Johnny Birch1, Sanaullah Khan1, Mikkel Madsen1, Christian Kjeldsen2, Marie Sofie Møller1, Emil G P Stender1, Günther H J Peters3, Jens Ø Duus2, Birthe B Kragelund4, Birte Svensson1. 1. Enzyme and Protein Chemistry, Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads, Building 224, DK-2800 Kgs. Lyngby, Denmark. 2. NMR Spectroscopy, Department of Chemistry, Technical University of Denmark, Kemitorvet 207, DK-2800 Kgs. Lyngby, Denmark. 3. Biophysical and Biomedicinal Chemistry, Department of Chemistry, Technical University of Denmark, Kemitorvet 206, DK-2800 Kgs. Lyngby, Denmark. 4. Structural Biology and NMR Laboratory, Department of Biology, University of Copenhagen, Ole Maaloes Vej 5, DK-2200 Copenhagen N, Denmark.
Abstract
Lactic acid bacterial exopolysaccharides (EPS) are used in the food industry to improve the stability and rheological properties of fermented dairy products. β-Lactoglobulin (BLG), the dominant whey protein in bovine milk, is well known to bind small molecules such as fatty acids, vitamins, and flavors, and to interact with neutral and anionic polysaccharides used in food and pharmaceuticals. While sparse data are available on the affinity of EPS-milk protein interactions, structural information on BLG-EPS complexes, including the EPS binding sites, is completely lacking. Here, binding sites on BLG variant A (BLGA), for oligosaccharides prepared by mild acid hydrolysis of two EPS produced by Streptococcus thermophilus LY03 and Lactobacillus delbrueckii ssp. bulgaricus CNRZ 1187, respectively, are identified by NMR spectroscopy and supplemented by isothermal titration calorimetry (ITC) and molecular docking of complexes. Evidence of two binding sites (site 1 and site 2) on the surface of BLGA is achieved for both oligosaccharides (LY03-OS and 1187-OS) through NMR chemical shift perturbations, revealing multivalency of BLGA for EPS. The affinities of LY03-OS and 1187-OS for BLGA gave K D values in the mM range obtained by both NMR (pH 2.65) and ITC (pH 4.0). Molecular docking suggested that the BLGA and EPS complexes depend on hydrogen bonds and hydrophobic interactions. The findings provide insights into how BLGA engages structurally different EPS-derived oligosaccharides, which may facilitate the design of BLG-EPS complexation, of relevance for formulation of dairy products and improve understanding of BLGA coacervation.
Lactic acid bacterial exopolysaccharides (EPS) are used in the food industry to improve the stability and rheological properties of fermented dairy products. β-Lactoglobulin (BLG), the dominant whey protein in bovine milk, is well known to bind small molecules such as fatty acids, vitamins, and flavors, and to interact with neutral and anionic polysaccharides used in food and pharmaceuticals. While sparse data are available on the affinity of EPS-milk protein interactions, structural information on BLG-EPS complexes, including the EPS binding sites, is completely lacking. Here, binding sites on BLG variant A (BLGA), for oligosaccharides prepared by mild acid hydrolysis of two EPS produced by Streptococcus thermophilusLY03 and Lactobacillus delbrueckii ssp. bulgaricus CNRZ 1187, respectively, are identified by NMR spectroscopy and supplemented by isothermal titration calorimetry (ITC) and molecular docking of complexes. Evidence of two binding sites (site 1 and site 2) on the surface of BLGA is achieved for both oligosaccharides (LY03-OS and 1187-OS) through NMR chemical shift perturbations, revealing multivalency of BLGA for EPS. The affinities of LY03-OS and 1187-OS for BLGA gave K D values in the mM range obtained by both NMR (pH 2.65) and ITC (pH 4.0). Molecular docking suggested that the BLGA and EPS complexes depend on hydrogen bonds and hydrophobic interactions. The findings provide insights into how BLGA engages structurally different EPS-derived oligosaccharides, which may facilitate the design of BLG-EPS complexation, of relevance for formulation of dairy products and improve understanding of BLGA coacervation.
