author	consortium	pmid	date	trait	efo	analysis	source	outcome	exposure	covariates	outcome_units	exposure_units	methylation_array	tissue	further_details	n	n_cohorts	age	sex	ethnicity	cpg	chrpos	chr	pos	gene	type	beta	se	p	details	study_id
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a fixed effect	http://epidelta.mrcieu.ac.uk/	DNA methylation	age	sex,gestational age,cohort,cell composition (reference based),batch effects	Beta Values	years	Illumina HumanMethylation450	Whole blood	None	2338	2	Children	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.0017	0.00016	0	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
Battram T	GEO	30602389	2020-09-15	Tissue	None	EWAS Catalog re-analysis of GEO data. GEO accession ID is GSE124366. Tissue types are buccal epithelial cells and peripheral blood mononuclear cells	None	DNA methylation	Tissue	Batch effects, cell composition (reference free)	Beta Values	None	Illumina HumanMethylation450	Buccal cells and peripheral blood mononuclear cells	None	215	1	Children	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.13013	0.00518	9.3e-63	None	30602389_Battram-T_tissue_ewas_catalog_re-analysis_of_geo_data__geo_accession_id_is_gse124366__tissue_types_are_buccal_epithelial_cells_and_peripheral_blood_mononuclear_cells
Wozniak MB	-	23526956	2013-03-05	Clear cell renal carcinoma	EFO_0000349, EFO_0000681	-	Table S6	DNA methylation	Clear cell renal carcinoma	-	M values	-	Illumina HumanMethylation450	Clear cell renal carcinoma tumour cells and adjacent healthy cells	-	129	1	63	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-	-	3.6100000000000003e-56	-	23526956_clear_cell_renal_carcinoma
Bonder MJ	-	25282492	2014-10-04	Fetal vs adult liver	UBERON_0002107, GO_0048513	-	Additional file 2	DNA methylation	Fetal vs adult liver	Sex and technical covariates	M values	-	Illumina HumanMethylation450	Liver	-	195	2	-	Missing	None	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-2.05945	0.1046	8.36e-34	-	25282492_fetal_vs_adult_liver
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	HDL cholesterol	EFO_0004612	discovery	None	DNA methylation	HDL cholesterol	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	mmol/L	Illumina HumanMethylationEPIC	Whole blood	None	18225	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.275545	0.0302238	8.523256e-20	None	39706196_Hannah-M.-Smith_hdl_cholesterol_discovery
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	HDL cholesterol	EFO_0004612	sensitivity	None	DNA methylation	HDL cholesterol	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	mmol/L	Illumina HumanMethylationEPIC	Whole blood	None	18225	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.309914	0.0366768	3.1333310000000004e-17	None	39706196_Hannah-M.-Smith_hdl_cholesterol_sensitivity
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 6y with age as a fixed effect	http://epidelta.mrcieu.ac.uk/	DNA methylation	age	sex,gestational age,cohort,cell composition (reference based),batch effects	Beta Values	years	Illumina HumanMethylation450	Whole blood	None	2338	2	Children	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0073	0.0011	0.0000000001	None	33450751_Mulder-RH_age_model_2_at_6y_with_age_as_a_fixed_effect
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	BMI	EFO_0004340	discovery	None	DNA methylation	BMI	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	kg/m2	Illumina HumanMethylationEPIC	Whole blood	None	17304	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.196811	0.0311971	0.0000000002883604	None	39706196_Hannah-M.-Smith_bmi_discovery
Sikdar S	CHARGE	31536415	2019-09-19	Smoking	EFO_0009115, EFO_0006527, EFO_0004318	random effects meta-analysis	Table S2	DNA methylation	Smoking	Age, sex, cell composition (reference based), batch effects	Beta Values	None	Illumina HumanMethylation450	Whole blood, CD4+ T cells, CD14+ monocytes	None	15907	16	Adults	Both	European, African, Other	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.00448	0.00074	0.0000000012	None	31536415_Sikdar-S_smoking_random_effects_meta-analysis
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	Body fat	EFO_0007800	discovery	None	DNA methylation	Body fat	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	%	Illumina HumanMethylationEPIC	Whole blood	None	17304	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.179015	0.0312749	0.0000000105817	None	39706196_Hannah-M.-Smith_body_fat_discovery
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	Body fat	EFO_0007800	sensitivity	None	DNA methylation	Body fat	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	%	Illumina HumanMethylationEPIC	Whole blood	None	17304	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.199281	0.0380081	0.0000001597453	None	39706196_Hannah-M.-Smith_body_fat_sensitivity
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P14151	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P14151	Age,Sex,Cell composition (reference based),Body mass index, Smoking	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.0415776	0.00846057	0.000000900707	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_3
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	BMI	EFO_0004340	sensitivity	None	DNA methylation	BMI	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	kg/m2	Illumina HumanMethylationEPIC	Whole blood	None	17304	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.184469	0.0377673	0.000001046934	None	39706196_Hannah-M.-Smith_bmi_sensitivity
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02787	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P02787	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0391772	0.00851272	0.000004215762	P02787	41361833_Josephine_Robertson_P02787_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02750	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02750	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0371932	0.00825086	0.000006601036	P02750	41361833_Josephine_Robertson_P02750_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02647	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P02647	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0371613	0.00847951	0.00001181492	P02647	41361833_Josephine_Robertson_P02647_OSCA_model_2
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	Waist-hip ratio	EFO_0004343	discovery	None	DNA methylation	Waist-hip ratio	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	None	Illumina HumanMethylationEPIC	Whole blood	None	17304	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.136208	0.0311915	0.00001267977	None	39706196_Hannah-M.-Smith_waist-hip_ratio_discovery
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02748	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02748	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0353849	0.0082514	0.00001811599	P02748	41361833_Josephine_Robertson_P02748_OSCA_model_1
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	Waist-hip ratio	EFO_0004343	sensitivity	None	DNA methylation	Waist-hip ratio	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	None	Illumina HumanMethylationEPIC	Whole blood	None	17304	1	Adults	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.152387	0.0378824	0.0000577992	None	39706196_Hannah-M.-Smith_waist-hip_ratio_sensitivity
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P14151	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P14151	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	-0.0341534	0.00850363	0.00005940538	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P08185	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P08185	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0340862	0.00849099	0.00005989515	P08185	41361833_Josephine_Robertson_P08185_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02787	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02787	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg01986630	chr16:53946263	16	53946263	FTO	Open sea	0.0326421	0.00825217	0.00007671073	P02787	41361833_Josephine_Robertson_P02787_OSCA_model_1