DGRPool

GWAS results were computed on dm3 genome.

If you want to make an independent analysis with DGRP2 or PLINK2, you can find here prepared input files for this phenotype: DGRP2 results PLINK2 results

Full results

Phenotype distribution and association to known covariates

Shapiro-Wilk test of normality (p-value=3.414e^-7)
Null Hypothesis is rejected (p<=0.05).
Interpretation: NOT NORMAL distribution of this phenotype

We tested for association of this phenotype with 6 known covariates Huang et al., 2014 using both ANOVA and Kruskal-Wallis association tests.

ANOVA test

Covariate	p-value	Significance
In_2L_t	0.07730
In_2R_NS	0.01832
In_3R_P	0.00958

Kruskal-Wallis test

Covariate	χ²	p-value	Significance
In_2R_NS	4.7849	0.0914
In_3R_P	8.4231	0.0148

PNG PDF

QQplot

PNG PDF

Manhattan plot

GWAS results

2757 significant hits at p-value < 0.001. The 1000 top results are displayed in the table below.

We performed a gene enrichment calculation (Fisher's exact test) of all GWAS-associated genes at p < 0.001. Genesets were taken from two database: the Gene Ontology (GO) and the FlyBase phenotypes. GO enrichment FlyBase phenotype enrichment

Variant impact HIGH MODERATE LOW MODIFIER

Show entries

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Chromosome	Position	ID	Reference	Variant	p-value	FDR_BH	Transcript annotation	Binding site annotation
2R	10508071	2R_10508071_SNP [dm3] 2R_14620566_SNP [dm6]	G	T	7.203e^-7	0.454	DOWNSTREAM Sec61beta INTRON CG12863	TF binding site BDTNP1_TFBS_bcd BDTNP1_TFBS_dl BDTNP1_TFBS_gt BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_HSA mE1_TFBS_inv
2L	19313601	2L_19313601_SNP [dm3] 2L_19313601_SNP [dm6]	C	T	1.354e^-6	0.454	INTERGENIC	TF binding site mE1_TFBS_cad
2R	10368189	2R_10368189_SNP [dm3] 2R_14480684_SNP [dm6]	G	C	1.736e^-6	0.454	UPSTREAM L INTERGENIC	TF binding site BDTNP1_TFBS_dl BDTNP1_TFBS_Med mE1_TFBS_bab1
2R	15436212	2R_15436212_SNP [dm3] 2R_19548707_SNP [dm6]	C	T	2.021e^-6	0.454	INTRON sm
2R	8669121	2R_8669121_SNP [dm3] 2R_12781616_SNP [dm6]	A	C	2.055e^-6	0.454	INTRON sca	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_Med BDTNP1_TFBS_twi
2R	14712384	2R_14712384_SNP [dm3] 2R_18824879_SNP [dm6]	T	C	2.317e^-6	0.454	INTRON CG15097	TF binding site mE1_TFBS_chinmo
X	2484274	X_2484274_SNP [dm3] X_2590241_SNP [dm6]	C	T	2.509e^-6	0.454	INTRON egh	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_HSA
