mec13055-sup-0001-AppendixS1

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APPENDIX S1
Case studies reviewed to describe trends in ecological transcriptomic studies in the last 10 years.
The table gives for each of the 575 studies the species, which question categories, whether
conducted in the field or lab and whether microarray or RNAseq were included in the study.
Question categories: 1 corresponds to studies that investigated the extent of natural variation, 2
corresponds to studies that investigated organismal response to stimulus, and 3 corresponds to
studies that investigated the effect of differential gene expression on phenotype.
Paper
Subject
Question
Type
Field/Lab
Technology
Abu-Abied et al. 2012
Eucalyptus grandis
1
lab
Microarray
Aguilar et al. 2010
Anopheles gambiae
1
both
Microarray
Anderson et al. 2006
Phlebotomus spp.
1
lab
Microarray
Andersson et al. 2013
multiple
1
field
RNAseq
Andrés et al. 2013
Gryllus spp.
1
field
RNAseq
Aranda et al. 2011
Montastraea faveolata
2
lab
Microarray
Arcà et al. 2005
Anopheles gambiae
1
lab
Microarray
Arfi et al. 2013
Pycnoporus coccineus
2
lab
RNAseq
Arnaiz et al. 2010
Paramecium tetraurelia
1
lab
Microarray
Aubin-Horth et al. 2009
1
field
Microarray
Avarre et al. 2014
Salmo salar
Sarotherodon melanotheron
heudelotii
1
lab
RNAseq
Babik et al. 2010
Myodes glareolus
1
lab
RNAseq
Bachmann et al. 2012
Lactococcus lactis
2, 3
lab
Microarray
Bachvaroff et al. 2014
multiple
1
lab
RNAseq
Badisco et al. 2011
Schistocerca gregaria
1
lab
Microarray
Badouin et al. 2013
Formica exsecta
1
field
RNAseq
Bai et al. 2010
Aphis glycines
1
lab
RNAseq
Bai et al. 2013
Hyriopsis cumingii
1
lab
RNAseq
Bajgain et al. 2011
Artemisia tridentata
1
lab
RNAseq
Balakrishnan et al. 2013
Uraeginthus granatina
1
lab
RNAseq
Baldo et al. 2011
multiple
1
lab
RNAseq
Ballerini et al. 2013
Iris fulva
1
lab
RNAseq
Banni et al. 2011
Mytilus galloprovincialis
1
lab
Microarray
1
Bao et al. 2012
Nilaparvata lugens
1
lab
RNAseq
Bao et al. 2013
Nilaparvata lugens
2
lab
RNAseq
Bar-Yaacov et al. 2013
Chamaeleo chamaeleon
1
field
RNAseq
Barah et al. 2013
Arabidopsis thaliana
2
lab
Microarray
Bardil et al. 2011
Coffee arabica
1, 2
lab
Microarray
Barreto et al. 2011
Tigriopus californicus
1
lab
RNAseq
Barshis et al. 2013
Acropora hyacinthus
1, 2
lab
RNAseq
Bass et al. 2012
Nilaparvata lugens
1
lab
RNAseq
Bassene et al. 2010
1
field
Microarray
Baumgarten et al. 2013
Citrus spp.
Symbiodinium
microadriaticum
2
lab
RNAseq
Bay et al. 2009
Acropora millepora
1
lab
Microarray
Bay et al. 2009b
Acropora millepora
1
lab
Microarray
Bayne et al. 2006
Oncorhynchus mykiss
2
lab
Microarray
Bazinet et al. 2013
multiple
1
lab
RNAseq
Becks et al. 2012
multiple
1, 2
lab
Microarray
Beemster et al. 2005
Arabidopsis thaliana
1
lab
Microarray
Belgard et al. 2013
multiple
1
lab
RNAseq
Bermingham et al. 2009
Buchnera aphidicola
1
lab
Microarray
Bernatchez et al. 2011
Anguilla spp.
1
field
Microarray
Bettencourt et al. 2010
Bathymodiuolus azoricus
1
field
RNAseq
Bilyk and Cheng 2013
Pagothenia borchgrevinki
1
lab
RNAseq
Boltana et al. 2013
Danio rerio
2, 3
lab
Microarray
Bonneau et al. 2013
Medicago truncatula
2, 3
lab
Microarray
Bonneaud et al. 2011
Carpodacus mexicanus
1, 2
lab
Microarray
Bougas et al. 2010
Salvelinus fontinalis
1
lab
Microarray
Bougas et al. 2013
Salvelinus fontinalis
1
lab
Microarray
Boulet et al. 2012
Salvelinus fontinalis
1, 3
lab
Microarray
Brady et al. 2011
Acropora millepora
1
lab
RNAseq
Brawand et al. 2011
multiple
1, 3
lab
RNAseq
Briscoe et al. 2013
Broekgaarden et al.
2008
Broekgaarden et al.
2011
Heliconius melpomene
1
lab
RNAseq
Brassica oleracea
2
lab
Microarray
Brassica nigra
2
lab
Microarray
Bruce et al. 2008
Arabidopsis thaliana
2, 3
lab
Microarray
Bryk et al. 2013
Mus musculus
1
lab
Microarray
Buckley et al. 2006
Gillichthys mirabilis
2
lab
Microarray
2
Burke and Moran 2011
Acyrthosiphon pisum
1, 2
lab
RNAseq
Burke and Strand 2014
Microplitis demolitor
3
lab
RNAseq
Burki et al. 2013
Mikrocytos mackini
1
lab
RNAseq
Burns et al. 2012
Amphiura filiformis
2, 3
field
Microarray
Burns et al. 2013
Ophionotus victoriae
1, 2
lab
RNAseq
Busby et al. 2011
Saccharomyces spp.