β-Lactoglobulin
(BLG) is the dominant and most well-studied
whey protein in bovine milk.[1] It belongs
to the lipocalin family of small, extracellular proteins that bind
and transport hydrophobic molecules.[2,3] Of 10 isoforms,
β-lactoglobulin variants A (BLGA) and B are the two most abundant
in cow. They differ at two positions, D/G64 and V/A118,[4] but have essentially identical three-dimensional
structures.[5] Both variants contain 162
residues and adopt an eight-stranded β-barrel fold, with an
internal cavity referred to as the calyx, flanked by a three-turn
α-helix (Figure ).[6] Two β-sheets of β-strands
A–D and E–H, respectively, create the β-barrel
with the calyx being the primary location for small guest molecules
such as fatty acids,[3,7−12] dodecyl sulfate,[13] β-carotene,[14] and irinotecan.[15,16] A ninth β-strand
I constitutes a large part of the interface in a BLG homodimer, formed
in a pH sensitive monomer-to-dimer transition between pH 2.5 and 4.0
that depends on temperature and ionic strength.[17−21] BLG is thus mostly a dimer under physiological conditions,
that is BLG > 50 μM, NaCl ∼150 mM, 37 °C, and
neutral
pH 6–8.[21−23] The tertiary structure of BLG is further stabilized
by two disulfide bonds, C66–C160 and C106–C119, while
C121 has a free thiol group. The AB, CD, EF, and GH loops, connecting
the strands at the open end of the calyx, are longer and more flexible
than the other barrel strand-connecting loops BC, DE, and FG (Figure ). The EF loop forms
a lid mediating the opening and closing of the calyx and exists in
a closed conformation at pH < 7, as observed in crystal and NMR
structures.[6,17] In the closed conformation, the
EF loop prevents ligand entry into the calyx, while at pH > 7,
the
open EF loop[24,25] allows access to the calyx, typically
hosting hydrophobic ligands.[26,27] Dynamics measured by
NMR revealed high flexibility of the D strand and of the EF and GH
loops allowing malleability in BLG and accommodation of a wide range
of ligands.[28] Besides the calyx, several
studies reported a secondary hydrophobic pocket on the outer surface
of BLG that interacts with ligands such as the flavor compound β-ionone
(involving Y102, L104, and D129), vitamin D3 affecting hydrophobic
residues from the main α-helix (F136, A139, and L140), I147,
and the buried R148 from β-strand I, and A142, L143, P144, and
M145 from the loop connecting strand I and the main α-helix.[27,29−33]
Figure 1
NMR
solution structure of BLGA at pH 2.65 (PDB code 1DV9).[6] The β-barrel formed by β-strands A–H
(labelled) is shown in yellow, and the closed conformation of the
EF loop is shown in magenta. The β-strand I in red contributes
to the interface in the BLGA homodimer. Hydrophobic ligand binding
residues are indicated in blue for the calyx-binding site, and the
secondary hydrophobic surface-binding site is indicated in gray. The
calyx is space filled (cyan) to show the spaciousness, and the remaining
backbone is colored in green.
NMR
solution structure of BLGA at pH 2.65 (PDB code 1DV9).[6] The β-barrel formed by β-strands A–H
(labelled) is shown in yellow, and the closed conformation of the
EF loop is shown in magenta. The β-strand I in red contributes
to the interface in the BLGA homodimer. Hydrophobic ligand binding
residues are indicated in blue for the calyx-binding site, and the
secondary hydrophobic surface-binding site is indicated in gray. The
calyx is space filled (cyan) to show the spaciousness, and the remaining
backbone is colored in green.BLG has been found to interact with several types of polysaccharides,
either occurring naturally or added as ingredients in foods and in
pharmaceuticals,[34,35] such as the anionic pectin,[36] κ-carrageenan,[37] and alginate,[38] as well as the mostly
neutral exopolysaccharides (EPS), produced by lactic acid bacteria
common in fermented dairy foods.[39−41] EPS comprise homo-EPS,
composed of a single monosaccharide, such as in fructans and a variety
of α-glucans,[42−44] and hetero-EPS, composed of different monosaccharides
and synthesized from lipid carrier-oligosaccharide repeats, typically
of a degree of polymerization (DP) of 3–9, joined to form the
corresponding polysaccharide.[43−45] Hetero-EPS provide texturizing
characteristics, for example, to yogurt,[46−48] via formation
of coacervates, which motivated the present choice of oligosaccharide
repeat ligands, produced by mild acid hydrolysis of EPS from Streptococcus thermophilusLY03 and Lactobacillus delbrueckiissp. bulgaricus CNRZ 1187.
