diff --git a/DESCRIPTION b/DESCRIPTION
index ab74472..e935750 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -30,4 +30,4 @@ Remotes:
     drieslab/GiottoClass,
     drieslab/GiottoUtils,
     drieslab/Giotto@suite_modular
-RoxygenNote: 7.2.3
+RoxygenNote: 7.3.1
diff --git a/inst/Mini_datasets/seqfish/Raw/mouse_ligand_receptors.txt b/inst/Mini_datasets/seqfish/Raw/mouse_ligand_receptors.txt
new file mode 100644
index 0000000..cf82b41
--- /dev/null
+++ b/inst/Mini_datasets/seqfish/Raw/mouse_ligand_receptors.txt
@@ -0,0 +1,1068 @@
+mouseLigand	mouseReceptor
+A2m	Lrp1
+Aanat	Mtnr1a
+Aanat	Mtnr1b
+Adam12	Itga9
+Adam12	Itgb1
+Adam12	Sdc4
+Adam15	Itga5
+Adam15	Itga9
+Adam15	Itgb1
+Adam15	Itgb3
+Adam17	Itga5
+Adam17	Itgb1
+Adam23	Itga5
+Adam23	Itgb3
+Adam2	Itga6
+Adam2	Itgb1
+Adam9	Itga6
+Adam9	Itgav
+Adam9	Itgb1
+Adam9	Itgb5
+Adcyap1	Adcyap1r1
+Adcyap1	Vipr1
+Adcyap1	Vipr2
+Adipoq	Adipor1
+Adipoq	Adipor2
+Adm2	Calcr
+Adm2	Calcrl
+Adm2	Ramp1
+Adm	Calcr
+Adm	Calcrl
+Adm	Gpr182
+Adm	Mrgprx2
+Adm	Ramp2
+Agrn	Musk
+Agrp	Mc3r
+Agrp	Mc4r
+Agrp	Mc5r
+Agt	Agtr1
+Agt	Agtr2
+Agt	Lrp2
+Agt	Mas1
+Amh	Amhr2
+Angpt1	Tek
+Angpt1	Tie1
+Angpt2	Tek
+Angpt4	Tek
+Angptl1	Tek
+Anxa1	Fpr1
+Anxa1	Fpr2
+Anxa1	Fpr3
+Apln	Aplnr
+Apob	Ldlr
+Apoe	Ldlr
+Apoe	Lrp5
+Apoe	Lrp8
+Apoe	Sorl1
+Apoe	Vldlr
+App	Fpr2
+Aregb	Egfr
+Areg	Egfr
+Arf1	Pld2
+Artn	Gfra3
+Artn	Ret
+Asip	Atrn
+Asip	Mc1r
+Avp	Avpr1a
+Avp	Avpr1b
+Avp	Avpr2
+Avp	Oxtr
+Bdnf	Ngfr
+Bdnf	Ngfrap1
+Bdnf	Ntrk2
+Bmp10	Acvr2a
+Bmp10	Acvrl1
+Bmp10	Bmpr1a
+Bmp10	Bmpr1b
+Bmp10	Bmpr2
+Bmp15	Acvr2a
+Bmp15	Bmpr1a
+Bmp15	Bmpr1b
+Bmp15	Bmpr2
+Bmp2	Acvr1
+Bmp2	Acvr2a
+Bmp2	Acvr2b
+Bmp2	Bmpr1a
+Bmp2	Bmpr1b
+Bmp2	Bmpr2
+Bmp3	Acvr2b
+Bmp4	Bmpr1a
+Bmp4	Bmpr1b
+Bmp4	Bmpr2
+Bmp5	Bmpr1a
+Bmp6	Acvr1
