About COBIND

COBIND pipeline was build to identify DNA patterns in a set of sequences. The discovered patterns are relative to the provided anchor regions. For example, one can the co-binding patterns relative to the know transcription factor binding sites (TFBSs). The workflow will discover the patterns de novo, summarize them by determining the spacings and orientation.

The code that was used to produce these COBIND results is stored in this repository. COBIND pipeline is also as a tool and can be found in this repository.

What to expect from this page?

This page contains results from high-scale ChIP-seq data analysis with COBIND. We analysed 5,699 datasets of high-confidence TFBSs stored in UniBind 2021 database for 401 unique TFs that collectively are from 7 species: Arabidopsis thaliana, Caenorhabditis elegans, Danio rerio, Drosophila melanogaster, Homo sapiens, Mus musculus and Rattus norvegicus.

Reports about discovered co-binders are provided for each TF (where at least one co-binder was discovered) in different species. Another group of reports report the discovered co-binders summarized over TF families. Conservation summaries are available for all species, except Danio rerio and Rattus norvegicus.

Species-specific results

Arabidopsis thaliana

Results for individual TFs

ABF1

ABF3

ABF4

ATHB7

GBF2

GBF3

HAT22

HY5

KAN1

PIF4

WRKY18

WRKY33

WRKY40

Results for TF families

MybSANT_domain_factors

no-family-arabidopsis

Conservation summaries from individual TFs analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders

Conservation summaries from TF families analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders


Caenorhabditis elegans

Results for individual TFs

DAF-16

EFL-1

ELT-2

HLH-30

PHA-4

Results for TF families

E2F-related_factors

Forkhead_box_FOX_factors

GATA-type_zinc_fingers

no-family-celegans

Conservation summaries from individual TFs analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders

Conservation summaries from TF families analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders


Danio rerio

Results for individual TFs

CTCF

Results for TF families

More_than_3_adjacent_zinc_finger_factors


Drosophila melanogaster

Results for individual TFs

BEAF-32

CLAMP

CTCF

GRH

GT

HSF

M1BP

PDP1

PHO

TRL

TWI

Results for TF families

Grainyhead-related_factors

HSF_factors

More_than_3_adjacent_zinc_finger_factors

no-family-drosophila

Conservation summaries from individual TFs analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders

Conservation summaries from TF families analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders


Homo sapiens

Results for individual TFs

AR

ARNT

ASCL1

ATF3

BACH2

BATF3

BCL6

CDX2

CEBPA

CREB1

CTCF

CTCFL

ERG

ESR1

ESRRA

ETV1

ETV6

FLI1

FOS

FOSL1

FOSL2

FOXA1

FOXA2

FOXK2

FOXP1

GABPA

GATA1

GATA2

GATA3

GATA4

GATA6

GLIS1

GRHL2

HAND2

HIF1A

HNF1A

HNF1B

HNF4A

HNF4G

HOXA9

HOXB13

HSF1

IRF3

IRF4

ISL1

JUN-VAR2

JUN

JUNB-VAR2

JUNB

JUND-VAR2

JUND

KLF16

KLF4

LEF1

LHX2

MAF

MAFB

MAFF

MAFK

MAX

MECOM

MEF2A

MEF2B

MEIS1

MITF

MYC

MYOD1

NEUROG2-VAR2

NFE2

NFE2L2

NFIA

NFIC

NFKB1

NR1H4

NR2C1

NR2F2

NR3C1

NRF1

PAX5

PAX6

PBX2

PBX3

PDX1

PKNOX1

POU5F1

PPARG

PRDM1

PRDM4

RBPJ

RELA

RELB

REST

RFX3

RFX5

RUNX1

RUNX2

RXRA

SIX1

SMAD3

SMAD4

SOX10

SOX13

SOX17

SOX2

SOX6

SP1

SP2

SP3

SPI1

STAT3

STAT4

TBX5

TBXT

TCF12

TCF4

TCF7

TCF7L2

TEAD1

TEAD4

TFAP2A-VAR2

TFAP4

THAP11

THRB

TP53

TP63

TWIST1

USF2

VDR

YY1

ZNF143

Results for TF families

AP-2

B-ATF-related_factors

bHLH-ZIP_factors

Brachyury-related_factors

CEBP-related_factors

CREB-related_factors

CSL-related_factors

E2A-related_factors

Ets-related_factors

Factors_with_multiple_dispersed_zinc_fingers

Forkhead_box_FOX_factors

Fos-related_factors

GATA-type_zinc_fingers

Grainyhead-related_factors

HD-LIM_factors

HD-SINE_factors

HOX-related_factors

HSF_factors

Interferon-regulatory_factors

Jun-related_factors

Maf-related_factors

More_than_3_adjacent_zinc_finger_factors

MyoD-ASC-related_factors

NF-kappaB-related_factors

Nuclear_factor_1

p53-related_factors

Paired_domain_only

Paired_plus_homeo_domain

PAS_domain_factors

POU_domain_factors

Regulators_of_differentiation

RFX-related_factors

Runt-related_factors

RXR-related_receptors_NR2

SMAD_factors

SOX-related_factors

STAT_factors

Steroid_hormone_receptors_NR3

Tal-related_factors

TALE-type_homeo_domain_factors

TBX2-related_factors

TCF-7-related_factors

TEF-1-related_factors

THAP-related_factors

Three-zinc_finger_Kruppel-related_factors

Thyroid_hormone_receptor-related_factors_NR1

Conservation summaries from individual TFs analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders

