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Difference between revisions of "Carbohydrate Binding Module Family 35"

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== Ligand specificities ==
 
== Ligand specificities ==
Mention here all major natural ligand specificities that are found within a given family (also plant or mammalian origin). Certain linkages and promiscuity would also be mentioned here if biologically relevant.
+
CBM35 is predominantly a bacterial family that comprise protein modules of around 140 amino acids that display a variety of different specificities. CBMs have been shown to bind to 4,5&Delta;-unsaturated deoxyGalA, both 4,5&Delta;unsaturated deoxyGalA and glucuronic acid (GlcA) <cite>Montanier2009,Bolam2004</cite>, the internal regions of &beta;1,4-mannan <cite>Bolam2004</cite>, &alpha;1,6- and &alpha;1,4-glucans; (inferred from crystal structural data) <cite>Suzuki2014,Fujimoto2017</cite> and the non-reducing galactose residues in &beta;1,3-galactan <cite>Ichinose2005</cite> and the galactose units linked &alpha;1,6 to the backbone of &beta;mannan <cite>Correia2010</cite>. All experimentally determined binding was enthalpically driven with affinities varying from 1 to 10 x 10<sup>3</sup> M<sup>-1</sup>.    
 
 
''Note: Here is an example of how to insert references in the text, together with the "biblio" section below:'' Please see these references for an essential introduction to the CAZy classification system: <cite>DaviesSinnott2008 Cantarel2009</cite>. CBMs, in particular, have been extensively reviewed <cite>Boraston2004 Hashimoto2006 Shoseyov2006 Guillen2010</cite>.
 
 
 
 
== Structural Features ==
 
== Structural Features ==
''Content in this section should include, in paragraph form, a description of:''
+
The structures of CBM35s with different specificities have been reported. All these proteins adopt a β-sandwich fold in which the two β-sheets contain four and five antiparallel β-strands, respectively. In all the CBM35s the ligand binding site is located in the loops that connect the two β-sheets (Figure 1). In the CBMs that bind to uronic acid (UA-CBM35s) a calcium is located in the ligand binding site that interacts via a solvent molecule with the carboxylate (Figure 1 <cite>Montanier2009</cite>). The Asn ligands for the metal ion also hydrogen bond with the sugar and, by making interactions only with an equatorial O4 select for GlcA over GalA. A conserved arginine makes bidentate polar interactions with the carboxylate and a tryptophan forms parallel hydrophobic interactions with the pyranose ring. Subtle changes in the polar residues in the ligand binding site of a pectate lyase CBM35 confers specificity for only the unsaturated uronic acid. The role of these polar and hydrophobic residues in glycan binding was confirmed by mutagenesis. The pocket topology of the ligand binding site in which only O1 is solvent exposed explains why these CBMs bind only to terminal sugars and are thus classified as type C modules. The ligand binding site of the CBM that binds to &beta;-mannan (Man-CBM35) adopts a cleft topology and, reflecting its endo-binding mode is designated a a type B module <cite>Tunnicliffe2005</cite>. In contrast to the majority of CBMs, which are generally rigid proteins, Man-CBM35 undergoes significant conformational change upon ligand binding. The curvature of the binding site and the narrow binding cleft are likely to be the main determinants of binding specificity. The predicted solvent exposure of O6 at several subsites provides an explanation for the observed accommodation of decorated mannans. Two of the key aromatic residues in Man-CBM35 that interact with mannopentaose are conserved in mannanase-derived CBM35s. There are also a very large number of structures of CBM35s derived from glucantransferases <cite>Suzuki2014,Fujimoto2017,Light2017</cite>, with several of these enzymes containing multiple copies of these modules. For example a CBM35 module (BcCBM35-1) is located in the loop connecting the &beta;7 strand and &alpha;-helix of the TIM barrel GH66 catalytic module of a ''Bacillus circulans'' cycloisomaltooligosaccharide glucanotransferase, while a second CBM35 (BcCBM35-2) in this enzyme is a discrete module <cite>Suzuki2014</cite>. BcCBM35-1 and BcCBM35-2 bind to &alpha;1,6- and &alpha;1,4-glucans, respectively, in the same region described above for the UA-CBM35s. In these CBMs there is no calcium in the ligand binding site, however, the crucial stacking tryptophan residue is conserved. The ligand binding site of CBM35-1 has a pocket-like topology, similar to UA-CBM35s. The pocket, however, lacks the conserved arginine in UA-CBMs that makes polar interactions with the carboxylate of GlcA ligand (Figure 2). The lack of this bulky amino acid creates the necessary space for O6 to be solvent exposed, explaining why the CBM can interact with internal sugars in the highly curved structure of &alpha;1,6-glucans. The binding site for &alpha;1,4-glucans in CBM35-2 is displaced by 11 &angstrongs; from the binding pocket in the other CBM35s. In addition to making polar contacts with ligand through residues that are conserved in the other CBM35s, CBM35-2 also contains a  surface tryptophan and two asparagine residues, absent in other family members, that make strong hydrogen bonds and apolar interactions with the &alpha;1,4-glucan (Figure 3).
* '''Fold:''' Structural fold (beta trefoil, beta sandwich, etc.)
 