Previously, binding of BLGA and other prominent milk proteins to seven
EPS from lactic acid bacteria has been assessed by surface plasmon
resonance analysis, and the two EPS selected here bound most strongly
to native BLGA, as demonstrated in that study.[41] Generally, the interactions with purified milk proteins
vary with EPS monosaccharide composition, glycosidic linkage patterns,
branching, and molecular weight.[41−51] Recently, it was suggested that the affinity for EPS is governed
by polar interactions with only a smaller contribution from hydrophobic
interactions and involves avidity between sites.[41,51] However, as the large molecular size of EPS hampers structural characterization
of the protein complexes, the role of distinct EPS structures and
the mechanisms of EPS–BLG interactions are poorly understood.In the present study, oligosaccharides representing repeat units
were prepared from EPS secreted by S. thermophilusLY03[52] and L. delbrueckiissp. bulgaricus CNRZ 1187.[53] Their binding
sites on BLGA were determined and characterized by NMR revealing two
distinct sites on the surface of BLGA, one of which has not been described
for ligand binding before. The findings were complemented with affinity
measurements by isothermal titration calorimetry (ITC) and molecular
docking of the oligosaccharide repeats to the identified binding sites
on BLGA. Overall, the results provide molecular details on where EPS-derived
oligosaccharides bind to BLGA as well as their binding parameters,
which together will facilitate molecular-based construction of optimized
food texture and help understand BLGA-based coacervation.
Results
Preparation
and Structure Elucidation of LY03-OS and 1187-OS
EPS were
purified from two strains, S. thermophilusLY03 and L. delbrueckiissp. bulgaricus
CNRZ 1187, respectively, grown in 10% skimmed milk medium. Different
variations of the known oligosaccharide repeat unit of the EPS from S. thermophilusLY03 (Figure A,B), as well as oligosaccharides of smaller
or larger DP than the known repeat structures of both EPS (onwards
referred to as LY03-OS and 1187-OS, respectively) were produced by
mild acid hydrolysis and purified by size-exclusion chromatography.[54−56] After further purification by HPLC, LY03-OS and 1187-OS were essentially
size homogeneous (Figure S1, inserts),
as supported by MALDI-TOF MS (Figure S1). Due to the limited amount available, a purified larger oligosaccharideLY03-OSDP6 was used only for ITC experiments.
Figure 2
Repeating units of the
EPS from Streptococcus thermophiles LY03 and Lactobacillus delbrueckiibulgaricus CNRZ 1187. (A) LY03-OS repeat unit structure. (B) Prepared
LY03 oligosaccharides LY03-OS1, LY03-OS2, and LY03-OS3 present at
ratios of 8:1:1. (C) 1187-OS repeat unit structure. (D) Prepared 1187
oligosaccharides 1187-OS1, 1187-OS2, and 1187-OS3 present at ratios
of 6:3:1. The structures in A and C have been determined previously.[46,52,53]
Repeating units of the
EPS from Streptococcus thermophiles LY03 and Lactobacillus delbrueckiibulgaricus CNRZ 1187. (A) LY03-OS repeat unit structure. (B) Prepared
LY03 oligosaccharidesLY03-OS1, LY03-OS2, and LY03-OS3 present at
ratios of 8:1:1. (C) 1187-OS repeat unit structure. (D) Prepared 1187
oligosaccharides 1187-OS1, 1187-OS2, and 1187-OS3 present at ratios
of 6:3:1. The structures in A and C have been determined previously.[46,52,53]The reported structures of the repeating units of LY03-OS and 1187-OS
of DP4 and 5, respectively (Figure A,C),[52,53] were confirmed by NMR structural
analysis, of oligosaccharide samples (Tables S1–S5, Figure S2). The LY03-OS sample contained one major and two
minor tetrasaccharides, referred to as LY03-OS1-3, in approximate
8:1:1 molar ratios (Figure B). The 1187-OS sample contained three tetrasaccharides, 1187-OS1-3,
in molar ratios of about 6:3:1 (Figure D). Notably, oligosaccharides corresponding to the
full repeat motif of DP5 (Figure C), were not identified in the 1187-OS sample. The
results of the detailed NMR structural analyses of LY03-OS1-3 and
1187-OS1-3 are given in Supporting Information (inclusive Tables S1–S5).
Chemical Shift Assignment
of BLGA
The NMR interaction
analyses were performed at pH 2.65, where BLGA is purely monomeric.
At higher pH values, BLGA exists in a monomer–dimer equilibrium
which complicates the NMR analysis with many peaks missing due to
line broadening. To analyze the change in chemical shifts upon oligosaccharide
binding, the BLGA was made up of the same amino acid sequence as the
BLGA previously structure-determined by NMR.[57] A similar heteronuclear single-quantum correlation (HSQC) spectrum
to our recent study of BLGA–alginate interactions was obtained[58] (Figure S3). BLGA
has 162 residues including eight prolines; thus, disregarding the
N-terminal amide, 153 backbone resonance peaks were expected in the 1H,15N-HSQC spectrum. The chemical shifts were taken
from the previous assignments[58] and matched
perfectly to those published for BLGA,[57,58] indicating
correctly folded recombinant BLGA.