2L	19324776	2L_19324776_SNP [dm3] 2L_19324776_SNP [dm6]	G	T	2.528e^-6	0.454	EXON CR45700	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_hb BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_cad mE1_TFBS_HSA
2R	11704581	2R_11704581_SNP [dm3] 2R_15817076_SNP [dm6]	A	G	2.879e^-6	0.454	UPSTREAM Zasp52 INTRON tun	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_Med BDTNP1_TFBS_prd BDTNP1_TFBS_sna BDTNP1_TFBS_twi BDTNP1_TFBS_z mE1_TFBS_HSA mE1_TFBS_sens mE1_TFBS_Trl
3L	16347680	3L_16347680_SNP [dm3] 3L_16354580_SNP [dm6]	T	C	2.880e^-6	0.454	UPSTREAM Pdh DOWNSTREAM CG45057 INTERGENIC
2R	3836505	2R_3836505_SNP [dm3] 2R_7949000_SNP [dm6]	G	C	3.133e^-6	0.454	UPSTREAM CG11165 INTRON CG14764	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_twi
2L	20657493	2L_20657493_SNP [dm3] 2L_20657493_SNP [dm6]	C	G	3.194e^-6	0.454	INTRON CG2614	TF binding site mE1_TFBS_sens
2L	7091098	2L_7091098_SNP [dm3] 2L_7091098_SNP [dm6]	T	A	3.267e^-6	0.454	INTERGENIC
X	13416955	X_13416955_SNP [dm3] X_13522922_SNP [dm6]	G	A	3.444e^-6	0.454	SYNONYMOUS_CODING Neto	TF binding site BDTNP1_TFBS_twi mE1_TFBS_HSA
2R	10366370	2R_10366370_SNP [dm3] 2R_14478865_SNP [dm6]	T	C	4.284e^-6	0.454	DOWNSTREAM CR44462 INTERGENIC	TF binding site mE1_TFBS_cad
2L	9100819	2L_9100819_SNP [dm3] 2L_9100819_SNP [dm6]	A	G	4.344e^-6	0.454	INTERGENIC
2R	10521406	2R_10521406_SNP [dm3] 2R_14633901_SNP [dm6]	G	C	5.030e^-6	0.454	INTERGENIC
2R	2066038	2R_2066038_SNP [dm3] 2R_6178533_SNP [dm6]	T	A	5.053e^-6	0.454	DOWNSTREAM tRNA:R2:42Aa INTERGENIC	regulatory region REDfly_CRMs
2R	15203387	2R_15203387_SNP [dm3] 2R_19315882_SNP [dm6]	T	C	5.091e^-6	0.454	INTRON Rgk1
3R	13816724	3R_13816724_SNP [dm3] 3R_17991002_SNP [dm6]	C	A	6.426e^-6	0.454	INTRON cpo
2L	20642326	2L_20642326_SNP [dm3] 2L_20642326_SNP [dm6]	T	C	6.663e^-6	0.454	UTR_3_PRIME CG17470 DOWNSTREAM Sfp38D
2L	20642559	2L_20642559_SNP [dm3] 2L_20642559_SNP [dm6]	C	T	6.663e^-6	0.454	SYNONYMOUS_CODING CG17470 DOWNSTREAM Sfp38D & 1 other
2L	20647754	2L_20647754_SNP [dm3] 2L_20647754_SNP [dm6]	C	T	6.663e^-6	0.454	UPSTREAM snoRNA:Me28S-C2645a & 2 others DOWNSTREAM CG2608 EXON Uhg3	TF binding site BDTNP1_TFBS_dl BDTNP1_TFBS_twi mE1_TFBS_HSA mE1_TFBS_Kr mE1_TFBS_run
2R	10254286	2R_10254286_SNP [dm3] 2R_14366781_SNP [dm6]	T	A	6.685e^-6	0.454	UPSTREAM CG34442 DOWNSTREAM CG34184 INTERGENIC
X	10904056	X_10904056_SNP [dm3] X_11010023_SNP [dm6]	C	T	6.713e^-6	0.454	INTRON CG42339
2R	15060790	2R_15060790_DEL [dm3] 2R_19173285_DEL [dm6]	TCCT	T	6.791e^-6	0.454	INTRON CG10737