+Bmp6	Acvr2a
+Bmp6	Bmpr1a
+Bmp6	Bmpr1b
+Bmp6	Bmpr2
+Bmp7	Acvr1
+Bmp7	Acvr2a
+Bmp7	Acvr2b
+Bmp7	Bmpr1a
+Bmp7	Bmpr1b
+Bmp7	Bmpr2
+Btc	Egfr
+Btc	Erbb3
+Btc	Erbb4
+Btla	Tnfrsf14
+C3	C3ar1
+C3	Itgax
+C3	Itgb2
+C3	Lrp1
+C5	C5ar1
+C5	C5ar2
+Calca	Calcr
+Calca	Calcrl
+Calca	Ramp1
+Calcb	Calcr
+Calcb	Calcrl
+Calcb	Ramp1
+Calr	Scarf1
+Camp	Fpr2
+Cck	Cckar
+Cck	Cckbr
+Ccl11	Ackr2
+Ccl11	Ccr2
+Ccl11	Ccr3
+Ccl11	Ccr5
+Ccl11	Cxcr3
+Ccl13	Ackr2
+Ccl13	Ccr1
+Ccl13	Ccr2
+Ccl13	Ccr3
+Ccl13	Ccr5
+Ccl13	Cxcr3
+Ccl14	Ackr2
+Ccl14	Ccr1
+Ccl14	Ccr5
+Ccl15	Ccr1
+Ccl15	Ccr3
+Ccl16	Ccr1
+Ccl16	Ccr2
+Ccl16	Ccr5
+Ccl16	Hrh4
+Ccl17	Ccr4
+Ccl17	Ccr8
+Ccl19	Ackr4
+Ccl19	Ccr7
+Ccl19	Ccrl2
+Ccl19	Cxcr3
+Ccl1	Ccr8
+Ccl20	Ccr6
+Ccl20	Cxcr3
+Ccl21	Ackr4
+Ccl21	Ccr7
+Ccl21	Cxcr3
+Ccl22	Ccr4
+Ccl23	Ccr1
+Ccl24	Ccr2
+Ccl24	Ccr3
+Ccl25	Ackr4
+Ccl25	Ccr9
+Ccl26	Ccr2
+Ccl26	Ccr3
+Ccl27	Ccr10
+Ccl28	Ccr10
+Ccl28	Ccr3
+Ccl2	Ackr2
+Ccl2	Ccr1
+Ccl2	Ccr2
+Ccl2	Ccr3
+Ccl2	Ccr4
+Ccl2	Ccr5
+Ccl2	Darc
+Ccl3	Ccr1
+Ccl3	Ccr5
+Ccl4	Ackr2
+Ccl4	Ccr1
+Ccl4	Ccr5
+Ccl4	Ccr8
+Ccl5	Ackr2
+Ccl5	Ccr1
+Ccl5	Ccr3
+Ccl5	Ccr4
+Ccl5	Ccr5
+Ccl5	Cxcr3
+Ccl5	Darc
+Ccl5	Gpr75
+Ccl7	Ackr2
+Ccl7	Ccr1
+Ccl7	Ccr2
+Ccl7	Ccr3
+Ccl7	Ccr5
+Ccl7	Cxcr3
+Ccl8	Ackr2
+Ccl8	Ccr1
+Ccl8	Ccr2
+Ccl8	Ccr3
+Ccl8	Ccr5
+Cd24	Selp
+Cd34	Sell
+Cd40lg	Cd40
+Cd55	Cd97
+Cd70	Cd27
+Cdh1	Itgae
+Cdh1	Itgb7
+Cfh	Sell
+Cga	Fshr
+Cga	Lhcgr
+Cga	Tshr
+Cgb	Lhcgr
+Chad	Itga2
+Chad	Itgb1
+Clcf1	Cntfr
+Clcf1	Crlf1
+Clcf1	Il6st
+Clcf1	Lifr
+Cntf	Cntfr
+Cntf	Il6st
+Cntf	Lifr
+Col18a1	Gpc1
+Col18a1	Itga5
+Col18a1	Itgb1
+Col1a1	Ddr1
+Col1a1	Ddr2
+Col1a1	Itga11
+Col1a1	Itga2
+Col1a1	Itgb1
+Col2a1	Itga10
+Col2a1	Itga2
+Col2a1	Itgb1
+Col4a1	Itga1
+Col4a1	Itgb1
+Col4a1	Itgb8
+Col5a3	Sdc3
+Cort	Ghsr
+Cort	Mrgprx2
