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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0012	0.000099	0	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0971985	0.00821748	3.902744e-32	P02748	41361833_Josephine_Robertson_P02748_OSCA_model_1
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-1.33628	0.09573	6.35e-24	-	25282492_fetal_vs_adult_liver
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0780552	0.00823138	2.852912e-21	P02750	41361833_Josephine_Robertson_P02750_OSCA_model_1
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	cg06972153	chr6:21596573	6	21596573	SOX4	North shore	0.01506	0.0018	4.83e-17	-	23334450_rheumatoid_arthritis
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04114	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P04114	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0672025	0.00823791	3.68942e-16	P04114	41361833_Josephine_Robertson_P04114_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	cg24249751	chr6:21593719	6	21593719	SOX4	North shore	-0.00078	0.000097	8.9e-16	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	cg03203320	chr6:21594320	6	21594320	SOX4	North shore	0.01412	0.00166	0.0000000000000042	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	cg08625851	chr6:21593968	6	21593968	SOX4	North shore	0.00037	0.000051	0.00000000000017	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg03203320	chr6:21594320	6	21594320	SOX4	North shore	0.0156	0.0021	0.000000000000236	-	23334450_rheumatoid_arthritis
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	cg23780597	chr6:21593907	6	21593907	SOX4	North shore	0.00832	0.0012	0.00000000000047	-	23334450_rheumatoid_arthritis
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0596462	0.00824187	0.0000000000004815806	P18428	41361833_Josephine_Robertson_P18428_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	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.00024	0.000034	0.0000000000006	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg22274825	chr6:21593881	6	21593881	SOX4	North shore	0.02056	0.0029	0.0000000000018	-	23334450_rheumatoid_arthritis
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	cg02301209	chr6:21593717	6	21593717	SOX4	North shore	-0.00053	0.000076	0.0000000000036	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg02301209	chr6:21593717	6	21593717	SOX4	North shore	0.01369	0.002	0.00000000000491	-	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	cg08625851	chr6:21593968	6	21593968	SOX4	North shore	0.0106	0.00145	0.0000000000079	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	cg06512858	chr6:21596796	6	21596796	SOX4	Island	0.00577	0.00082	0.000000000027	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
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	cg23148651	chr6:21593857	6	21593857	SOX4	North shore	0.02171	0.0033	0.0000000000591	-	23334450_rheumatoid_arthritis
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	cg08625851	chr6:21593968	6	21593968	SOX4	North shore	0.00038	None	0.000000000073	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	cg27300238	chr6:21595173	6	21595173	SOX4	Island	-0.000067	0.00001	0.0000000001	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
Imgenberg-Kreuz J	-	26857698	2016-11-01	Primary Sjogrens syndrome	EFO_0000699	Whole blood	Table S1	DNA methylation	Primary Sjogrens syndrome	Age, sex and cell counts	Beta values	-	Illumina HumanMethylation450	Whole blood	-	500	1	-	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-	-	0.000000000138	-	26857698_primary_sjogrens_syndrome_whole_blood
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	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.00758	0.00113	0.00000000018	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.00075	None	0.00000000022	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
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	cg27300238	chr6:21595173	6	21595173	SOX4	Island	0.00483	8e-04	0.000000000281	-	23334450_rheumatoid_arthritis
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01023	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P01023	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0533127	0.00857917	0.0000000005298269	P01023	41361833_Josephine_Robertson_P01023_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04217	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P04217	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.051127	0.00824577	0.0000000005783113	P04217	41361833_Josephine_Robertson_P04217_OSCA_model_1
Tajuddin SM	HANDLS	31426852	2019-08-19	Age	EFO_0001799	In African American individuals	Table 2, Table S1	DNA methylation	Age	Sex, ancestry (other), socioeconomic position, cell composition (reference based)	Beta Values	years	Illumina HumanMethylationEPIC	Whole Blood	Not all sites reported	237	1	Adults	Both	African	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.017	0.0027	0.00000000069	None	31426852_Tajuddin-SM_age_in_african_american_individuals
