Association counts use unique genes with 01-High Priority evidence and unique cells in the authored Specific tier (not the IC-score significance threshold). Reverse counts list meta traits and individual traits separately; these are overlapping levels of evidence, not independent totals. Counts cover the full available catalogue, not the displayed rows or sampled UMAP. Unavailable profiles are excluded from reverse counts; a dash means unavailable or an ambiguous identity, not zero. The browser initially shows 50 rows; choose Rows to change this. Complete rows remain in the HTML, and ordinary page links expose any continuation pages for AI readers and crawlers.

ASPC.stem_like_progenitor: DE genes

How association tiers are defined — cell–trait and gene–trait

SCREATE tier definitions supplied by the atlas curator. This methods note explains the prepared classifications; it does not recompute or change any report scores or tiers.

Cell–trait tiers

Cell–trait links: Identify cell types whose regulatory activity is associated with a trait’s genetic signal.
Required for Specific or Relevant: The ICE-CREAM score derived from the mean metacell Z score must be ≥ 5.39, with BOTH nominal and adjusted ICE-CREAM P values ≤ 0.05.
Specific (Tier 1): Also meets all cell-set enrichment analysis (CSEA) criteria in at least one tested comparison: nominal P ≤ 0.05 AND adjusted P ≤ 0.05 AND normalized enrichment score (NES) ≥ 1, all in that comparison. This indicates that trait-associated activity is concentrated in this cell type relative to the tested background.
Relevant (Tier 2): Meets the ICE-CREAM requirements but not the additional CSEA criteria. The cell type may share trait-associated activity with other cell types.
Interpretation and report values: CSEA is cell-set enrichment analysis, analogous to gene-set enrichment analysis but using sets of cells along a ranked list of ICE-CREAM scores. The eligibility score derived from the mean metacell Z score is not the displayed mean IC score. Do not infer a tier from the displayed mean, its descriptive Significance column, or a single CSEA summary value. Reports preserve prepared tiers; Other means an available association outside Specific/Relevant, and unavailable is not zero or proof of biological irrelevance.
Meta traits and individual traits: Use the prepared tier for the exact meta trait or individual trait. A meta trait’s Best child CSEA FDR is the lowest available child FDR, not a combined or meta-trait significance test. Its displayed mean child NES is descriptive, not a new CSEA test. These summaries must not be used to reconstruct or override the meta-trait tier.

Gene–trait priorities (variant–tCRE–gene evidence)

Variant–tCRE–gene links: Candidate variants connect to genes through overlapping promoters or distal transcribed cis-regulatory elements (tCREs) linked to gene promoters by the Activity-by-Contact (ABC) model.
Required genetic support: The variant belongs to a purity-passing SuSiE credible set OR qualifies for Borzoi rescue. Borzoi rescue requires BOTH a variant-causality score ≥ 0.3 AND linkage disequilibrium with the lead variant of r² ≥ 0.2.
Required cellular support: The overlapping promoter has positive tCRE activity OR the distal element has a passing cell-specific ABC link to the gene, in a Specific or Relevant cell subtype (L1S) or fine-grained state (L2). BOTH genetic and cellular support are required for High or Medium priority.
High priority: Among records meeting both minimum requirements, High requires a genetic score ≥ 0.5 AND a Layer 1 correlation > 0.3 between tCRE activity and the trait’s cellular profile across cell subtypes.
Medium priority: Meets both minimum requirements but not one or both additional High thresholds. The genetic score is the higher of the SuSiE posterior inclusion probability (PIP) and the Borzoi variant-causality score.
Same-record evidence and aggregation: Each priority requires genetic and cellular evidence supporting the SAME variant–tCRE–gene record. Do not combine thresholds or evidence from different records to create a qualifying link. A gene receives the highest priority observed among its supporting records. A tCRE summary uses supporting records for that exact tCRE, not every trait of its linked genes. Separately displayed aggregate scores do not relax the same-record rule.
Limits of interpretation: A priority is candidate-association evidence, not proof of a causal variant, causal gene, causal cell type or treatment efficacy. Missing evidence is unavailable, not zero. MAGMA −log10(P), displayed credibility scores, cellular-context scores and G/C tier codes must not be substituted for these eligibility tests; use the provided records and their documented fields.

DE log fold change is a different metric from mean expression and IC score. This is the complete available browser export, limited upstream to the top 1,000 genes per population; it is not an exhaustive genome-wide differential-expression result.

