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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.012	0.00033	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 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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.031	0.002	0	None	33450751_Mulder-RH_age_model_2_at_6y_with_age_as_a_fixed_effect
Xu CJ	-	28056824	2017-01-05	Age 4 vs age 0	EFO_0000246	-	Additional file 3	DNA methylation	Age 4 vs age 0	Sex, cell counts and technical covariates	Beta values	-	Illumina HumanMethylation450	Whole blood and cord blood	-	269	2	-	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-	-	4.63e-125	-	28056824_age_4_vs_age_0
Yao C	FHS, KORA F4, BLSA, InCHIANTI	33752734	2021-03-22	Gene expression of Affymetrix ID: 2674762 (gene symbol: UBA7)	None	Meta-analysis	Table S6	DNA methylation	Gene expression of Affymetrix ID: 2674762 (gene symbol: UBA7)	Age, sex, cell composition (reference based), batch effects	Beta Values	None	Illumina HumanMethylation450	Whole blood	None	4170	1	Adults	Both	Unclear	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	None	None	2.1e-72	None	33752734_Yao-C_gene_expression_of_affymetrix_id__2674762__gene_symbol__uba7__meta-analysis
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.12409	0.00487	9.999999999999999e-64	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
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	3.12397	0.13658	1.4699999999999999e-38	-	25282492_fetal_vs_adult_liver
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0994923	0.00821561	1.349571e-33	P02748	41361833_Josephine_Robertson_P02748_OSCA_model_1
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-	-	1.17e-28	-	23526956_clear_cell_renal_carcinoma
Yao C	FHS, KORA F4, BLSA, InCHIANTI	33752734	2021-03-22	Gene expression of Affymetrix ID: 2622359 (gene symbol: RBM6)	None	Meta-analysis	Table S6	DNA methylation	Gene expression of Affymetrix ID: 2622359 (gene symbol: RBM6)	Age, sex, cell composition (reference based), batch effects	Beta Values	None	Illumina HumanMethylation450	Whole blood	None	4170	1	Adults	Both	Unclear	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	None	None	3.1e-23	None	33752734_Yao-C_gene_expression_of_affymetrix_id__2622359__gene_symbol__rbm6__meta-analysis
Battram T	GEO	23177740	2020-09-15	Age	EFO_0000246	EWAS Catalog re-analysis of GEO data. GEO accession ID is GSE40279	None	DNA methylation	Age	Batch effects, cell composition (reference free)	Beta Values	Years	Illumina HumanMethylation450	Whole blood	None	656	1	Adults	Both	Unclear	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0012	0.00011	5.4e-23	None	23177740_Battram-T_age_ewas_catalog_re-analysis_of_geo_data__geo_accession_id_is_gse40279
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0787497	0.00823093	1.266036e-21	P18428	41361833_Josephine_Robertson_P18428_OSCA_model_1
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0706631	0.00823593	1.044062e-17	P02750	41361833_Josephine_Robertson_P02750_OSCA_model_1
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.068352	0.00823726	1.151172e-16	P01742	41361833_Josephine_Robertson_P01742_OSCA_model_1
Bohlin J	-	27717397	2016-10-07	Gestational age	EFO_0005112	Last menstrual period-estimated gestational age	Table S2	DNA methylation	Gestational age	Offspring sex, maternal age, maternal smoking, study design, caesarean section and cell counts	Beta values	days	Illumina HumanMethylation450	Cord blood	-	1068	1	0	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.00097286	0.00011779	4.3e-16	-	27717397_gestational_age_last_menstrual_periodestimated_gestational_age
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-	-	0.00000000000123	-	26857698_primary_sjogrens_syndrome_whole_blood
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0519346	0.00824543	0.0000000003089244	P29622	41361833_Josephine_Robertson_P29622_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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.050815	0.0082459	0.0000000007350145	P04217	41361833_Josephine_Robertson_P04217_OSCA_model_1
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0489508	0.00824667	0.000000002989789	P01031	41361833_Josephine_Robertson_P01031_OSCA_model_1
Bohlin J	-	27717397	2016-10-07	Gestational age	EFO_0005112	Ultrasound-estimated gestational age	Table S1	DNA methylation	Gestational age	Offspring sex, maternal age, maternal smoking, study design, caesarean section and cell counts	Beta values	days	Illumina HumanMethylation450	Cord blood	-	1068	1	0	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.00073148	0.00012717	0.0000000116	-	27717397_gestational_age_ultrasoundestimated_gestational_age
Kashima K	None	33564054	2021-02-09	gestational age	EFO_0005112	None	Supplementary Table 6	DNA methylation	gestational age	sex, batch effects, cell composition (reference based), cesarean section, maternal pre-pregnancy bmi, maternal smoking before pregnancy, chorioamnionitis, idiopathic premature rupture of the membrane, preeclampsia	Beta Values	weeks	Illumina HumanMethylation450	Cord blood	None	110	1	Infants	Both	East Asian	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0073	0.0012	0.000000012	None	33564054_Kashima-K_gestational_age