2R	10508075	2R_10508075_SNP [dm3] 2R_14620570_SNP [dm6]	A	T	7.016e^-6	0.454	DOWNSTREAM Sec61beta INTRON CG12863	TF binding site BDTNP1_TFBS_bcd BDTNP1_TFBS_dl BDTNP1_TFBS_gt BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_HSA mE1_TFBS_inv
2L	20658019	2L_20658019_SNP [dm3] 2L_20658019_SNP [dm6]	G	A	7.147e^-6	0.454	SYNONYMOUS_CODING CG2614
2R	17819140	2R_17819140_SNP [dm3] 2R_21931635_SNP [dm6]	T	C	7.152e^-6	0.454	INTRON Fili
2L	19324779	2L_19324779_SNP [dm3] 2L_19324779_SNP [dm6]	G	A	7.261e^-6	0.454	EXON CR45700	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_hb BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_cad mE1_TFBS_HSA
2L	20650009	2L_20650009_SNP [dm3] 2L_20650009_SNP [dm6]	T	C	7.671e^-6	0.458	UTR_3_PRIME CG18810 UPSTREAM CG2611 DOWNSTREAM bru	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_HSA
2R	10508081	2R_10508081_SNP [dm3] 2R_14620576_SNP [dm6]	C	T	7.819e^-6	0.458	DOWNSTREAM Sec61beta INTRON CG12863	TF binding site BDTNP1_TFBS_bcd BDTNP1_TFBS_dl BDTNP1_TFBS_gt BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_HSA mE1_TFBS_inv
2R	10254237	2R_10254237_SNP [dm3] 2R_14366732_SNP [dm6]	G	T	8.929e^-6	0.477	UPSTREAM CG34442 DOWNSTREAM CG34184 INTERGENIC
2L	15262327	2L_15262327_INS [dm3] 2L_15262327_INS [dm6]	T	TGGATGT	8.954e^-6	0.477	DOWNSTREAM yuri INTRON yuri
2R	10749489	2R_10749489_SNP [dm3] 2R_14861984_SNP [dm6]	C	T	9.233e^-6	0.477	NON_SYNONYMOUS_CODING Inr-a	TF binding site mE1_TFBS_cad mE1_TFBS_chinmo
3L	8503867	3L_8503867_SNP [dm3] 3L_8510767_SNP [dm6]	G	A	9.390e^-6	0.477	NON_SYNONYMOUS_CODING CG6745	TF binding site mE1_TFBS_sens
2R	15864853	2R_15864853_SNP [dm3] 2R_19977348_SNP [dm6]	G	C	9.412e^-6	0.477	INTERGENIC	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_Med BDTNP1_TFBS_twi mE1_TFBS_HSA
3R	4437738	3R_4437738_SNP [dm3] 3R_8612016_SNP [dm6]	C	A	1.042e^-5	0.478	INTRON 5-HT2B
2L	838169	2L_838169_SNP [dm3] 2L_838169_SNP [dm6]	G	A	1.070e^-5	0.478	INTRON drongo	TF binding site BDTNP1_TFBS_da mE1_TFBS_cad mE1_TFBS_HSA mE1_TFBS_sens
2L	19315233	2L_19315233_SNP [dm3] 2L_19315233_SNP [dm6]	C	T	1.113e^-5	0.478	INTERGENIC	TF binding site BDTNP1_TFBS_twi mE1_TFBS_cad mE1_TFBS_HSA
3L	3930568	3L_3930568_SNP [dm3] 3L_3930568_SNP [dm6]	G	T	1.140e^-5	0.478	INTRON Eip63F-1
2L	838191	2L_838191_SNP [dm3] 2L_838191_SNP [dm6]	C	T	1.148e^-5	0.478	INTRON drongo	TF binding site BDTNP1_TFBS_da mE1_TFBS_cad mE1_TFBS_HSA mE1_TFBS_sens
2R	14970076	2R_14970076_SNP [dm3] 2R_19082571_SNP [dm6]	A	G	1.153e^-5	0.478	INTRON 5-HT1A