Interaction between BLGA
and LY03-OS and 1187-OS
Titration
of 15N-labeled BLGA, with increasing amounts of added oligosaccharides
obtained from the two EPS, was monitored by changes in chemical shifts
of backbone amides (Figure A,B) by chemical shift perturbation analysis (Figure ).
Figure 3
Overlay of 1H,15N-HSQC spectra of BLGA titrated
with 1187-OS and LY03-OS at pH 2.65. (A) Addition of 0.0–5.7
mM 1187-OS and (B) addition of 0.0–6.3 mM LY03-OS. Residues
with large chemical shift perturbations are labeled and marked with
boxes. (C–D) Changes in peak positions upon titration with
1187-OS (0.0–5.7 mM), (C) chemical shift changes of K70, I71,
I72, A80, and L87 corresponding to site 1. (D) Chemical shift changes
of K101 and T102 corresponding to site 2. Arrows indicate the direction
of the changes with (C) single directional movement and (D) double
directional movement.
Figure 4
Chemical shift perturbation
analysis of backbone amides in BLGA
(350 μM) titrated with (A) LY03-OS (6.3 mM) and (B) 1187-OS
(5.7 mM). The horizontal cyan line represents the average chemical
shift change, and the blue line represents the AVG + 1STD chemical
shift perturbations. Unassigned peaks are labelled A–E.
Overlay of 1H,15N-HSQC spectra of BLGA titrated
with 1187-OS and LY03-OS at pH 2.65. (A) Addition of 0.0–5.7
mM 1187-OS and (B) addition of 0.0–6.3 mM LY03-OS. Residues
with large chemical shift perturbations are labeled and marked with
boxes. (C–D) Changes in peak positions upon titration with
1187-OS (0.0–5.7 mM), (C) chemical shift changes of K70, I71,
I72, A80, and L87 corresponding to site 1. (D) Chemical shift changes
of K101 and T102 corresponding to site 2. Arrows indicate the direction
of the changes with (C) single directional movement and (D) double
directional movement.Chemical shift perturbation
analysis of backbone amides in BLGA
(350 μM) titrated with (A) LY03-OS (6.3 mM) and (B) 1187-OS
(5.7 mM). The horizontal cyan line represents the average chemical
shift change, and the blue line represents the AVG + 1STD chemical
shift perturbations. Unassigned peaks are labelled A–E.The highest concentrations used of LY03-OS and
1187-OS were 6.3
and 5.7 mM, respectively, corresponding to BLGA/oligosaccharide molar
ratios of 1:14.3 and 1:15.8, respectively. Although changes in chemical
shifts were in general small and appeared linear with increasing oligosaccharide
concentrations without reaching saturation (Figure ), large chemical shift perturbations (>1
standard deviation from the mean) reaching saturation were in both
cases observed for a subset of residues (Figure A,B). Both LY03-OS and 1187-OS bound with
modest affinity to BLGA and gave comparable chemical shift perturbation
patterns (Figure ).
Figure 6
Fit of the
classical binding model to chemical shift perturbations
as a function of HEPS oligosaccharide concentrations of binding site
1 (see the Materials and Methods section). (A) Chemical shift perturbations
fitted individually for residues titrated with 1187-OS, where chemical
shift perturbation is above AVG + 1STD in the 1H,15N-HSQC. (B) Chemical shift perturbations fitted globally for residues
titrated with 1187-OS, where chemical shift perturbation is above
AVG + 1STD in the 1H,15N-HSQC. (C) Chemical
shift perturbations fitted individually for residues titrated with
LY03-OS, where chemical shift perturbation is above AVG + 1STD in
the 1H,15N-HSQC. (D) Chemical shift perturbations
fitted globally for residues titrated with LY03-OS, where chemical
shift perturbation is above AVG + 1STD in the 1H,15N-HSQC. See Figures C,D and S4 for zooms on peak shifts in
the 1H,15N-HSQC for titration with 1187-OS and
LY03-OS, respectively.