* '''Type:''' Include here Type A, B, or C and properties
 
* '''Features of ligand binding:''' Describe CBM binding pocket location (Side or apex) important residues for binding (W, Y, F, subsites), interact with reducing end, non-reducing end, planar surface or within polysaccharide chains. Include examples pdb codes. Metal ion dependent. Etc.
 
  
 
== Functionalities ==  
 
== Functionalities ==  
''Content in this section should include, in paragraph form, a description of:''
+
Although CBM35 constitutes a discrete protein family, phylogenetic analysis showed that it displays a distant relationship with family 6 CBMs <cite>Bolam2004</cite>. Based on sequence similarities Family 35 CBMs partitions into four major subfamilies (I-IV). Functional predictions for each subfamily are based upon the distributions of CBM35s with known specificities, including carbohydrates with galacto (I), manno (II), gluco (III), and uronate (IV) configurations <cite>Correia2010</cite>. The analysis reveals some enzymes that contain multiple copies of CBM35s that cluster into different subfamilies, illustrated by BcCB35-1 and BcCBM35-2, described above, or are located in the same subfamily suggesting conserved ligand recognition leading to enhanced affinity through avidity effects. A more detailed phylogenetic analysis of CBM35 identified five molecular regions that contribute to specificity and affinity <cite>Correia2010</cite>. The functional significance of CBM35s have been discussed in the literature. It has been proposed that the recognition of Δ4,5-GalA  by CBM35s that are components of plant cell wall (PCW) degrading enzymes, indicates that these CBMs play a role in targeting their cognate CAZymes to regions of the PCW accessible to biological degradation. Pectins are arguably the most accessible region of the plant cell wall and indeed cloak other polysaccharides, such as xyloglucan, occluding them from enzyme attack  <cite>Marcus2008</cite>. Thus, by targeting enzymes to regions rich in Δ4,5-GalA, the UA-CBM35s are directing their cognate catalytic modules to areas of the PCW that are particularly accessible to further biological degradation. This hypothesis was supported by extensive binding of the UA-CBM35 to the pectin rich primary cell walls of plants only after pectate lyase treatment <cite>Montanier2009</cite>. It should be emphasized, however, that a group of ''Cellvibrio japonicus'' UA-CBM35s form cassetes with cellulose binding CBM2s (these CBM2-UA-CBM35 cassettes are identical in amino acid sequence even at the nucleotide level <cite>Kellett1990,Ferreira1993</cite>)) that appended to three xylan degrading enzymes (esterase, arabinofuranosidase and endo-xylanase), also displays significant affinity for GlcA, a side chain present in several xylans <cite>Pena2007</cite>, and thus this plasticity in uronic acid recognition provides the enzyme with a flexible targeting strategy that is tailored to the plant biomass presented to the bacterium. It was argued that this cohort of CBM35s directed their enzymes to regions of cell walls that are being actively degraded but, as xylan structures are revealed, the enzyme is shuttled onto the hemicellulosic polysaccharide affording the hydrolases access to its target substrate <cite>Montanier2009</cite>. Indeed appending the UA-CBM35 to a xylanase enhanced its activity against plant cell walls in muro <cite> Urbanowicz2012</cite>. It was also proposed shown that a UA-CBM35, appended to an exo-β-d-glucosaminidase from the soil bacterium ''Amycolatopsis orientalis'' interacts with the cell wall of the organism, which are known to contain GlcA. Immunofluorescence microscopy showed that the UA-CBM functions as an adhesion molecule tethering the exo-β-d-glucosaminidase to the bacterial cell surface <cite>Montanier2009</cite>. The &alpha-glucan; binding CBMs in glucantransferases appear to contribute to substrate binding in concert with the catalytic module. For example BcCBM35-1 appears to contribute the -8 subsite of the enzyme <cite>Suzuki2014</cite>. This hypothesis was supported by mutagenensis of the two sugar binding sites of BcCBM35-1, while led to a substantial increase in the proportion of large cycloisomaltooligosaccharides with a degree of polymerization <9. In addition to influencing enzyme activity, UA-CBM35s have also been used to explore the nature of GlcA in PCW, as these modules bind to GlcA but not 4-Me-O-GlcA <cite>Urbanowicz2012</cite>
* '''Functional role of CBM:''' Describe common functional roles such as targeting, disruptive, anchoring, proximity/position on substrate.
 