2L	18628743	2L_18628743_SNP [dm3] 2L_18628743_SNP [dm6]	A	T	1.184e^-5	0.478	INTRON MESR3	TF binding site BDTNP1_TFBS_dl mE1_TFBS_HSA mE1_TFBS_Trl
2L	20637922	2L_20637922_DEL [dm3] 2L_20637922_DEL [dm6]	CCCCCGATATGCCTCATC...	C	1.204e^-5	0.478	INTERGENIC	TF binding site mE1_TFBS_HSA transposable element FlyBase
2L	20661940	2L_20661940_SNP [dm3] 2L_20661940_SNP [dm6]	C	T	1.234e^-5	0.478	INTRON CG31678	TF binding site mE1_TFBS_cad
2L	19995970	2L_19995970_SNP [dm3] 2L_19995970_SNP [dm6]	G	A	1.314e^-5	0.478	INTRON CG43861
2L	2277015	2L_2277015_SNP [dm3] 2L_2277015_SNP [dm6]	G	C	1.389e^-5	0.478	INTRON CR43753
2R	10252498	2R_10252498_SNP [dm3] 2R_14364993_SNP [dm6]	C	T	1.413e^-5	0.478	SPLICE_SITE_REGION Tfb1 UPSTREAM CG34184 INTRON Tfb1	TF binding site mE1_TFBS_sens
3R	25223305	3R_25223305_SNP [dm3] 3R_29397583_SNP [dm6]	G	A	1.416e^-5	0.478	INTRON Ptp99A
2L	19320516	2L_19320516_SNP [dm3] 2L_19320516_SNP [dm6]	T	C	1.420e^-5	0.478	INTERGENIC	TF binding site mE1_TFBS_cad mE1_TFBS_Kr
2L	19337989	2L_19337989_SNP [dm3] 2L_19337989_SNP [dm6]	C	G	1.424e^-5	0.478	DOWNSTREAM dnt INTERGENIC	TF binding site BDTNP1_TFBS_bcd BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_ftz BDTNP1_TFBS_gt BDTNP1_TFBS_hb BDTNP1_TFBS_kni BDTNP1_TFBS_Med BDTNP1_TFBS_prd BDTNP1_TFBS_shn BDTNP1_TFBS_slp1 BDTNP1_TFBS_sna BDTNP1_TFBS_tll BDTNP1_TFBS_twi mE1_TFBS_cad mE1_TFBS_HSA mE1_TFBS_sens
2R	8544831	2R_8544831_SNP [dm3] 2R_12657326_SNP [dm6]	G	A	1.426e^-5	0.478	NON_SYNONYMOUS_CODING CG8646
3L	12176486	3L_12176486_SNP [dm3] 3L_12183386_SNP [dm6]	T	G	1.435e^-5	0.478	DOWNSTREAM CAH2 INTERGENIC
2L	8363433	2L_8363433_DEL [dm3] 2L_8363433_DEL [dm6]	CC	C	1.545e^-5	0.478	UPSTREAM CG7627 DOWNSTREAM RpS13 INTERGENIC	TF binding site BDTNP1_TFBS_dl BDTNP1_TFBS_Med BDTNP1_TFBS_twi BDTNP1_TFBS_z
3L	11238302	3L_11238302_SNP [dm3] 3L_11245202_SNP [dm6]	A	T	1.552e^-5	0.478	INTERGENIC	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_twi mE1_TFBS_cad mE1_TFBS_HSA mE1_TFBS_inv mE1_TFBS_sens mE1_TFBS_Trl
X	19589535	X_19589535_SNP [dm3] X_19695502_SNP [dm6]	T	C	1.553e^-5	0.478	UPSTREAM CG14229 INTERGENIC	transposable element FlyBase
2R	10676596	2R_10676596_SNP [dm3] 2R_14789091_SNP [dm6]	G	T	1.591e^-5	0.478	INTRON kn	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_twi mE1_TFBS_HSA mE1_TFBS_sens
2R	10621372	2R_10621372_SNP [dm3] 2R_14733867_SNP [dm6]	C	A	1.605e^-5	0.478	INTERGENIC