The largest chemical shift perturbations mapped to the regions
K70–I72, L87 (Figures C and 6A,C), and K101–Y102 (Figures D, S4), with chemical shift perturbations of K70–I72 being
the most prominent. Addition of the oligosaccharides also affected
L58, K60, and A80, and some chemical shift perturbations occurred
in residues C and D of the five unassigned spin systems A–E
(Figure ). In the
case of 1187-OS, the signal from D129 broadened beyond detection during
the titration, suggesting it to be involved in binding as well.Generally, the largest chemical shift perturbations occurred for
charged and polar residues, indicating that BLGA-oligosaccharide binding
may involve polar interactions and electrostatics. Furthermore, the
uniform chemical shift perturbation pattern in the presence of either
of the neutral LY03-OS and 1187-OS, compared to a different chemical
shift perturbation pattern induced by trisaccharides from the acidic
polysaccharide alginate,[58] indicated a
certain site specificity of oligosaccharide binding to BLGA. To address
such potential discrimination of oligosaccharide-binding sites, the
chemical shift perturbations were therefore mapped onto the three-dimensional
structure of BLGA (Figure ). This revealed that K70–I72 plus L87 generate a well-defined,
positively charged patch[59] for LY03-OS
and 1187-OS (site 1, Figure ), while K101 and Y102 form a smaller and more neutral binding
patch (site 2, Figure ). The site 2 was previously identified to bind alginate trisaccharides.[58] D129 has been reported to be involved in site
2.[58] Indeed, the peak of D129 also disappeared
upon titration with 1187-OS, indicating its involvement in binding,
but this interaction could not be quantified. Notably, the direction
of the chemical shift perturbations for site 2 residues K101 and Y102
was not unidirectional, suggesting these residues to be perturbed
also by binding to site 1 and potentially being cooperatively matured
by site 1 binding. This was most prominent for 1187-OS binding, indicating
potential differences in orientation across the binding site or differences
in binding affinity. Finally, as BLGA exists as a dimer at the milk-relevant
pH, we mapped the two identified binding sites onto the dimer surface
(Figure C). None of
the two binding sites were obscured by dimer formation, and both were
accessible also in the dimer.
Figure 5
Chemical shift perturbations larger than AVG
+ 1STD mapped on the
structure of BLGA.[6] (A) LY03-OS, 1187-OS
induced changes mapped onto the BLGA surface (PDB code 1DV9). (B) Electrostatic
surface representation of BLGA (PDB code 1DV9) at pH 2.65 calculated using ProPka,
APBS, and pymol.[59] Red: negative potentials,
blue: positive potentials, and white: uncharged regions. (C) LY03-OS,
1187-OS induced changes mapped onto the BLGA surface (PDB code 1BEB); the dimeric interface
is marked in red.
Chemical shift perturbations larger than AVG
+ 1STD mapped on the
structure of BLGA.[6] (A) LY03-OS, 1187-OS
induced changes mapped onto the BLGA surface (PDB code 1DV9). (B) Electrostatic
surface representation of BLGA (PDB code 1DV9) at pH 2.65 calculated using ProPka,
APBS, and pymol.[59] Red: negative potentials,
blue: positive potentials, and white: uncharged regions. (C) LY03-OS,
1187-OS induced changes mapped onto the BLGA surface (PDB code 1BEB); the dimeric interface
is marked in red.
Binding Affinities of BLGA
for LY03-OS and 1187-OS
To quantify the interactions of the
LY03-OS and 1187-OS with BLGA
in more detail, their dissociation constants (KD) were determined from nonlinear global fits to the largest
chemical shift perturbations observed in the 1H,15N-HSQCs, including all residues perturbed above average plus 1 standard
deviation (AVG + 1STD) (Figure ; Table S6). Due to peak overlap or line broadening, A86 and D129 were
excluded from the fits. With the oligosaccharide concentrations used,
saturation of site 2 was not achieved, and hence, reliable KD values for this site were not obtained. Residues
which were located alone in the spectra and with large chemical shift
perturbations (Figure ) were selected, and only residues with reliable independent KD values (Table S6) were included in the global fitting procedure (see the Materials
and Methods section), which gave very similar KD values for LY03-OS and 1187-OS of 5.4 ± 1.8 and 3.5
± 1.2 mM, respectively (Figure and Table S7).Fit of the
classical binding model to chemical shift perturbations
as a function of HEPS oligosaccharide concentrations of binding site
1 (see the Materials and Methods section). (A) Chemical shift perturbations