All 1,000 available exported DE genes
#	Gene	DE log fold change	Meta traits (High Priority)	Individual traits (High Priority)
1	CFD	11.87	32	76
2	DCN	11.17	5	30
3	MFAP5	10.95	—	—
4	LUM	10.69	5	20
5	MFAP4	10.35	1	6
6	IGFBP6	10.34	2	2
7	CLEC3B	9.82	5	5
8	DPT	9.27	0	1
9	PLA2G2A	9.14	3	13
10	CD248	9.13	2	3
11	PLAC9	9.01	19	33
12	PCOLCE2	8.99	7	20
13	MGP	8.87	3	8
14	SFRP4	8.71	12	39
15	EFEMP1	8.62	35	109
16	ISLR	8.53	28	62
17	CCDC80	8.48	7	12
18	APOD	8.47	0	0
19	PDGFRL	8.43	28	59
20	ADH1B	8.36	99	251
21	PI16	8.25	8	13
22	SERPINF1	8.24	91	185
23	MXRA8	8.19	7	40
24	FAM180B	8.18	—	—
25	SPRR2F	8.16	0	0
26	GSN	8.15	10	25
27	F10	8.07	25	56
28	COL1A2	8.07	19	39
29	C1R	8.02	2	4
30	GPC3	8.00	—	—
31	LRRN4CL	7.99	0	0
32	FBLN1	7.97	4	8
33	OLFML3	7.93	72	147
34	COL3A1	7.89	3	5
35	IGFBP5	7.89	6	11
36	THY1	7.86	8	20
37	COL1A1	7.81	9	15
38	CD34	7.79	24	109
39	CILP	7.77	0	0
40	PTGES	7.77	5	10
41	SCARA5	7.76	17	28
42	SOD3	7.63	3	3
43	HTRA3	7.59	4	12
44	NOVA1	7.57	0	0
45	LINC01048	7.56	0	0
46	PCAT4	7.55	6	8
47	C1S	7.55	1	3
48	FBLN5	7.55	17	45
49	LINC01133	7.54	6	11
50	VEGFD	7.53	—	—
51	ECM1	7.51	60	158
52	LINC00645	7.43	3	2
53	ASPN	7.42	23	53
54	CXCL12	7.36	1	1
55	MMP2	7.34	4	6
56	FBLN2	7.33	6	13
57	XG	7.32	—	—
58	LINC02510	7.32	—	—
59	MEDAG	7.31	0	0
60	WNT10B	7.31	4	7
61	AADAC	7.31	1	4
62	PRELP	7.27	6	11
63	TNFAIP6	7.24	2	12
64	GPNMB	7.22	2	6
65	CTSK	7.16	91	236
66	SFRP2	7.16	1	4
67	TPPP3	7.15	25	66
68	CHRDL1	7.10	—	—
69	VIT	7.08	2	2
70	SPARC	7.05	1	2
71	TAGLN	7.03	25	92
72	CXCL14	7.02	0	0
73	PCOLCE	6.99	19	63
74	RAMP2	6.94	8	18
75	PRG4	6.92	5	7
76	MFAP2	6.91	25	65
77	ANGPTL5	6.90	3	6
78	COL6A3	6.85	20	54
79	WNT2	6.85	10	55
80	PODN	6.83	4	27
81	GPX3	6.82	9	17
82	COL6A2	6.77	34	82
83	IGFBP4	6.77	28	80
84	MYOC	6.77	6	19
85	SRPX	6.77	—	—
86	C1QTNF3	6.76	1	1
87	PROCR	6.75	39	86
88	PAMR1	6.75	1	2
89	SMOC2	6.74	3	11
90	MMP27	6.74	4	4
91	OLFML1	6.73	1	6
92	CST3	6.71	—	—
93	CTHRC1	6.65	0	0
94	PRRX1	6.63	9	22
95	OMD	6.62	22	51
96	TWIST2	6.59	4	6
97	TIMP3	6.59	3	3
98	SERPING1	6.57	26	78
99	TNNT3	6.56	24	72
100	CYP4B1	6.52	1	8
101	TMEM254	6.51	16	29
102	CAVIN3	6.46	0	0
103	COL14A1	6.45	12	22
104	LINC01028	6.45	0	0
105	GDF10	6.45	0	0
106	C1QTNF2	6.45	0	0
107	IFI27	6.44	332	479
108	ABI3BP	6.42	6	6
109	SPRR2G	6.42	0	0
110	POSTN	6.42	0	0
111	ANGPTL2	6.42	6	16
112	ADAMTS5	6.41	12	23
113	HSPB6	6.41	1	10
114	PLTP	6.40	18	36
115	FGF7	6.40	5	15
116	PPIC	6.37	5	11
117	CRABP2	6.37	3	4
118	C3	6.35	23	35
119	CADM3	6.35	2	15
120	FSTL1	6.35	1	1
121	FNDC1	6.33	26	48
122	HSPB2-C11orf52	6.33	11	30
123	HSPB2	6.33	11	30
124	GSTM5	6.30	4	7
125	PMP22	6.29	4	13
126	ITIH5	6.27	4	4
127	FGF16	6.26	—	—
128	MYL9	6.20	7	17
129	DCLK1	6.19	0	0
130	FXYD1	6.17	76	148
131	MATN4	6.17	52	123
132	PDGFRA	6.15	9	40
133	SDC2	6.13	1	3
134	CPE	6.11	1	1
135	COL6A1	6.11	35	85
136	HSD3B7	6.10	46	104
137	LOXL1	6.09	52	110
138	AKR1C2	6.07	12	28
139	DKK1	6.07	0	0
140	C1QTNF7	6.06	3	9
141	LHFPL6	6.04	1	3
142	MRGPRF	6.03	34	97
143	ITGA11	6.02	1	2
