CIS-BP Database: Catalog of Inferred Sequence Binding Preferences
CIS-BP Database: Catalog of Inferred Sequence Binding Preferences
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Welcome to CIS-BP, the online library of transcription factors and their DNA binding motifs.
Search for a TF
By Identifier
(e.g. Gata*, YEL009C, I$FTZ_01)
Browse TFs / Restrict Search for TFs
By Model Organism
Arabidopsis_thaliana
Caenorhabditis_elegans
Danio_rerio
Drosophila_melanogaster
Homo_sapiens
Mus_musculus
Neurospora_crassa
Rattus_norvegicus
Saccharomyces_cerevisiae
Xenopus_tropicalis
By Any Species
Acanthamoeba_castellanii
Acanthamoeba_polyphaga_mimivirus
Acanthocheilonema_viteae
Acipenser_baerii
Acremonium_chrysogenum
Acropora_formosa
Acropora_millepora
Acyrthosiphon_pisum
Aedes_aegypti
Aegilops_tauschii
Agaricus_bisporus
Ailuropoda_melanoleuca
Albugo_laibachii
Alligator_sinensis
Allomyces_macrogynus
Alternaria_brassicicola
Amanita_muscaria
Amborella_trichopoda
Amphimedon_queenslandica
Anas_platyrhynchos
Ancylostoma_caninum
Ancylostoma_ceylanicum
Ancylostoma_duodenale
Angiostrongylus_cantonensis
Angiostrongylus_costaricensis
Anisakis_simplex
Anncaliia_algerae
Anolis_carolinensis
Anopheles_albimanus
Anopheles_arabiensis
Anopheles_atroparvus
Anopheles_christyi
Anopheles_coluzzii
Anopheles_culicifacies
Anopheles_darlingi
Anopheles_dirus
Anopheles_epiroticus
Anopheles_farauti
Anopheles_funestus
Anopheles_gambiae
Anopheles_maculatus
Anopheles_melas
Anopheles_merus
Anopheles_minimus
Anopheles_quadriannulatus
Anopheles_sinensis
Anopheles_stephensi
Antirrhinum_majus
Apis_mellifera
Aplysia_californica
Aptenodytes_forsteri
Aquilegia_coerulea
Arabidopsis_lyrata
Arabidopsis_thaliana
Artemia_franciscana
Arthrobotrys_oligospora
Arthroderma_benhamiae
Arthroderma_otae
Ascaris_lumbricoides
Ascaris_suum
Ashbya_gossypii
Aspergillus_carbonarius
Aspergillus_clavatus
Aspergillus_flavus
Aspergillus_fumigatus
Aspergillus_nidulans
Aspergillus_niger
Aspergillus_oryzae
Aspergillus_ruber
Aspergillus_terreus
Astyanax_mexicanus
Atta_cephalotes
Aureobasidium_melanogenum
Aureobasidium_pullulans
Aureobasidium_subglaciale
Aureococcus_anophagefferens
Avian_erythroblastosis_virus
Avian_musculoaponeurotic_fibrosarco
Avian_myeloblastosis_virus
Avian_sarcoma_virus_17
Babesia_bovis
Batrachochytrium_dendrobatidis
Baudoinia_compniacensis
Beauveria_bassiana
Bigelowiella_natans
Biomphalaria_glabrata
Bipolaris_maydis
Bipolaris_oryzae
Bipolaris_sorokiniana
Bipolaris_victoriae
Bipolaris_zeicola
Blastomyces_dermatitidis
Blumeria_graminis
Boechera_stricta
Bombyx_mori
Bos_grunniens
Bos_taurus
Botryobasidium_botryosum
Botrytis_cinerea
Bovine_papillomavirus_type_2
Brachypodium_distachyon
Branchiostoma_floridae
Brassica_napus
Brassica_oleracea
Brassica_rapa
Brettanomyces_bruxellensis
Brugia_malayi
Brugia_pahangi
Brugia_timori
Buceros_rhinoceros
Bursaphelenchus_xylophilus
Byssochlamys_spectabilis
Caenorhabditis_brenneri
Caenorhabditis_briggsae
Caenorhabditis_elegans
Caenorhabditis_japonica
Caenorhabditis_remanei
Callithrix_jacchus
Calypte_anna
Camponotus_floridanus
Candida_albicans
Candida_dubliniensis
Candida_glabrata