fitted individually for residues titrated with 1187-OS, where chemical
shift perturbation is above AVG + 1STD in the 1H,15N-HSQC. (B) Chemical shift perturbations fitted globally for residues
titrated with 1187-OS, where chemical shift perturbation is above
AVG + 1STD in the 1H,15N-HSQC. (C) Chemical
shift perturbations fitted individually for residues titrated with
LY03-OS, where chemical shift perturbation is above AVG + 1STD in
the 1H,15N-HSQC. (D) Chemical shift perturbations
fitted globally for residues titrated with LY03-OS, where chemical
shift perturbation is above AVG + 1STD in the 1H,15N-HSQC. See Figures C,D and S4 for zooms on peak shifts in
the 1H,15N-HSQC for titration with 1187-OS and
LY03-OS, respectively.As the change in pH from
pH 2.65 to pH 4.0 will affect the protonation
states of acidic side chains, and especially that of D129 positioned
in site 2,[58] we addressed binding of the
oligosaccharides at dimer conditions, at pH 4.0, that is also more
relevant for milk by using ITC. The data of binding of oligosaccharides
determined using ITC at pH 4.0 were fitted to a one site binding model
using n = 2, as provided from the NMR analyses. The
enthalpograms showed that the interactions between BLGA and LY03-OS
DP4 and 1187-OS DP4 were both exothermic (Figure ) and yielded KD values of 2.8 ± 0.2 and 2.0 ± 0.1 mM, respectively, close
to the values obtained by NMR at monomer conditions. Fitting using n = 1 or n = 3 provided poorer fits to
the data (with χ2 values of 255, 240, and 260 for n = 1, 2, or 3, respectively); still, KDs varied only ±0.5, 0.2, and 0.4 mM for LY03-OS
DP4, LY03-OSDP6, and 1187-OS DP4, respectively. Thus, the change
in pH did not seem to affect the affinity considerably, underscoring
the dominance of lysine side chains in the binding sites. However,
D129 may get protonated at pH 2.65. We therefore calculated its pKa
value using the program PropKa[59,60] and the three-dimensional
structures of the monomer and the dimer. D129 is fully accessible
in both states, and a pKa value of 2.87
(PDB 1BEB) and
2.51 (PDB 1DV9) suggests that even at pH 2.65, a considerable fraction of D129
will still be negatively charged.
Figure 7
ITC analysis of 37 μM BLGA binding
to LY03-OS and 1187-OS
(DP4 and DP6). ITC data of (A) LY03-OS of DP4 (5 mM), (B) LY03-OS
of DP6 (4 mM), (C) 1187-OS of DP4 (5.5 mM), and (D) binding parameters
from fitting the data to a one site model with n fixed
to 2.
ITC analysis of 37 μM BLGA binding
to LY03-OS and 1187-OS
(DP4 and DP6). ITC data of (A) LY03-OS of DP4 (5 mM), (B) LY03-OS
of DP6 (4 mM), (C) 1187-OS of DP4 (5.5 mM), and (D) binding parameters
from fitting the data to a one site model with n fixed
to 2.Due to the scarcity of the oligosaccharides,
and the overall correspondence
of the results with the NMR data, only one repetition was carried
out for each ligand. Because of this, we did not attempt to extract
the enthalpies and entropies for binding. Comparing the ITC and NMR
results, 1187-OS appears to have a slightly higher affinity for BLGA
than LY03-OS. An oligosaccharide of DP6 was also purified from the
acid hydrolysate of LY03 and showed KD of 0.9 ± 0.0 mM for BLGA (Figure D).Overall, the analyses of chemical
shift perturbations from NMR
and the ITC titrations jointly indicated that BLGA uses two sites
for binding EPSoligosaccharides, which all bound with low mM KD, and hence modest affinity, to BLGA. With
two sites accessible there is potential avidity effects driving coacervation
of BLGA and EPS.
Docking of Modeled LY03-OS and 1187-OS Repeats
on BLGA
The chemical shift perturbations from the oligosaccharide
titrations
were used to model complexes of BLGA with LY03-OS and 1187-OS (Figure A,C), respectively.
The docking experiments were independently performed at site 1 (K70,
I71, and I72) and site 2 (K100, K101, Y102, and D129) by initially
using the Glide SP docking mode. Four structures of the complex were
selected using the criterion that the poses (a candidate-binding mode)
are different (>1 Å rmsd between the pose with the best Glide
SP score and the selected pose). These structures were subsequently
subjected to induced-fit docking (IFD) with final rescoring using
Glide XP. For sites 1 and 2, the best ligand conformation for the
LY03-OS tetrasaccharide repeat (Figure A) resulted in IFD scores (Glide XP score) of −306.5
kcal/mol (−11.8 kcal/mol) and −305.2 kcal/mol (−10.7
kcal/mol), respectively. For the 1187-OSpentasaccharide repeat (Figure C), the scores for
sites 1 and 2 were −304.5 kcal/mol (−13.4 kcal/mol)
and −303.0 kcal/mol (−11.4 kcal/mol), respectively.