+Cort	Sstr1
+Cort	Sstr2
+Cort	Sstr3
+Cort	Sstr4
+Cort	Sstr5
+Crh	Crhr1
+Crh	Crhr2
+Crh	Mc2r
+Csf1	Csf1r
+Csf2	Csf1r
+Csf2	Csf2ra
+Csf2	Csf2rb
+Csf2	Csf3r
+Csf3	Csf1r
+Csf3	Csf3r
+Csh1	Prlr
+Csh2	Prlr
+Cshl1	Prlr
+Ctf1	Il6st
+Ctf1	Lifr
+Ctgf	Itgam
+Ctgf	Itgb2
+Ctgf	Lrp6
+Cx3cl1	Cx3cr1
+Cxcl10	Ccr3
+Cxcl10	Cxcr3
+Cxcl11	Ackr3
+Cxcl11	Ccr3
+Cxcl11	Cxcr3
+Cxcl12	Ackr3
+Cxcl12	Cxcr3
+Cxcl12	Cxcr4
+Cxcl13	Cxcr5
+Cxcl16	Cxcr6
+Cxcl1	Cxcr1
+Cxcl1	Cxcr2
+Cxcl1	Darc
+Cxcl2	Cxcr1
+Cxcl2	Cxcr2
+Cxcl2	Xcr1
+Cxcl3	Cxcr1
+Cxcl3	Cxcr2
+Cxcl5	Cxcr1
+Cxcl5	Cxcr2
+Cxcl6	Cxcr1
+Cxcl6	Cxcr2
+Cxcl9	Ccr3
+Cxcl9	Cxcr3
+Cyr61	Itga5
+Cyr61	Itgam
+Cyr61	Itgb2
+Cyr61	Itgb3
+Defb4a	Ccr6
+Defb4b	Ccr6
+Dhh	Hhip
+Dhh	Ptch2
+Dkk1	Kremen1
+Dkk1	Kremen2
+Dkk1	Lrp6
+Dkk2	Lrp6
+Dlk1	Notch1
+Dll1	Notch1
+Dll1	Notch2
+Dll1	Notch3
+Dll4	Notch1
+Dll4	Notch2
+Dll4	Notch3
+Dll4	Notch4
+Eda	Eda2r
+Eda	Edar
+Edn1	Ednra
+Edn2	Ednra
+Edn3	Ednrb
+Efna1	Epha1
+Efna1	Epha2
+Efna1	Epha3
+Efna1	Epha4
+Efna1	Epha5
+Efna1	Epha6
+Efna1	Epha7
+Efna1	Epha8
+Efna2	Epha2
+Efna2	Epha3
+Efna2	Epha4
+Efna2	Epha5
+Efna2	Epha6
+Efna2	Epha7
+Efna2	Epha8
+Efna3	Epha1
+Efna3	Epha2
+Efna3	Epha3
+Efna3	Epha4
+Efna3	Epha5
+Efna3	Epha6
+Efna3	Epha7
+Efna3	Epha8
+Efna3	Ephb1
+Efna4	Epha2
+Efna4	Epha3
+Efna4	Epha4
+Efna4	Epha5
+Efna4	Epha6
+Efna4	Epha7
+Efna4	Epha8
+Efna5	Epha2
+Efna5	Epha3
+Efna5	Epha4
+Efna5	Epha5
+Efna5	Epha6
+Efna5	Epha7
+Efna5	Epha8
+Efna5	Ephb2
+Efnb1	Ephb1
+Efnb1	Ephb2
+Efnb1	Ephb3
+Efnb1	Ephb4
+Efnb1	Ephb6
+Efnb2	Epha4
+Efnb2	Ephb1
+Efnb2	Ephb2
+Efnb2	Ephb3
+Efnb2	Ephb4
+Efnb2	Ephb6
+Efnb3	Epha4
+Efnb3	Ephb2
+Efnb3	Ephb3
+Efnb3	Ephb4
+Egf	Egfr
+Epgn	Egfr
+Epo	Epor
+Ereg	Egfr
+Ereg	Erbb4
+F2	F2r
+F2	F2rl1
+F2	F2rl2
+F2	F2rl3
+F7	F3
+F8	Lrp1
+F9	Lrp1
+Faslg	Fas
