FB2026_01 , released March 12, 2026
FB2026_01 , released March 12, 2026
Gene: Dmel\upd2
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General Information
Symbol
Dmel\upd2
Species
D. melanogaster
Name
unpaired 2
Annotation Symbol
CG5988
Feature Type
FlyBase ID
FBgn0030904
Gene Model Status
Stock Availability
Gene Summary
unpaired 2 (upd2) encodes a secreted molecule that acts at a distance as a ligand for the JAK/STAT signal transduction pathway. upd2 mutants are viable due to redundancy with other Upd-family genes. [Date last reviewed: 2019-03-21] (FlyBase Gene Snapshot)
Also Known As

Upd, upd-2

Key Links
Genomic Location
Cytogenetic map
Sequence location
Recombination map
1-60
RefSeq locus
NC_004354 REGION:18240654..18243284
Sequence
Genomic Maps
Other Genome Views
The following external sites may use different assemblies or annotations than FlyBase.
Function
Gene Ontology (GO) Annotations (12 terms)
Molecular Function (1 term)
Terms Based on Experimental Evidence (1 term)
CV Term
Evidence
References
inferred from genetic interaction with FLYBASE:dome; FB:FBgn0043903
inferred from direct assay
Terms Based on Predictions or Assertions (0 terms)
Biological Process (9 terms)
Terms Based on Experimental Evidence (8 terms)
CV Term
Evidence
References
inferred from genetic interaction with FLYBASE:hop; FB:FBgn0004864
inferred from genetic interaction with FLYBASE:Stat92E; FB:FBgn0016917
inferred from genetic interaction with FLYBASE:Socs36E; FB:FBgn0041184
inferred from genetic interaction with FLYBASE:dome; FB:FBgn0043903
inferred from genetic interaction with FLYBASE:Ptp61F; FB:FBgn0267487
inferred from mutant phenotype
inferred from mutant phenotype
inferred from direct assay
inferred from mutant phenotype
inferred from mutant phenotype
inferred from mutant phenotype
Terms Based on Predictions or Assertions (2 terms)
CV Term
Evidence
References
Cellular Component (2 terms)
Terms Based on Experimental Evidence (2 terms)
CV Term
Evidence
References
inferred from direct assay
is_active_in extracellular space
inferred from direct assay
inferred from direct assay
Terms Based on Predictions or Assertions (0 terms)
Gene Group (FlyBase)
Protein Family (UniProt)
-
Protein Signatures (InterPro)
Summaries
Gene Snapshot
unpaired 2 (upd2) encodes a secreted molecule that acts at a distance as a ligand for the JAK/STAT signal transduction pathway. upd2 mutants are viable due to redundancy with other Upd-family genes. [Date last reviewed: 2019-03-21]
Gene Group (FlyBase)
UNPAIRED FAMILY -
The Unpaired (UPD) family encodes the only known cytokines capable of activating the JAK/STAT pathway in D.mel, by binding the receptor dome. This pathway is involved in cell proliferation, embryonic development and stem cell maintenance. (Adapted from FBrf0232479, FBrf0213113 and FBrf0219535).
Pathway (FlyBase)
JAK-STAT SIGNALING PATHWAY CORE COMPONENTS -
The JAK-STAT signaling pathway is initiated by the binding of an extracellular ligand to a cell surface receptor leading to receptor dimerization and the intracellular activation of a Janus kinase (JAK) family member. JAK phosphorylates cytoplasmic STAT family members which dimerize, translocate into the nucleus and regulate target gene expression. In Drosophila, the core pathway is limited to three ligands (the Unpaired family of cytokines), a single receptor (dome), JAK kinase (hop) and STAT (Stat92E). (Adapted from FBrf0225259).
Summary (Interactive Fly)

interleukin-like ligands of Domeless - activators of JAK/STAT signaling pathway - mutation results in the stripe-specific loss of expression of even-skipped, fushi tarazu, and runt

Gene Model and Products
Number of Transcripts
1
Number of Unique Polypeptides
1

Please see the JBrowse view of Dmel\upd2 for information on other features

To submit a correction to a gene model please use the Contact FlyBase form

Protein Domains (via Pfam)
Isoform displayed:
Pfam protein domains
InterPro name
classification
start
end
Protein Domains (via SMART)
Isoform displayed:
SMART protein domains
InterPro name
classification
start
end
Structure
Protein 3D structure   (Predicted by AlphaFold)   (AlphaFold entry Q9VWX2)

If you don't see a structure in the viewer, refresh your browser.
Model Confidence:
  • Very high (pLDDT > 90)
  • Confident (90 > pLDDT > 70)
  • Low (70 > pLDDT > 50)
  • Very low (pLDDT < 50)

AlphaFold produces a per-residue confidence score (pLDDT) between 0 and 100. Some regions with low pLDDT may be unstructured in isolation.