Candida_guilliermondii
Candida_lusitaniae
Candida_maltosa
Candida_orthopsilosis
Candida_parapsilosis
Candida_tenuis
Candida_tropicalis
Canis_familiaris
Cannabis_sativa
Capitella_teleta
Capronia_coronata
Capronia_epimyces
Capronia_semiimmersa
Capsaspora_owczarzaki
Capsella_grandiflora
Capsella_rubella
Carica_papaya
Cavia_porcellus
Ceriporiopsis_subvermispora
Chaetomium_globosum
Chaetomium_thermophilum
Chelonia_mydas
Chlamydomonas_reinhardtii
Chlorella_NC64A
Chlorella_vulgaris
Chlorocebus_sabaeus
Choloepus_hoffmanni
Chroomonas_mesostigmatica
Cicer_arietinum
Cimex_lectularius
Ciona_intestinalis
Ciona_savignyi
Citrullus_lanatus
Citrus_clementina
Citrus_sinensis
Cladophialophora_bantiana
Cladophialophora_carrionii
Cladophialophora_immunda
Cladophialophora_psammophila
Cladophialophora_yegresii
Claviceps_purpurea
Clavispora_lusitaniae
Clonorchis_sinensis
Coccidioides_immitis
Coccidioides_posadasii
Coccomyxa_subellipsoidea_C169
Cochliobolus_heterostrophus_C5
Colletotrichum_fioriniae
Colletotrichum_gloeosporioides
Colletotrichum_graminicola
Colletotrichum_higginsianum
Colletotrichum_orbiculare
Colletotrichum_sublineola
Coniosporium_apollinis
Coprinellus_disseminatus
Coprinopsis_cinerea
Coprinopsis_scobicola
Cordyceps_militaris
Crassostrea_gigas
Cryphonectria_parasitica
Cryptococcus_gattii
Cryptococcus_neoformans
Cryptosporidium_hominis
Cryptosporidium_muris
Cryptosporidium_parvum
Cucumis_sativus
Culex_pipiens
Culex_quinquefasciatus
Cupiennius_salei
Cyanidioschyzon_merolae
Cylicostephanus_goldi
Cyphellophora_europaea
Dacryopinax_sp
Dactylellina_haptotyla
Danaus_plexippus
Danio_rerio
Daphnia_pulex
Dasypus_novemcinctus
Debaryomyces_hansenii
Dendroctonus_ponderosae
Dichomitus_squalens
Dictyocaulus_viviparus
Dictyostelium_discoideum
Dictyostelium_purpureum
Diphyllobothrium_latum
Dipodomys_ordii
Dirofilaria_immitis
Discocelis_tigrina
Dothistroma_septosporum
Dracunculus_medinensis
Drechslerella_stenobrocha
Drosophila_ananassae
Drosophila_erecta
Drosophila_grimshawi
Drosophila_melanogaster
Drosophila_mojavensis
Drosophila_persimilis
Drosophila_pseudoobscura
Drosophila_sechellia
Drosophila_simulans
Drosophila_virilis
Drosophila_willistoni
Drosophila_yakuba
Echinococcus_canadensis
Echinococcus_granulosus
Echinococcus_multilocularis
Echinops_telfairi
Echinostoma_caproni
Edhazardia_aedis
Eimeria_tenella
Elaeophora_elaphi
Eleutheria_dichotoma
Emiliania_huxleyi
Encephalitozoon_cuniculi
Encephalitozoon_hellem
Encephalitozoon_intestinalis
Encephalitozoon_romaleae
Endocarpon_pusillum
Entamoeba_dispar
Entamoeba_histolytica
Entamoeba_invadens
Enterobius_vermicularis
Enterocytozoon_bieneusi
EpsteinBarr_virus
Equus_caballus
Eremothecium_cymbalariae
Erinaceus_europaeus
Erysiphe_necator
Eucalyptus_grandis
Eutrema_salsugineum
Eutypa_lata
Exophiala_aquamarina
Exophiala_dermatitidis
Exophiala_mesophila
Exophiala_oligosperma
Exophiala_sideris
Exophiala_spinifera
Exophiala_xenobiotica
Fasciola_hepatica
Felis_catus
Fibroporia_radiculosa
Ficedula_albicollis
Fomitopsis_pinicola
Fonsecaea_pedrosoi
Fragaria_vesca
Fragilariopsis_cylindrus
Fusarium_fujikuroi
Fusarium_graminearum
Fusarium_oxysporum
Fusarium_pseudograminearum
