GEO DataSets

(Submitter supplied) The Mammalian Methylation Consortium aimed to characterize the relationship between cytosine methylation levels and a) species characteristics such as maximum lifespan and b) individual sample characteristics such as age, sex, tissue type. Both supervised machine learning approaches and unsupervised machine learning approaches were applied to the data as described in the citations. To facilitate comparative analyses across species, the mammalian methylation consortium applied a single measurement platform (the mammalian methylation array, GPL28271) to n=15216 DNA samples derived from 70 tissue types of 348 different mammalian species (331 eutherian-, 15 marsupial-, and 2 monotreme species). more...

Organism:

Osphranter robustus; Bradypus variegatus; Echinops telfairi; Blarina brevicauda; Desmodus rotundus; Pan troglodytes; Lycaon pictus; Vulpes vulpes; Felis catus; Zalophus californianus; Orcinus orca; Tursiops truncatus; Balaenoptera borealis; Balaenoptera musculus; Trichechus manatus; Equus grevyi; Sus scrofa; Giraffa camelopardalis; Capra hircus; Ovis aries; Tragelaphus strepsiceros; Oryctolagus cuniculus; Marmota monax; Cricetulus griseus; Ondatra zibethicus; Acomys cahirinus; Apodemus sylvaticus; Hystrix cristata; Bathyergus janetta; Georychus capensis; Eulemur coronatus; Eulemur fulvus; Vicugna pacos; Eulemur macaco; Microcebus murinus; Chinchilla lanigera; Erethizon dorsatum; Eumetopias jubatus; Caenolestes fuliginosus; Peromyscus eremicus; Peromyscus polionotus; Eulemur fulvus collaris; Lepus californicus; Tamandua tetradactyla; Talpa occidentalis; Myotis lucifugus; Rhinolophus ferrumequinum; Arvicanthis niloticus; Sorex caecutiens; Sorex isodon; Litocranius walleri; Scalopus aquaticus; Equus asinus somalicus; Ceratotherium simum simum; Callospermophilus lateralis; Mustela altaica; Napaeozapus insignis; Apodemus peninsulae; Ochotona alpina; Scapanus orarius; Hemiechinus auritus; Orientallactaga sibirica; Rhynchonycteris naso; Gerbillus nanus; Tupaia gracilis; Sylvilagus bachmani; Alticola barakshin; Asellia tridens; Myodes rufocanus; Nothocricetulus migratorius; Tachyglossus aculeatus; Sarcophilus harrisii; Macropus giganteus; Tamandua mexicana; Dasypus novemcinctus; Erinaceus europaeus; Atelerix albiventris; Sorex hoyi; Pteropus poliocephalus; Pteropus hypomelanus; Rousettus aegyptiacus; Phyllostomus hastatus; Lemur catta; Otolemur crassicaudatus; Loris tardigradus; Callithrix jacchus; Papio hamadryas; Canis lupus familiaris; Ursus americanus; Martes americana; Odobenus rosmarus divergens; Elephas maximus; Loxodonta africana; Rhinoceros unicornis; Procavia capensis; Sus scrofa domesticus; Capreolus capreolus; Cervus elaphus; Aepyceros melampus; Ochotona princeps; Peromyscus leucopus; Mus minutoides; Rattus norvegicus; Rattus rattus; Cavia porcellus; Myocastor coypus; Heterocephalus glaber; Monodelphis domestica; Choloepus didactylus; Eptesicus fuscus; Chaetophractus villosus; Vombatus ursinus; Galago moholi; Acinonyx jubatus; Dromiciops gliroides; Eulemur mongoz; Suricata suricatta; Phoca groenlandica; Ictidomys tridecemlineatus; Glaucomys sabrinus; Lepus americanus; Mesoplodon bidens; Sylvilagus nuttallii; Nyctalus noctula; Castor canadensis; Trachypithecus francoisi; Cynopterus brachyotis; Lynx rufus; Plecotus auritus; Ctenomys steinbachi; Sorex minutissimus; Sorex tundrensis; Sorex trowbridgii; Nanger dama; Tragelaphus eurycerus; Tragelaphus spekii; Gazella leptoceros; Tupaia tana; Microtus ochrogaster; Propithecus diadema; Cyclopes didactylus; Eulemur flavifrons; Equus quagga; Marmota flaviventris; Parascalops breweri; Connochaetes taurinus albojubatus; Eozapus setchuanus; Phodopus roborovskii; Eulemur sanfordi; Tamias townsendii; Rhinopoma hardwickii; Ochotona dauurica; Ochotona hyperborea; Ochotona pallasi; Cavia tschudii; Myotis thysanodes; Myotis yumanensis; Neophoca cinerea; Zapus princeps; Tolypeutes matacus; Myotis vivesi; Tupaia longipes; Paraechinus aethiopicus; Microtus guentheri; Smutsia temminckii; Mirza zaza; Alticola semicanus; Lasiopodomys brandtii; Neogale vison; Crocidura cyanea; Micaelamys namaquensis; Clethrionomys gapperi; Galeopterus variegatus; Sylvilagus brasiliensis; Cephalorhynchus hectori hectori; Cephalorhynchus hectori maui; Paraechinus