Experimentally Determined Structures
Crossreferences
Comments on Gene Model

Gene model reviewed during 5.53

Gene model reviewed during 6.23

Transcript Data
Annotated Transcripts
Name
FlyBase ID
RefSeq ID
Length (nt)
Assoc. CDS (aa)
FBtr0473620
1980
406
Additional Transcript Data and Comments
Reported size (kB)
Comments
External Data
Crossreferences
Polypeptide Data
Annotated Polypeptides
Name
FlyBase ID
Predicted MW (kDa)
Length (aa)
Theoretical pI
UniProt
RefSeq ID
GenBank
FBpp0423083
45.6
406
9.75
Polypeptides with Identical Sequences

There is only one protein coding transcript and one polypeptide associated with this gene

Additional Polypeptide Data and Comments
Reported size (kDa)
Comments
External Data
Crossreferences
InterPro - A database of protein families, domains and functional sites
Linkouts
Sequences Consistent with the Gene Model
Mapped Features

Click to get a list of regulatory features (enhancers, TFBS, etc.) and gene disruptions (point mutations, indels, etc.) within or overlapping Dmel\upd2 using the Feature Mapper tool.

External Data
Crossreferences
Eukaryotic Promoter Database - A collection of databases of experimentally validated promoters for selected model organisms.
Linkouts
Expression Data
Testis-specificity index

The testis specificity index was calculated from modENCODE tissue expression data by Vedelek et al., 2018 to indicate the degree of testis enrichment compared to other tissues. Scores range from -2.52 (underrepresented) to 5.2 (very high testis bias).

-0.19

Transcript Expression
in situ
Stage
Tissue/Position (including subcellular localization)
Reference
tracheal section

Comment: tracheal expression is transient

Additional Descriptive Data

upd2 is expressed in segmentally repeated stripes at embryonic stage 9. At embryonic stage 10, upd2 has transient tracheal expression. At embryonic stage 11, the tracheal expression of upd2 has been replaced with expression in the hindgut and posterior spiracles.

Marker for
 
Subcellular Localization
CV Term
Polypeptide Expression
Additional Descriptive Data
Marker for
 
Subcellular Localization
CV Term
Evidence
References
inferred from direct assay
is_active_in extracellular space
inferred from direct assay
inferred from direct assay
Expression Deduced from Reporters
High-Throughput Expression Data
Associated Tools

JBrowse - Visual display of RNA-Seq signals

View Dmel\upd2 in JBrowse
RNA-Seq by Region - Search RNA-Seq expression levels by exon or genomic region
Reference
See Gelbart and Emmert, 2013 for analysis details and data files for all genes.
Developmental Proteome: Life Cycle
Developmental Proteome: Embryogenesis
External Data and Images
Linkouts
DRscDB - A single-cell RNA-seq resource for data mining and data comparison across species
EMBL-EBI Single Cell Expression Atlas - Single cell expression across species
FlyAtlas - Adult expression by tissue, using Affymetrix Dros2 array
FlyAtlas2 - A Drosophila melanogaster expression atlas with RNA-Seq, miRNA-Seq and sex-specific data
Flygut - An atlas of the Drosophila adult midgut
Images
Alleles, Insertions, Transgenic Constructs, and Aberrations
Classical and Insertion Alleles ( 7 )
For All Classical and Insertion Alleles Show
 