1
lab
RNAseq
Calla et al. 2014
Ceratitis capitata
2
both
RNAseq
Campanero et al. 2005
Photobacterium profundum
1
lab
Microarray
Cardoen et al. 2011
Apis mellifera carnica
3
lab
Microarray
Carvalhais et al. 2013
Bacillus amyloliquefaciens
2
lab
Microarray
Cassone et al. 2011
Anopheles gambiae
2
lab
Microarray
Castilho et al. 2009
Thunnus orientalis
2
lab
Microarray
Castoe et al. 2013
Celorio-Mancera et al.
2013
Python molurus bivittatus
1
lab
RNAseq
Polygonia c-album
2
lab
RNAseq
Chan et al. 2012
Chaney and Gracey
2011
Arabidopsis thaliana
2, 3
lab
Microarray
Crassostrea gigas
2
lab
Microarray
Chapman et al. 2009
Crassostrea virginica
2
field
Microarray
Chapman et al. 2011
Crassostrea virginica
2
field
Microarray
Chapman et al. 2013
Senecio spp.
1
lab
RNAseq
Chaudhary et al. 2008
Gossypium barbadense
2
lab
Microarray
Chelaifa et al. 2010
Spartina spp.
1
lab
Microarray
Chelaifa et al. 2010b
Spartina spp.
1
lab
Microarray
Chen et al. 2010
Locusta migratoria
1
lab
RNAseq
Chen et al. 2011
Balanus amphitrite
1
lab
RNAseq
Chen et al. 2013
Vitis vinifera
1
lab
Microarray
Chen, M. et al. 2012
1
lab
RNAseq
Chen, Z. et al. 2012
multiple
Methanolobus
psychrophilus R15
2
lab
RNAseq
Cheviron et al. 2008
Zonotrichia capensis
1, 2
field
Microarray
Cheviron et al. 2014
Peromyscus maniculatus
1, 3
both
RNAseq
Chiari et al. 2012
1
lab
RNAseq
Chu et al. 2012
multiple
Paradoxornis webbianus
bulomachus
1
field
RNAseq
Chun et al. 2008
Euprymna scolopes
2
field
Microarray
Clark et al. 2010
Laternula elliptica
2
lab
Microarray
Clark et al. 2012
Desulfovibrio vulgaris
1, 3
lab
Microarray
Coate and Doyle 2010
Glycine dolichocarpa
1
lab
Microarray
3
Coate et al. 2013
Glycine dolichocarpa
1, 3
lab
RNAseq
Cohen et al. 2007
multiple
1
lab
Microarray
Collén et al. 2007
Chondrus crispus
2
lab
Microarray
Colombo et al. 2013
multiple
1, 3
field
RNAseq
Comeault et al. 2012
Timema cristinae
1
field
RNAseq
Conaco et al. 2012
Conant and Wagner
2004
Connor and Gracey
2011
Amphimedon queenslandica
1
field
RNAseq
Caenorhabditis elegans
3
lab
Microarray
Mytilus californianus
1
both
Microarray
Cook et al. 2011
Dolerus spp.
1
field
RNAseq
Coppe et al. 2010
Corredor-Adámez et al.
2005
Anguilla anguilla
1
field
RNAseq
Danio rerio
1
lab
Microarray
Cseke et al. 2009
Populus tremuloides
1
field
Microarray
Cui et al. 2013
multiple
1
lab
RNAseq
Cullingham et al. 2013
Pinus spp.
1
field
RNAseq
Czesny et al. 2012
Alosa pseudoharengus
1
field
RNAseq
Czypionka et al. 2012
Cottus spp.
1
lab
Microarray
Davidson et al. 2012
multiple
1
lab
RNAseq
de Boer et al. 2011
Folsomia candida
2
field
Microarray
de Carvalho et al. 2013
De Wit and Palumbi
2013
Spartina spp.
1
lab
RNAseq
Haliotis rufescens
1
field
RNAseq
Debes et al. 2012
Salmo salar
1, 2
lab
Microarray
Denekamp et al. 2011
Brachionus plicatilis
1
lab
RNAseq
Denver et al. 2005
Caenorhabditis elegans
1
lab
Microarray
Der et al. 2011
Derome and Bernatchez
2006
Pteridium aquilinum
1
lab
RNAseq
Coregonus artedi
1
field
Microarray
Derome et al. 2006
Coregonus clupeaformis
1
field
Microarray
Derome et al. 2008
Coregonus spp.
1, 3
lab
Microarray
Des Marais et al. 2012
Arabidopsis thaliana
1, 2
lab
Microarray
DeSalvo et al. 2008
Montastraea faveolata
2
lab
Microarray
DeSalvo et al. 2010
Acropora palmata
2
field
Microarray
DeSalvo et al. 2010b
Montastraea faveolata
1, 2
lab
Microarray
Dhar et al. 2011
Domazet-Loso and
Tautz, et al. 2010
Saccharomyces cerevisiae
2, 3
lab
Microarray
Danio rerio
1
lab
Microarray
Doroszuk et al. 2012
Drosophila melanogaster
1, 3
lab
Microarray
4
dos Santos Ferreira et
al. 2007
Euglena gracilis
2
lab
Microarray
Dou et al. 2013
Liposcelis bostrychophila
1
lab
RNAseq
Douglas et al. 2011
Buchnera aphidicola
2
lab
Microarray
Dowen et al. 2012
Arabidopsis thaliana
2, 3
lab
RNAseq
Drew et al. 2012
Danio rerio
1, 3
lab
Microarray
Dudycha et al. 2012
Daphnia spp.
1
lab
Microarray
Dunning et al. 2013
Micrarchus nov. sp. 2
2
lab
RNAseq
Durban et al. 2011
multiple
1
lab
RNAseq
Dworkin et al. 2009
Drosophila melanogaster
1
lab
Microarray
Ekblom et al. 2012
Philomachus pugnax
1, 3
lab
RNAseq
Elmer et al. 2010
Amphilophus spp.
1
lab
RNAseq
Etebari et al. 2011
Plutella xylostella
2
lab
RNAseq
Evans et al. 2008
Gillichthys mirabilis
2
lab
Microarray
Evans et al. 2011
1, 2
field
Microarray
Evans et al. 2013
Ewen-Campen et al.