2L	20642574	2L_20642574_SNP [dm3] 2L_20642574_SNP [dm6]	G	T	1.617e^-5	0.478	SYNONYMOUS_CODING CG17470 DOWNSTREAM Sfp38D & 1 other
2L	838163	2L_838163_SNP [dm3] 2L_838163_SNP [dm6]	G	A	1.634e^-5	0.478	INTRON drongo	TF binding site BDTNP1_TFBS_da mE1_TFBS_cad mE1_TFBS_HSA mE1_TFBS_sens
2R	13390597	2R_13390597_DEL [dm3] 2R_17503092_DEL [dm6]	AA	A	1.661e^-5	0.478	INTRON CG43164	TF binding site BDTNP1_TFBS_dl BDTNP1_TFBS_Med mE1_TFBS_HSA
2R	15861441	2R_15861441_SNP [dm3] 2R_19973936_SNP [dm6]	A	G	1.666e^-5	0.478	INTERGENIC	TF binding site mE1_TFBS_HSA mE1_TFBS_sbb
2R	10254289	2R_10254289_SNP [dm3] 2R_14366784_SNP [dm6]	C	T	1.668e^-5	0.478	UPSTREAM CG34442 DOWNSTREAM CG34184 INTERGENIC
2R	10254338	2R_10254338_SNP [dm3] 2R_14366833_SNP [dm6]	T	A	1.668e^-5	0.478	UTR_5_PRIME CG34442 DOWNSTREAM CG34184
2L	5017756	2L_5017756_SNP [dm3] 2L_5017756_SNP [dm6]	A	G	1.687e^-5	0.478	SYNONYMOUS_CODING vkg	TF binding site BDTNP1_TFBS_sna mE1_TFBS_cad mE1_TFBS_chinmo mE1_TFBS_HSA
2L	838148	2L_838148_SNP [dm3] 2L_838148_SNP [dm6]	A	G	1.707e^-5	0.478	INTRON drongo	TF binding site BDTNP1_TFBS_da mE1_TFBS_cad mE1_TFBS_HSA mE1_TFBS_sens
2R	10608747	2R_10608747_SNP [dm3] 2R_14721242_SNP [dm6]	C	T	1.843e^-5	0.495	INTERGENIC	TF binding site mE1_TFBS_inv
3R	3186884	3R_3186884_SNP [dm3] 3R_7361162_SNP [dm6]	T	A	1.905e^-5	0.495	DOWNSTREAM CG17944 INTERGENIC
2L	20667829	2L_20667829_INS [dm3] 2L_20667829_INS [dm6]	G	GAATGAAAAAACTTTATAAA...	1.929e^-5	0.495	INTRON CG31678 EXON CR45004
3R	20266106	3R_20266106_SNP [dm3] 3R_24440384_SNP [dm6]	T	C	1.942e^-5	0.495	INTRON nAChRalpha1 EXON CR43455
X	20573458	X_20573458_SNP [dm3] X_20702431_SNP [dm6]	A	C	1.956e^-5	0.495	INTERGENIC	regulatory region REDfly_CRMs TF binding site BDTNP1_TFBS_dl mE1_TFBS_cad
2R	10705677	2R_10705677_SNP [dm3] 2R_14818172_SNP [dm6]	G	T	1.976e^-5	0.495	NON_SYNONYMOUS_CODING CG10202	TF binding site BDTNP1_TFBS_twi mE1_TFBS_sens
2R	10719564	2R_10719564_SNP [dm3] 2R_14832059_SNP [dm6]	G	A	1.976e^-5	0.495	UPSTREAM CG10205 INTERGENIC
2R	10180722	2R_10180722_SNP [dm3] 2R_14293217_SNP [dm6]	G	A	1.987e^-5	0.495	UTR_3_PRIME Ih DOWNSTREAM Ih INTRON Ih
2R	10700525	2R_10700525_SNP [dm3] 2R_14813020_SNP [dm6]	G	A	2.005e^-5	0.495	INTERGENIC	regulatory region REDfly_CRMs
2R	10715639	2R_10715639_SNP [dm3] 2R_14828134_SNP [dm6]	A	T	2.070e^-5	0.5	INTERGENIC
2R	10713301	2R_10713301_SNP [dm3] 2R_14825796_SNP [dm6]	T	G	2.079e^-5	0.5	INTERGENIC
X	5447715	X_5447715_SNP [dm3] X_5553682_SNP [dm6]	T	C	2.116e^-5	0.502	INTRON Vsx2	TF binding site BDTNP1_TFBS_dl