144	ELN	6.00	15	47
145	FBN1	5.97	21	79
146	AGTR1	5.97	9	10
147	NNMT	5.96	19	24
148	MGST1	5.95	2	1
149	LRRC17	5.95	1	1
150	SLPI	5.94	33	63
151	EFHD1	5.92	2	7
152	ADIRF	5.92	5	6
153	LINC02063	5.91	—	—
154	CFH	5.91	68	103
155	SRPX2	5.90	—	—
156	ITGBL1	5.90	1	0
157	NTRK2	5.89	7	9
158	ACKR4	5.89	10	22
159	NUPR1	5.88	22	50
160	GAL	5.87	6	12
161	CAVIN1	5.87	38	80
162	HTRA1	5.86	21	46
163	ADAMTS16	5.86	0	0
164	OSR2	5.84	0	0
165	S100A16	5.84	5	8
166	LOX	5.84	5	18
167	PTGIS	5.83	2	4
168	CLU	5.83	11	28
169	TNXB	5.82	153	526
170	EBF2	5.80	2	2
171	HAS1	5.79	37	49
172	COL12A1	5.78	1	1
173	AHNAK2	5.77	2	1
174	GALNT16	5.77	5	8
175	AKR1C1	5.75	23	57
176	CALHM3	5.74	4	14
177	XPNPEP2	5.73	—	—
178	LINC01915	5.73	1	1
179	LMX1A	5.72	0	0
180	RNASE4	5.70	5	7
181	ANG	5.70	5	7
182	TMEM119	5.69	11	22
183	S100A13	5.64	8	14
184	SPON2	5.63	23	69
185	SEMA3C	5.60	69	90
186	IL33	5.60	1	2
187	KRT222	5.56	13	56
188	DBN1	5.56	18	31
189	LINC01140	5.54	1	4
190	CHL1	5.54	0	0
191	VASN	5.53	28	75
192	SSPN	5.51	10	13
193	NOX4	5.50	9	56
194	HRCT1	5.49	18	74
195	DMRT3	5.49	8	27
196	GFPT2	5.45	3	4
197	GPX8	5.45	8	21
198	OSR1	5.43	1	5
199	KDELR3	5.43	7	15
200	LVRN	5.42	2	4
201	LINC01436	5.39	0	1
202	AEBP1	5.38	4	12
203	FN1	5.37	29	100
204	C1QTNF5	5.37	8	19
205	RCN3	5.33	60	188
206	SSC5D	5.33	16	44
207	ABCC2	5.33	37	70
208	IGF2	5.32	43	132
209	ADAM33	5.32	20	42
210	CCL26	5.31	1	5
211	LINC01638	5.31	1	2
212	SPRR2E	5.29	0	0
213	LINC02381	5.28	10	19
214	ALDH1A3	5.27	1	4
215	PRSS23	5.27	6	15
216	GNG11	5.26	3	3
217	CPZ	5.26	11	38
218	RERG	5.25	5	14
219	HORMAD2-AS1	5.24	15	52
220	MEG3	5.23	13	43
221	DACT2	5.23	2	2
222	ELANE	5.20	31	86
223	ACKR3	5.20	2	4
224	S100A4	5.20	2	2
225	EMX2	5.19	4	10
226	GSC	5.19	336	487
227	ADAMTS2	5.19	9	25
228	ABCA8	5.18	83	140
229	ITM2A	5.17	—	—
230	PLPP3	5.16	50	135
231	FAP	5.16	0	0
232	COX7A1	5.16	2	5
233	FABP3	5.16	11	20
234	GALNT15	5.15	5	4
235	TFPI	5.13	54	106
236	TMEM176A	5.13	50	102
237	CRYAB	5.13	20	64
238	TGFB1I1	5.11	6	16
239	HOXC8	5.11	5	6
240	NDN	5.10	—	—
241	CERCAM	5.10	0	0
242	PTHLH	5.09	0	0
243	LINC01116	5.08	6	23
244	ACVRL1	5.08	18	37
245	EMX2OS	5.08	4	10
246	AADACL2	5.08	0	0
247	TMEM176B	5.06	39	71
248	CAV1	5.05	15	135
249	FKBP10	5.03	15	19
250	LMO3	5.03	3	4
251	EBF1	5.00	13	22
252	ECM2	4.97	27	58
253	LGALS3BP	4.97	5	5
254	CALD1	4.95	21	57
255	LAMA4	4.95	10	12
256	LGALS1	4.93	22	66
257	NTM	4.92	1	1
258	CDC42EP2	4.92	0	0
259	MT1M	4.92	29	70
260	ANGPTL4	4.91	66	465
261	PDGFRB	4.91	11	25
262	TWIST1	4.91	1	1
263	CYGB	4.91	7	7
264	DEFB1	4.90	11	39
265	TMEM37	4.90	6	11
266	CBR3	4.89	1	5
267	HSPB8	4.89	0	0
268	LGALS3	4.88	7	33
269	C1QTNF4	4.88	—	—
270	C6orf132	4.88	24	122
271	PDPN	4.88	1	9
272	THBS2	4.86	7	38
273	HOXD-AS2	4.86	12	47
274	NPR1	4.86	6	10
275	HOXC9	4.85	6	8
276	FIBIN	4.84	1	9
277	FMOD	4.84	9	18
278	EFEMP2	4.83	50	111
279	A4GALT	4.83	8	37
280	LINC01894	4.83	1	1
281	TSPAN4	4.82	20	57
282	PLA2G5	4.81	3	12
283	EMP1	4.81	5	13
284	SGCE	4.81	2	4
285	PENK	4.81	3	13