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0530629	0.00860502	0.0000000007164539	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_2
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	cg08625851	chr6:21593968	6	21593968	SOX4	North shore	0.00866	0.0014	0.00000000113	-	23334450_rheumatoid_arthritis
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.049796	0.00824633	0.000000001592406	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02671	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02671	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0495972	0.00824641	0.000000001848434	P02671	41361833_Josephine_Robertson_P02671_OSCA_model_1
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	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.00025	None	0.0000000037	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
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	cg06170053	chr6:21596959	6	21596959	SOX4	Island	0.00543	9e-04	0.00000000391	-	23334450_rheumatoid_arthritis
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P14151	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P14151	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0484253	0.00824688	0.000000004400204	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_1
Marttila S	-	25888029	2015-03-14	Ageing	GO_0007568	-	Additional file 1	DNA methylation	Age group	Sex and cell counts	Beta values	-	Illumina HumanMethylation450	Peripheral blood mononuclear cells	Variable dispersion beta regression model	143	1	58.5	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.65874633	0.1126	0.00000000495	-	25888029_ageing
Reynolds LM	-	25404168	2014-11-18	Age	EFO_0000246	T cells	Additional file 1	DNA methylation	Age	Sex, ethnicity and technical covariates	M values	Years	Illumina HumanMethylation450	T cells	-	227	1	-	Missing	None	cg00792966	chr6:21595983	6	21595983	SOX4	Island	-	-	0.00000000516	-	25404168_age_t_cells
Imgenberg-Kreuz J	-	26857698	2016-11-01	Primary Sjogrens syndrome	EFO_0000699	Whole blood	Table S1	DNA methylation	Primary Sjogrens syndrome	Age, sex and cell counts	Beta values	-	Illumina HumanMethylation450	Whole blood	-	500	1	-	Both	European	cg22274825	chr6:21593881	6	21593881	SOX4	North shore	-	-	0.00000000689	-	26857698_primary_sjogrens_syndrome_whole_blood
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0561713	0.00978875	0.000000009748901	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04114	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P04114	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.0470712	0.00824742	0.00000001169415	P04114	41361833_Josephine_Robertson_P04114_OSCA_model_1
Imgenberg-Kreuz J	-	26857698	2016-11-01	Primary Sjogrens syndrome	EFO_0000699	Whole blood	Table S1	DNA methylation	Primary Sjogrens syndrome	Age, sex and cell counts	Beta values	-	Illumina HumanMethylation450	Whole blood	-	500	1	-	Both	European	cg23148651	chr6:21593857	6	21593857	SOX4	North shore	-	-	0.0000000165	-	26857698_primary_sjogrens_syndrome_whole_blood
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	cg14499797	chr6:21594038	6	21594038	SOX4	North shore	0.00791	0.0014	0.0000000175	-	23334450_rheumatoid_arthritis
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	O75882	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	O75882	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0463124	0.00824771	0.00000001999136	O75882	41361833_Josephine_Robertson_O75882_OSCA_model_1
Marttila S	-	25888029	2015-03-14	Ageing	GO_0007568	-	Additional file 1	DNA methylation	Age group	Sex and cell counts	Beta values	-	Illumina HumanMethylation450	Peripheral blood mononuclear cells	Variable dispersion beta regression model	143	1	58.5	Both	European	cg03203320	chr6:21594320	6	21594320	SOX4	North shore	0.69156936	0.1233	0.0000000203	-	25888029_ageing
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	cg23780597	chr6:21593907	6	21593907	SOX4	North shore	0.00033	0.00006	0.000000029	None	33450751_Mulder-RH_age_model_1_with_age_as_a_fixed_effect
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	cg06512858	chr6:21596796	6	21596796	SOX4	Island	0.00698	0.0013	0.0000000576	-	23334450_rheumatoid_arthritis
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0444948	0.00824839	0.00000006983504	P02750	41361833_Josephine_Robertson_P02750_OSCA_model_1
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.153626	0.0284835	0.00000007000134	None	39706196_Hannah-M.-Smith_bmi_discovery
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	B1AHL2	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	B1AHL2	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0526093	0.00977242	0.0000000741966	B1AHL2	41361833_Josephine_Robertson_B1AHL2_OSCA_model_2