hypomelas; Microgale thomasi; Cervus canadensis; Alexandromys oeconomus; Stenocranius gregalis; Ornithorhynchus anatinus; Notamacropus eugenii; Osphranter rufus; Suncus murinus; Tadarida brasiliensis; Antrozous pallidus; Nycticebus coucang; Perodicticus potto; Macaca mulatta; Canis latrans; Mustela putorius furo; Panthera leo; Panthera tigris; Puma concolor; Delphinus delphis; Megaptera novaeangliae; Equus caballus; Orycteropus afer; Tragelaphus imberbis; Tamiasciurus hudsonicus; Cricetulus longicaudatus; Mesocricetus auratus; Meriones unguiculatus; Cricetomys gambianus; Galea musteloides; Hydrochoerus hydrochaeris; Bathyergus suillus; Lagenorhynchus albirostris; Macroscelides proboscideus; Sciurus carolinensis; Daubentonia madagascariensis; Eulemur rubriventer; Oreamnos americanus; Enhydra lutris; Hippotragus equinus; Hippotragus niger; Globicephala macrorhynchus; Apodemus agrarius; Carollia perspicillata; Peromyscus californicus; Tamias striatus; Steno bredanensis; Phodopus campbelli; Hylomys suillus; Urocitellus columbianus; Jaculus jaculus; Callithrix geoffroyi; Mustela frenata; Ctenomys lewisi; Sorex roboratus; Tamias amoenus; Tragelaphus angasii; Chrysocyon brachyurus; Nanger soemmerringii; Eudorcas thomsonii; Dipus sagitta; Tursiops aduncus; Tenrec ecaudatus; Neotoma cinerea; Microtus richardsoni; Pteropus giganteus; Pteropus pumilus; Mops pumilus; Meriones libycus; Setifer setosus; Ellobius talpinus; Cricetulus barabensis; Suncus varilla; Lasiopodomys mandarinus; Aonyx cinereus; Varecia rubra; Leptonycteris yerbabuenae; Eulemur rufus; Fukomys damarensis; Eulemur albifrons; Gerbillus cheesmani; Microgale drouhardi; Notamacropus rufogriseus; Nesogale talazaci; Didelphis virginiana; Didelphis marsupialis; Notamacropus agilis; Macropus fuliginosus; Choloepus hoffmanni; Amblysomus hottentotus; Artibeus jamaicensis; Varecia variegata; Cheirogaleus medius; Gorilla gorilla; Pongo pygmaeus; Homo sapiens; Crocuta crocuta; Phoca vitulina; Phocoena phocoena; Delphinapterus leucas; Physeter macrocephalus; Diceros bicornis; Odocoileus virginianus; Muntiacus vaginalis; Bos taurus; Tragelaphus oryx; Sylvilagus floridanus; Peromyscus maniculatus; Microtus pennsylvanicus; Mus musculus; Cryptomys hottentotus; Hapalemur griseus; Nanger granti; Balaena mysticetus; Molossus molossus; Nycticeius humeralis; Elephantulus edwardii; Sylvilagus audubonii; Propithecus tattersalli; Nannospalax ehrenbergi; Sciurus niger; Sorex cinereus; Tupaia belangeri; Cavia aperea; Phascolarctos cinereus; Ochotona rufescens; Sorex palustris; Cabassous unicinctus; Myotis myotis; Aplodontia rufa; Pipistrellus pipistrellus; Saccopteryx bilineata; Addax nasomaculatus; Antidorcas marsupialis; Kobus megaceros; Chlorocebus sabaeus; Ctenomys opimus; Neomys fodiens; Sorex vagrans; Eidolon helvum; Pteropus rodricensis; Okapia johnstoni; Phyllostomus discolor; Lagenorhynchus obliquidens; Callospermophilus saturatus; Alexandromys fortis; Xanthonycticebus pygmaeus; Cephalorhynchus commersonii; Cuniculus paca; Myotis brandtii; Myotis nattereri; Elephantulus myurus; Rhabdomys pumilio; Pteropus vampyrus; Apodemus uralensis; Condylura cristata; Tamiasciurus douglasii; Neurotrichus gibbsii; Rhombomys opimus; Rhinolophus alcyone; Myotis evotis; Meriones rex; Hemicentetes semispinosus; Microgale cowani; Dendrohyrax arboreus; Propithecus coquereli; Hipposideros ruber; Alexandromys maximowiczii; Galea musteloides leucoblephara; Alexandromys mongolicus; Nannospalax galili

Type:

Methylation profiling by array

Platform:

GPL28271

15043 Samples

Download data: CSV, DOCX, IDAT

(Submitter supplied) Developed in the labs of Steve Horvath and Jason Ernst. The mammalian array platform applies to ALL mammals (humans, mouse, rat, sheep, horses, pigs, etc.). The array design is similar to the Illumina Infinium 450K array but it contains fewer up to 37492 CpGs. Additional material can be found on the Github page https://github.com/shorvath/MammalianMethylationConsortium/ A vignette on using the mammal methylation array with SeSAMe is available from https://bioconductor.org/packages/release/bioc/vignettes/sesame/inst/doc/mammal.html. more...

Organism:

Homo sapiens; Mus musculus; Rattus norvegicus

49 Series

22420 Samples

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