286	VCAN	4.80	11	255
287	MFGE8	4.80	17	46
288	MRC2	4.79	14	64
289	PRR9	4.79	3	13
290	S100A10	4.79	5	10
291	FHL1	4.79	—	—
292	KAZALD1	4.78	5	7
293	CD70	4.78	9	14
294	ARHGAP20	4.77	0	0
295	S100A6	4.75	3	4
296	CLDN11	4.74	0	0
297	SELENOP	4.74	3	4
298	OGN	4.73	8	17
299	EPHX1	4.72	4	4
300	HMCN2	4.71	1	2
301	PPL	4.71	2	3
302	PRDM6	4.70	7	15
303	COL5A2	4.69	17	35
304	CNRIP1	4.69	26	38
305	HOXA10	4.68	9	12
306	NEGR1	4.68	5	12
307	ADH1C	4.67	133	303
308	PRRX2	4.66	4	7
309	PLAT	4.65	—	—
310	PCDH18	4.65	0	5
311	PLAU	4.64	21	55
312	OLFML2B	4.64	9	18
313	CFB	4.64	508	1,239
314	LINC00968	4.63	4	14
315	ADAMTSL1	4.63	2	2
316	MEST	4.62	3	5
317	LINC02202	4.62	10	13
318	SLIT3	4.60	6	23
319	HOXC10	4.60	0	0
320	CDHR4	4.59	0	0
321	SERPINH1	4.59	22	57
322	NT5E	4.59	0	0
323	HSD11B2	4.57	24	69
324	RAB32	4.57	2	1
325	TMEM35A	4.55	—	—
326	FABP4	4.55	3	1
327	SNX21	4.54	10	26
328	ANXA2	4.54	8	11
329	LPAR1	4.54	2	5
330	SPSB4	4.53	3	8
331	TGM4	4.51	0	0
332	AKR1C3	4.51	59	224
333	TSKU	4.49	9	19
334	KLF4	4.49	0	0
335	SELENBP1	4.49	16	25
336	IGFBP3	4.48	17	93
337	NRN1	4.48	5	4
338	ANGPTL1	4.47	6	26
339	CES1	4.46	8	16
340	ADM	4.45	22	57
341	ABCB5	4.45	3	4
342	SVEP1	4.45	1	1
343	CDA	4.45	12	29
344	GLT8D2	4.43	1	1
345	PTGFR	4.43	8	36
346	PRRG3	4.43	—	—
347	MMP23B	4.42	2	14
348	TMEM233	4.41	0	0
349	MAP1B	4.41	0	0
350	CLMP	4.41	3	5
351	HSPA12B	4.38	23	45
352	EFS	4.38	7	111
353	DUXA	4.37	0	0
354	IGFBP7	4.36	21	47
355	ZDHHC1	4.36	22	54
356	ADGRD1	4.35	2	3
357	FAM114A1	4.34	5	13
358	TUBB6	4.34	3	4
359	TMEM100	4.33	0	4
360	LARP6	4.32	3	2
361	BGN	4.31	—	—
362	EHD2	4.31	3	8
363	ALX1	4.31	0	0
364	CD276	4.31	13	27
365	CYBRD1	4.31	21	56
366	TMEM98	4.30	2	2
367	LINC01914	4.30	7	54
368	PCDHGC3	4.29	0	0
369	CPXM2	4.29	1	1
370	LINC01539	4.29	0	0
371	LINC02308	4.27	0	0
372	TNMD	4.27	—	—
373	HOXC5	4.26	5	3
374	AXL	4.26	13	25
375	LINC00519	4.26	0	0
376	CA12	4.26	7	15
377	LINC01426	4.25	7	17
378	CD200R1L	4.25	3	3
379	LINC01228	4.24	0	0
380	CELA1	4.24	11	44
381	CRIP1	4.23	2	11
382	HOXC-AS1	4.23	4	7
383	COL6A6	4.23	0	0
384	GPRC5A	4.23	3	6
385	ABCA9	4.22	102	179
386	RARRES2	4.21	22	42
387	TRIP10	4.20	8	26
388	HOXC4	4.20	5	3
389	RASD1	4.19	20	56
390	PLBD1	4.19	4	7
391	FST	4.18	15	35
392	VIM	4.18	32	102
393	VAT1	4.17	9	12
394	WSCD2	4.17	0	0
395	LUARIS	4.17	0	0
396	HAND2	4.17	2	5
397	HOXA7	4.16	11	15
398	SERPINA5	4.15	359	512
399	IRX1	4.15	0	0
400	RSPO3	4.14	29	81
401	EMP2	4.13	14	22
402	LIMS2	4.13	11	14
403	FKBP9	4.11	6	10
404	BIN1	4.10	9	15
405	CRNDE	4.09	0	0
406	CLEC11A	4.09	0	0
407	ZNF503	4.09	1	2
408	WNT11	4.08	1	1
409	P4HA2	4.08	213	354
410	LUZP2	4.07	—	—
411	LTBP4	4.05	57	146
412	ABCA6	4.04	109	193
413	BDKRB2	4.03	1	10
414	ANXA1	4.03	2	2
415	RAMP2-AS1	4.02	7	17
416	MOXD1	4.01	7	21
417	TIMP1	4.00	—	—
418	DDR2	4.00	2	2
419	CDO1	4.00	5	17
420	NXPH3	3.99	3	9
421	SELENOM	3.99	15	53
422	DPYSL3	3.98	1	1
423	PALM	3.97	16	43
424	PDLIM4	3.96	171	263
425	RAB7B	3.96	3	5
426	MMP28	3.96	4	4
427	BMP4	3.95	31	87