Other relevant insertions
Transgenic Constructs ( 24 )
For All Alleles Carried on Transgenic Constructs Show
Transgenic constructs containing/affecting coding region of upd2
Transgenic constructs containing regulatory region of upd2
Aberrations (Deficiencies and Duplications) ( 2 )
Variants
Variant Molecular Consequences
Alleles Representing Disease-Implicated Variants
Phenotypes
For more details about a specific phenotype click on the relevant allele symbol.
Lethality
Allele
Sterility
Allele
Other Phenotypes
Allele
Phenotype manifest in
Allele
Orthologs
Human Orthologs (via DIOPT v9.1)
Species\Gene Symbol
Score
Best Score
Best Reverse Score
Alignment
Complementation?
Transgene?
Homo sapiens (Human) (0)
Model Organism Orthologs (via DIOPT v9.1)
Species\Gene Symbol
Score
Best Score
Best Reverse Score
Alignment
Complementation?
Transgene?
Rattus norvegicus (Norway rat) (0)
Mus musculus (laboratory mouse) (0)
Xenopus tropicalis (Western clawed frog) (0)
Danio rerio (Zebrafish) (0)
Caenorhabditis elegans (Nematode, roundworm) (0)
Anopheles gambiae (African malaria mosquito) (0)
Arabidopsis thaliana (thale-cress) (0)
Saccharomyces cerevisiae (Brewer's yeast) (0)
Schizosaccharomyces pombe (Fission yeast) (0)
Escherichia coli (enterobacterium) (0)
Other Organism Orthologs (via OrthoDB)
Data provided directly from OrthoDB:upd2. Refer to their site for version information.
Paralogs
Paralogs (via DIOPT v9.1)
Drosophila melanogaster (Fruit fly) (1)
2 of 13
Human Disease Associations
FlyBase Human Disease Model Reports
Disease Ontology (DO) Annotations
Models Based on Experimental Evidence ( 2 )
Allele
Disease
Evidence
References
Potential Models Based on Orthology ( 0 )
Human Ortholog
Disease
Evidence
References
Modifiers Based on Experimental Evidence ( 4 )
Disease Associations of Human Orthologs (via DIOPT v9.1 and OMIM)
Note that ortholog calls supported by only 1 or 2 algorithms (DIOPT score < 3) are not shown.
Homo sapiens (Human)
Gene name
Score
OMIM
OMIM Phenotype
DO term
Complementation?
Transgene?
Functional Complementation Data
Functional complementation data is computed by FlyBase using a combination of the orthology data obtained from DIOPT and OrthoDB and the allele-level genetic interaction data curated from the literature.
Interactions
Summary of Physical Interactions
Interaction Browsers

Please see the Physical Interaction reports below for full details
RNA-RNA
Physical Interaction
Assay
References
protein-protein
Physical Interaction
Assay
References
Summary of Genetic Interactions
Interaction Browsers

Please look at the allele data for full details of the genetic interactions
Starting gene(s)
Interaction type
Interacting gene(s)
Reference
Starting gene(s)
Interaction type
Interacting gene(s)
Reference
External Data
Linkouts
DroID - A comprehensive database of gene and protein interactions.
MIST (genetic) - An integrated Molecular Interaction Database
MIST (protein-protein) - An integrated Molecular Interaction Database
Pathways
Signaling Pathways (FlyBase)
Metabolic Pathways
FlyBase
External Links
External Data
Linkouts
KEGG Pathways - A collection of manually drawn pathway maps representing knowledge of molecular interaction, reaction and relation networks.
SignaLink - A signaling pathway resource with multi-layered regulatory networks.
Class of Gene
Genomic Location and Detailed Mapping Data
Chromosome (arm)
X
Recombination map
1-60
Cytogenetic map
Sequence location
FlyBase Computed Cytological Location
Cytogenetic map
Evidence for location
17A3-17A3
Limits computationally determined from genome sequence between P{EP}ari-1EP317 and P{EP}EP1378
Experimentally Determined Cytological Location
Cytogenetic map
Notes
References
Experimentally Determined Recombination Data
Location
Left of (cM)
Right of (cM)
Notes
Stocks and Reagents
Stocks (12)
Genomic Clones (16)
 

Please Note FlyBase no longer curates genomic clone accessions so this list may not be complete

cDNA Clones (4)
 

Please Note This section lists cDNAs and ESTs that fall within the genomic extent of the gene model, which may include cDNAs and ESTs of genes within introns, or of overlapping genes. Please see JBrowse for alignment of the cDNAs and ESTs to the gene model.

cDNA clones, fully sequenced
BDGP DGC clones
    Other clones
    Drosophila Genomics Resource Center cDNA clones