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	cg20151125	chr6:21592538	6	21592538	SOX4	North shelf	-0.00056	0.0001	0.000000095	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	cg14499797	chr6:21594038	6	21594038	SOX4	North shore	0.00026	None	0.0000001	None	33450751_Mulder-RH_age_model_1_with_age_as_a_random_effect
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.01489	0.0028	0.00000011	-	23334450_rheumatoid_arthritis
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	cg24249751	chr6:21593719	6	21593719	SOX4	North shore	0.01216	0.0023	0.00000013	-	23334450_rheumatoid_arthritis
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01023	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P01023	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0429938	0.00824894	0.00000018931	P01023	41361833_Josephine_Robertson_P01023_OSCA_model_1
Joehanes R	-	27651444	2016-10-01	Smoking	EFO_0006527, EFO_0005671, EFO_0004318	Current vs never smoking	Table S2	DNA methylation	Current versus never smoking	Age, sex, cell counts and technical covariates	Beta values	-	Illumina HumanMethylation450	Whole blood, CD4+ T cells or monocytes	-	9389	16	60.3	Both	European,African	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0049	9e-04	0.00000021	-	27651444_smoking_current_vs_never_smoking
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.00491	0.00094	0.00000021	None	31536415_Sikdar-S_smoking_random_effects_meta-analysis
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0427877	0.00824901	0.0000002165378	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P06310	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P06310	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0425948	0.00824908	0.0000002454429	P06310	41361833_Josephine_Robertson_P06310_OSCA_model_1
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.151983	0.0294718	0.0000002538265	None	39706196_Hannah-M.-Smith_bmi_discovery
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0441582	0.00857444	0.0000002638835	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_3
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	Total cholesterol	EFO_0004574	discovery	None	DNA methylation	Total cholesterol	Age,Sex,Smoking,Cell composition (reference based)	Other	mmol/L	Illumina HumanMethylationEPIC	Whole blood	None	18270	1	Adults	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	-0.154793	0.0304945	0.0000003890199	None	39706196_Hannah-M.-Smith_total_cholesterol_discovery
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04114	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P04114	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0490921	0.00967544	0.000000394535	P04114	41361833_Josephine_Robertson_P04114_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01031	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P01031	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.041572	0.00824943	0.0000004726143	P01031	41361833_Josephine_Robertson_P01031_OSCA_model_1
Gross AM	-	27105112	2016-04-21	HIV infection	EFO_0000764	Discovery	Table S2	DNA methylation	HIV infection	Age and cell counts	-	-	Illumina HumanMethylation450	Whole blood	-	181	1	46.5	Males	European	cg20151125	chr6:21592538	6	21592538	SOX4	North shelf	-1.191258	0.2405	0.000000731	-	27105112_hiv_infection_discovery
Sharp GC	-	25855720	2015-08-01	Maternal underweight	EFO_0005936	Birth	Additional file 1	DNA methylation	Maternal underweight	Offspring sex, maternal age, maternal smoking, maternal occupation, parity and technical covariates	Beta values	-	Illumina HumanMethylation450	Cord blood	-	601	1	0	Both	European	cg23780597	chr6:21593907	6	21593907	SOX4	North shore	0.00638	0.00129	0.000000733	-	25855720_maternal_underweight_birth
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0482588	0.00977942	0.0000008114337	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_2
Darina Czamara	BET, ITU, PREDO	38600394	Apr 10, 2024	sex	EFO:0000001	meta-analysis of robust linear regression results per cohort	None	DNA methylation	sex	Smoking,Cell composition (reference based),Gestational age	M values	None	Illumina HumanMethylationEPIC	placenta	None	746	3	Infants (< 4 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.2001289	0.0407502	0.0000009056	None	38600394_Darina-Czamara_sex_meta-analysis_of_robust_linear_regression_results_per_cohort
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01023	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P01023	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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0400023	0.00828123	0.000001375813	P01023	41361833_Josephine_Robertson_P01023_OSCA_model_3
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0410944	0.00858593	0.000001715845	P02647	41361833_Josephine_Robertson_P02647_OSCA_model_2
Li S	-	28811542	2017-08-15	Age	EFO_0000246	-	Table S1	DNA methylation	Age	Cell counts	M values	years	Illumina HumanMethylation450	Whole blood	-	1366	2	73	Missing	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0134	0.00289215	0.0000018	-	28811542_age