428	C17orf58	3.95	20	50
429	C2	3.94	61	83
430	PID1	3.94	8	10
431	FAM180A	3.94	0	0
432	IL17D	3.92	2	45
433	DMRT2	3.91	6	11
434	ADGRG2	3.91	—	—
435	TSHZ2	3.90	6	14
436	CPXM1	3.90	3	19
437	MAB21L1	3.89	0	0
438	MUSTN1	3.89	81	386
439	GAS1	3.89	0	0
440	TRIL	3.89	3	4
441	STXBP6	3.89	3	2
442	MAP1A	3.88	1	2
443	PLXDC1	3.88	1	3
444	ZNF423	3.87	10	17
445	LAMA2	3.87	1	0
446	FILIP1L	3.87	16	37
447	MAP1LC3C	3.86	0	0
448	PSORS1C1	3.85	152	355
449	MARCKS	3.85	1	2
450	ACE	3.85	11	44
451	RAB34	3.85	—	—
452	HSD11B1	3.83	16	46
453	IL11RA	3.83	0	0
454	GAS1RR	3.83	0	0
455	GFRA1	3.83	1	3
456	DNM1	3.82	2	3
457	LINC01886	3.81	0	0
458	ANTXR1	3.81	1	3
459	COL5A1	3.79	4	10
460	HAS2-AS1	3.78	5	13
461	SPRY1	3.78	2	3
462	TMEM200B	3.78	1	3
463	RAI2	3.77	—	—
464	GSTM3	3.77	6	9
465	KCNB2	3.76	4	5
466	RBMS3	3.76	1	3
467	BST1	3.76	2	2
468	LRRC32	3.75	3	3
469	LURAP1L	3.75	1	1
470	WNT1	3.75	4	7
471	CTSF	3.75	9	19
472	IFITM3	3.74	28	58
473	MMP14	3.74	28	53
474	C16orf89	3.73	0	0
475	SCARA3	3.72	16	40
476	LAPTM4A	3.72	14	22
477	LINC01805	3.72	0	0
478	PLSCR4	3.71	0	0
479	C11orf96	3.70	3	18
480	CCDC89	3.70	2	1
481	HOXA10-AS	3.70	10	13
482	FBXO17	3.69	11	19
483	CALHM2	3.69	7	15
484	STEAP1	3.69	7	30
485	CREB5	3.69	18	72
486	FGF18	3.69	4	6
487	VGLL3	3.68	5	8
488	AKAP12	3.68	4	13
489	CSF1	3.68	5	9
490	IGF1	3.68	36	77
491	TPST1	3.67	3	3
492	CKB	3.67	18	40
493	HOXD8	3.66	14	50
494	S100A11	3.66	3	3
495	RPTN	3.66	0	0
496	RARRES1	3.66	2	7
497	HOXA9	3.65	13	44
498	OAF	3.65	9	18
499	LOXL2	3.63	13	42
500	CNTN4	3.63	0	1
501	HAS2	3.63	5	13
502	BASP1	3.63	0	0
503	C1GALT1C1L	3.62	3	14
504	ITGB3	3.61	15	38
505	APCDD1L	3.61	0	0
506	RAB23	3.61	—	—
507	FGFR1	3.60	15	23
508	SEMA3D	3.59	2	8
509	TCEAL7	3.59	—	—
510	LSP1	3.58	41	132
511	LMOD1	3.58	34	89
512	TCEAL9	3.58	—	—
513	FAM20A	3.58	34	62
514	EMILIN1	3.58	14	23
515	DNASE1L3	3.58	28	45
516	ANOS1	3.57	—	—
517	ACKR2	3.57	0	0
518	AOX1	3.57	2	1
519	WDR86	3.57	4	7
520	DDAH2	3.55	146	231
521	FKBP7	3.55	0	0
522	PARVA	3.55	0	0
523	LMCD1	3.54	5	11
524	SHISA4	3.54	20	62
525	SNAI2	3.54	0	0
526	GGT5	3.53	4	5
527	HSPG2	3.53	47	92
528	PTGS1	3.53	0	0
529	ARHGAP29	3.53	1	0
530	DKK2	3.53	0	0
531	ANK2	3.52	0	0
532	PHYHD1	3.52	15	29
533	CMTM3	3.52	23	32
534	SHOX2	3.52	0	0
535	FCGRT	3.52	65	213
536	MAMDC2	3.52	4	9
537	LINC00398	3.52	1	0
538	COPZ2	3.51	25	92
539	TP53I3	3.50	5	43
540	TPBG	3.50	0	0
541	C14orf132	3.50	0	0
542	NHSL1	3.50	4	5
543	ANPEP	3.49	13	24
544	LMNA	3.49	18	37
545	SPR	3.49	0	0
546	LINC02323	3.49	0	0
547	DAB2	3.48	39	81
548	CDKN2C	3.48	0	0
549	LINC01239	3.47	3	4
550	MMP19	3.47	0	0
551	SMIM10	3.47	—	—
552	FSTL3	3.47	6	5
553	CLIC2	3.46	—	—
554	CMBL	3.45	0	0
555	LINC00648	3.45	1	1
556	RADIL	3.44	0	1
557	MCOLN3	3.43	1	3
558	AIF1L	3.43	0	0
559	SPOCK1	3.42	0	0
560	TRIM47	3.42	58	138
561	CDON	3.42	4	4
562	FBLN7	3.42	2	3
563	PDK4	3.42	5	8
564	EGFR	3.42	10	11
565	EBF3	3.42	1	1
566	C8orf48	3.40	7	28
567	LINC00974	3.39	0	0
568	OLFM1	3.39	4	8
569	GAL3ST4	3.39	0	0
570	FZD4	3.39	4	10
571	PLP1	3.39	—	—