Conservation summaries from TF families analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders


Mus musculus

Results for individual TFs

AR

ARNTL

ASCL1-VAR2

ASCL1

ATF4

BACH2-VAR2

BACH2

BATF

CEBPB

CEBPE

CEBPG

CREB1

CTCF

CTCFL

DMRT1

ELF5

ESR1

ESRRB

ETS1

FOS

FOSL1

FOXA1

FOXA2

FOXA3

FOXG1

GABPA

GATA1

GATA2

GATA3

GATA4

GFI1

GRHL2

HAND2

HNF1B

HNF4A-VAR2

HNF4G

HOXB4

HOXC9

HOXD11

HOXD13

HSF1

IKZF1

IRF4

IRF8

JUN

JUND-VAR2

JUND

KLF5

LHX2

LHX3

LHX6

MAF

MAFB

MAFF

MAFG

MEF2C

MEF2D

MEIS1-VAR2

MEIS1

MYBL1

MYCN

MYF5

MYOD1

MYOG

NEUROD2

NFATC1

NFATC2

NFE2L2

NFIA

NFIC-VAR2

NFYA

NFYB

NFYC

NKX3-2

NKX6-1

NR1H4

NR3C1

OLIG2

ONECUT1

PAX3-VAR2

PAX5

PAX6

PBX1

PKNOX1

POU3F2

POU5F1

PPARG

PRDM1

PRDM15

PTF1A-VAR2

PTF1A-VAR3

PTF1A

RARA-VAR2

RBPJL

RELA

REST

RFX1

RUNX1

RXRA

SMAD3

SOX10

SOX17

SOX2

SOX9

SRF

STAT1

STAT2

STAT3

STAT5A

TBX21

TCF12

TCF3

TEAD1

TEAD2

TEAD4

TFE3

TWIST2

USF2

VDR

XBP1

YY1

Results for TF families

ATF-4-related_factors

B-ATF-related_factors

bHLH-ZIP_factors

CEBP-related_factors

CREB-related_factors

CSL-related_factors

DMRT_factors

E2A-related_factors

Ets-related_factors

Factors_with_multiple_dispersed_zinc_fingers

Forkhead_box_FOX_factors

Fos-related_factors

GATA-type_zinc_fingers

Grainyhead-related_factors

HD-CUT_factors

HD-LIM_factors

HOX-related_factors

HSF_factors

Interferon-regulatory_factors

Jun-related_factors

Maf-related_factors

More_than_3_adjacent_zinc_finger_factors

MybSANT_domain_factors

MyoD-ASC-related_factors

NF-kappaB-related_factors

NFAT-related_factors

NFY

NK-related_factors

no-family-mouse

Nuclear_factor_1

Paired_domain_only

Paired_plus_homeo_domain

PAS_domain_factors

POU_domain_factors

Regulators_of_differentiation

Responders_to_external_signals_SRFRLM1

RFX-related_factors

Runt-related_factors

RXR-related_receptors_NR2

SMAD_factors

SOX-related_factors

STAT_factors

Steroid_hormone_receptors_NR3

Tal-related_factors

TALE-type_homeo_domain_factors

TBrain-related_factors

TEF-1-related_factors

Three-zinc_finger_Kruppel-related_factors

Thyroid_hormone_receptor-related_factors_NR1

XBP-1-related_factors

Conservation summaries from individual TFs analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders

Conservation summaries from TF families analysis


Distribution of conservation p-values for all co-binders


Distribution of conservation p-values for top most conserved co-binders


Interspecies results

Results for individual TFs

ABF1

ABF3

ABF4

AR

ARNT

ARNTL

ASCL1-VAR2

ASCL1

ATF3

ATF4

ATHB7

BACH2-VAR2

BACH2

BATF

BATF3

BCL6

BEAF-32

CDX2

CEBPA

CEBPB

CEBPE

CEBPG

CLAMP

CREB1

CTCF

CTCFL

DAF-16

DMRT1

EFL-1

ELF5

ELT-2

ERG

ESR1

ESRRA

ESRRB

ETS1

ETV1

ETV6

FLI1

FOS

FOSL1

FOSL2

FOXA1

FOXA2

FOXA3

FOXG1

FOXK2

FOXP1

GABPA

GATA1

GATA2

GATA3

GATA4

GATA6

GBF2

GBF3

GFI1

GLIS1

GRH

GRHL2

GT

HAND2

HAT22

HIF1A

HLH-30

HNF1A

HNF1B

HNF4A-VAR2

HNF4A

HNF4G

HOXA9

HOXB13

HOXB4

HOXC9

HOXD11

HOXD13

HSF

HSF1

HY5

IKZF1

IRF3

IRF4

IRF8

ISL1

JUN-VAR2

JUN

JUNB-VAR2

JUNB

JUND-VAR2

JUND

KAN1

KLF16

KLF4

KLF5

LEF1

LHX2

LHX3

LHX6

M1BP

MAF

MAFB

MAFF

MAFG

MAFK

MAX

MECOM

MEF2A

MEF2B

MEF2C

MEF2D

MEIS1-VAR2

MEIS1

MITF

MLXIPL

MYBL1

MYC

MYCN

MYF5

MYOD1

MYOG

NEUROD2

NEUROG2-VAR2

NFATC1

NFATC2

NFE2

NFE2L2

NFIA

NFIC-VAR2

NFIC

NFKB1

NFYA

NFYB

NFYC

NKX3-2

NKX6-1

NR1H4

NR2C1

NR2F2

NR3C1

NRF1

OLIG2

ONECUT1

PAX3-VAR2

PAX5

PAX6

PBX1

PBX2

PBX3

PDP1

PDX1

PHA-4

PHO

PIF4

PKNOX1

POU3F2

POU5F1

PPARG

PRDM1

PRDM15

PRDM4

PTF1A-VAR2

PTF1A-VAR3

PTF1A

RARA-VAR2

RBPJ

RBPJL

RELA

RELB

REST

RFX1

RFX3

RFX5

RUNX1

RUNX2

RXRA

SIX1

SMAD3

SMAD4

SOX10

SOX13

SOX17

SOX2

SOX6

SOX9

SP1

SP2

SP3

SPI1

SRF

STAT1

STAT2

STAT3

STAT4

STAT5A

TBX21

TBX5

TBXT

TCF12

TCF3

TCF4

TCF7

TCF7L2

TEAD1

TEAD2

TEAD4

TFAP2A-VAR2

TFAP4

TFE3

THAP11

THRB

TP53

TP63

TRL

TWI

TWIST1

TWIST2

USF2

VDR

WRKY18

WRKY33

WRKY40

XBP1

YY1

ZNF143

Results for TF families

AP-2

ATF-4-related_factors

B-ATF-related_factors

bHLH-ZIP_factors

Brachyury-related_factors

CEBP-related_factors

CREB-related_factors

CSL-related_factors

DMRT_factors

E2A-related_factors

E2F-related_factors

Ets-related_factors

Factors_with_multiple_dispersed_zinc_fingers

Forkhead_box_FOX_factors

Fos-related_factors

GATA-type_zinc_fingers

Grainyhead-related_factors

HD-CUT_factors

HD-LIM_factors

HD-SINE_factors

HOX-related_factors

HSF_factors

Interferon-regulatory_factors

Jun-related_factors

Maf-related_factors

More_than_3_adjacent_zinc_finger_factors

MybSANT_domain_factors

MyoD-ASC-related_factors

NF-kappaB-related_factors

NFAT-related_factors

NFY

NK-related_factors

no-family-arabidopsis

no-family-celegans

no-family-drosophila

no-family-mouse

Nuclear_factor_1

p53-related_factors

Paired_domain_only

Paired_plus_homeo_domain

PAS_domain_factors

POU_domain_factors

Regulators_of_differentiation

Responders_to_external_signals_SRFRLM1

RFX-related_factors

Runt-related_factors

RXR-related_receptors_NR2

SMAD_factors

SOX-related_factors

STAT_factors

Steroid_hormone_receptors_NR3

Tal-related_factors

TALE-type_homeo_domain_factors

TBrain-related_factors

TBX2-related_factors

TCF-7-related_factors

TEF-1-related_factors

THAP-related_factors

Three-zinc_finger_Kruppel-related_factors

Thyroid_hormone_receptor-related_factors_NR1

XBP-1-related_factors


Protein-protein interaction (PPI) analysis summary

Numbers of co-binders are summarized in the barplot and reflect the number of anchor-co-binder pairs in different species that had significant motif similarity match in motif libraries, which then was found in the protein-protein data with a significant combined score.


See summary plot when compared to species-specific motif libraries


See summary plot when compared to full motif library




Contact

In case you have any questions related to COBIND results and pipeline, do not hesitate to contact us:

Name e-mail
Ieva Rauluseviciute
Anthony Mathelier