2011
Oncorhynchus nerka
Strongylocentrotus
purpuratus
2
lab
Microarray
Oncopeltus fasciatus
1
lab
RNAseq
Fabro et al. 2008
Arabidopsis thaliana
2
lab
Microarray
Fan et al. 2012
Bacillus amyloliquefaciens
2
lab
Microarray
Fan et al. 2013
Salicornia europaea
2
lab
RNAseq
Fang et al. 2013
Caulobacter crescentus
1
lab
RNAseq
Fehsenfeld et al. 2011
Carcinus maenas
2
lab
Microarray
Feldmeyer et al. 2014
Temnothorax longispinosus
1, 3
lab
RNAseq
Ferreira et al. 2013
Polistes canadensis
1, 3
field
RNAseq
Filteau et al. 2013
Coregonus cupleaformis
1
lab
Microarray
Fonsesca et al. 2011
Pseudomonas putida
2
lab
Microarray
Frangipani et al. 2014
Pseudomonas aeruginosa
3
lab
Microarray
Freitak et al. 2012
Tribolium castaneum
1, 2
lab
Microarray
Friedrich et al. 2011
Ptomaphagus hirtus
1
lab
RNAseq
Fu and He 2012
Hypophthalmichthus molitrix
1
field
RNAseq
Gallagher et al. 2008
Oncorhynchus kisutch
1
lab
Microarray
Galletti et al. 2013
Rickettsia rickettsii
2
lab
Microarray
Ganot et al. 2011
Anemonia viridis
1
lab
Microarray
Garcia et al. 2012
Garcia-Vedrenne et al.
2013
Drosophila melanogaster
2, 3
lab
Microarray
Quahog Parasite Unknown
2
lab
RNAseq
Genissel et al. 2008
Drosophila melanogaster
1
lab
Microarray
5
Geraldes et al. 2011
Populus trichocarpa
1
lab
RNAseq
Gierga et al. 2012
Synechoccus spp.
1, 2
lab
Microarray
Giger et al. 2008
Salmo spp.
1
field
Microarray
Gioti et al. 2012
Drosophila melanogaster
1, 3
lab
Microarray
Gioti et al. 2013
Neurospora spp.
1
lab
RNAseq
Goetz et al. 2010
Salvelinus namaycush
1, 3
lab
RNAseq
Goltsev et al. 2009
Anopheles gambiae
1
lab
Microarray
Gomulski et al. 2012
Ceratitis capitata
1
lab
Microarray
Gracey et al. 2004
Cyprinus carpio
2
lab
Microarray
Gracey et al. 2008
Granados-Cifuentes et
al. 2013
Mytilus californianus
2
field
Microarray
Acropora millepora
1
lab
Microarray
Gross, J. et al. 2013
Astyanax mexicanus
1
lab
RNAseq
Gross, S. et al. 2013
Grostern and AlvarezCohen 2013
Agave spp.
Pseudonocardia
dioxanivorans
1
field
RNAseq
2
lab
Microarray
Grumaz et al. 2013
Candida spp.
1
lab
RNAseq
Gu et al. 2013
Aphis gossypii
1, 2, 3
lab
RNAseq
Guggisberg et al. 2013
Cirsium arvense L.
1, 2
lab
Microarray
Gui et al. 2013
Sousa chinensis
1
field
RNAseq
Gunter et al. 2013
Astatoreochromis alluaudi
1, 2
lab
RNAseq
Guo et al. 2013
Pungitius pungitius
1
lab
RNAseq
Hall et al. 2013
Pinus spp.
1
field
RNAseq
Hanson et al. 2013
Brachionus calyciflorus
1
lab
RNAseq
Harms et al. 2013
Hyas araneus
1
lab
RNAseq
Harr et al. 2010
Mus spp.
1
lab
RNAseq
Harris et al. 2013
Peromyscus leucopus
1
field
RNAseq
He et al. 2010
Desulfovibrio vulgaris
2, 3
lab
Microarray
Healy et al. 2010
Fundulus heteroclitus
2
field
Microarray
Heath et al. 2012
Medicago truncatula
1
lab
Microarray
Hegarty et al. 2005
Senecio spp.
1
lab
Microarray
Hegarty et al. 2009
Senecio spp.
1, 2
lab
Microarray
Henning et al. 2013
Amphilophus citrinellus
1, 3
lab
RNAseq
Herranz et al. 2013
Drosopihila melanogaster
2
lab
Microarray
Hershkovitz et al. 2013
Metschnikowia fructicola
1, 2
lab
RNAseq
Hewson et al. 2009
Crocosphaera watsonii
1
field
RNAseq
Hines et al. 2012
Heliconius erato
1, 3
lab
Microarray
Hocher et al. 2011
multiple
1
lab
Microarray
6
Hodgins et al. 2014
Ambrosia artemisiifolia
1, 2
field
Microarray
Hoffman et al. 2011
Arctocephalus gazella
1
field
RNAseq
Hohnjec et al. 2005
Medicago truncatula
1, 2
lab
Microarray
Holliday et al. 2008
Picea sitchensis
1, 2
lab
Microarray
Hori et al. 2013
Gadus morhua
2
lab
Microarray
Horvarth et al. 2005
Euphorbia esula
2
lab
Microarray
Hou et al. 2012
Loxodonta africana
1
lab
Microarray
Hoy et al. 2013
Metaseiulus occidentalis
1
lab
RNAseq
Hull et al. 2013
Lygus hesperus
1
lab
RNAseq
Hüning et al. 2013
Mytilus edulis
2
lab
RNAseq
Huth and Place 2013
Trematomus bernacchii
2
lab
RNAseq
Hwang et al. 2008
Ibarra-Laclette et al.
2011
Oncorhynchus kisutch
2
lab
Microarray
Utricularia gibba
1
field
RNAseq
Ignatov et al. 2010
Immonen and Ritchie
2012
Mycobacterium avium
1
lab
RNAseq
2
lab
Microarray
Isanapong et al. 2013
Drosophila melanogaster
Diplosphaera colotermitum
TAV2
1
lab
Microarray
Jammes et al. 2005
Arabidopsis thaliana
2
lab
Microarray
Jansen et al. 2013
Daphnia magna
2
lab
Microarray
Janz et al. 2010
Populus spp.