572	RTL8B	3.38	—	—
573	NPDC1	3.38	19	47
574	SULF1	3.38	2	3
575	IER3	3.38	247	484
576	WARS2-IT1	3.37	3	17
577	DBNDD2	3.37	30	88
578	NEXN	3.36	21	71
579	GEM	3.36	7	10
580	CD9	3.35	2	6
581	ARMCX1	3.35	—	—
582	LAMB2	3.34	16	40
583	ID3	3.34	4	9
584	FGF10	3.34	—	—
585	LGMN	3.33	6	6
586	CD151	3.33	20	58
587	MAGEE2	3.33	—	—
588	SIM1	3.33	0	0
589	ASPA	3.32	1	1
590	PTMS	3.32	15	37
591	NQO1	3.31	2	4
592	AFP	3.31	3	7
593	ACTA2	3.31	5	5
594	FAM43B	3.31	10	20
595	MSX1	3.29	0	0
596	NID1	3.29	6	7
597	LIMA1	3.29	22	63
598	LINC01117	3.29	12	46
599	PSG4	3.29	0	0
600	SEMA3B	3.29	11	28
601	PHGDH	3.29	0	0
602	LINC01230	3.28	1	3
603	GJA1	3.27	3	10
604	GULP1	3.27	28	52
605	ARL4D	3.27	14	29
606	TPM1	3.27	33	119
607	BEND6	3.27	—	—
608	CD55	3.27	6	9
609	CRIP2	3.26	0	0
610	LRP1	3.26	53	254
611	TAX1BP3	3.26	2	2
612	SPRYD3	3.26	1	1
613	HOXC6	3.25	9	9
614	RAB3IL1	3.25	25	205
615	CTSL	3.25	2	3
616	C1QTNF1	3.25	5	9
617	HOXA3	3.25	20	38
618	PDLIM1	3.25	19	37
619	EPDR1	3.24	15	39
620	CNN3	3.24	2	3
621	DBX2	3.23	0	0
622	ALPL	3.23	11	20
623	ADRA1B	3.23	1	1
624	HRH1	3.22	4	5
625	SNX7	3.22	0	0
626	CYP1B1	3.22	4	15
627	MEG8	3.22	7	22
628	CD68	3.21	33	81
629	P3H3	3.21	12	24
630	PLPP1	3.21	8	17
631	RUNX1T1	3.19	1	1
632	AK1	3.19	7	16
633	CAB39L	3.19	1	3
634	PXDNL	3.19	0	0
635	GAS6	3.18	6	25
636	GAS7	3.18	1	2
637	NINJ2	3.17	15	54
638	VASH2	3.16	0	0
639	LHCGR	3.15	0	0
640	CPQ	3.15	1	3
641	ANGPT1	3.15	0	3
642	ANXA4	3.15	2	3
643	F3	3.15	0	0
644	RGMA	3.15	3	4
645	BICRA-AS1	3.14	1	2
646	RTN2	3.14	21	92
647	UAP1	3.14	8	8
648	CCL2	3.14	3	12
649	ADAMTSL4	3.14	91	187
650	STK32B	3.13	0	0
651	HNMT	3.13	2	2
652	LINC01779	3.13	2	1
653	OLFML2A	3.12	5	7
654	KCNA1	3.11	0	0
655	PFN2	3.10	0	0
656	CREB3L1	3.10	51	329
657	ZNF385A	3.10	94	96
658	BMP1	3.10	25	61
659	HMCN1	3.09	5	7
660	ABCA10	3.08	96	171
661	LMO7DN	3.08	0	0
662	TBX18	3.07	0	0
663	TIMP2	3.07	2	3
664	SLC7A4	3.06	0	0
665	FILIP1	3.06	2	1
666	LINC00458	3.06	0	0
667	GLIPR2	3.06	2	2
668	GLI3	3.06	0	0
669	MUC12	3.06	14	29
670	KCNK15-AS1	3.06	13	20
671	PLS3	3.05	—	—
672	HIC1	3.04	36	105
673	PYCR1	3.04	2	1
674	PROS1	3.04	0	0
675	STMN3	3.03	62	155
676	PCDHB4	3.02	0	0
677	TGFBR3	3.02	15	26
678	PTPRD-AS1	3.01	1	0
679	FGFBP2	3.01	2	2
680	BMPER	3.01	0	0
681	CCDC140	3.00	0	0
682	LINC01305	3.00	0	0
683	CD63	3.00	0	0
684	RAET1G	2.99	0	0
685	FEZ1	2.99	4	4
686	LRRC75B	2.99	9	15
687	EMP3	2.99	0	0
688	POMGNT2	2.98	2	3
689	SERTM1	2.98	0	0
690	PLPP7	2.98	1	1
691	SLC29A1	2.98	7	16
692	LINC02384	2.97	1	1
693	TMEM45A	2.97	5	5
694	HSPA1A	2.97	81	205
695	PDLIM7	2.97	15	30
696	IL15RA	2.97	0	0
697	LINC01091	2.97	1	2
698	KERA	2.97	1	1
699	FOS	2.97	3	3
700	ROBO3	2.96	2	2
701	HSPA6	2.96	198	266
702	GYPC	2.96	3	4
703	CYP27A1	2.96	43	170
704	COL16A1	2.96	6	12
705	WFDC10B	2.95	8	16
706	GAP43	2.95	0	0
707	SIX2	2.95	0	0
708	CD302	2.94	13	43
709	SPACA4	2.93	—	—
710	GPC4	2.93	—	—
711	TMEM54	2.93	0	1
712	PKIG	2.93	10	20
713	EGR1	2.92	1	1
714	RCN1	2.92	5	11
715	PDGFD	2.91	2	2
716	MME	2.91	2	2