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0465775	0.00824761	0.00000001659232	P02671	41361833_Josephine_Robertson_P02671_OSCA_model_1
Gadd DA	Generation Scotland	35945220	31/07/2022	LHCGR protein levels (SeqId = 14634-13)	None	SomaScan protein measurement	https://doi.org/10.5281/zenodo.6801458	LHCGR protein levels (SeqId = 14634-13)	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: Lutropin-choriogonadotropic hormone receptor	774	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-1.03	0.186	0.000000034	None	Gadd-DA_lhcgr_protein_levels__seqid___14634-13__somascan_protein_measurement
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0434365	0.00824878	0.0000001415433	P04114	41361833_Josephine_Robertson_P04114_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01023	None	OSCA model 4	10.5281/zenodo.16924748	DNA methylation	P01023	Age,Sex,Cell composition (reference based),Body mass index, Smoking,20 DNAm PCs	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0551787	0.0106208	0.0000002070792	P01023	41361833_Josephine_Robertson_P01023_OSCA_model_4
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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0423657	0.00824916	0.000000284605	P00734	41361833_Josephine_Robertson_P00734_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P08185	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P08185	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0420821	0.00824926	0.0000003415049	P08185	41361833_Josephine_Robertson_P08185_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P04004	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P04004	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0400762	0.00824994	0.000001199462	P04004	41361833_Josephine_Robertson_P04004_OSCA_model_1
Joubert BR	PACE	27040690	2016-04-07	Maternal smoking in pregnancy	EFO_0006527, EFO_0005671, EFO_0004318, EFO_0002950	Any maternal smoking in pregnancy effect on newborns	Table S3	DNA methylation	Maternal smoking in pregnancy	Maternal age, maternal education, parity and technical covariates	Beta values	-	Illumina HumanMethylation450	Cord blood	-	6685	13	0	Missing	European,East Asian,African,Admixed,Other	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.008	0.002	0.00000231	-	27040690_maternal_smoking_in_pregnancy_any_maternal_smoking_in_pregnancy_effect_on_newborns
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P51884	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P51884	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0386394	0.00825041	0.000002847727	P51884	41361833_Josephine_Robertson_P51884_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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0384758	0.00825046	0.000003136597	P02775	41361833_Josephine_Robertson_P02775_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P06396	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P06396	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.037551	0.00825075	0.000005376182	P06396	41361833_Josephine_Robertson_P06396_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P00450	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P00450	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0372647	0.00825084	0.000006336891	P00450	41361833_Josephine_Robertson_P00450_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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0404481	0.00975026	0.000033668	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_3
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P01024	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P01024	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0342082	0.00825174	0.00003408713	P01024	41361833_Josephine_Robertson_P01024_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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0338456	0.00825184	0.000041256	O75882	41361833_Josephine_Robertson_O75882_OSCA_model_1
Josephine Robertson	Generation Scotland	41361833	Dec 8, 2025	P00740	None	OSCA model 1	10.5281/zenodo.16924748	DNA methylation	P00740	Age,Sex	M values	None	Illumina HumanMethylationEPIC	whole blood	None	14671	1	Adults (18-65 years)	Both	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0334608	0.00825195	0.00005041588	P00740	41361833_Josephine_Robertson_P00740_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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	-0.0334255	0.00825196	0.00005134693	P02763	41361833_Josephine_Robertson_P02763_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	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	0.0393647	0.00978054	0.00005731175	P02790	41361833_Josephine_Robertson_P02790_OSCA_model_2
Chen S	IoW birth cohort	32190749	2020-03-12	Pubertal timing	EFO_0001382, EFO_0005677	Females only PT measured by skin change	Table S1	DNA methylation	Pubertal timing	Age, cell composition (reference based), batch effects	M Values	years	Illumina HumanMethylation450	Whole blood	None	243.93	1	Children	Females	European	cg19381811	chr3:49851713	3	49851713	UBA7	Open sea	None	None	0.000097	None	32190749_Chen-S_pubertal_timing_females_only_pt_measured_by_skin_change