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P10643	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P10643	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0392221	0.00825022	0.000002012586	P10643	41361833_Josephine_Robertson_P10643_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02790	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P02790	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0414656	0.00873611	0.000002089652	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	Q15848	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	Q15848	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0461396	0.0097887	0.000002456661	Q15848	41361833_Josephine_Robertson_Q15848_OSCA_model_2
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0387924	0.00825036	0.000002600916	P02748	41361833_Josephine_Robertson_P02748_OSCA_model_1
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0386619	0.0082504	0.000002810087	P02775	41361833_Josephine_Robertson_P02775_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P20742	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P20742	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0399049	0.00859809	0.000003495	P20742	41361833_Josephine_Robertson_P20742_OSCA_model_2
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	cg08718230	chr6:21596358	6	21596358	SOX4	Island	0.00573	0.0012	0.0000037	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
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0381054	0.00825057	0.000003897772	P18428	41361833_Josephine_Robertson_P18428_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	O75882	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	O75882	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0380227	0.0082506	0.000004090439	O75882	41361833_Josephine_Robertson_O75882_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02790	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P02790	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	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0401523	0.00871381	0.000004101909	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_3
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.039637	0.0086207	0.000004303685	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_2
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.92	0.201	0.0000044	Basic_Model	Robert-F.-Hillary_c-reactive_protein__crp__levels_basic_model
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P29622	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P29622	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0378501	0.00825066	0.000004522345	P29622	41361833_Josephine_Robertson_P29622_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01023	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P01023	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0446186	0.00975137	0.000004787099	P01023	41361833_Josephine_Robertson_P01023_OSCA_model_2
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0445424	0.00979301	0.000005449056	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_3
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.0375203	0.00825076	0.000005472114	A0A0G2JMB2	41361833_Josephine_Robertson_A0A0G2JMB2_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P02763	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P02763	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0375184	0.00825076	0.000005478155	P02763	41361833_Josephine_Robertson_P02763_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P06396	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P06396	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0437657	0.00977823	0.000007669006	P06396	41361833_Josephine_Robertson_P06396_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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.131698	0.0294544	0.000007825868	None	39706196_Hannah-M.-Smith_waist-hip_ratio_discovery
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P06310	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P06310	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0434203	0.00981843	0.000009834802	P06310	41361833_Josephine_Robertson_P06310_OSCA_model_3
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	cg23780597	chr6:21593907	6	21593907	SOX4	North shore	0.154534	0.0349526	0.000009870156	None	39706196_Hannah-M.-Smith_hdl_cholesterol_discovery
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	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.126078	0.0285566	0.00001016091	None	39706196_Hannah-M.-Smith_body_fat_discovery
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	O43866	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	O43866	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0357287	0.0082513	0.00001500552	O43866	41361833_Josephine_Robertson_O43866_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	B1AHL2	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	B1AHL2	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0419685	0.00975491	0.0000170134	B1AHL2	41361833_Josephine_Robertson_B1AHL2_OSCA_model_3