Fusarium_solani
Fusarium_verticillioides
Gadus_morhua
Gaeumannomyces_graminis
Galerina_marginata
Gallid_herpesvirus_2
Gallus_gallus
Gasterosteus_aculeatus
Geospiza_fortis
Giardia_lamblia
Glarea_lozoyensis
Globodera_pallida
Gloeophyllum_trabeum
Glycine_max
Gongylonema_pulchrum
Gorilla_gorilla
Gossypium_raimondii
Grosmannia_clavigera
Guillardia_theta
Gymnopus_luxurians
Haemonchus_contortus
Haemonchus_placei
Halocynthia_roretzi
Halyomorpha_halys
Harpegnathos_saltator
Hebeloma_cylindrosporum
Helianthus_annuus
Heliconius_melpomene
Heligmosomoides_bakeri
Helobdella_robusta
Hemiselmis_andersenii
Heterobasidion_annosum
Heterobasidion_irregulare
Heterodontus_francisci
Heterorhabditis_bacteriophora
Histoplasma_capsulatum
Homo_sapiens
Hordeum_vulgare
Human_herpesvirus_2
Hyaloperonospora_arabidopsidis
Hydatigera_taeniaeformis
Hydnomerulius_pinastri
Hydra_magnipapillata
Hymenolepis_diminuta
Hymenolepis_microstoma
Hymenolepis_nana
Ictidomys_tridecemlineatus
Ipomoea_batatas
Ixodes_scapularis
Jaapia_argillacea
Kazachstania_africana
Kazachstania_naganishii
Kluyveromyces_delphensis
Kluyveromyces_lactis
Kluyveromyces_thermotolerans
Kluyveromyces_waltii
Komagataella_pastoris
Kuraishia_capsulata
Laccaria_amethystina
Laccaria_bicolor
Lachancea_kluyveri
Lachancea_lanzarotensis
Lachancea_thermotolerans
Latimeria_chalumnae
Leersia_perrieri
Leishmania_braziliensis
Leishmania_infantum
Leishmania_major
Leishmania_mexicana
Lepisosteus_oculatus
Leptinotarsa_decemlineata
Leptosphaeria_maculans
Lingula_unguis
Linum_usitatissimum
Litomosoides_sigmodontis
Loa_loa
Lodderomyces_elongisporus
Lottia_gigantea
Lotus_japonicus
Loxodonta_africana
Lucilia_cuprina
Lutzomyia_longipalpis
Lycopersicon_esculentum
Macaca_fascicularis
Macaca_mulatta
Macrophomina_phaseolina
Macropus_eugenii
Magnaporthe_oryzae
Magnaporthe_poae
Malassezia_globosa
Malassezia_sympodialis
Malus_domestica
Manihot_esculenta
Marmota_monax
Marssonina_brunnea
Medicago_sativa
Medicago_truncatula
Megaselia_scalaris
Melampsora_laricipopulina
Meleagris_gallopavo
Melitaea_cinxia
Meloidogyne_floridensis
Meloidogyne_hapla
Meloidogyne_incognita
Mesocestoides_corti
Metarhizium_acridum
Metarhizium_album
Metarhizium_anisopliae
Metarhizium_brunneum
Metarhizium_guizhouense
Metarhizium_majus
Metarhizium_robertsii
Meyerozyma_guilliermondii
Microbotryum_violaceum
Microcebus_murinus
Micromonas_pusilla
Micromonas_sp_RCC299
Microsporidia_sp
Microsporum_canis
Microsporum_gypseum
Millerozyma_farinosa
Mimulus_guttatus
Mixia_osmundae
Mnemiopsis_leidyi
Moniliophthora_perniciosa
Moniliophthora_roreri
Monodelphis_domestica
Monosiga_brevicollis
Mucor_circinelloides
Musa_acuminata
Musca_domestica
Mustela_putorius_furo
Mus_musculus
Myceliophthora_thermophila
Mycosphaerella_fijiensis
Mycosphaerella_graminicola
Myotis_brandtii
Myotis_lucifugus
Naegleria_gruberi
Nasonia_vitripennis
Naumovozyma_castellii
Naumovozyma_dairenensis
Necator_americanus
Nectria_haematococca
Nematocida_parisii_ertm1
Nematocida_sp
Nematostella_vectensis
Neofusicoccum_parvum
Neosartorya_fischeri
Neospora_caninum
Neurospora_crassa
Neurospora_discreta
Neurospora_tetrasperma
Nicotiana_sp.