* '''Most Common Associated Modules:''' 1. Glycoside Hydrolase Activity; 2. Additional Associated Modules (other CBM, FNIII, cohesin, dockerins, expansins, etc.)
 
* '''Novel Applications:'''  Include here if CBM has been used to modify another enzyme, or if a CBM was used to label plant/mammalian tissues? Etc.
 
  
 
== Family Firsts ==
 
== Family Firsts ==
 
;First Identified
 
;First Identified
:Insert archetype here, possibly including ''very brief'' synopsis.
+
The Man-CBM35 and a UA-CBM35 from a ''C. japonicus'' GH5 mannanase and GH62 arabinofuranosidase, respectively, were the first members of this family to be identiified and characterized <cite>Bolam2004</cite>.
 +
 
 
;First Structural Characterization
 
;First Structural Characterization
:Insert archetype here, possibly including ''very brief'' synopsis.
+
The first structural characterization of a CBM35 was Man-CBM35 derived from the ''C. japonicus'' endo-mannanase Man5C <cite>Tunnicliffe2005</cite>
 
 
 
== References ==
 
== References ==
 
<biblio>
 
<biblio>
#Cantarel2009 pmid=18838391
+
#Montanier2009 pmid=19218457
#DaviesSinnott2008 Davies, G.J. and Sinnott, M.L. (2008) Sorting the diverse: the sequence-based classifications of carbohydrate-active enzymes. ''The Biochemist'', vol. 30, no. 4., pp. 26-32. [http://www.biochemist.org/bio/03004/0026/030040026.pdf Download PDF version].
+
 
#Boraston2004 pmid=15214846
+
#Bolam2004 pmid=15004012
#Hashimoto2006 pmid=17131061
+
 
#Shoseyov2006 pmid=16760304
+
#Suzuki2014 pmid=24616103
#Guillen2010 pmid=19908036
+
 
 +
#Fujimoto2017 pmid=28698247
 +
 
 +
#Ichinose2005 pmid=15866877
 +
 
 +
#Correia2010 pmid=20496884
 +
 
 +
#Tunnicliffe2005 pmid=15740741
 +
 
 +
#Light2017 pmid=28089449
 +
 
 +
#Marcus2008 pmid=18498625
 +
 
 +
#Kellett1990 pmid=2125205
 +
 
 +
#Ferreira1993 pmid=8373350
 +
 
 +
#Urbanowicz2012 pmid=22893684
 
</biblio>
 
</biblio>
  
 
[[Category:Carbohydrate Binding Module Families|CBM035]]
 
[[Category:Carbohydrate Binding Module Families|CBM035]]

Revision as of 11:21, 24 January 2018

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This page is currently under construction. This means that the Responsible Curator has deemed that the page's content is not quite up to CAZypedia's standards for full public consumption. All information should be considered to be under revision and may be subject to major changes.


CAZy DB link
http://www.cazy.org/CBM35.html

Ligand specificities

CBM35 is predominantly a bacterial family that comprise protein modules of around 140 amino acids that display a variety of different specificities. CBMs have been shown to bind to 4,5Δ-unsaturated deoxyGalA, both 4,5Δunsaturated deoxyGalA and glucuronic acid (GlcA) [1, 2], the internal regions of β1,4-mannan [2], α1,6- and α1,4-glucans; (inferred from crystal structural data) [3, 4] and the non-reducing galactose residues in β1,3-galactan [5] and the galactose units linked α1,6 to the backbone of βmannan [6]. All experimentally determined binding was enthalpically driven with affinities varying from 1 to 10 x 103 M-1.