+Faslg	Tnfrsf6b
+Fga	Itgax
+Fga	Itgb2
+Fgf10	Fgfr2
+Fgf16	Fgfr2
+Fgf16	Fgfr3
+Fgf16	Fgfr4
+Fgf17	Fgfr1
+Fgf17	Fgfr2
+Fgf17	Fgfr3
+Fgf17	Fgfr4
+Fgf18	Fgfr1
+Fgf18	Fgfr2
+Fgf18	Fgfr3
+Fgf18	Fgfr4
+Fgf19	Fgfr1
+Fgf19	Fgfr2
+Fgf19	Fgfr3
+Fgf19	Fgfr4
+Fgf1	Fgfr1
+Fgf1	Fgfr2
+Fgf1	Fgfr3
+Fgf1	Fgfr4
+Fgf22	Fgfr2
+Fgf23	Fgfr1
+Fgf23	Fgfr2
+Fgf23	Fgfr4
+Fgf2	Fgfr1
+Fgf2	Fgfr2
+Fgf2	Fgfr3
+Fgf2	Fgfr4
+Fgf2	Sdc2
+Fgf2	Sdc4
+Fgf3	Fgfr1
+Fgf3	Fgfr2
+Fgf4	Fgfr1
+Fgf4	Fgfr2
+Fgf4	Fgfr3
+Fgf4	Fgfr4
+Fgf5	Fgfr1
+Fgf5	Fgfr2
+Fgf5	Fgfr3
+Fgf5	Fgfr4
+Fgf6	Fgfr1
+Fgf6	Fgfr2
+Fgf6	Fgfr4
+Fgf7	Fgfr2
+Fgf8	Fgfr1
+Fgf8	Fgfr2
+Fgf8	Fgfr3
+Fgf8	Fgfr4
+Fgf9	Fgfr1
+Fgf9	Fgfr2
+Fgf9	Fgfr3
+Fgf9	Fgfr4
+Figf	Flt4
+Figf	Kdr
+Figf	Nrp2
+Flt3lg	Flt3
+Fn1	Itga2
+Fn1	Itga2b
+Fn1	Itga4
+Fn1	Itga5
+Fn1	Itga8
+Fn1	Itgb1
+Fn1	Itgb3
+Fn1	Itgb6
+Fn1	Itgb8
+Fn1	Sdc2
+Fshb	Fshr
+Galp	Galr1
+Galp	Galr2
+Galp	Galr3
+Gal	Galr1
+Gal	Galr2
+Gal	Galr3
+Gas6	Axl
+Gas6	Mertk
+Gas6	Tyro3
+Gast	Cckbr
+Gcg	Gcgr
+Gcg	Glp1r
+Gcg	Glp2r
+Gdf11	Acvr1b
+Gdf11	Acvr2a
+Gdf11	Acvr2b
+Gdf2	Acvrl1
+Gdf5	Bmpr1b
+Gdf5	Bmpr2
+Gdf5	Ror2
+Gdf6	Bmpr1a
+Gdf6	Bmpr2
+Gdf7	Acvr2a
+Gdf7	Bmpr1a
+Gdf7	Bmpr2
+Gdf9	Bmpr2
+Gdf9	Tgfbr1
+Gdnf	Gfra1
+Gdnf	Gfra2
+Gdnf	Ret
+Gh1	Ghr
+Gh2	Ghr
+Ghrh	Ghrhr
+Ghrh	Vipr1
+Ghrl	Ghsr
+Ghrl	Gpr39
+Gip	Gipr
+Gnrh1	Gnrhr
+Gnrh2	Gnrhr
+Gpha2	Tshr
+Gpi	Amfr
+Grp	Grpr
+Gstp1	Traf2
+Guca2a	Gucy2c
+Guca2b	Gucy2c
+Gzmb	Igf2r
+Has2	Cd44
+Has2	Hmmr
+Hbegf	Egfr
+Hbegf	Erbb4
+Hcrt	Hcrtr1
+Hcrt	Hcrtr2
+Hebp1	Fpr3
+Hgf	Met
+Hla-a	Kir3dl2
+Hla-b	Kir3dl1
+Hla-c	Kir2dl1
+Hla-c	Kir2dl3
+Hla-c	Kir2ds4
+Hla-e	Klrc1
+Hla-e	Klrc2
+Hla-e	Klrd1
+Hla-g	Kir2dl4
+Hla-g	Klrc1
+Hla-g	Klrd1
+Hla-g	Lilrb1
+Hspg2	Ptprs
+Iapp	Calcr
+Icam1	Itgal
+Icam1	Itgax
+Icam1	Itgb2