2, 3
lab
Microarray
Jeffries et al. 2012
Oncorhynchus nerka
2
lab
Microarray
Jeffries et al. 2014
Oncorhyncus spp.
1, 2
lab
RNAseq
Jeukens et al. 2010
Coregonus clupeaformis
1
field
RNAseq
Jeyasingh et al. 2011
Daphnia pulex
2, 3
lab
Microarray
Jiang et al. 2009
Jiménez-Guri et al.
2013
Johansson, F. et al.
2013
Johansson, H. et al.
2013
Drosophila spp.
1
lab
Microarray
multiple
1
lab
RNAseq
Rana temporaria
2, 3
lab
Microarray
Formica exsecta
1
lab
RNAseq
Johnson et al. 2012
Karenia brevis
1, 2
lab
Microarray
Jouaux et al. 2013
Crassostrea gigas
1, 2
field
Microarray
Kaakoush et al. 2009
multiple
2
lab
Microarray
Kadam et al. 2008
Myxococcus xanthus
1, 3
lab
Microarray
Kalyuzhnaya et al. 2010
Methylotenera mobilis
1
lab
Microarray
Kanter et al. 2013
Ambrosia artemisiifolia
2, 3
lab
RNAseq
Kao et al. 2008
Saccharomyces cerevisiae
1, 3
lab
Microarray
7
Kao et al. 2013
Schmidtea mediterranea
1
lab
RNAseq
Kaplinsky et al. 2013
Trachemys scripta
1
lab
RNAseq
Karkiuki et al. 2010
Brugia spp
1
lab
Microarray
Kassahn et al. 2007
Pomecentrus moluccensis
2
lab
Microarray
Katoh et al. 2004
Anabaena
2
lab
Microarray
Kawanabe et al. 2012
Arabidopsis spp.
1
lab
Microarray
Keeling et al. 2012
Dendoctonus ponderosae
1
field
RNAseq
Kegel et al. 2013
Emiliania huxleyi
1, 3
lab
Microarray
Kelley et al. 2012
Poecilia mexicana
1
field
RNAseq
Kempema et al. 2007
Arabidopsis thaliana
2
lab
Microarray
Kersten et al. 2013
2
lab
RNAseq
Khaitovich et al. 2005
Quercus rober L.
Pan troglodytes, Homo
sapiens
1
lab
Microarray
Kijimoto et al. 2009
Onthophagus taurus
1
lab
Microarray
Kim et al. 2010
Dunaliella salina
2
lab
Microarray
Kim et al. 2013
Pseudomonas putida
2
lab
RNAseq
Kimura et al. 2011
Dokdonia sp. MED134
2
lab
RNAseq
Kitano et al. 2011
Gasterosteus aculeatus
1, 3
lab
Microarray
Kobayashi et al. 2013
Shorea beccariana
2, 3
field
RNAseq
Konotchick et al. 2013
Macrocystis pyrifera
1
field
RNAseq
Kozak et al. 2014
Lucania spp.
1, 3
lab
RNAseq
Kunster et al. 2010
multiple
1
lab
RNAseq
Kusnierczyk et al. 2008
2, 3
lab
Microarray
Küster et al. 2007
Arabidopsis thaliana
Medicago truncatula, Glomus
intraradices, Amanita
muscaria
1
lab
Microarray
Kvist et al. 2013
Meliteaea cinxia
1, 2
lab
Microarray
Lai et al. 2008
Helianthus annus
1, 2
lab
Microarray
Lang et al. 2009
Crassostrea gigas
1, 2
lab
Microarray
Latta et al. 2012
Daphnia pulex
2
lab
Microarray
Le Trionnaire et al. 2009
Acyrthosiphon pisum
1, 3
lab
Microarray
Le Trionnaire et al. 2012
Acyrthosiphon pisum
1
lab
Microarray
Leakey et al. 2009
Glycine max
1, 3
field
Microarray
Lee et al. 2011
Dehalococcoides spp.
3
lab
Microarray
Lee et al. 2013
Laodelphax striatellus
1
lab
RNAseq
Lehnert et al. 2012
Aiptasia pallida
1
lab
RNAseq
Lei et al. 2014
Plutella xylostella
2
lab
RNAseq
Lemay et al. 2013
Oncorhynchus nerka
1
field
RNAseq
8
Lemay et al. 2013b
Lemmetyinen et al.
2013
Lewandowska-Sabat et
al. 2012
Ochotona princeps
1
field
RNAseq
Salmo salar
1
lab
Microarray
Arabidopsis thaliana
1
field
Microarray
Li and Brouwer 2013
Palaemonetes pugio
2, 3
field
Microarray
Li et al. 2013
Chrysopa pallens
1
lab
RNAseq
Li, A. et al. 2012
Larix spp.
1
field
Microarray
Li, BW et al. 2012
Brugia malayi
1
lab
Microarray
Li, J. et al. 2012
Helicoverpa armigera
1
lab
RNAseq
Li, S. et al. 2012
Cnaphalocrocis medinalis
1
lab
RNAseq
Lin et al. 2014
Tetraclita japonica formosana
1, 3
field
RNAseq
Liu et al. 2012
Aphis glycines
1
lab
RNAseq
Liu, G. et al. 2013
multiple
1
lab
RNAseq
Liu, Z. et al. 2013
Lockwood and Somero
2011
Vicia sativa
1
lab
RNAseq
Mytilus spp.
1, 2
lab
Microarray
Lockwood et al. 2010
Mytilus spp.
1, 2
lab
Microarray
Logacheva et al. 2011
Fagopyrum spp.
