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	cg03309232	chr16:216626	16	216626	HBM	Island	0.00085	0.000092	0	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg05057452	chr16:214970	16	214970	HBM	Island	-0.00056	0.000063	0	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg09523819	chr16:216757	16	216757	HBM	South shore	0.0011	0.00013	0	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg09812623	chr16:215781	16	215781	HBM	Island	0.00058	0.000069	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	cg01744019	chr16:215593	16	215593	HBM	Island	0.04913	0.00179	1.3e-68	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
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	cg03309232	chr16:216626	16	216626	HBM	Island	0.04291	0.00175	3.1e-61	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
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	cg06319822	chr16:215960	16	215960	HBM	Island	0.03457	0.00144	8.6e-60	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
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg04141813	chr16:216450	16	216450	HBM	Island	0.001	None	1.7e-54	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_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	cg07466193	chr16:215410	16	215410	HBM	Island	0.04126	0.00192	3.1999999999999996e-53	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
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg03309232	chr16:216626	16	216626	HBM	Island	0.0011	None	1e-51	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_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	cg12251336	chr16:216719	16	216719	HBM	Island	0.04461	0.00237	1.5e-45	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
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	cg26540367	chr16:215864	16	215864	HBM	Island	0.01884	0.00107	7.2e-42	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
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg08393070	chr16:215791	16	215791	HBM	Island	0.00028	None	2.3e-41	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_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	cg09523819	chr16:216757	16	216757	HBM	South shore	0.04624	0.00284	5.2e-38	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
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	cg21664030	chr16:216244	16	216244	HBM	Island	0.05019	0.00357	2e-31	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
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	cg09812623	chr16:215781	16	215781	HBM	Island	0.02886	0.00216	3.6e-29	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
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	cg08393070	chr16:215791	16	215791	HBM	Island	0.01563	0.00131	5.5e-25	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
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	cg04141813	chr16:216450	16	216450	HBM	Island	0.02912	0.00248	2.2999999999999997e-24	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
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	cg25322095	chr16:215002	16	215002	HBM	Island	0.01744	0.00165	6.4e-21	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	cg04141813	chr16:216450	16	216450	HBM	Island	-	-	6.420000000000001e-21	-	23526956_clear_cell_renal_carcinoma
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	cg26976732	chr16:216100	16	216100	HBM	Island	0.01568	0.00156	2.1e-19	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
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg01744019	chr16:215593	16	215593	HBM	Island	0.00077	None	1.2e-18	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg09812623	chr16:215781	16	215781	HBM	Island	0.00061	None	8e-18	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
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	cg06319822	chr16:215960	16	215960	HBM	Island	-	-	2.15e-16	-	23526956_clear_cell_renal_carcinoma
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg26976732	chr16:216100	16	216100	HBM	Island	0.0003	None	4.6e-16	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
Yao C	FHS, KORA F4, BLSA, InCHIANTI	33752734	2021-03-22	Gene expression of Affymetrix ID: 3674886 (gene symbol: NPRL3)	None	Meta-analysis	Table S6	DNA methylation	Gene expression of Affymetrix ID: 3674886 (gene symbol: NPRL3)	Age, sex, cell composition (reference based), batch effects	Beta Values	None	Illumina HumanMethylation450	Whole blood	None	4170	1	Adults	Both	Unclear	cg05057452	chr16:214970	16	214970	HBM	Island	None	None	5.1e-16	None	33752734_Yao-C_gene_expression_of_affymetrix_id__3674886__gene_symbol__nprl3__meta-analysis
Nones K	-	24500968	2014-05-09	Pancreatic ductal adenocarcinoma	EFO_0002517	-	Table S4	DNA methylation	Pancreatic ductal adenocarcinoma	-	Beta values	-	Illumina HumanMethylation450	Pancreatic ductal adenocarcinoma and adjacent nontransformed pancreata	-	196	1	-	Missing	None	cg04141813	chr16:216450	16	216450	HBM	Island	-	-	0.00000000000000149	-	24500968_pancreatic_ductal_adenocarcinoma
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	cg08393070	chr16:215791	16	215791	HBM	Island	-	-	0.0000000000000109	-	23526956_clear_cell_renal_carcinoma