Structural Features

The structures of CBM35s with different specificities have been reported. All these proteins adopt a β-sandwich fold in which the two β-sheets contain four and five antiparallel β-strands, respectively. In all the CBM35s the ligand binding site is located in the loops that connect the two β-sheets (Figure 1). In the CBMs that bind to uronic acid (UA-CBM35s) a calcium is located in the ligand binding site that interacts via a solvent molecule with the carboxylate (Figure 1 [1]). The Asn ligands for the metal ion also hydrogen bond with the sugar and, by making interactions only with an equatorial O4 select for GlcA over GalA. A conserved arginine makes bidentate polar interactions with the carboxylate and a tryptophan forms parallel hydrophobic interactions with the pyranose ring. Subtle changes in the polar residues in the ligand binding site of a pectate lyase CBM35 confers specificity for only the unsaturated uronic acid. The role of these polar and hydrophobic residues in glycan binding was confirmed by mutagenesis. The pocket topology of the ligand binding site in which only O1 is solvent exposed explains why these CBMs bind only to terminal sugars and are thus classified as type C modules. The ligand binding site of the CBM that binds to β-mannan (Man-CBM35) adopts a cleft topology and, reflecting its endo-binding mode is designated a a type B module [7]. In contrast to the majority of CBMs, which are generally rigid proteins, Man-CBM35 undergoes significant conformational change upon ligand binding. The curvature of the binding site and the narrow binding cleft are likely to be the main determinants of binding specificity. The predicted solvent exposure of O6 at several subsites provides an explanation for the observed accommodation of decorated mannans. Two of the key aromatic residues in Man-CBM35 that interact with mannopentaose are conserved in mannanase-derived CBM35s. There are also a very large number of structures of CBM35s derived from glucantransferases [3, 4, 8], with several of these enzymes containing multiple copies of these modules. For example a CBM35 module (BcCBM35-1) is located in the loop connecting the β7 strand and α-helix of the TIM barrel GH66 catalytic module of a Bacillus circulans cycloisomaltooligosaccharide glucanotransferase, while a second CBM35 (BcCBM35-2) in this enzyme is a discrete module [3]. BcCBM35-1 and BcCBM35-2 bind to α1,6- and α1,4-glucans, respectively, in the same region described above for the UA-CBM35s. In these CBMs there is no calcium in the ligand binding site, however, the crucial stacking tryptophan residue is conserved. The ligand binding site of CBM35-1 has a pocket-like topology, similar to UA-CBM35s. The pocket, however, lacks the conserved arginine in UA-CBMs that makes polar interactions with the carboxylate of GlcA ligand (Figure 2). The lack of this bulky amino acid creates the necessary space for O6 to be solvent exposed, explaining why the CBM can interact with internal sugars in the highly curved structure of α1,6-glucans. The binding site for α1,4-glucans in CBM35-2 is displaced by 11 &angstrongs; from the binding pocket in the other CBM35s. In addition to making polar contacts with ligand through residues that are conserved in the other CBM35s, CBM35-2 also contains a surface tryptophan and two asparagine residues, absent in other family members, that make strong hydrogen bonds and apolar interactions with the α1,4-glucan (Figure 3).