1
lab
RNAseq
Lorenz et al. 2010
Pinus taeda
2
lab
Microarray
Lowe et al. 2011
2
lab
RNAseq
Ludeman et al. 2014
Oxyrrhis marina
Ephydatia muelleri, Spongilla
lacustris
3
lab
RNAseq
Lundberg et al. 2013
Phylloscopus trochilus
1
field
RNAseq
Lv et al. 2013
Portunus trituberculatus
2
lab
RNAseq
Maaty et al. 2009
Sulfolobus solfataricus
2, 3
lab
Microarray
Malenke et al. 2013
Neotoma lepida
1, 2
lab
Microarray
Malone et al. 2006
Xenopus spp.
1
both
Microarray
Mancia et al. 2008
Tursiops truncatus
2
field
Microarray
Mancia et al. 2010
Tursiops truncatus
1
field
Microarray
Mancia et al. 2012
Zalophus californianus
2, 3
field
Microarray
Mane et al. 2007
Arabidopsis thaliana
2
lab
Microarray
Manfredini et al. 2014
Solenopsis invicta
1, 2
lab
Microarray
Manousaki et al. 2013
Amphilophus citrinellus
1, 3
field
RNAseq
Margres et al. 2013
Micrurus fulvius
1
lab
RNAseq
Marinković et al. 2012
Chironomus riparius
1
lab
RNAseq
Marques et al. 2008
Martens-Uzunova et al.
2008
Danio rerio
2, 3
lab
Microarray
Aspergillus niger
1, 3
lab
Microarray
9
Martin et al. 2006
Salmo salar
2
lab
Microarray
Martinez et al. 2009
Postia placenta
3
lab
Microarray
Mattila et al. 2012
Stegodyphus spp.
1
lab
RNAseq
Matz et al. 2008
Pseudomonas aeruginosa
2
field
Microarray
Matzkin 2012
Drosophila mojavensis
1
lab
Microarray
Maughan et al. 2009
Bacillus subtilis
3
lab
Microarray
Mauter et al. 2013
Escherichia coli
2
lab
Microarray
Mavarez et al. 2009
Salvelinus fontinalis
1
lab
Microarray
McCoy et al. 2014
Euphydryas gillettii
1
field
RNAseq
McDonnell et al. 2013
Apis mellifera
2
lab
RNAseq
McKain et al. 2012
multiple
1
lab
RNAseq
Meier et al. 2014
Salmo trutta
3
field
Microarray
Mela et al. 2011
multiple
2, 3
lab
Microarray
Meng et al. 2013
Sinocyclocheilus spp.
1
lab
RNAseq
Meyer et al. 2011
Acropora millepora
2
lab
RNAseq
Mezey et al. 2008
Drosophila spp.
1
lab
Microarray
Michely et al. 2013
Ostreococcus tauri
1
lab
Microarray
Milan et al. 2011
Ruditapes phillippinarum
1, 2
lab
RNAseq
Milan et al. 2013
Ruditapes phillippinarum
1, 2
field
Microarray
Miller et al. 2012
Sphenodon punctatus
1
lab
RNAseq
Mittapalli et al. 2010
Agrilus planipennis
1
field
RNAseq
Mok et al. 2007
Plasmodium falciparum
1
lab
Microarray
Moreno-Paz et al. 2010
Leptospirillum spp.
1
field
Microarray
Moriwaki et al. 2010
Arabidopsis thaliana
2
lab
Microarray
Moya et al. 2012
Moyers and Rieseberg
2013
Mukhopadhyay et al.
2006
Anemonia viridis
2
lab
Microarray
Helianthus annuus
1, 3
field
RNAseq
Desulfovibrio vulgaris
2
lab
Microarray
Nagano et al. 2012
Oryza sativa
1, 2
field
Microarray
Natt et al. 2012
Gallus gallus
1
lab
Microarray
Navarro et al. 2013
Dreissena polymorpha
1, 2, 3
field
Microarray
Newton et al. 2013
Lates calcarifer
1, 2, 3
lab
RNAseq
Nguyen et al. 2012
Helicoverpa zea
1
lab
RNAseq
Nikinmaa et al. 2013
Nipitwattanaphon et al.
2013
Gasterosteus aculeatus
3
lab
Microarray
Solenopsis invicta
1
lab
Microarray
Niu, D. et al. 2013
Sinonovacula constricta
1
field
RNAseq
10
Niu, S. et al. 2013
Pinus tabuliformis
1
lab
RNAseq
Norman et al. 2014
Salvelinus alpinus
1, 2, 3
lab
RNAseq
Nota et al. 2010
Folsomia candida
2
lab
Microarray
Novo et al. 2013
multiple
1
field
RNAseq
Nowack et al. 2011
Paulinella chomatophora
1
lab
RNAseq
Nyberg et al.2012
Pristina leidyi
1
lab
RNAseq
Nygren et al. 2012
1
lab
Microarray
O'Donnell et al. 2010
Neurospora intermedia
Strongylocentrotus
purpuratus
2
lab
Microarray
Ometto et al. 2012
Solenopsis spp.
1
lab
Microarray
Ometto et al. 2013
Drosophila suzukii
1
lab
RNAseq
Osada et al. 2006
Drosophila melanogaster
1
lab
Microarray
Overgaard et al. 2010
Drosophila melanogaster
2
lab
Microarray
Ozawa et al. 2012
Padilla-Gamiño et al.
2013
multiple
Strongylocentrotus
purpuratus.
2, 3
lab
RNAseq
2, 3
lab
Microarray
Pagarete et al. 2011
multiple
2
field
Microarray
Page et al. 2013
Ambystoma spp.
1
lab
Microarray
Pallavicini et al. 2013
Latimeria menadoensis
1
lab
RNAseq
Palumbi et al. 2014
Acropora hyacinthus
1, 2
both
RNAseq
Pandey et al. 2008
Nicotiana attenuata
2, 3
lab
RNAseq
Parikh et al. 2010
Dictyostelium spp.