Poses with the best IFD scores for the LY03-OS and 1187-OS repeat
units at the two sites are presented in Figures and 9. Although the
energy differences are relatively small for a particular oligosaccharide
binding at the two sites, the poses for LY03-OS and 1187-OS are clearly
distinct. Both oligosaccharides bind to β-strand D in site 1
and form several hydrogen bonds with backbone atoms, especially of
K70 and I72. The docking poses of the oligosaccharides at site 1 show
that LY03-OS forms fewer hydrogen bonds with protein residues than
1187-OS (see Figures A and 9A). Furthermore, 1187-OS has several
interactions with protonated acidic residues (E55, D62, and E74),
which are not observed for LY03-OS. Site 2 is located partly in the
FG loop and in the loop between strand H and the main α-helix,
and the binding of the oligosaccharides is favored by hydrogen bonds
with backbones and side chains. For 1187-OS, backbone hydrogen bonds
are observed with T18, K101, and R124, whereas for LY03-OS, backbone
hydrogen bonds are only observed with K100 (Figures B and 9B). We also
investigated the binding of 1187 tetrasaccharides (Figure D) to site 1/site 2. The IFD
score (Glide XP score) for 11987-OS1, 1187-OS2, and 1187-OS3 are,
respectively, −303.2/–301.2 (−11.7/–10.1),
−305.6/–302.5 (−13.4/–12.0), and −302.7/–304.3
(−11.9/–11.7). Numbers are given in kcal/mol. Although
the IFD scores are close to each other, the interaction pattern for
the tetrasaccharides with BGLA is different in utilizing hydrogen
bonds to residue side chains and backbones (see Figures S9–S10). Considering the latter: 1187-OS1 forms
backbone hydrogen bonds with I72, D85, and A86 (site 1) and T125,
K100, E125, and D129 (site 2); 1187-OS2 forms backbone hydrogen with
K70, I72, D85, and A86 (site 1) and K100, R124, and V128 (site 2);
and 1187-OS3 forms backbone hydrogen bonds with W61, K70, I72, and
D85 (site 1) and T18, K101, and R124 (site 2). Furthermore, the energies
are close to the docking score for the 1187-OSpentasaccharide repeat,
indicating that an extension of the saccharide from 4 to 5 units does
not significantly change the binding score.
Figure 8
Structure of BLGA with
bound LY03-OS repeat model (Figure A) at: (A) site 1 (K70, I71,
and I72) and (B) site 2 (K100, K101, Y102, and D129). The LY03-OS
repeat model is displayed as sticks. The backbone of BLGA residues
within 3 Å of the oligosaccharide is shown as sticks. The color
coding is as follows: carbon—gray, oxygen—red, and nitrogen—blue.
The tertiary structure of BLGA is displayed in rainbow color on the
left. To the right, the oligosaccharide interaction diagrams are shown.
The type of interactions are listed in the inset of the interaction
diagram.
Figure 9
Structure of BLGA with the bound 1187-OS repeat
model (Figure C) at:
(A) site 1
(K70, I71, and I72) and (B) site 2 (K100, K101, Y102, and D129). The
1187-OS repeat model is displayed as stick (light gray). The backbone
of residues that are within 3 Å of the oligosaccharide is shown
as sticks, and the color coding is as follows: carbon-gray, oxygen-red,
and nitrogen-blue. The tertiary structure of BLGA is displayed in
rainbow color on the left. To the right, the oligosaccharide interaction
diagrams are shown. The type of interactions are listed in the inset
of the interaction diagram.
Structure of BLGA with
bound LY03-OS repeat model (Figure A) at: (A) site 1 (K70, I71,
and I72) and (B) site 2 (K100, K101, Y102, and D129). The LY03-OS
repeat model is displayed as sticks. The backbone of BLGA residues
within 3 Å of the oligosaccharide is shown as sticks. The color
coding is as follows: carbon—gray, oxygen—red, and nitrogen—blue.
The tertiary structure of BLGA is displayed in rainbow color on the
left. To the right, the oligosaccharide interaction diagrams are shown.
The type of interactions are listed in the inset of the interaction
diagram.Structure of BLGA with the bound 1187-OS repeat
model (Figure C) at:
(A) site 1
(K70, I71, and I72) and (B) site 2 (K100, K101, Y102, and D129). The
1187-OS repeat model is displayed as stick (light gray). The backbone
of residues that are within 3 Å of the oligosaccharide is shown
as sticks, and the color coding is as follows: carbon-gray, oxygen-red,
and nitrogen-blue. The tertiary structure of BLGA is displayed in
rainbow color on the left. To the right, the oligosaccharide interaction
diagrams are shown. The type of interactions are listed in the inset
of the interaction diagram.