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	cg12251336	chr16:216719	16	216719	HBM	Island	0.00084	0.00011	0.00000000000013	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg07893512	chr16:214776	16	214776	HBM	Island	-0.00049	0.000068	0.00000000000035	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg09812623	chr16:215781	16	215781	HBM	Island	-1.36885	0.17291	0.0000000000073	-	25282492_fetal_vs_adult_liver
Nones K	-	24500968	2014-05-09	Pancreatic ductal adenocarcinoma	EFO_0002517	-	Table S4	DNA methylation	Pancreatic ductal adenocarcinoma	-	Beta values	-	Illumina HumanMethylation450	Pancreatic ductal adenocarcinoma and adjacent nontransformed pancreata	-	196	1	-	Missing	None	cg26976732	chr16:216100	16	216100	HBM	Island	-	-	0.0000000000477	-	24500968_pancreatic_ductal_adenocarcinoma
Nones K	-	24500968	2014-05-09	Pancreatic ductal adenocarcinoma	EFO_0002517	-	Table S4	DNA methylation	Pancreatic ductal adenocarcinoma	-	Beta values	-	Illumina HumanMethylation450	Pancreatic ductal adenocarcinoma and adjacent nontransformed pancreata	-	196	1	-	Missing	None	cg06319822	chr16:215960	16	215960	HBM	Island	-	-	0.0000000000495	-	24500968_pancreatic_ductal_adenocarcinoma
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y with age as a random 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	cg08393070	chr16:215791	16	215791	HBM	Island	0.00075	None	0.000000000066	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_random_effect
Nones K	-	24500968	2014-05-09	Pancreatic ductal adenocarcinoma	EFO_0002517	-	Table S4	DNA methylation	Pancreatic ductal adenocarcinoma	-	Beta values	-	Illumina HumanMethylation450	Pancreatic ductal adenocarcinoma and adjacent nontransformed pancreata	-	196	1	-	Missing	None	cg09812623	chr16:215781	16	215781	HBM	Island	-	-	0.000000000115	-	24500968_pancreatic_ductal_adenocarcinoma
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P78563	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P78563	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	0.0529819	0.00824497	0.0000000001350776	P78563	41361833_Josephine_Robertson_P78563_OSCA_model_1
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	cg25322095	chr16:215002	16	215002	HBM	Island	0.00033	0.000053	0.0000000003	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
Robert F Hillary	Generation Scotland	10.1101/2023.01.10.23284387	9/6/2023	Incident COPD	None	Basic model	https://doi.org/10.5281/zenodo.8021411	DNA methylation	Incident COPD	Age, Sex, Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	Whole blood	None	17902	1	Adults (18-65y)	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	0.02	0.00348	0.0000000052	None	Robert-F-Hillary_Incident_COPD_Basic_model
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P78563	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P78563	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	cg04141813	chr16:216450	16	216450	HBM	Island	0.0500012	0.00876142	0.00000001172255	P78563	41361833_Josephine_Robertson_P78563_OSCA_model_3
Liu Y	-	23334450	2013-01-20	Rheumatoid arthritis	EFO_0000685	-	Table S3	DNA methylation	Rheumatoid arthritis	Age, sex, smoking and cell counts	Beta values	-	Illumina HumanMethylation450	Whole blood	-	691	1	51.9	Both	European	cg05057452	chr16:214970	16	214970	HBM	Island	0.01987	0.0035	0.0000000149	-	23334450_rheumatoid_arthritis
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	cg01558909	chr16:215845	16	215845	HBM	Island	0.05737	0.00994	0.000000031	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
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg09523819	chr16:216757	16	216757	HBM	South shore	0.00096	None	0.000000051	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
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	cg07466193	chr16:215410	16	215410	HBM	Island	0.00057	0.00011	0.000000061	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 1 with age as a random 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	cg07466193	chr16:215410	16	215410	HBM	Island	0.00071	None	0.00000048	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	A0A0G2JMB2	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	A0A0G2JMB2	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	0.0434152	0.00879655	0.0000008083261	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P78563	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P78563	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	0.043108	0.0087804	0.000000922557	P78563	41361833_Josephine_Robertson_P78563_OSCA_model_2
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y with age as a random 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	cg03309232	chr16:216626	16	216626	HBM	Island	0.0025	None	0.00000095	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_random_effect
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y with age as a random 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	cg26976732	chr16:216100	16	216100	HBM	Island	0.00081	None	0.00000098	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_random_effect
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y with age as a random 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	cg04141813	chr16:216450	16	216450	HBM	Island	0.0024	None	0.0000018	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_random_effect