1
lab
RNAseq
Park et al. 2008
Populus deltoides
1
lab
Microarray
Patell et al. 2010
Pseudomonas aeruginosa
1
lab
Microarray
Patzelt et al. 2013
Dinoroseobacter shibae
3
lab
Microarray
Pauchet et al. 2009
Chrysomela tremulae
1
lab
RNAseq
Pavey et al. 2011
Oncorhynchus nerka
1
field
Microarray
Pellino et al. 2013
Ranunculus auricomus spp.
1
field
RNAseq
Pellizzari et al. 2013
Sparus aurata
2
lab
Microarray
Peng et al. 2011
Nilaparvata lugens
1
lab
RNAseq
Perdiguero et al. 2013
Pinus pinaster
2
lab
Microarray
Perez-Porro et al. 2013
Crella elegans
1
field
RNAseq
Philipp et al. 2012
2
lab
RNAseq
Philippe et al. 2010
Mytilus edulis
Populus trichocarpa x
deltoides
2, 3
lab
Microarray
Pierce et al. 2012
Elysia chlorotica
1
lab
RNAseq
Pina et al. 2005
Arabidopsis thaliana
1
lab
Microarray
Piveteau et al. 2011
Listeria monocytogenes
1, 2
lab
Microarray
11
Place et al. 2012
Mytilus californianus
1, 2
field
Microarray
Plett et al. 2010
Populus trumula x alba
1
lab
Microarray
Poelchau et al. 2011
Aedes albopictus
1
lab
RNAseq
Poelchau et al. 2013
Aedes albopictus
1, 2
lab
RNAseq
Polato et al. 2010
Montastraea faveolata
2
lab
Microarray
Polato et al. 2011
Acropora palmata
1, 2
lab
RNAseq
Polato et al. 2013
Acropora palmata
1, 2
field
Microarray
Pontes et al. 2008
Sodalis glossinidius
1
lab
Microarray
Porcelli et al. 2013
Campylobacter jejuni
1
lab
RNAseq
Portune et al. 2010
Acropora palmata
1, 2
lab
Microarray
Pravosudov et al. 2013
Poecile atricapillus
1, 3
lab
RNAseq
Prince et al. 2010
Tribolium castaneum
1
lab
Microarray
Prosdocimi et al. 2011
multiple
1
field
RNAseq
Provost et al. 2011
Spodoptera frugiperda
2, 3
lab
Microarray
Qiao et al. 2013
Odorrana margaretae
1
field
RNAseq
Rajpurohit et al. 2013
Renaut and Bernatchez
2011
Drosophila mojavensis
1, 2
lab
Microarray
Coregonus spp.
1, 3
lab
Microarray
Renaut et al. 2009
Coregonus cupleaformis
1
lab
Microarray
Renaut et al. 2010
Coregonus spp.
1
lab
RNAseq
Renaut et al. 2011
Coregonus clupeaformis
1
field
RNAseq
Renaut et al. 2014
Rendón-Anaya et al.
2012
Helianthus spp.
Centruroides noxius
Hoffmann
1
lab
RNAseq
1
lab
RNAseq
Rensink et al. 2005
Solanacae family
1
lab
Microarray
Rey et al. 2013
Danio rerio
1, 3
lab
Microarray
Ribeiro et al. 2012
Antricola delacruzi
1
field
RNAseq
Richards et al. 2012
Arabidopsis thaliana
1, 2
field
Microarray
Richier et al. 2008
Anthopleura elegantissima
2
lab
Microarray
Riley et al. 2014
Rhizophagus spp.
1
lab
RNAseq
Rinker et al. 2013
Anopheles spp.
3
lab
RNAseq
Roberge et al. 2007
Salmo salar
1
lab
Microarray
Roberge et al. 2008
Salmo salar
Lithobates clamitans,
Pseudacris regilla
2
lab
Microarray
1
lab
RNAseq
Populus trichocarpa
1
field
Microarray
Anthopleura elegantissima
2
lab
Microarray
Robertson et al. 2014
Rodgers-Melnick et al.
2012
Rodriguez-Lanetty et al.
2006
12
Roeding et al. 2009
Pandinus imperator
1
lab
RNAseq
Rokitta et al. 2011
Emiliana huxleyi
1
lab
Microarray
Ronges et al. 2012
Petrolisthes cinctipes
2, 3
lab
Microarray
Rosenblum et al. 2012
Rana spp.
2
lab
Microarray
Salcedo et al. 2012
Heterocapsa circularisquama
1
lab
RNAseq
Salem et al. 2006
Oncorhynchus mykiss
1
lab
Microarray
Samils et al. 2013
Neurospora tetrasperma
1
lab
Microarray
Sanogo et al. 2011
Gasterosteus aculeatus
2
lab
Microarray
Sanogo et al. 2012
Gasterosteus aculeatus
1, 2
lab
Microarray
Santos et al. 2008
Danio rerio
1
lab
Microarray
Sass et al. 2013
Burkholderia cenocepacia
2, 3
lab
Microarray
Sauvage et al. 2010
Salvelinus fontinalis
2
lab
Microarray
Schmidt et al. 2013
Schnitzler and Weis
2010
Chironomus spp.
1
lab
RNAseq
Fungia scutaria
1, 2
lab
Microarray
Schoville et al. 2012
Tigriopus californicus
1
lab
RNAseq
Schramm et al. 2006
Arabidopsis thaliana
2
lab
Microarray
Schwartz, J. et al. 2010
Elysia chlorotica
1
lab
RNAseq
Schwartz, T. et al. 2010
Thamnophis elegans
1
both
RNAseq
Schweizer et al. 2013
Arabidopsis thaliana
2
lab
Microarray
Scully et al. 2013
Anoplophora glabripennis
1
lab
RNAseq
Seeb et al. 2011
Sellin Jeffries et al.
2012
Oncorhynchus keta
1
field
RNAseq
Pimephales promelas
2
field
Microarray
Sen et al. 2013
Reticulitermes flavipes
2
lab
Microarray
Seo et al. 2012
multiple
2
lab
Microarray
Seto and Tamura 2013
Drosophila spp.