    For each fully sequenced cDNA the DGRC maintains various forms of the cDNA (e.g tagged or untagged) in several different host vectors for subsequent cloning and expression in Drosophila and Drosophila cell lines.

    cDNA Clones, End Sequenced (ESTs)
    BDGP DGC clones
      RNAi and Array Information
      Linkouts
      DRSC - Results frm RNAi screens
      Antibody Information
      Laboratory Generated Antibodies
       

      polyclonal

      Commercially Available Antibodies
       
      Cell Line Information
      Publicly Available Cell Lines
       
        Other Stable Cell Lines
         
        Other Comments

        upd2 and upd3 exhibit an additive effect in inducing intestinal stem cell proliferation in response to gut infection.

        upd2 is a secreted factor produced by the fat body in response to dietary fat and sugars. upd2 activates JAK/STAT signaling in a population of GABAergic neurons, relieving their inhibitory effect on the insulin-producing cells and in turn resulting in the secretion of insulin-like peptides into the hemolymph to promote systemic growth and fat storage.

        Gene expression is increased in response to the presence of two copies of Scer\GAL4hs.PB.

        upd2 is not required for os-induced JAK/STAT signalling.

        S2-derived S2-NP cells transfected with dsRNA made from templates generated with primers directed against upd2 exhibit a reduction in JAK/STAT activity, indicating upd2 is involved in the positive regulation of JAK/STAT signalling in these cells.

        Relationship to Other Genes
        Source for database merge of
        Additional comments

        "upd" and "os" can be genetically separated. This raises the possibility that "os" function may reside with an "upd-like" gene ("upd2" or "upd3").

