879 0.005891245 IGKV1-27 1.034268747 0.000411696 0.006030899 APIP 1.041702614 0.000416967 0.006077066 GREM1 1.621945579 0.000430669 0.006209126 CPA6 -1.04241728 0.000468505 0.006534752 ALDOB 1.229313066 0.000473128 0.006569175 SST -2.267005172 0.000473318 0.006569175 CFB 1.393919213 0.000473831 0.006571739 SRGN 1.037563068 0.000511261 0.006914088 OLFM4 2.680027981 0.000533375 0.007079571 SLC26A2 -1.763366568 0.000538528 0.007124399 REG1B 3.122617791 0.00054085 0.007136306 LILRB2 1.010481629 0.000563264 0.007330831 PYY -1.543973173 0.000564709 0.007340116 NXPE4 -1.006181139 0.000565641 0.007347472 DPP4 -1.112042966 0.000593499 0.00758175 CD38 1.582793468 0.000604357 0.007691083 CLEC4E 1.179094693 0.000617686 0.007767124 IL1R2 -1.23345054 0.000620721 0.007797592 DEFB4A 2.036809503 0.000657468 0.008104871 MMP3 3.650584035 0.000696721 0.008448632 MZB1 1.457394927 0.000699997 0.008457695 PTN -1.072330521 0.000711957 0.008518699 NNMT 1.201795031 0.00072085 0.008575417 LAX1 1.271168998 0.00074817 0.008746029 KLRC1 -1.130504181 0.000831421 0.009391233 FPR1 1.442424167 0.000836195 0.009411998 TNIP3 1.473675556 0.000852033 0.009547437 DUOX2 3.099693682 0.000873442 0.00967292 HMGCS2 -2.427102627 0.000876621 0.009693064 APOBEC1 1.62901209 0.000883026 0.009726374 TCN1 2.016964674 0.000889176 0.009772662 ALDH1A2 1.654404467 0.00099225 0.01050842 IGLV1-44 1.386109785 0.001007745 0.010610933 AQP8 -2.869758215 0.00104281 0.010772552 CFI 1.38305903 0.001047506 0.010791782 PCK1 -2.251097917 0.001076577 0.010964061 AQP9 1.149080045 0.00109611 0.011010083 ADH1C -1.344030314 0.001115751 0.011162516 PIM2 1.039474595 0.001121726 0.011199956 UGT1A1 -1.09432384 0.001143367 0.011326903 KANK4 -1.00414864 0.001194211 0.011652295 BEST2 -1.171020283 0.001281743 0.012225904 MMP1 2.726292444 0.001286663 0.012249548 PTGS2 1.036311708 0.001299519 0.012319341 SPAG4 1.078400908 0.001307036 0.012351055 IGHM 1.125034638 0.001482787 0.013398495 SLC16A1 -1.020684634 0.001493193 0.013452144 BCL2A1 1.344279061 0.001634492 0.014213091 FAM151A -1.098004067 0.001777975 0.015038953 CYR61 1.439305866 0.00177807 0.015038953 ANPEP -1.4280921 0.002065268 0.016506519 IGLJ3 1.596171606 0.002252701 0.017408341 MUC17 -1.128375022 0.002331259 0.017816463 DMBT1 2.106380136 0.002391365 0.018175523 MNDA 1.177923578 0.00259242 0.019085577 ME1 1.092237298 0.002775962 0.01999669 CEMIP 1.098205923 0.003269963 0.022212963 MUC12 -1.007262649 0.003477068 0.023190855 SERPINA3 1.155396599 0.003615438 0.02378958 MT1H -1.176216943 0.003703978 0.024215748 C21orf88 -1.96788378 0.003774178 0.024512618 GZMK 1.164304588 0.004028602 0.025605459 NPTX2 1.054391503 0.004041273 0.025657802 CA1 -1.817719655 0.004629765 0.028113894 IDO1 1.514435944 0.004759481 0.028610339 SCUBE2 -1.071676319 0.004802803 0.028798165 CASP5 1.439662699 0.004965423 0.029561281 GBP5 1.120577844 0.005179728 0.030493389 AGT 1.108379324 0.005181781 0.030494723 B3GNT7 -1.105281578 0.005713775 0.032542614 RP11-216L13.19 -1.047528411 0.006150046 0.034010822 CXCL5 2.045979775 0.006247787 0.034380815 MS4A12 -1.142797057 0.006456262 0.035209437 EGR1 1.469647576 0.006877353 0.036756749 FCGR3B 1.848881007 0.0073538 0.038423177 ITLN2 1.129885216 0.00833062 0.041786355 PDZK1 -1.684014893 0.008583887 0.042556824 SCG2 -1.06057073 0.009199704 0.044661067 PNLIPRP2 -1.9738671 0.009921078 0.046936847 SERPINB5 1.260949823 0.009949555 0.047059809 MT1G -1.183347568 0.009964853 0.047099539 MT1JP -1.259578566 0.010344955 0.048259626