1, 2
lab
RNAseq
Shaw et al. 2012
Artibeus jamaicensis
1
lab
RNAseq
Shi et al. 2013
Reaumuria soongorica
1
field
RNAseq
Shiao et al. 2012
Mus musculus
1
lab
RNAseq
Shin et al. 2012
multiple
1
lab
RNAseq
Sikhakolli et al. 2012
Fusarium spp.
1
lab
RNAseq
Sinha et al. 2012
multiple
1
lab
Microarray
Sloan et al. 2012
Silene vulgaris
1
lab
RNAseq
Small et al. 2009
Danio rerio
1
lab
Microarray
Small et al. 2013
Syngnathus spp.
1
lab
RNAseq
Smith, G. et al. 2013
Drosophila mojavensis
2, 3
lab
RNAseq
Smith, S. et al. 2013
Melanotaenia duboulayi
1, 2
lab
RNAseq
13
Sneddon et al. 2005
Oncorhynchus mykiss
1
lab
Microarray
Snell-Rood et al. 2010
Onthophagus taurus
1
lab
Microarray
Soós et al. 2012
Lactuca sativa
2, 3
lab
Microarray
Spiess et al. 2012
Quercus robur
2, 3
lab
Microarray
Srinivasan et al. 2013
Panagrellus redivivus
1
lab
RNAseq
StCyr et al. 2008
Coregonus spp.
1, 3
both
Microarray
Stillman et al. 2009
Petrolisthes cinctipes
2
lab
Microarray
Stoll et al. 2009
Blochmannia floridanus
1
lab
Microarray
Su et al. 2013
Phalaenopsis aphrodite
3
lab
Microarray
Sun et al. 2012
Pomacea canaliculata
1
lab
RNAseq
Sussarellu et al. 2010
Crassostrea gigas
2
lab
Microarray
Sutherland et al. 2012
Lepeophtheirus salmonis
2
lab
Microarray
Szoevenyi et al. 2011
Funaria hygrometrica
1
lab
RNAseq
Szoevenyi et al. 2013
Funaria hygrometrica
1
lab
RNAseq
Tatematsu et al. 2005
Arabidopsis thaliana
1
lab
Microarray
Taylor et al. 2005
Populus x euramericana
2
lab
Microarray
Teo et al. 2009
Gracilaria changii
2
lab
Microarray
Teulier et al. 2012
Aptenodytes patagonicus
1, 3
field
Microarray
Thompson et al. 2011
Prochlorococcus spp.
2
lab
Microarray
Timmerhaus et al. 2012
Salmo salar
2
lab
Microarray
Timmermans et al. 2009
Timmins-Schiffman et
al. 2013
Folsomia candida
2
lab
Microarray
multiple
1
lab
RNAseq
Tisch and Schmoll 2013
Trichoderma reesei
2
lab
Microarray
Tisserant et al. 2011
Tuber melanosporum
1
lab
RNAseq
Tisserant et al. 2012
Todgeham and
Hofmann 2009
Toffano-Nioche et al.
2012
Glomus intraradices
Strongylocentrotus
purpuratus
1
lab
RNAseq
2
lab
Microarray
Vibrio splendidus
1
lab
RNAseq
Tomasch et al. 2011
Dinoroseobacter shibae
2
lab
Microarray
Toth et al. 2010
Polistes metricus
1
field
Microarray
Toullec et al. 2013
Euphausia crystallorophias
1
field
RNAseq
Traeger et al. 2013
multiple
1, 2
lab
RNAseq
Travers et al. 2010
Andropogon gerardii
2
field
Microarray
14
Traylor-Knowles et al.
2011
Pocillopora damicornis
1, 2
lab
RNAseq
Truebano et al. 2010
Tsagkogeorga et al.
2010
Latemula elliptica
2
lab
Microarray
Microcosmus squamiger
1
field
RNAseq
Tymchuk et al. 2010
Salmo salar
1
both
Microarray
Tzika et al. 2011
multiple
1
lab
RNAseq
Uebbing et al. 2013
Ficedula albicollis
1
field
RNAseq
Unal et al. 2013
Calanus finmarchicus
1
field
Microarray
Valles et al. 2012
van de Mortel et al.
2012
Nylanderia pubens
1
lab
RNAseq
Arabidopsis thaliana
2, 3
lab
RNAseq
Thoracosphaera heimii
Folsomia candida,
Protaphorura fimata
2
lab
RNAseq
2
lab
Microarray
Azospirillum brasilense
2
lab
Microarray
Gryllus firmus
1, 3
lab
RNAseq
Vences et al. 2013
Rana spp.
1
field
RNAseq
Venier et al. 2006
Mytilus galloprovincialis
2
lab
Microarray
Vera et al. 2008
Melitaea cinxia
1
field
RNAseq
Vercruysse et al. 2011
Rhizobium etli
2, 3
lab
Microarray
Vermeulen et al. 2013
Drosophila melanogaster
1, 2
lab
Microarray
Verta et al. 2013
Picea glauca
1
field
Microarray
Vesala et al. 2012
Drosophila spp.
2
lab
Microarray
Vezzi et al. 2005
Photobacterium profundum
1
lab
Microarray
Vicoso et al. 2013
multiple
1
both
RNAseq
Vidal-Dupiol et al. 2013
Voelckel and Baldwin
2004
Pocillopora damicornis
2
lab
RNAseq
Nicotiana attenuata
2
lab
Microarray
Volkers et al. 2013
von Reumont et al.
2014
von Schalburg et al.
2008
Caenorhabditis elegans
1, 3
lab
Microarray
Speleonectes tulumensis
3
field
RNAseq
Oncorhynchus mykiss
1
field
Microarray
Vonk et al. 2013
Ophiophagus hannah
1
lab
RNAseq
Voolstra et al. 2009
multiple
1, 2
lab
Microarray
Vornanen et al. 2005
Oncorhynchus mykiss
2
lab
Microarray
Van de Waal et al. 2013
van Ommen Kloeke et
al. 2012
Van Puyvelde et al.