Functionalities

Although CBM35 constitutes a discrete protein family, phylogenetic analysis showed that it displays a distant relationship with family 6 CBMs [2]. Based on sequence similarities Family 35 CBMs partitions into four major subfamilies (I-IV). Functional predictions for each subfamily are based upon the distributions of CBM35s with known specificities, including carbohydrates with galacto (I), manno (II), gluco (III), and uronate (IV) configurations [6]. The analysis reveals some enzymes that contain multiple copies of CBM35s that cluster into different subfamilies, illustrated by BcCB35-1 and BcCBM35-2, described above, or are located in the same subfamily suggesting conserved ligand recognition leading to enhanced affinity through avidity effects. A more detailed phylogenetic analysis of CBM35 identified five molecular regions that contribute to specificity and affinity [6]. The functional significance of CBM35s have been discussed in the literature. It has been proposed that the recognition of Δ4,5-GalA by CBM35s that are components of plant cell wall (PCW) degrading enzymes, indicates that these CBMs play a role in targeting their cognate CAZymes to regions of the PCW accessible to biological degradation. Pectins are arguably the most accessible region of the plant cell wall and indeed cloak other polysaccharides, such as xyloglucan, occluding them from enzyme attack [9]. Thus, by targeting enzymes to regions rich in Δ4,5-GalA, the UA-CBM35s are directing their cognate catalytic modules to areas of the PCW that are particularly accessible to further biological degradation. This hypothesis was supported by extensive binding of the UA-CBM35 to the pectin rich primary cell walls of plants only after pectate lyase treatment [1]. It should be emphasized, however, that a group of Cellvibrio japonicus UA-CBM35s form cassetes with cellulose binding CBM2s (these CBM2-UA-CBM35 cassettes are identical in amino acid sequence even at the nucleotide level [10, 11])) that appended to three xylan degrading enzymes (esterase, arabinofuranosidase and endo-xylanase), also displays significant affinity for GlcA, a side chain present in several xylans [12], and thus this plasticity in uronic acid recognition provides the enzyme with a flexible targeting strategy that is tailored to the plant biomass presented to the bacterium. It was argued that this cohort of CBM35s directed their enzymes to regions of cell walls that are being actively degraded but, as xylan structures are revealed, the enzyme is shuttled onto the hemicellulosic polysaccharide affording the hydrolases access to its target substrate [1]. Indeed appending the UA-CBM35 to a xylanase enhanced its activity against plant cell walls in muro [13]. It was also proposed shown that a UA-CBM35, appended to an exo-β-d-glucosaminidase from the soil bacterium Amycolatopsis orientalis interacts with the cell wall of the organism, which are known to contain GlcA. Immunofluorescence microscopy showed that the UA-CBM functions as an adhesion molecule tethering the exo-β-d-glucosaminidase to the bacterial cell surface [1]. The &alpha-glucan; binding CBMs in glucantransferases appear to contribute to substrate binding in concert with the catalytic module. For example BcCBM35-1 appears to contribute the -8 subsite of the enzyme [3]. This hypothesis was supported by mutagenensis of the two sugar binding sites of BcCBM35-1, while led to a substantial increase in the proportion of large cycloisomaltooligosaccharides with a degree of polymerization <9. In addition to influencing enzyme activity, UA-CBM35s have also been used to explore the nature of GlcA in PCW, as these modules bind to GlcA but not 4-Me-O-GlcA [13]

Family Firsts

First Identified

The Man-CBM35 and a UA-CBM35 from a C. japonicus GH5 mannanase and GH62 arabinofuranosidase, respectively, were the first members of this family to be identiified and characterized [2].

First Structural Characterization

The first structural characterization of a CBM35 was Man-CBM35 derived from the C. japonicus endo-mannanase Man5C [7]