Hannah M. Smith	Generation Scotland	39706196	Jan 2, 2025	Total cholesterol	EFO_0004574	sensitivity	None	DNA methylation	Total cholesterol	Age,Sex,Smoking,Cell composition (reference based),Batch effects	Other	mmol/L	Illumina HumanMethylationEPIC	Whole blood	None	18270	1	Adults	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	-0.148439	0.0346458	0.00001841165	None	39706196_Hannah-M.-Smith_total_cholesterol_sensitivity
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	cg23780597	chr6:21593907	6	21593907	SOX4	North shore	0.035002	0.00825151	0.00002230042	P02750	41361833_Josephine_Robertson_P02750_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04114	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P04114	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0405607	0.00962101	0.00002503311	P04114	41361833_Josephine_Robertson_P04114_OSCA_model_3
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P10643	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P10643	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0347726	0.00825158	0.00002523207	P10643	41361833_Josephine_Robertson_P10643_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04217	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P04217	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0345306	0.00825165	0.00002872188	P04217	41361833_Josephine_Robertson_P04217_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	cg22274825	chr6:21593881	6	21593881	SOX4	North shore	0.01091	0.00257	0.000034	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
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	A0A0B4J1U7	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	A0A0B4J1U7	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg03203320	chr6:21594320	6	21594320	SOX4	North shore	0.0339134	0.00825182	0.00003981321	A0A0B4J1U7	41361833_Josephine_Robertson_A0A0B4J1U7_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	Q9Y5Y7	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	Q9Y5Y7	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0339123	0.00825182	0.00003983659	Q9Y5Y7	41361833_Josephine_Robertson_Q9Y5Y7_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P00734	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P00734	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0338533	0.00825184	0.00004108943	P00734	41361833_Josephine_Robertson_P00734_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	O43866	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	O43866	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.0400535	0.00978463	0.00004271654	O43866	41361833_Josephine_Robertson_O43866_OSCA_model_3
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01023	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P01023	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0334833	0.00825194	0.00004983022	P01023	41361833_Josephine_Robertson_P01023_OSCA_model_1
Fragoso-Bargas Nicolas	EPIPREG (Epigenetics in pregnancy)	39844050	Jan 22, 2025	Sedentary behaviour	EFO:0000001	discovery (stp adjusted)	None	DNA methylation	Sedentary behaviour	Age,Smoking,Cell composition (reference based)	M values	hours/day	Illumina HumanMethylationEPIC	Whole blood	analysis of pregnant women (gestational week 28)	353	1	Adults (18-65 years)	Females	European,South Asian	cg23148651	chr6:21593857	6	21593857	SOX4	North shore	-0.040192568	0.009805751	0.0000519	None	39844050_Fragoso-Bargas-Nicolas_sedentary_behaviour_discovery_(stp_adjusted)
Inkster A	Seven dataset from four North American cohorts. GSE73375, GSE75428, GSE98224, GSE74738, GSE100197, GSE108567, and GSE128827	34044884	03-08-2021	Sex	PATO_0001894	Discovery	Supplementary Table 1	DNA methylation	Sex	Ancestry (genomic PCs), Gestational age, Dataset	M values	None	Illumina HumanMethylation450	Placenta	None	585	4	Infants	Both	European, East Asian, African, Admixed	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	1.5	None	0.000052	None	34044884_Inkster-A_sex_discovery
Gadd DA	Generation Scotland	35945220	31/07/2022	KLRC3 protein levels (SeqId = 7795-14)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	KLRC3 protein levels (SeqId = 7795-14)	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: NKG2-E type II integral membrane protein	774	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.54	0.135	0.000058	None	Gadd-DA_klrc3_protein_levels__seqid___7795-14__somascan_protein_measurement
Robert F Hillary	Generation Scotland	10.1101/2023.01.10.23284387	9/6/2023	Incident Type 2 Diabetes	None	Basic model	https://doi.org/10.5281/zenodo.8021411	DNA methylation	Incident Type 2 Diabetes	Age, Sex, Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	Whole blood	None	17749	1	Adults (18-65y)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.024	0.00587	0.000059	None	Robert-F-Hillary_Incident_Type_2_Diabetes_Basic_model