717	DLC1	2.90	24	63
718	GPX4	2.90	30	119
719	PAM	2.90	1	2
720	SH3D19	2.90	6	10
721	AMPH	2.90	3	4
722	CYB5R3	2.89	13	44
723	MT1A	2.89	27	116
724	TMEM109	2.89	20	74
725	SH3PXD2B	2.88	2	10
726	SH2D4A	2.88	18	46
727	DIO3OS	2.88	1	2
728	MYOF	2.88	4	6
729	PDCD1LG2	2.87	1	0
730	TCF4	2.87	9	17
731	CNPY4	2.87	0	0
732	ACOT1	2.87	0	0
733	ARHGAP6	2.87	—	—
734	UGDH	2.86	14	26
735	SGCA	2.86	6	10
736	PGRMC1	2.85	—	—
737	DNM3OS	2.85	0	0
738	LINC02550	2.85	0	0
739	BOC	2.85	4	6
740	SPIN2A	2.85	—	—
741	KCNS3	2.84	0	1
742	SEMA3E	2.84	2	3
743	BAG2	2.83	—	—
744	P3H4	2.83	18	23
745	FGF10-AS1	2.83	—	—
746	UCHL1	2.83	0	0
747	ENG	2.83	9	25
748	EVC2	2.83	1	0
749	ZFHX4	2.82	0	0
750	PDLIM3	2.82	2	4
751	LINC01354	2.81	1	5
752	PLCD3	2.81	2	18
753	IL20	2.81	12	11
754	CDC42EP5	2.81	1	1
755	ARC	2.81	5	4
756	THBS3	2.81	7	11
757	LINC01257	2.81	0	2
758	USP19	2.80	3	4
759	B4GAT1	2.79	1	2
760	LTBR	2.79	21	43
761	FGL2	2.79	2	2
762	SLC43A3	2.79	27	87
763	KITLG	2.79	5	6
764	ZFHX4-AS1	2.79	0	0
765	LBX2-AS1	2.79	5	13
766	LDB2	2.78	2	2
767	LINC00603	2.78	0	0
768	NPB	2.78	0	0
769	FNDC5	2.78	0	0
770	EMILIN2	2.77	13	23
771	SLITRK4	2.77	—	—
772	CD59	2.77	5	8
773	TNFAIP2	2.77	17	47
774	BEX3	2.77	—	—
775	RAB42	2.76	3	2
776	GNG12	2.76	13	26
777	CERS3-AS1	2.75	0	0
778	MGLL	2.75	16	18
779	IL13RA1	2.75	—	—
780	RHOC	2.75	29	113
781	ALDH1L2	2.75	0	0
782	SERPINE1	2.75	25	41
783	CPED1	2.75	6	14
784	SPARCL1	2.75	74	301
785	LRRC2	2.74	2	3
786	RGS9	2.74	2	4
787	FERMT2	2.74	11	62
788	DPP4	2.74	0	0
789	PLBD2	2.73	9	12
790	RNF212	2.73	9	39
791	MXRA5	2.73	—	—
792	CRTAP	2.72	7	16
793	C1orf21	2.72	1	0
794	CD109	2.72	0	0
795	LAMC1	2.72	60	136
796	AGAP2-AS1	2.71	7	23
797	CHRD	2.71	2	5
798	METTL27	2.71	35	78
799	PHLDA3	2.71	16	23
800	LY96	2.71	3	3
801	TPM2	2.70	29	79
802	NENF	2.69	14	43
803	CTBP1-AS	2.69	12	46
804	TUBB	2.69	165	310
805	IFT22	2.69	15	24
806	TRIP6	2.69	16	52
807	VKORC1	2.68	51	133
808	PCBD1	2.68	4	4
809	COLCA1	2.68	16	45
810	RHOB	2.68	1	1
811	TMEM237	2.68	2	2
812	BICC1	2.67	22	101
813	TBC1D12	2.67	1	1
814	FAM110B	2.67	0	0
815	LINC01850	2.67	0	0
816	CLIP3	2.67	1	1
817	PACERR	2.66	1	0
818	MARVELD1	2.66	3	9
819	BACE2	2.66	17	18
820	GPX7	2.66	6	10
821	ANXA5	2.66	4	7
822	ERRFI1	2.66	3	6
823	DCAF12L2	2.65	—	—
824	KLF14	2.65	0	0
825	GSTM1	2.65	1	1
826	IFIT1	2.65	4	4
827	ATL1	2.65	2	11
828	SIX1	2.64	0	0
829	TMEM9	2.64	0	1
830	OR2C3	2.64	4	14
831	TMEM47	2.63	—	—
832	MT1E	2.63	20	37
833	CLIC1	2.63	159	256
834	S100A3	2.62	0	0
835	CKS1B	2.62	5	10
836	PLAGL1	2.62	21	51
837	MRGPRE	2.62	0	0
838	MIR4435-2HG	2.62	13	33
839	APOL4	2.61	11	28
840	PLPPR2	2.61	1	2
841	GPSM2	2.61	1	1
842	DLX3	2.59	5	13
843	HOXA5	2.59	17	40
844	KLHDC8B	2.59	44	134
845	CKAP4	2.59	3	6
846	FLRT2	2.59	1	9
847	RHOBTB3	2.58	5	10
848	FGF14	2.58	0	0
849	IL17RD	2.57	12	16
850	SLC6A2	2.57	3	6
851	RHBDF1	2.57	5	6
852	NAV1	2.57	12	34
853	FNDC4	2.57	488	1,610
854	TCN2	2.56	10	26
855	FEZF1	2.56	1	2
856	MIR99AHG	2.56	3	9
857	GPRC5B	2.56	5	11
858	GRN	2.56	12	23