+Icam2	Itgal
+Icam2	Itgb2
+Icam3	Itgal
+Icam3	Itgb2
+Icam4	Itga2b
+Icam4	Itgal
+Icam4	Itgam
+Icam4	Itgav
+Icam4	Itgb2
+Icam4	Itgb3
+Icam5	Itgal
+Icam5	Itgb2
+Ifna10	Ifnar1
+Ifna10	Ifnar2
+Ifna13	Ifnar1
+Ifna13	Ifnar2
+Ifna14	Ifnar1
+Ifna14	Ifnar2
+Ifna16	Ifnar1
+Ifna16	Ifnar2
+Ifna17	Ifnar1
+Ifna17	Ifnar2
+Ifna1	Ifnar1
+Ifna1	Ifnar2
+Ifna21	Ifnar1
+Ifna21	Ifnar2
+Ifna2	Ifnar1
+Ifna2	Ifnar2
+Ifna4	Ifnar1
+Ifna4	Ifnar2
+Ifna5	Ifnar1
+Ifna5	Ifnar2
+Ifna6	Ifnar1
+Ifna6	Ifnar2
+Ifna7	Ifnar1
+Ifna7	Ifnar2
+Ifna8	Ifnar1
+Ifna8	Ifnar2
+Ifnb1	Ifnar1
+Ifnb1	Ifnar2
+Ifng	Ifngr1
+Ifng	Ifngr2
+Ifnl1	Ifnlr1
+Ifnl1	Il10rb
+Ifnl2	Ifnlr1
+Ifnl2	Il10rb
+Ifnl3	Ifnlr1
+Ifnl3	Il10rb
+Ifnw1	Ifnar1
+Ifnw1	Ifnar2
+Igf1	Igf1r
+Igf2	Igf1r
+Igf2	Igf2r
+Igf2	Insr
+Ihh	Hhip
+Ihh	Ptch1
+Il10	Il10ra
+Il10	Il10rb
+Il11	Il11ra
+Il11	Il6st
+Il12a	Il12rb1
+Il12a	Il12rb2
+Il12b	Il12rb1
+Il12b	Il12rb2
+Il13	Il13ra1
+Il13	Il13ra2
+Il13	Il2rg
+Il13	Il4r
+Il15	Il15ra
+Il15	Il2rb
+Il15	Il2rg
+Il16	Cd4
+Il17a	Il17ra
+Il17b	Il17rb
+Il18	Il18r1
+Il18	Il18rap
+Il18	Il1rapl1
+Il19	Il20ra
+Il19	Il20rb
+Il1a	Il1r1
+Il1a	Il1r2
+Il1b	Il1r1
+Il1b	Il1r2
+Il1b	Il1rap
+Il1rn	Il1r1
+Il1rn	Il1r2
+Il20	Il20ra
+Il20	Il20rb
+Il20	Il22ra1
+Il21	Il21r
+Il21	Il2rg
+Il22	Il10ra
+Il22	Il22ra1
+Il22	Il22ra2
+Il23a	Il12rb1
+Il23a	Il23r
+Il24	Il20ra
+Il24	Il20rb
+Il24	Il22ra1
+Il25	Il17rb
+Il2	Il2ra
+Il2	Il2rb
+Il2	Il2rg
+Il31	Il31ra
+Il31	Osmr
+Il3	Csf2rb
+Il3	Il3ra
+Il4	Il13ra1
+Il4	Il2rg
+Il4	Il4r
+Il5	Csf2rb
+Il5	Il5ra
+Il6	Il6r
+Il6	Il6st
+Il7	Il2rg
+Il7	Il7r
+Il8	Cxcr1
+Il8	Cxcr2
+Il8	Darc
+Il9	Il2rg
+Il9	Il9r
+Inha	Acvr2a
+Inha	Tgfbr3
+Inhba	Acvr1
+Inhba	Acvr1b
+Inhba	Acvr2a
+Inhba	Acvr2b
+Inhba	Bambi
+Inhbb	Acvr1
+Inhbb	Acvr1b
+Inhbb	Acvr2a
+Inhbb	Acvr2b
+Inhbc	Acvr1