2011
Vellichirammal et al.
2014
15
Wägele et al. 2011
multiple
1
lab
RNAseq
Wang et al. 2013
Chlamys farreri
1
lab
RNAseq
Wang, H. et al. 2012
Locusta migratoria
1, 2
lab
Microarray
Wang, M et al. 2011
Anopheles gambiae
2
lab
Microarray
Wang, S. et al. 2011
Metarhizium robertsii
1, 3
lab
Microarray
Wang, X. et al. 2011
Bemisia tabaci
1
lab
RNAseq
Wang, X. et al. 2012
Bemisia tabaci
1
lab
RNAseq
Wang, X. et al. 2014
Locusta migratoria
1
lab
RNAseq
Wang, Z. et al. 2014
Neurospora crassa
2
lab
Microarray
Warr et al. 2007
Anopheles gambiae
1
lab
Microarray
Wayne et al. 2010
Drosophila spp.
2
lab
Microarray
Webster et al. 2011
Lagopus lagopus scoticus
2
field
Microarray
Wei, D. et al. 2013
Liposcelis entomophila
1
lab
RNAseq
Wei, X. et al. 2013
Barbarea vulgaris
2
lab
RNAseq
Weiss et al. 2013
Wellband and Heath
2013
Acropora millepora
1
lab
RNAseq
Oncorhynchus mykiss
1, 2
lab
Microarray
Wenzel et al. 2013
Lagopus lagopus
2
field
Microarray
Werner et al. 2013
Patella vulgata
1
lab
RNAseq
Wertheim et al. 2011
Drosophila melanogaster
2
lab
Microarray
Wheat et al. 2011
Melitaea cinxia
1, 2
lab
Microarray
Whitehead et al. 2010
Fundulus heteroclitus
1, 2
lab
Microarray
Whitehead et al. 2011
Fundulus heteroclitus
2
both
Microarray
Whitehead et al. 2011b
Fundulus heteroclitus
1, 2
both
Microarray
Whitehead et al. 2012
Fundulus spp.
2
field
Microarray
Whitehead et al. 2012b
Fundulus heteroclitus
2
lab
Microarray
Whitehead et al. 2012c
Fundulus heteroclitus
2, 3
lab
Microarray
Whitehead et al. 2013
Fundulus spp.
1, 2, 3
lab
Microarray
Whiteley et al. 2008
Coregonus spp.
1, 3
lab
Microarray
Whiteman et al. 2012
Whittle and
Johannesson 2013
Scaptomyza flava
1, 3
lab
RNAseq
1
lab
Microarray
Wier et al. 2010
Neurospora crassa
Euprymna scolopes, Vibrio
fischeri
1
field
Microarray
Williams et al. 2008
Platichthys flesus
2
lab
Microarray
16
Wisecaver and Hackett
2010
multiple
1
lab
RNAseq
Wolf et al. 2010
Corvus corone
1
field
RNAseq
Wong et al. 2013
Tachyglossus aculeatus
3
lab
RNAseq
Woodard et al. 2011
multiple
1
field
RNAseq
Wurmsur et al. 2011
Drosophila spp.
1
lab
Microarray
Xi et al. 2008
Drosophila melanogaster
2, 3
lab
Microarray
Xiang et al. 2010
Lateolabrax japonicus
2
lab
RNAseq
Xu and James 2012
Megachile rotundata
2, 3
lab
Microarray
Xu et al. 2012
Sogatella furcifera
2
lab
RNAseq
Xu et al. 2013
Leuciscus waleckii
1, 2
field
RNAseq
Xue et al. 2010
Nilaparvata lugens
1
lab
RNAseq
Yampolsky et al. 2012
Drosophila melanogaster
2
lab
Microarray
Yanai et al. 2011
Xenopus spp.
1
lab
Microarray
Yang et al. 2011
Alexandrium minutum
2
lab
Microarray
Yang et al. 2012
Rana spp.
1
field
RNAseq
Yek et al. 2013
Acromyrmex echinatior
2
lab
RNAseq
Ying et al. 2013
Escherichia coli
2
lab
Microarray
Yoo et al. 2010
Yoshida and Ogura
2011
Nuphar advena
1
field
Microarray
Idiosepius paradoxus
1
lab
Microarray
Yuan et al. 2012
Deinococcus gobiensis
2
lab
RNAseq
Yuan et al. 2013
Litopenaeus vannamei
1
lab
RNAseq
Yudkovski et al. 2010
Lithognathus mormyrus
1, 2
field
Microarray
Zahn et al. 2010
Eschscholzia californica
1
lab
Microarray
Zakas et al. 2012
Streblospio benedicti
1
lab
RNAseq
Zhai et al. 2013
Nilaparvata lugens
1
lab
RNAseq
Zhang et al. 2006
Methanosarcina barkeri
2
lab
Microarray
Zhang et al. 2011
Xiphophorus maculatus
1
lab
RNAseq
Zhang et al. 2012
Arabidopsis thaliana
2
lab
Microarray
Zhang, L. et al. 2013
Primula spp.
1
field
RNAseq
Zhang, W. et al. 2013
Papilio spp.
1
both
RNAseq
Zhang, Y. et al. 2013
Sesamia inferens
1
lab
RNAseq
Zhao, S. et al. 2013
Collodictyon spp.
1
lab
RNAseq
17
Zhao, Z. et al. 2013
Helicoverpa armigera
2
lab
RNAseq
Zheng et al. 2012
Bactrocera dorsalis
1
lab
RNAseq
Zheng et al. 2013
Nannochloropsis spp.
1
lab
RNAseq
Zhou et al. 2013
Desulfovibrio vulgaris
2, 3
lab
Microarray
Zhou et al. 2014
Apostichopus japonicus
1
lab
RNAseq
Zhu et al. 2012
Tomicus yunnanensis
1
field
RNAseq
Zhu et al. 2013
Rhyacionia leptotubula
1
field
RNAseq
Zhu et al. 2014
Acipenser baerii
1
lab
RNAseq
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