“…We address these outstanding issues in this article using novel cross-study and cross-platform analyses, confining attention to normal human blood samples. Blood DNAm is often probed in epigenome-wide association studies (EWAS) to discover, test and validate biomarkers ( Li et al , 2012 ; Locke et al , 2019 ; Mikeska and Craig, 2014 ) for diseases, such as type II diabetes ( Bacos et al , 2016 ; Dayeh et al , 2016 ; Willmer et al , 2018 ), obesity ( Samblas et al , 2019 ), non-alcoholic fatty liver disease ( Hyun and Jung, 2020 ), asthma ( Thibeault and Laprise, 2019 ) and dementia ( Fransquet et al , 2020 ), as well as colorectal ( Alizadeh-Sedigh et al , 2021 ; Dong and Ren, 2018 ; Jensen et al , 2019 ; Lin et al , 2021 ), esophageal ( Yu et al , 2018 ), breast ( Guan et al , 2019 ), pancreatic ( Henriksen and Thorlacius-Ussing, 2021 ) and head-and-neck ( Danstrup et al , 2020 ) cancers. It is widely used to study biological aging ( Haftorn et al , 2021 ; Hannum et al , 2013 ; Horvath, 2013 ; Merid et al , 2020 ) and normal tissue epigenetics ( Åsenius et al , 2020 ; Huang et al , 2016 ), including development and function of the immune system ( Parveen and Dhawan, 2021 ).…”