+Inhbc	Acvr1b
+Inhbc	Acvr2a
+Inhbc	Acvr2b
+Insl3	Rxfp2
+Insl5	Rxfp3
+Insl5	Rxfp4
+Ins	Insr
+Jag1	Notch1
+Jag1	Notch2
+Jag1	Notch3
+Jag1	Notch4
+Jag2	Notch1
+Jag2	Notch2
+Jag2	Notch3
+Kiss1	Kiss1r
+Kitlg	Kit
+Kng1	Bdkrb1
+Kng1	Bdkrb2
+Kng1	Gpr135
+Lama1	Itga7
+Lama1	Itgb1
+Lama1	Itgb8
+Lama1	Rpsa
+Lama2	Itga7
+Lama2	Itgb1
+Lama2	Rpsa
+Lamb1	Itga6
+Lamb1	Itgb1
+Lamb2	Rpsa
+Lamc2	Itga3
+Lamc2	Itga6
+Lamc2	Itgb1
+Lamc2	Itgb4
+Lefty2	Acvr2b
+Lep	Lepr
+Lhb	Lhcgr
+Lif	Il6st
+Lif	Lifr
+Liph	Lpar1
+Liph	Lpar2
+Liph	Lpar4
+Lrpap1	Lrp1
+Lta	Ltbr
+Lta	Tnfrsf14
+Lta	Tnfrsf1a
+Lta	Tnfrsf1b
+Ltb	Cd40
+Ltb	Ltbr
+Ltf	Lrp1
+Ltf	Lrp11
+Madcam1	Itga4
+Madcam1	Itgb7
+Mdk	Alk
+Mdk	Ptprz1
+Mln	Mlnr
+Mmp13	Lrp1
+Mmp9	Lrp1
+Mst1	Mst1r
+Nampt	Insr
+Ncam1	Robo1
+Ncam1	Robo3
+Ndp	Fzd4
+Ndp	Lgr4
+Ngf	Ngfr
+Ngf	Ntrk1
+Ngf	Sort1
+Nid1	Ptprf
+Nlgn1	Nrxn1
+Nlgn1	Nrxn3
+Nlgn2	Nrxn1
+Nlgn2	Nrxn2
+Nlgn2	Nrxn3
+Nlgn3	Nrxn1
+Nlgn3	Nrxn2
+Nlgn3	Nrxn3
+Nmb	Grpr
+Nmb	Nmbr
+Nms	Nmur1
+Nms	Nmur2
+Nmu	Nmur1
+Nmu	Nmur2
+Nodal	Acvr1b
+Nodal	Acvr1c
+Nodal	Acvr2a
+Nodal	Acvr2b
+Nov	Notch1
+Npb	Npbwr1
+Npb	Npbwr2
+Npff	Npffr1
+Npff	Npffr2
+Npnt	Itga8
+Npnt	Itgb1
+Nppa	Npr1
+Nppa	Npr3
+Nppb	Npr1
+Nppb	Npr2
+Nppb	Npr3
+Nppc	Npr2
+Nps	Npsr1
+Npvf	Npffr1
+Npvf	Npffr2
+Npw	Npbwr1
+Npw	Npbwr2
+Npy	Npy1r
+Npy	Npy2r
+Npy	Npy4r
+Npy	Npy5r
+Npy	Prlhr
+Nrg1	Erbb2
+Nrg1	Erbb3
+Nrg1	Erbb4
+Nrg2	Erbb3
+Nrg2	Erbb4
+Nrg3	Erbb4
+Nrg4	Erbb4
+Nrtn	Gfra1
+Nrtn	Gfra2
+Nrtn	Ret
+Ntf3	Ngfr
+Ntf3	Ntrk1
+Ntf3	Ntrk2
+Ntf3	Ntrk3
+Ntf4	Ngfr
+Ntf4	Ngfrap1
+Ntf4	Ntrk1
+Ntf4	Ntrk2
+Ntn1	Dcc
+Ntn1	Unc5c
+Ntn3	Cdon
+Ntn3	Neo1
+Ntn4	Dcc
+Ntn4	Unc5a
+Ntng1	Lrrc4c
+Nts	Ntsr1
+Nts	Ntsr2
+Nxph1	Nrxn1
+Nxph1	Nrxn2
+Nxph1	Nrxn3
+Nxph3	Nrxn1
+Nxph3	Nrxn2
+Nxph3	Nrxn3
+Omg	Lingo1
+Omg	Tnfrsf1b