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P20742	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P20742	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0330783	0.00825205	0.0000614087	P20742	41361833_Josephine_Robertson_P20742_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	cg23780597	chr6:21593907	6	21593907	SOX4	North shore	0.0016	0.00041	0.000064	None	33450751_Mulder-RH_age_model_2_at_9y_with_age_as_a_fixed_effect
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P14151	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P14151	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0329723	0.00825208	0.00006483521	P14151	41361833_Josephine_Robertson_P14151_OSCA_model_1
Liu J	Rotterdam Study III-1, Rotterdam Study II-3 and Rotterdam Study III-2, Netherlands Twin Register, UK adult Twin registry	31197173	2013-06-19	fasting insulin	EFO_0004466	Base	Supplementary Data 1	DNA methylation	fasting insulin	Age, sex, smoking, cell composition (reference based), batch effects	Beta Values	log pmol/L	Illumina HumanMethylation450	whole blood	None	4808	4	Adults	Both	European	cg06972153	chr6:21596573	6	21596573	SOX4	North shore	2.42	0.61	0.000065	4739	31197173_Liu-J_fasting_insulin_base
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P10643	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P10643	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0343636	0.00860544	0.0000654946	P10643	41361833_Josephine_Robertson_P10643_OSCA_model_2
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	cg06170053	chr6:21596959	6	21596959	SOX4	Island	0.003	0.00073	0.000066	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
Gross AM	-	27105112	2016-04-21	HIV infection	EFO_0000764	Neutrophils	Table S2	DNA methylation	HIV infection	Age	-	-	Illumina HumanMethylation450	Neutrophils	-	60	1	46.5	Males	European	cg27300238	chr6:21595173	6	21595173	SOX4	Island	0.197284	0.0495	0.0000683	-	27105112_hiv_infection_neutrophils
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P25311	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P25311	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	-0.0328499	0.00825212	0.00006901711	P25311	41361833_Josephine_Robertson_P25311_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	cg14499797	chr6:21594038	6	21594038	SOX4	North shore	0.00608	0.0015	0.000071	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
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	Q15848	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	Q15848	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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0388451	0.00978222	0.00007191554	Q15848	41361833_Josephine_Robertson_Q15848_OSCA_model_3
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04196	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P04196	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	0.032662	0.00825217	0.00007593962	P04196	41361833_Josephine_Robertson_P04196_OSCA_model_1
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	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	1.6	0.416	0.000078	Basic_Model	Robert-F.-Hillary_c-reactive_protein__crp__levels_basic_model
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04275	None	OSCA model 3	10.5281/zenodo.16924748	DNA methylation	P04275	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	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0346106	0.00877996	0.00008118262	P04275	41361833_Josephine_Robertson_P04275_OSCA_model_3
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01742	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P01742	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg13995516	chr6:21598595	6	21598595	SOX4	South shore	-0.0324332	0.00825223	0.00008525238	P01742	41361833_Josephine_Robertson_P01742_OSCA_model_1
Gadd DA	Generation Scotland	35945220	31/07/2022	NTS protein levels (SeqId = 7857-22)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	NTS protein levels (SeqId = 7857-22)	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: Neurotensin/neuromedin N	774	1	Adults (18-65 years)	Both	European	cg19360886	chr6:21593129	6	21593129	SOX4	North shore	0.531	0.135	0.000087	None	Gadd-DA_nts_protein_levels__seqid___7857-22__somascan_protein_measurement
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04275	None	OSCA model 2	10.5281/zenodo.16924748	DNA methylation	P04275	Age,Sex,Cell composition (reference based)	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg00792966	chr6:21595983	6	21595983	SOX4	Island	0.0342685	0.0087731	0.00009422201	P04275	41361833_Josephine_Robertson_P04275_OSCA_model_2
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01619	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P01619	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg03203320	chr6:21594320	6	21594320	SOX4	North shore	0.0322144	0.00825229	0.00009515774	P01619	41361833_Josephine_Robertson_P01619_OSCA_model_1