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. 2021 Feb 11;13(3):3313–3341. doi: 10.18632/aging.202648

Table 1. Top-5 genes most consistently overexpressed with age across datasets for all tissues and for each tissue studied.

graphic file with name aging-13-202648-i001.jpg All Tissues – 449 genes
Symbol Gene name p-value (1.01e-3)
C1QA Complement C1q A chain 3.54e-22
GPNMB Glycoprotein nmb 1.64e-21
B2M Beta-2-microglobulin 2.55e-20
EFEMP1 EGF containing fibulin extracellular matrix protein 1 8.06e-20
C1QC Complement C1q C chain 1.07e-18
Brain – 147 genes
Symbol Gene name p-value (2.95e-4)
C1QA Complement C1q A chain 1.21e-15
GFAP Glial fibrillary acidic protein 1.00e-13
C1QB Complement C1q B chain 7.06e-13
C1QC Complement C1q C chain 2.06e-12
B2M Beta-2-microglobulin 1.19e-11
Heart – 35 genes
Symbol Gene name p-value (6.43e-4)
MGP Matrix Gla protein 5.57e-4
MAOA Monoamine oxidase 5.57e-4
CP Ceruloplasmin 5.57e-4
VAT1 Vesicle amine transport 1 8.63e-4
TMED3 Transmembrane p24 trafficking protein 3 8.63e-4
Muscle – 49 genes
Symbol Gene name p-value (4.89e-4)
CDKN1A Cyclin dependent kinase inhibitor 1A 1.84e-8
RNF115 Ring finger protein 115 7.22e-7
EFEMP1 EGF containing fibulin extracellular matrix protein 1 7.22e-7
CHRNA1 Cholinergic receptor nicotinic alpha 1 subunit 2.57e-6
RPS27L Ribosomal protein S27 like 4.22e-6

The value given between brackets in the ‘p-value’ column header is the p-value threshold at which FDR <0.05.