+Osm	Il6st
+Osm	Lifr
+Osm	Osmr
+Ostn	Npr3
+Oxt	Avpr1a
+Oxt	Avpr1b
+Oxt	Avpr2
+Oxt	Oxtr
+Pdgfa	Pdgfra
+Pdgfb	Pdgfra
+Pdgfb	Pdgfrb
+Pdgfc	Flt4
+Pdgfc	Kdr
+Pdgfc	Pdgfra
+Pdgfd	Pdgfrb
+Pdyn	Oprd1
+Pdyn	Oprk1
+Pdyn	Oprm1
+Penk	Mrgprx1
+Penk	Ogfr
+Penk	Oprd1
+Penk	Oprm1
+Pf4	Fgfr2
+Pf4	Ldlr
+Pf4	Procr
+Pf4	Thbd
+Pgf	Flt1
+Pgf	Nrp1
+Plat	Lrp1
+Plau	Lrp1
+Plau	Plaur
+Plg	Itga9
+Plg	Itgb1
+Pmch	Mchr1
+Pmch	Mchr2
+Pnoc	Oprl1
+Podxl2	Sell
+Pomc	Mc1r
+Pomc	Mc2r
+Pomc	Mc3r
+Pomc	Mc4r
+Pomc	Mc5r
+Pomc	Oprd1
+Pomc	Oprk1
+Pomc	Oprm1
+Ppbp	Cxcr1
+Ppbp	Cxcr2
+Ppy	Npy4r
+Ppy	Npy5r
+Prlh	Prlhr
+Prl	Prlr
+Prnd	Rpsa
+Proc	Procr
+Prok1	Prokr1
+Prok1	Prokr2
+Prok2	Prokr1
+Prok2	Prokr2
+Pros1	Axl
+Pros1	Tyro3
+Psap	Gpr37
+Psap	Gpr37l1
+Psap	Lrp1
+Psen1	Ncstn
+Pspn	Gfra4
+Pspn	Ret
+Ptdss1	Jmjd6
+Ptdss1	Scarb1
+Ptgs2	Ptgdr2
+Pth2	Pth1r
+Pth2	Pth2r
+Pthlh	Prlhr
+Pthlh	Pth1r
+Pthlh	Pth2r
+Pth	Pth1r
+Pth	Pth2r
+Ptn	Ptprb
+Ptn	Ptprz1
+Pyy	Npy1r
+Pyy	Npy2r
+Pyy	Npy4r
+Pyy	Npy5r
+Qrfp	P2ry14
+Qrfp	Qrfpr
+Rarres2	Cmklr1
+Rarres2	Gpr1
+Reln	Itga3
+Reln	Itgb1
+Reln	Lrp8
+Reln	Vldlr
+Ren	Atp6ap2
+Rgma	Neo1
+Rln1	Rxfp1
+Rln1	Rxfp2
+Rln2	Rxfp1
+Rln2	Rxfp2
+Rln3	Rxfp1
+Rln3	Rxfp2
+Rln3	Rxfp3
+Rln3	Rxfp4
+Rps19	C5ar1
+Rspo1	Lgr4
+Rspo1	Lgr5
+Rspo1	Lgr6
+Rspo1	Lrp6
+Rspo2	Lgr4
+Rspo2	Lgr5
+Rspo2	Lgr6
+Rspo3	Lgr4
+Rspo3	Lgr5
+Rspo3	Lgr6
+Rspo4	Lgr4
+Rspo4	Lgr5
+Rspo4	Lgr6
+Rtn4	Lingo1
+Rtn4	Rtn4r
+Rtn4	Tnfrsf19
+Saa1	Fpr2
+Sct	Sctr
+Selplg	Sele
+Selplg	Selp
+Sema3a	Nrp1
+Sema3a	Plxna1
+Sema3a	Plxna2
+Sema3a	Plxna4
+Sema3b	Nrp1
+Sema3c	Nrp2
+Sema3e	Plxnd1
+Sema3f	Nrp2
+Sema3f	Plxna3
+Sema4d	Met
+Sema4d	Plxnb1
+Sema4d	Plxnb2
+Sema5a	Met
+Sema5a	Plxnb3
+Sema6d	Kdr
+Sema6d	Plxna1
+Sema7a	Plxnc1
+Serpina1	Lrp1
+Serpinc1	Lrp1
+Serpine1	Lrp1
+Serpine2	Lrp1