Battram T	GEO	27886173	2020-09-15	Inflammatory bowel disease	EFO_0003767	EWAS Catalog re-analysis of GEO data. GEO accession ID is GSE87640	None	DNA methylation	Inflammatory bowel disease	Batch effects, cell composition (reference free)	Beta Values	None	Illumina HumanMethylation450	Whole blood	None	240	1	Adults	Both	European	cg09523819	chr16:216757	16	216757	HBM	South shore	0.0202	0.00419	0.0000026	None	27886173_Battram-T_inflammatory_bowel_disease_ewas_catalog_re-analysis_of_geo_data__geo_accession_id_is_gse87640
Battram T	GEO	27886173	2020-09-15	Crohn's disease	EFO_0000384	EWAS Catalog re-analysis of GEO data. GEO accession ID is GSE87640	None	DNA methylation	Crohn's disease	Batch effects, cell composition (reference free)	Beta Values	None	Illumina HumanMethylation450	Whole blood	None	161	1	Adults	Both	European	cg09523819	chr16:216757	16	216757	HBM	South shore	-0.0173	0.00362	0.0000046	None	27886173_Battram-T_crohn_s_disease_ewas_catalog_re-analysis_of_geo_data__geo_accession_id_is_gse87640
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P18428	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P18428	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg12251336	chr16:216719	16	216719	HBM	Island	-0.0373903	0.0082508	0.00000589661	P18428	41361833_Josephine_Robertson_P18428_OSCA_model_1
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	cg07893512	chr16:214776	16	214776	HBM	Island	0.03153	0.00678	0.0000061	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
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	cg21664030	chr16:216244	16	216244	HBM	Island	0.00061	0.00014	0.0000084	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg12251336	chr16:216719	16	216719	HBM	Island	-0.0363637	0.00825111	0.00001054923	P02748	41361833_Josephine_Robertson_P02748_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	A0A0G2JMB2	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	A0A0G2JMB2	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	0.0360426	0.00825121	0.00001261564	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_1
Singmann P	-	26500701	2015-10-19	Sex	EFO_0001271	KORA F4	Additional file 2	DNA methylation	Sex	Age, smoking, alcohol consumption, body mass index, triglycerides, total leucocytes, high-density lipoprotein, low-density lipoprotein, physical activity, diabetes, myocardial infarction, cell counts and technical covariates	Beta values	-	Illumina HumanMethylation450	Whole blood	-	1799	1	60	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	-	-	0.0000225	-	26500701_sex_kora_f4
Carmona JJ	Normative Aging Study	30343628	2018-10-21	Lung function decline	EFO_0004312, EFO_0003892	Discovery. FVC. Lung function decline in this paper is defined as a decrease in FVC between visits.	Table S1	Lung function decline	DNA methylation	Season, follow up time, batch effects, weight, weight squared, log(height), age, vitamin C intake, years of education, taking corticosteroids or beta-2-adrenergic agonists or AHFS or LAMA, smoking	L	Beta Values	Illumina HumanMethylation450	Whole blood	None	633	1	Adults	Males	European	cg25322095	chr16:215002	16	215002	HBM	Island	0.414	0.0977	0.000023	None	30343628_Carmona-JJ_lung_function_decline_discovery__fvc__lung_function_decline_in_this_paper_is_defined_as_a_decrease_in_fvc_between_visits_
Gadd DA	Generation Scotland	35945220	31/07/2022	LAG3 protein levels (SeqId = 9950-229)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	LAG3 protein levels (SeqId = 9950-229)	DNA methylation	Age, sex, pQTLs, batch effects, ancestry (genomic PCs), depression, cell composition (reference based), body mass index, smoking	None	M values	Illumina HumanMethylationEPIC	Whole blood	Full UniProt name: Lymphocyte activation gene 3 protein	774	1	Adults (18-65 years)	Both	European	cg26540367	chr16:215864	16	215864	HBM	Island	-0.65	0.154	0.000029	None	Gadd-DA_lag3_protein_levels__seqid___9950-229__somascan_protein_measurement
Gadd DA	Generation Scotland	35945220	31/07/2022	RELL1 protein levels (SeqId = 13399-33)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	RELL1 protein levels (SeqId = 13399-33)	DNA methylation	Age, sex, pQTLs, batch effects, ancestry (genomic PCs), depression, cell composition (reference based), body mass index, smoking	None	M values	Illumina HumanMethylationEPIC	Whole blood	Full UniProt name: RELT-like protein 1	774	1	Adults (18-65 years)	Both	European	cg26976732	chr16:216100	16	216100	HBM	Island	0.41	0.098	0.000035	None	Gadd-DA_rell1_protein_levels__seqid___13399-33__somascan_protein_measurement
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02790	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02790	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg26976732	chr16:216100	16	216100	HBM	Island	-0.033978	0.0082518	0.00003848522	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_1
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y 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	cg09523819	chr16:216757	16	216757	HBM	South shore	0.0035	0.00085	0.000039	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_fixed_effect