Nicotiana_tabacum
Nippostrongylus_brasiliensis
Nomascus_leucogenys
Nosema_apis
Nosema_bombycis
Nosema_ceranae
Ochotona_princeps
Octopus_bimaculoides
Oesophagostomum_dentatum
Ogataea_parapolymorpha
Oidiodendron_maius
Oikopleura_dioica
Onchocerca_flexuosa
Onchocerca_ochengi
Onchocerca_volvulus
Oncorhynchus_tshawytscha
Ophiocordyceps_sinensis
Ophiostoma_piceae_uamh
Ophisaurus_gracilis
Opisthorchis_viverrini
Ordospora_colligata
Oreochromis_niloticus
Ornithorhynchus_anatinus
Oryctolagus_cuniculus
Oryza_barthii
Oryza_brachyantha
Oryza_glaberrima
Oryza_glumaepatula
Oryza_indica
Oryza_longistaminata
Oryza_meridionalis
Oryza_nivara
Oryza_punctata
Oryza_rufipogon
Oryza_sativa
Oryzias_latipes
Ostreococcus_lucimarinus
Ostreococcus_RCC809
Ostreococcus_tauri
Otolemur_garnettii
Ovis_aries
Oxytricha_trifallax
Panicum_virgatum
Pan_paniscus
Pan_troglodytes
Papio_anubis
Paracoccidioides_brasiliensis
Paracoccidioides_sp_lutzii
Paramecium_tetraurelia
Parascaris_equorum
Parastrongyloides_trichosuri
Patiria_miniata
Paxillus_involutus
Paxillus_rubicundulus
PBM_CONSTRUCTS
Pediculus_humanus
Pelodiscus_sinensis
Penicillium_chrysogenum
Penicillium_digitatum
Penicillium_expansum
Penicillium_italicum
Penicillium_marneffei
Penicillium_oxalicum
Penicillium_rubens
Penicillium_solitum
Pestalotiopsis_fici
Petromyzon_marinus
Petroselinum_crispum
Petunia_x_hybrida
Phaeodactylum_tricornutum
Phaeosphaeria_nodorum
Phanerochaete_carnosa
Phanerochaete_chrysosporium
Phaseolus_vulgaris
Phlebiopsis_gigantea
Phlebotomus_papatasi
Phoenix_dactylifera
Phycomyces_blakesleeanus
Physcomitrella_patens
Phytophthora_capsici
Phytophthora_infestans
Phytophthora_kernoviae
Phytophthora_lateralis
Phytophthora_parasitica
Phytophthora_ramorum
Phytophthora_sojae
Pichia_angusta
Pichia_kudriavzevii
Pichia_pastoris
Pichia_stipitis
Piloderma_croceum
Piriformospora_indica
Pisolithus_microcarpus
Pisolithus_tinctorius
Pisum_sativum
Plasmodium_berghei
Plasmodium_chabaudi
Plasmodium_falciparum
Plasmodium_knowlesi
Plasmodium_vivax
Plasmodium_yoelii
Pleurobrachia_pileus
Pleurotus_djamor
Pleurotus_ostreatus
Plicaturopsis_crispa
Pneumocystis_carinii
Pneumocystis_murina
Podocoryne_carnea
Podospora_anserina
Poecilia_formosa
Pogona_vitticeps
Polysphondylium_pallidum
Pongo_abelii
Populus_trichocarpa
Postia_placenta
Pristionchus_exspectatus
Pristionchus_pacificus
Procavia_capensis
Protopolystoma_xenopodis
Prunus_mume
Prunus_persica
Pseudocercospora_fijiensis
Pseudogymnoascus_destructans
Pseudogymnoascus_pannorum
Pseudozyma_antarctica
Pseudozyma_aphidis
Pseudozyma_brasiliensis
Pseudozyma_flocculosa
Pseudozyma_hubeiensis
Pteropus_vampyrus
Puccinia_graminis
Puccinia_triticina
Punctularia_strigosozonata
Pyrenophora_teres
Pyrenophora_triticirepentis
Pythium_aphanidermatum