859	TMEM17	2.55	1	1
860	LBX2	2.55	4	5
861	CHST7	2.54	—	—
862	DIRC1	2.54	21	33
863	MYADM	2.54	19	22
864	ZNF385D	2.54	1	2
865	RARG	2.54	1	1
866	PABPC5	2.54	—	—
867	FSCN1	2.53	0	0
868	SLC27A3	2.53	3	4
869	EPB41L3	2.53	1	1
870	TUBA1A	2.53	4	5
871	LINC00237	2.53	0	0
872	LINC00882	2.53	1	1
873	PALLD	2.53	6	11
874	CYP27C1	2.53	8	12
875	TKTL1	2.52	—	—
876	ALDH1A1	2.52	5	5
877	CYB561	2.52	14	41
878	GAS2L1	2.52	4	4
879	SGCG	2.52	0	0
880	GOLIM4	2.51	0	0
881	KIAA0408	2.50	3	3
882	BMP7	2.50	7	60
883	CYP7B1	2.50	0	0
884	STAC	2.49	0	0
885	HILPDA	2.49	3	5
886	CHPF	2.49	4	15
887	ST3GAL4	2.49	37	47
888	OPHN1	2.48	—	—
889	VSIR	2.48	47	94
890	AR	2.48	—	—
891	ADI1	2.48	0	0
892	SMIM14	2.48	7	7
893	CALU	2.48	14	34
894	HEBP1	2.48	2	5
895	MATN2	2.48	6	10
896	TCTN1	2.48	12	211
897	TUBB2A	2.47	2	9
898	PRDX4	2.47	—	—
899	MSRB3	2.47	0	0
900	CD24	2.47	0	0
901	KRBOX1	2.47	0	0
902	COL4A1	2.47	38	107
903	BHMT2	2.47	37	104
904	SLC17A7	2.47	10	24
905	LINC01870	2.47	0	0
906	MAGEH1	2.46	—	—
907	BBOX1-AS1	2.45	0	0
908	RAB13	2.45	8	20
909	TMEM106C	2.45	3	4
910	APOE	2.45	351	1,543
911	CYTOR	2.45	2	2
912	GPR78	2.44	3	9
913	PAK3	2.44	—	—
914	MT1B	2.44	0	0
915	CTSH	2.44	26	31
916	PLXDC2	2.44	10	22
917	SLC2A10	2.44	0	0
918	GLT8D1	2.44	20	60
919	SCPEP1	2.43	1	1
920	KANK2	2.43	127	940
921	SGCB	2.43	—	—
922	TSPAN6	2.43	—	—
923	REM1	2.42	—	—
924	TCF7L2	2.42	24	62
925	FKBP14	2.42	2	5
926	SH3BP5	2.42	2	2
927	ZDHHC9	2.42	—	—
928	WASF1	2.42	0	8
929	MAFF	2.42	83	364
930	PDLIM2	2.42	29	58
931	DPCD	2.41	0	0
932	ASS1	2.41	1	2
933	HCFC1R1	2.40	0	0
934	FOXF2	2.40	7	21
935	ADAMTS12	2.40	1	1
936	LOXL4	2.39	17	36
937	NFIC	2.39	15	30
938	RTL8C	2.39	—	—
939	PAPSS2	2.39	1	2
940	BDKRB1	2.39	0	0
941	RBM46	2.38	16	38
942	CRISPLD2	2.37	18	52
943	CBY1	2.37	8	31
944	LINC00517	2.37	0	0
945	TP53TG3C	2.37	—	—
946	TMEM14A	2.36	22	63
947	CTSO	2.36	0	6
948	ITGB5-AS1	2.36	22	26
949	LINC02454	2.36	14	44
950	KREMEN1	2.36	6	23
951	CCDC74A	2.36	0	0
952	RBPMS	2.36	31	78
953	ID4	2.36	6	17
954	B4GALT1-AS1	2.36	82	99
955	KCNJ8	2.36	4	14
956	ASAP3	2.36	16	78
957	ARL2-SNX15	2.35	3	4
958	IFNGR2	2.35	7	12
959	RFTN2	2.35	4	34
960	SESTD1	2.35	2	58
961	SLC16A4	2.35	0	0
962	GXYLT2	2.35	3	6
963	APP	2.34	0	0
964	ABHD14A	2.34	0	0
965	MITF	2.34	3	5
966	TNFRSF11B	2.34	5	7
967	LINC02176	2.33	10	29
968	MEIS1-AS2	2.33	0	0
969	KCNE4	2.33	2	2
970	ABHD14A-ACY1	2.33	0	0
971	SRRM3	2.33	1	4
972	OSCP1	2.33	5	29
973	DSTN	2.32	21	55
974	SYDE1	2.32	1	1
975	PTGDS	2.32	3	2
976	MAFB	2.32	4	11
977	TGM5	2.31	0	0
978	SPACA9	2.31	1	0
979	ARL2	2.31	5	6
980	BDH2	2.31	5	16
981	PINLYP	2.30	30	52
982	TEAD2	2.30	1	2
983	PIGT	2.30	31	95
984	ROBO2	2.30	2	1
985	HOXC11	2.30	0	0
986	LINC01985	2.29	1	2
987	ORAI3	2.29	0	0
988	MASP1	2.29	12	17
989	LINC02518	2.29	1	2
990	CDC42EP4	2.29	2	4
991	LINC00484	2.29	13	14
992	MGST3	2.28	0	0
993	LTBP2	2.28	7	28
994	GSTA4	2.28	0	0
995	SLC35G2	2.28	46	105
996	B3GNT8	2.27	7	9
997	CRAT	2.27	6	15
998	LINC00607	2.27	20	62
999	EPB41L2	2.27	1	1
1000	RECK	2.27	2	2