X	20483478	X_20483478_SNP [dm3] X_20612451_SNP [dm6]	G	C	2.154e^-5	0.505	INTRON RunxA
2L	9468190	2L_9468190_SNP [dm3] 2L_9468190_SNP [dm6]	A	G	2.272e^-5	0.526	INTERGENIC
2L	19332081	2L_19332081_SNP [dm3] 2L_19332081_SNP [dm6]	C	A	2.346e^-5	0.53	INTERGENIC
2L	20629354	2L_20629354_SNP [dm3] 2L_20629354_SNP [dm6]	A	T	2.367e^-5	0.53	INTERGENIC
2R	10721948	2R_10721948_SNP [dm3] 2R_14834443_SNP [dm6]	C	A	2.375e^-5	0.53	DOWNSTREAM CG10205 INTERGENIC
X	3359608	X_3359608_SNP [dm3] X_3465575_SNP [dm6]	T	C	2.423e^-5	0.53	DOWNSTREAM CG12206 INTRON CR44999	transposable element FlyBase
2L	20642553	2L_20642553_SNP [dm3] 2L_20642553_SNP [dm6]	C	T	2.451e^-5	0.53	SYNONYMOUS_CODING CG17470 DOWNSTREAM Sfp38D & 1 other
2R	15060862	2R_15060862_SNP [dm3] 2R_19173357_SNP [dm6]	T	C	2.469e^-5	0.53	INTRON CG10737
2L	19328395	2L_19328395_SNP [dm3] 2L_19328395_SNP [dm6]	A	G	2.515e^-5	0.53	DOWNSTREAM CR45258 INTERGENIC	TF binding site BDTNP1_TFBS_da BDTNP1_TFBS_dl BDTNP1_TFBS_prd BDTNP1_TFBS_slp1 mE1_TFBS_cad mE1_TFBS_sens
2L	1968637	2L_1968637_SNP [dm3] 2L_1968637_SNP [dm6]	G	A	2.525e^-5	0.53	INTRON erm
3L	18579014	3L_18579014_SNP [dm3] 3L_18585914_SNP [dm6]	T	A	2.541e^-5	0.53	INTERGENIC
2L	5711478	2L_5711478_SNP [dm3] 2L_5711478_SNP [dm6]	C	T	2.616e^-5	0.532	UPSTREAM CG7236 INTRON CG7236
3L	11787676	3L_11787676_SNP [dm3] 3L_11794576_SNP [dm6]	C	A	2.675e^-5	0.532	SYNONYMOUS_CODING CG10907
2R	4107003	2R_4107003_SNP [dm3] 2R_8219498_SNP [dm6]	A	G	2.678e^-5	0.532	INTRON LRP1
2L	9468250	2L_9468250_SNP [dm3] 2L_9468250_SNP [dm6]	C	G	2.697e^-5	0.532	INTERGENIC
2L	1611238	2L_1611238_SNP [dm3] 2L_1611238_SNP [dm6]	C	A	2.740e^-5	0.532	UPSTREAM CG14352 & 1 other INTERGENIC	TF binding site BDTNP1_TFBS_dl BDTNP1_TFBS_Med mE1_TFBS_HSA mE1_TFBS_sens mE1_TFBS_Ubx
2L	7091108	2L_7091108_SNP [dm3] 2L_7091108_SNP [dm6]	T	G	2.748e^-5	0.532	INTERGENIC
2L	7877791	2L_7877791_DEL [dm3] 2L_7877791_DEL [dm6]	ACTGGAATGTACTCA...	A	2.826e^-5	0.532	INTRON spz3
3L	5844652	3L_5844652_SNP [dm3] 3L_5851552_SNP [dm6]	G	A	2.843e^-5	0.532	INTERGENIC
3R	20266108	3R_20266108_SNP [dm3] 3R_24440386_SNP [dm6]	C	A	2.868e^-5	0.532	INTRON nAChRalpha1 EXON CR43455
2L	16387235	2L_16387235_DEL [dm3] 2L_16387235_DEL [dm6]	CT	C	2.880e^-5	0.532	INTERGENIC

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By genomic position
Variant impact
Gene name

Delta_Death.at.48h Experience 3 phenotype

Phenotype distribution and association to known covariates

QQplot

Manhattan plot

GWAS results