Pythium_arrhenomanes
Pythium_irregulare
Pythium_iwayamai
Pythium_ultimum
Pythium_vexans
Rattus_norvegicus
Rhabditophanes_kr3021
Rhinocladiella_mackenziei
Rhizoctonia_solani
Rhizophagus_irregularis
Rhizopus_oryzae
Rhodnius_prolixus
Rhodosporidium_toruloides
Rhodotorula_glutinis
Ricinus_communis
Romanomermis_culicivorax
Rozella_allomycis
Saccharomyces_arboricola
Saccharomyces_bayanus
Saccharomyces_castellii
Saccharomyces_cerevisiae
Saccharomyces_kudriavzevii
Saccharomyces_mikatae
Saccharomyces_paradoxus
Saccharomycetaceae_sp_ashbya_aceri
Saccoglossus_kowalevskii
Salix_purpurea
Salpingoeca_rosetta
Saprolegnia_parasitica
Sarcophilus_harrisii
Sarsia_sp._Long_Island_Sound
Scedosporium_apiospermum
Scheffersomyces_stipitis
Schistocephalus_solidus
Schistosoma_curassoni
Schistosoma_haematobium
Schistosoma_japonicum
Schistosoma_mansoni
Schistosoma_margrebowiei
Schistosoma_mattheei
Schistosoma_rodhaini
Schizophyllum_commune
Schizosaccharomyces_cryophilus
Schizosaccharomyces_japonicus
Schizosaccharomyces_octosporus
Schizosaccharomyces_pombe
Schmidtea_mediterranea
Scleroderma_citrinum
Sclerotinia_borealis
Sclerotinia_sclerotiorum
Selaginella_moellendorffii
Serendipita_vermifera
Serpula_lacrymans
Setaria_italica
Setosphaeria_turcica
Soboliphyme_baturini
Solanum_lycopersicum
Solanum_tuberosum
Solenopsis_invicta
Sordaria_macrospora
Sorex_araneus
Sorghum_bicolor
Spadella_cephaloptera
Spathaspora_passalidarum
Sphaerobolus_stellatus
Sphaerulina_musiva
Spirometra_erinaceieuropaei
Spizellomyces_punctatus
Sporisorium_reilianum
Sporobolomyces_roseus
Sporothrix_brasiliensis
Sporothrix_schenckii
Spraguea_lophii
Stachybotrys_chartarum
Stachybotrys_chlorohalonata
Stagonospora_nodorum
Steinernema_carpocapsae
Steinernema_feltiae
Steinernema_glaseri
Steinernema_monticolum
Steinernema_scapterisci
Strigamia_maritima
Strongylocentrotus_purpuratus
Strongyloides_papillosus
Strongyloides_stercoralis
Strongyloides_venezuelensis
Strongylus_vulgaris
Suillus_luteus
Sus_scrofa
Syphacia_muris
Taenia_asiatica
Taenia_solium
Taeniopygia_guttata
Takifugu_rubripes
Talaromyces_marneffei
Talaromyces_stipitatus
Tarsius_syrichta
Teladorsagia_circumcincta
Tetrahymena_thermophila
Tetranychus_urticae
Tetraodon_nigroviridis
Tetrapisispora_blattae
Tetrapisispora_phaffii
Thalassiosira_pseudonana
Thecamonas_trahens
Theileria_annulata
Theileria_parva
Thelazia_callipaeda
Theobroma_cacao
Thielavia_terrestris
Tilletiaria_anomala
Togninia_minima
Torrubiella_hemipterigena
Torulaspora_delbrueckii
Toxocara_canis
Toxoplasma_gondii
Trachipleistophora_hominis
Trametes_cinnabarina
Tremella_mesenterica
Tribolium_castaneum
Trichinella_nativa
Trichinella_spiralis
Trichobilharzia_regenti
Trichoderma_atroviride
Trichoderma_reesei
Trichoderma_virens