References

  1. Montanier C, van Bueren AL, Dumon C, Flint JE, Correia MA, Prates JA, Firbank SJ, Lewis RJ, Grondin GG, Ghinet MG, Gloster TM, Herve C, Knox JP, Talbot BG, Turkenburg JP, Kerovuo J, Brzezinski R, Fontes CM, Davies GJ, Boraston AB, and Gilbert HJ. (2009). Evidence that family 35 carbohydrate binding modules display conserved specificity but divergent function. Proc Natl Acad Sci U S A. 2009;106(9):3065-70. DOI:10.1073/pnas.0808972106 | PubMed ID:19218457 [Montanier2009]
  2. Bolam DN, Xie H, Pell G, Hogg D, Galbraith G, Henrissat B, and Gilbert HJ. (2004). X4 modules represent a new family of carbohydrate-binding modules that display novel properties. J Biol Chem. 2004;279(22):22953-63. DOI:10.1074/jbc.M313317200 | PubMed ID:15004012 [Bolam2004]
  3. Suzuki N, Fujimoto Z, Kim YM, Momma M, Kishine N, Suzuki R, Suzuki S, Kitamura S, Kobayashi M, Kimura A, and Funane K. (2014). Structural elucidation of the cyclization mechanism of α-1,6-glucan by Bacillus circulans T-3040 cycloisomaltooligosaccharide glucanotransferase. J Biol Chem. 2014;289(17):12040-12051. DOI:10.1074/jbc.M114.547992 | PubMed ID:24616103 [Suzuki2014]
  4. Fujimoto Z, Suzuki N, Kishine N, Ichinose H, Momma M, Kimura A, and Funane K. (2017). Carbohydrate-binding architecture of the multi-modular α-1,6-glucosyltransferase from Paenibacillus sp. 598K, which produces α-1,6-glucosyl-α-glucosaccharides from starch. Biochem J. 2017;474(16):2763-2778. DOI:10.1042/BCJ20170152 | PubMed ID:28698247 [Fujimoto2017]
  5. Ichinose H, Yoshida M, Kotake T, Kuno A, Igarashi K, Tsumuraya Y, Samejima M, Hirabayashi J, Kobayashi H, and Kaneko S. (2005). An exo-beta-1,3-galactanase having a novel beta-1,3-galactan-binding module from Phanerochaete chrysosporium. J Biol Chem. 2005;280(27):25820-9. DOI:10.1074/jbc.M501024200 | PubMed ID:15866877 [Ichinose2005]
  6. Correia MA, Abbott DW, Gloster TM, Fernandes VO, Prates JA, Montanier C, Dumon C, Williamson MP, Tunnicliffe RB, Liu Z, Flint JE, Davies GJ, Henrissat B, Coutinho PM, Fontes CM, and Gilbert HJ. (2010). Signature active site architectures illuminate the molecular basis for ligand specificity in family 35 carbohydrate binding module. Biochemistry. 2010;49(29):6193-205. DOI:10.1021/bi1006139 | PubMed ID:20496884 [Correia2010]
  7. Tunnicliffe RB, Bolam DN, Pell G, Gilbert HJ, and Williamson MP. (2005). Structure of a mannan-specific family 35 carbohydrate-binding module: evidence for significant conformational changes upon ligand binding. J Mol Biol. 2005;347(2):287-96. DOI:10.1016/j.jmb.2005.01.038 | PubMed ID:15740741 [Tunnicliffe2005]
  8. Light SH, Cahoon LA, Mahasenan KV, Lee M, Boggess B, Halavaty AS, Mobashery S, Freitag NE, and Anderson WF. (2017). Transferase Versus Hydrolase: The Role of Conformational Flexibility in Reaction Specificity. Structure. 2017;25(2):295-304. DOI:10.1016/j.str.2016.12.007 | PubMed ID:28089449 [Light2017]
  9. Marcus SE, Verhertbruggen Y, Hervé C, Ordaz-Ortiz JJ, Farkas V, Pedersen HL, Willats WG, and Knox JP. (2008). Pectic homogalacturonan masks abundant sets of xyloglucan epitopes in plant cell walls. BMC Plant Biol. 2008;8:60. DOI:10.1186/1471-2229-8-60 | PubMed ID:18498625 [Marcus2008]
  10. Kellett LE, Poole DM, Ferreira LM, Durrant AJ, Hazlewood GP, and Gilbert HJ. (1990). Xylanase B and an arabinofuranosidase from Pseudomonas fluorescens subsp. cellulosa contain identical cellulose-binding domains and are encoded by adjacent genes. Biochem J. 1990;272(2):369-76. DOI:10.1042/bj2720369 | PubMed ID:2125205 [Kellett1990]
  11. Ferreira LM, Wood TM, Williamson G, Faulds C, Hazlewood GP, Black GW, and Gilbert HJ. (1993). A modular esterase from Pseudomonas fluorescens subsp. cellulosa contains a non-catalytic cellulose-binding domain. Biochem J. 1993;294 ( Pt 2)(Pt 2):349-55. DOI:10.1042/bj2940349 | PubMed ID:8373350 [Ferreira1993]
  12. Urbanowicz BR, Peña MJ, Ratnaparkhe S, Avci U, Backe J, Steet HF, Foston M, Li H, O'Neill MA, Ragauskas AJ, Darvill AG, Wyman C, Gilbert HJ, and York WS. (2012). 4-O-methylation of glucuronic acid in Arabidopsis glucuronoxylan is catalyzed by a domain of unknown function family 579 protein. Proc Natl Acad Sci U S A. 2012;109(35):14253-8. DOI:10.1073/pnas.1208097109 | PubMed ID:22893684 [Urbanowicz2012]

All Medline abstracts: PubMed