        Nomenclature History
        Source for database identify of

        Source for identity of: CG5988 upd2

        Nomenclature comments
        Etymology
        Synonyms and Secondary IDs (18)
        Reported As
        Symbol Synonym
        Unpaireds
        Upd2
        (Diaz et al., 2025, Hirooka et al., 2025, Krejčová and Bajgar, 2025, Li et al., 2025, Park et al., 2025, De Groef et al., 2024, Hersperger et al., 2024, Monticelli et al., 2024, Nigg et al., 2024, Sun et al., 2024, Wang et al., 2024, Khan et al., 2023, Kietz and Meinander, 2023, Kim et al., 2023, Williams et al., 2023, Benoit et al., 2022, Chopra et al., 2022, He et al., 2022, Neophytou and Pitsouli, 2022, Pratomo et al., 2022, Ratnaparkhi and Sudhakaran, 2022, Xu et al., 2022, Yu et al., 2022, Zhang and Edgar, 2022, Bilder et al., 2021, Chatterjee and Perrimon, 2021, De Groef et al., 2021, Dillard et al., 2021, García-López et al., 2021, Gillette et al., 2021, Harnish et al., 2021, Kim et al., 2021, Léopold, 2021, Lodge et al., 2021, Meschi and Delanoue, 2021, Montanari and Royet, 2021, Oliveira et al., 2021, Parra-Peralbo et al., 2021, Rosendo Machado et al., 2021, Schneider and Imler, 2021, Sciambra and Chtarbanova, 2021, Semaniuk et al., 2021, Yeom et al., 2021, Ahmad et al., 2020, Colombani and Andersen, 2020, Grenier and Leulier, 2020, Hao et al., 2020, Ingaramo et al., 2020, Kim et al., 2020, Koyama et al., 2020, Krautz et al., 2020, Lee et al., 2020, Lin and Hsu, 2020, Malita and Rewitz, 2020, Moore et al., 2020, Tafesh-Edwards and Eleftherianos, 2020, Texada et al., 2020, Zhou and Boutros, 2020, Zhou et al., 2020, Powers and Srivastava, 2019, Lehmann, 2018, Chng et al., 2017, Daisley et al., 2017, Kim et al., 2017, Liu and Jin, 2017, Mussabekova et al., 2017, Rajan et al., 2017, Zhao and Karpac, 2017, Zhou et al., 2017, Alfa and Kim, 2016, Bonfini et al., 2016, Droujinine and Perrimon, 2016, Fisher et al., 2016, Jiang et al., 2016, Katzenberger et al., 2016, Kubrak et al., 2016, Nässel and Vanden Broeck, 2016, Strigini and Leulier, 2016, Toggweiler et al., 2016, Vanha-Aho et al., 2016, Wakabayashi et al., 2016, Zheng et al., 2016, Figueroa-Clarevega and Bilder, 2015, Gold and Brückner, 2015, Pasco et al., 2015, Wang et al., 2015, Bausek and Zeidler, 2014, Guo et al., 2014, Huang et al., 2014, Owusu-Ansah and Perrimon, 2014, Wang et al., 2014, Andersen et al., 2013, Bausek, 2013, Hyun, 2013, Kannan and Fridell, 2013, Koyama et al., 2013, Mbodj et al., 2013, Morin-Poulard et al., 2013, Nässel et al., 2013, Rajan and Perrimon, 2013, Shim et al., 2013, Stec et al., 2013, Zeidler and Bausek, 2013, Zhou et al., 2013, Zoranovic et al., 2013, Amoyel and Bach, 2012, Kounatidis and Ligoxygakis, 2012, Liu et al., 2012, Apidianakis and Rahme, 2011, Biteau et al., 2011, Jiang et al., 2011, Stec and Zeidler, 2011, Wright et al., 2011, Zhao et al., 2011, Ren et al., 2010, Vidal et al., 2010, González et al., 2009, Jiang et al., 2009, Rivas et al., 2008, Pei and Harrison, 2007, Baeg et al., 2005, Zeidler et al., 2005)
        Upd2/Leptin
        unpaired 2
        upd2
        (Dong and Cheng, 2025, Dong et al., 2025, Geng et al., 2025, He et al., 2025, Kong et al., 2025, Kumar et al., 2025, Sun et al., 2025, Yuan et al., 2025, Zhou et al., 2025, Balakireva et al., 2024, Eslahi et al., 2024, Feng et al., 2024, Fioriti et al., 2024, Guo et al., 2024, Ju et al., 2024, Li et al., 2024, Li et al., 2024, Liu et al., 2024, Usman et al., 2024, Wang et al., 2024, Chen et al., 2023, Jiang et al., 2023, Li et al., 2023, Molina-Gil et al., 2023, Nagai et al., 2023, Neophytou et al., 2023, Petsakou et al., 2023, Tuo et al., 2023, Xu et al., 2023, Yamada et al., 2023, Yang et al., 2023, Zhou and Boutros, 2023, Cao et al., 2022, Evans et al., 2022, Gera et al., 2022, Keshav et al., 2022, Shen et al., 2022, Singh and Agrawal, 2022, Cai et al., 2021, Destalminil-Letourneau et al., 2021, Dong et al., 2021, Fabian et al., 2021, Gogia et al., 2021, Joy et al., 2021, Juarez-Carreño et al., 2021, Kim et al., 2021, Lourido et al., 2021, Maurya et al., 2021, Pathak and Varghese, 2021, Sanhueza et al., 2021, Ahmed et al., 2020, Chen et al., 2020, Cho et al., 2020, Dai et al., 2020, Delanoue and Romero, 2020, Geigges et al., 2020, Harris et al., 2020, Kierdorf et al., 2020, La Marca and Richardson, 2020, Maselko et al., 2020, Strilbytska et al., 2020, Strilbytska et al., 2020, Vizcaya-Molina et al., 2020, Wei et al., 2020, Wilson et al., 2020, Xu et al., 2020, Younes et al., 2020, Ahlers et al., 2019, Akmammedov et al., 2019, Asri et al., 2019, Bailetti et al., 2019, Banerjee et al., 2019, Gultekin and Steller, 2019, Herrera and Bach, 2019, Hill et al., 2019, Houtz et al., 2019, Lin et al., 2019, Lin et al., 2019, Saavedra and Perrimon, 2019, Si et al., 2019, Singh