Trichomonas_vaginalis
Trichophyton_equinum
Trichophyton_interdigitale
Trichophyton_rubrum
Trichophyton_soudanense
Trichophyton_tonsurans
Trichophyton_verrucosum
Trichoplax_adhaerens
Trichosporon_asahii
Trichuris_muris
Trichuris_suis
Trichuris_trichiura
Trionyx_sinensis
Tripedalia_cystophora
Triticum_aestivum
Triticum_urartu
Trypanosoma_brucei
Trypanosoma_congolense
Trypanosoma_cruzi
Trypanosoma_vivax
Tuber_melanosporum
Tulasnella_calospora
Tupaia_belangeri
Tursiops_truncatus
Tyto_alba
Uncinocarpus_reesii
Ustilaginoidea_virens
Ustilago_hordei
Ustilago_maydis
Vanderwaltozyma_polyspora
Vavraia_culicis
Verruconis_gallopava
Verticillium_albo_atrum
Verticillium_alfalfae
Verticillium_dahliae
Vicugna_pacos
Vitis_vinifera
Vittaforma_corneae
Volvox_carteri
Wallemia_ichthyophaga
Wallemia_sebi
Wickerhamomyces_ciferrii
Wuchereria_bancrofti
Xenopus_laevis
Xenopus_tropicalis
Xiphophorus_maculatus
Yarrowia_lipolytica
Zea_mays
Zootermopsis_nevadensis
Zygosaccharomyces_bailii
Zygosaccharomyces_rouxii
Zymoseptoria_tritici
By Domain Type
ABF1
AFT
AP-2
AP2
APSES
ARID/BRIGHT
AT hook
B3
BBR
BED ZF
bHLH
Brinker
bZIP
C2H2 ZF
C2HC ZF
CBF/NF-Y
CCCH ZF
CENPB
CG-1
Copper fist
CSD
CSL
CUT
CxxC
DM
Dof
E2F
EBF1
EIN3
Ets
FAR1
FLYWCH
Forkhead
GATA
GCM
GCR1
Grainyhead
GRAS
GTF2I-like
Homeodomain
HSF
IBD
ICP4
IRF
Leafy
LOB
MADF
MADS box
MATalpha_HMGbox
MBD
mTERF
Myb
NAC/NAM
Ndt80/PhoG
NFX
Nuclear receptor
p53
Paired box
Pipsqueak
PLATZ
POU
Prospero
Rap1
Rel
RFX
RRM
Runt
RWP-RK
S1FA
SAND
SBP
Sigma 70
SMAD
Sox
STAT
STE
Storekeeper
T-box
TBP
TCP
TCR/CxC
TEA
THAP finger
Unknown
VHR1
Whirly
WRC
WRKY
Zinc cluster
By Motif Evidence
Direct
Direct & Inferred
-->
Inferred
None
By Evidence Type
B1H
ChIP-chip
ChIP-exo
ChIP-seq
ChIP-seq+ChIP-exo
COMPILED
Dap-seq
DNaseI footprinting
EMSA
Misc
PBM
PBM, CSA and or DIP-chip
SELEX
SMiLE-seq
Transfac
Unknown
By Study
Badis,2009
Badis,2008
Barazandeh,2018
Barrera,2016
Berger,2006
Berger,2008
Busser,2012a
Busser,2012b
Campbell,2010
Chang,2013
Cheatle-Jarvela,2014
Chen,2011
Contrino,2012
DeBoer,2011
DelBianco,2010
DeMasi,2011
DeSilva,2008
Franco-Zorrilla,2014
Gabut,2011
Gerstein,2012
Gordan,2011
Grove,2009
Guo,2014
Hallikas,2006
Heinz,2010
Isakova,2017
Jolma,2010
Jolma,2013
Kulakovskiy,2013
Kulakovskiy,2009
Lam,2011
Lambert,2019
LehtiShiu,2015
Lesch,2009
Li,2017
Lindemose,2014
Liu,2018
Mann,2013
Mathelier,2014
Matys,2006
Ming,2013
Najafabadi,2015a
Najafabadi,2015b
Nakagawa,2013
Narasimhan,2015
Nitta,2015
OMalley,2016
Peterson,2012
Radke,2013
Rhee,2011
Rodriguez-Martinez,2017
Scharer,2009
Schmitges,2016
SebePedros,2013
Siggers,2014
Soruco,2013
Sullivan,2014
Tillo,2017
Wei,2010
Weirauch,2013
Weirauch,2014
Yin,2017b
Yin,2017
Zhu,2011
Zhu,2009
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