+Serping1	Lrp1
+Shank1	Lphn1
+Shh	Boc
+Shh	Cdon
+Shh	Hhip
+Shh	Ptch1
+Shh	Smo
+Slit1	Gpc1
+Slit1	Robo1
+Slit1	Sdc1
+Slit2	Gpc1
+Slit2	Robo1
+Slit2	Robo2
+Slit2	Robo4
+Slit2	Sdc1
+Sost	Lrp5
+Sost	Lrp6
+Spp1	Cd44
+Spp1	Itgav
+Sst	Sstr1
+Sst	Sstr2
+Sst	Sstr3
+Sst	Sstr4
+Sst	Sstr5
+Tac1	Tacr1
+Tac1	Tacr2
+Tac1	Tacr3
+Tac3	Tacr1
+Tac3	Tacr2
+Tac3	Tacr3
+Tac4	Tacr1
+Tac4	Tacr3
+Tdgf1	Acvr2a
+Tfpi	Lrp1
+Tfpi	Vldlr
+Tf	Tfrc
+Tgfa	Egfr
+Tgfb1	Acvrl1
+Tgfb1	Tgfbr1
+Tgfb1	Tgfbr2
+Tgfb1	Tgfbr3
+Tgfb2	Tgfbr1
+Tgfb2	Tgfbr2
+Tgfb2	Tgfbr3
+Tgfb3	Acvrl1
+Tgfb3	Tgfbr1
+Tgfb3	Tgfbr2
+Tgfb3	Tgfbr3
+Tgm2	Gpr56
+Thbs1	Cd36
+Thbs1	Cd47
+Thbs1	Sdc1
+Thbs2	Cd47
+Thpo	Mpl
+Tnfsf10	Tnfrsf10a
+Tnfsf10	Tnfrsf10b
+Tnfsf10	Tnfrsf10c
+Tnfsf10	Tnfrsf10d
+Tnfsf10	Tnfrsf11b
+Tnfsf11	Tnfrsf11a
+Tnfsf11	Tnfrsf11b
+Tnfsf12	Tnfrsf12a
+Tnfsf12	Tnfrsf25
+Tnfsf13b	Tnfrsf13b
+Tnfsf13b	Tnfrsf13c
+Tnfsf13b	Tnfrsf17
+Tnfsf13	Tnfrsf13b
+Tnfsf13	Tnfrsf17
+Tnfsf14	Ltbr
+Tnfsf14	Tnfrsf14
+Tnfsf14	Tnfrsf6b
+Tnfsf15	Tnfrsf25
+Tnfsf18	Tnfrsf18
+Tnfsf4	Tnfrsf4
+Tnfsf8	Tnfrsf8
+Tnfsf9	Tnfrsf9
+Tnf	Tnfrsf1a
+Tnf	Tnfrsf1b
+Tnf	Tnfrsf21
+Trh	Trhr
+Tshb	Tshr
+Ucn2	Crhr1
+Ucn2	Crhr2
+Ucn3	Crhr2
+Ucn	Crhr1
+Ucn	Crhr2
+Ulbp2	Klrk1
+Uts2b	Uts2r
+Uts2	Uts2r
+Vcam1	Itga4
+Vcam1	Itgad
+Vcam1	Itgb1
+Vcam1	Itgb2
+Vegfa	Flt1
+Vegfa	Kdr
+Vegfa	Nrp1
+Vegfa	Nrp2
+Vegfb	Flt1
+Vegfb	Nrp1
+Vegfc	Flt4
+Vegfc	Kdr
+Vegfc	Nrp2
+Vegfc	Vipr2
+Vip	Adcyap1r1
+Vip	Sctr
+Vip	Vipr1
+Vip	Vipr2
+Vtn	Itga5
+Vtn	Itgb3
+Wnt11	Fzd7
+Wnt1	Fzd3
+Wnt1	Fzd8
+Wnt1	Fzd9
+Wnt1	Ryk
+Wnt3a	Fzd6
+Wnt3	Fzd8
+Wnt3	Lrp6
+Wnt3	Ryk
+Wnt4	Fzd2
+Wnt4	Fzd6
+Wnt5a	Fzd2
+Wnt5a	Fzd4
+Wnt5a	Fzd6
+Wnt5a	Fzd7
+Wnt5a	Ryk
+Wnt7a	Fzd5
+Wnt7b	Fzd1
+Wnt7b	Fzd10
+Wnt7b	Lrp5
+Xcl1	Xcr1
+Xcl2	Xcr1
+Yars	Cxcr1
+Zp3	Mertk