et al., 2019, Zhang et al., 2019, Ahmed-de-Prado et al., 2018, Bazzi et al., 2018, Gáliková and Klepsatel, 2018, Jia et al., 2018, Prange et al., 2018, Romey-Glüsing et al., 2018, Tokusumi et al., 2018, Vicente et al., 2018, Banerjee et al., 2017, Beshel et al., 2017, Kenmoku et al., 2017, Lee et al., 2017, Mattila and Hietakangas, 2017, Takemura and Nakato, 2017, Terriente-Félix et al., 2017, Tian et al., 2017, Transgenic RNAi Project members, 2017-, Xu et al., 2017, Zhang et al., 2017, Atkins et al., 2016, Guo et al., 2016, Hoi et al., 2016, Shen et al., 2016, Shih et al., 2016, Tian et al., 2016, Toggweiler et al., 2016, Wang et al., 2016, Ayyaz et al., 2015, Doggett et al., 2015, Gao et al., 2015, Katsuyama et al., 2015, Patel et al., 2015, Shapiro-Kulnane et al., 2015, Wagner et al., 2015, Woodcock et al., 2015, Yurgel et al., 2015, Zang et al., 2015, Zhai et al., 2015, Zhang et al., 2015, Kux and Pitsouli, 2014, Li et al., 2014, Djiane et al., 2013, Kannan and Fridell, 2013, Kemp et al., 2013, Zeidler and Bausek, 2013, Chakrabarti et al., 2012, Cordero et al., 2012, Japanese National Institute of Genetics, 2012.5.21, Kelsey et al., 2012, Osman et al., 2012, Osman et al., 2012, Rajan and Perrimon, 2012, Feng et al., 2011, Karpac et al., 2011, Sinenko et al., 2011, Wright et al., 2011, Beebe et al., 2010, Shaw et al., 2010, Sotillos et al., 2010, Wu et al., 2010, Classen et al., 2009, Liu and Lehmann, 2008, López-Onieva et al., 2008, Pastor-Pareja et al., 2008, Wang and Harrison, 2008, Krzemień et al., 2007, Wang and Harrison, 2007, Hombria et al., 2005, Wawersik et al., 2005)
        Secondary FlyBase IDs
          Datasets (0)
          Study focus (0)
          Experimental Role
          Project
          Project Type
          Title
          Study result (0)
          Result
          Result Type
          Title
          External Crossreferences and Linkouts ( 28 )
          Sequence Crossreferences
          NCBI Gene - Gene integrates information from a wide range of species. A record may include nomenclature, Reference Sequences (RefSeqs), maps, pathways, variations, phenotypes, and links to genome-, phenotype-, and locus-specific resources worldwide.
          GenBank Protein - A collection of sequences from several sources, including translations from annotated coding regions in GenBank, RefSeq and TPA, as well as records from SwissProt, PIR, PRF, and PDB.
          RefSeq - A comprehensive, integrated, non-redundant, well-annotated set of reference sequences including genomic, transcript, and protein.
          UniProt/GCRP - The gene-centric reference proteome (GCRP) provides a 1:1 mapping between genes and UniProt accessions in which a single 'canonical' isoform represents the product(s) of each protein-coding gene.
          UniProt/TrEMBL - Automatically annotated and unreviewed records of protein sequence and functional information
          Other crossreferences
          AlphaFold DB - AlphaFold provides open access to protein structure predictions for the human proteome and other key proteins of interest, to accelerate scientific research.
          DRscDB - A single-cell RNA-seq resource for data mining and data comparison across species
          EMBL-EBI Single Cell Expression Atlas - Single cell expression across species
          FlyAtlas2 - A Drosophila melanogaster expression atlas with RNA-Seq, miRNA-Seq and sex-specific data
          FlyMine - An integrated database for Drosophila genomics
          InterPro - A database of protein families, domains and functional sites
          KEGG Genes - Molecular building blocks of life in the genomic space.
          MARRVEL_MODEL - MARRVEL (model organism gene)
          Linkouts
          Drosophila Genomics Resource Center - Drosophila Genomics Resource Center (DGRC) cDNA clones
          DroID - A comprehensive database of gene and protein interactions.
          DRSC - Results frm RNAi screens
          Eukaryotic Promoter Database - A collection of databases of experimentally validated promoters for selected model organisms.
          FlyAtlas - Adult expression by tissue, using Affymetrix Dros2 array
          FlyCyc Genes - Genes from a BioCyc PGDB for Dmel
          Flygut - An atlas of the Drosophila adult midgut
          Interactive Fly - A cyberspace guide to Drosophila development and metazoan evolution
          KEGG Pathways - A collection of manually drawn pathway maps representing knowledge of molecular interaction, reaction and relation networks.
          MIST (genetic) - An integrated Molecular Interaction Database
          MIST (protein-protein) - An integrated Molecular Interaction Database
          SignaLink - A signaling pathway resource with multi-layered regulatory networks.
          References (431)