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	A0A0G2JMB2	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	A0A0G2JMB2	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	cg04141813	chr16:216450	16	216450	HBM	Island	0.0359169	0.00877558	0.00004284268	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_3
Nicolas Fragoso-Bargas	EPIPREG	36534481	Dec 19, 2022	HOMA-IR	EFO:0000001	discovery (european)	Supplementary Table 3	DNA methylation	HOMA-IR	Age,Smoking,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	Whole blood	analysis in pregnancy (europeans)	294	1	Adults (18-65 years)	Females	European	cg01558909	chr16:215845	16	215845	HBM	Island	0.058250476	0.013991858	0.0000492	None	36534481_Nicolas-Fragoso-Bargas_homa-ir_discovery_(european)
Sammallahti S	PACE	None	None	Maternal anxiety during pregnancy	EFO_0005230, EFO_0002950	Meta-analysis, using 450K-only sites	None	DNA methylation	Maternal anxiety during pregnancy	Sex, Cell composition (reference based), Batch effects, Ancestry (other), Socio-economic position, maternal age	Beta Values	None	Illumina HumanMethylation450	Cord blood	Some cohorts used 450k, others EPIC; only sites available on 450k were included in this meta-analysis	6686	15	Infants	Both	European, African, Admixed	cg09812623	chr16:215781	16	215781	HBM	Island	None	None	0.0000509	None	Sammallahti-S_maternal_anxiety_during_pregnancy_meta-analysis,_using_450k-only_sites
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y 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	cg12251336	chr16:216719	16	216719	HBM	Island	0.003	0.00075	0.000067	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_fixed_effect
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02790	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02790	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg04141813	chr16:216450	16	216450	HBM	Island	-0.0328623	0.00825211	0.00006858255	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_1
Battram T	ARIES	None	2020-08-20	Phenylalanine	EFO_0005001	None	None	DNA methylation	Phenylalanine	Batch effects, cell composition (reference free), ancestry (genomic PCs)	Beta Values	mmol/l	Illumina HumanMethylation450	Whole blood	None	683	1	Adults	Females	European	cg12251336	chr16:216719	16	216719	HBM	Island	18	4.4	0.00007	None	Battram-T_phenylalanine
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02775	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02775	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg12251336	chr16:216719	16	216719	HBM	Island	-0.0328073	0.00825213	0.00007053307	P02775	41361833_Josephine_Robertson_P02775_OSCA_model_1
Mulder RH	ALSPAC,Generation R	33450751	25/01/2021	age	EFO_0000246	Model 2 at 9y with age as a random 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	cg01744019	chr16:215593	16	215593	HBM	Island	0.002	None	0.000072	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_random_effect
Robert F. Hillary	Generation Scotland	doi.org/10.1101/2023.11.02.23298000	Nov 3, 2023	C-reactive protein (CRP) levels	None	Basic model	None	C-reactive protein (CRP) levels	DNA methylation	Age, Sex, Cell composition (reference based), Batch effects	mg/L	Beta values	Illumina HumanMethylationEPIC	Whole blood	None	17936	1	Adults	Both	European	cg09812623	chr16:215781	16	215781	HBM	Island	2	0.498	0.000078	Basic_Model	Robert-F.-Hillary_c-reactive_protein__crp__levels_basic_model
Gadd DA	Generation Scotland	35945220	31/07/2022	RBM17 protein levels (SeqId = 17391-10)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	RBM17 protein levels (SeqId = 17391-10)	DNA methylation	Age, sex, pQTLs, batch effects, ancestry (genomic PCs), depression, cell composition (reference based), body mass index, smoking	None	M values	Illumina HumanMethylationEPIC	Whole blood	Full UniProt name: Splicing factor 45	774	1	Adults (18-65 years)	Both	European	cg26976732	chr16:216100	16	216100	HBM	Island	0.39	0.099	0.000088	None	Gadd-DA_rbm17_protein_levels__seqid___17391-10__somascan_protein_measurement
Gadd DA	Generation Scotland	35945220	31/07/2022	ATP5O protein levels (SeqId = 9202-309)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	ATP5O protein levels (SeqId = 9202-309)	DNA methylation	Age, sex, pQTLs, batch effects, ancestry (genomic PCs), depression, cell composition (reference based), body mass index, smoking	None	M values	Illumina HumanMethylationEPIC	Whole blood	Full UniProt name: ATP synthase subunit O, mitochondrial	774	1	Adults (18-65 years)	Both	European	cg26976732	chr16:216100	16	216100	HBM	Island	0.39	0.099	0.000093	None	Gadd-DA_atp5o_protein_levels__seqid___9202-309__somascan_protein_measurement
Gadd DA	Generation Scotland	35945220	31/07/2022	SF3B4 protein levels (SeqId = 13449-25)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	SF3B4 protein levels (SeqId = 13449-25)	DNA methylation	Age, sex, pQTLs, batch effects, ancestry (genomic PCs), depression, cell composition (reference based), body mass index, smoking	None	M values	Illumina HumanMethylationEPIC	Whole blood	Full UniProt name: Splicing factor 3B subunit 4	774	1	Adults (18-65 years)	Both	European	cg26976732	chr16:216100	16	216100	HBM	Island	0.38	0.099	0.000096	None	Gadd-DA_sf3b4_protein_levels__seqid___13449-25__somascan_protein_measurement