Discussion
Due to its ability to bind a wide range of hydrophobic
compounds,
BLG is an extensively studied milk protein relevant for a large number
of industrial and biotechnological applications. The primary binding
site for these ligands is in the calyx,[3,8,27,29] whereas a secondary
binding site is located in the hydrophobic pocket at the homodimer
interface formed by the α-helix and the β-barrel.[8,10,11,27] We recently reported two surface-exposed binding sites for anionic
alginate trisaccharides on BLGA, different to both the primary and
secondary sites.[58] The present study also
identified two surface-exposed binding sites for the neutral oligosaccharides
of DP4 LY03-OS and 1187-OS, prepared from two EPS from lactic acid
bacteria. One of these sites, site 1, is distinct from all previously
reported binding sites, while site 2 is shared with one of the two
recently identified binding sites for alginate trisaccharides.[58] Jointly, this surmounts to a total of five different
ligand-binding sites identified on BLGA.Site 1, consisting
of K70, I71, I72, and L87, is situated at the
mouth of the calyx where access to the cavity of the hydrophobic β-barrel
is prevented by the EF loop forming a lid at pH 2.65. The mouth of
the calyx is often involved in hydrogen bonding with hydroxyl groups
of amphipathic molecules having their hydrophobic part buried inside
the calyx.[26,27] Notably, under the conditions
used, site 1 was not involved in binding alginate trisaccharides.[58] In contrast, site 2 which is composed of K101,
Y102, and for LY03-OS including D129, is distinct from both site 1
and the previously reported surface-residing hydrophobic pocket accessible
in the dimer. However, some of the residues perturbed by β-ionone,
that is Y102 and D129, but not K60 and L104,[33] are shared with site 2. The present BLGA EPS-oligosaccharide titrations
were carried out at pH 2.65, where side chains of aspartic and glutamic
acids are protonated. However, from the chemical shift perturbations
(Figure ), the only
acidic amino acid affected upon binding of EPS-oligosaccharides is
D129 and its pKa value suggests that this
is fractionally deprotonated at pH 2.65. As there is also a possibility
of an interaction between the deprotonated carboxylate form of D129
with the OH groups of the EPS-oligosaccharides, this suggests that
site 2 is available also at higher pH, as investigated by ITC at pH
4.0. EPS-oligosaccharide-binding site 2 has also been reported for
the negatively charged alginate trisaccharides; however, binding of
alginate trisaccharide also caused selective perturbation of E127,
D130, and D137,[58] which were assumed to
be protonated at pH 2.65. These perturbations likely stem from longer
ranged negative electrostatic effect of the alginate trisaccharide,
an effect we do not observe for the neutral EPS-oligosaccharidesLY03-OS
and 1187-OS.Chemical shift perturbation analysis showed that
LY03-OS and 1187-OS
bind weakly albeit similarly to BLGA, yielding KD values in the low mM range (Figure , Tables S6 and S7). However, due to lack of saturation for some residues in the binding
site, as well as the observed line broadening effect at the applied
oligosaccharide concentrations, a thorough differentiation between
sites 1 and 2 was not possible. One reason may be that several different
oligosaccharide orientations are possible at the binding site, illustrated
by the docking experiments, or that the oligosaccharide binding to
one site may affect binding at the other site, as indicated by the
non-linear changes in the chemical shift perturbations for site 2
residues (Figure D).
Thus, residues showing saturation as K70 and I71 (site 1), as well
as line broadening of D129 (site 2), are likely core residues in the
binding sites, whereas residues not saturated by oligosaccharide might
still be involved in binding if the oligosaccharide adopts a certain
orientation. We thus note that in the 1H,15N-HSQC,
D129 showed line broadening effects and that K101 and Y102 indicated
a complex binding model (Figure D), suggesting that site 2 in fact may have a different
binding mechanism and affinity from site 1, for which we were able
to extract affinity by NMR. The docking procedure resulted in docking
scores for the best ligand conformation for site 1 and site 2 of −11.8
kcal mol–1 and −10.7 kcal mol–1, respectively, supporting a slightly higher affinity of site 1 for
the LY03-OS repeat (DP4, Figures A and 8). Similarly, for the
1187 repeat (DP5, Figures C and 9), the docking score was −13.4
kcal mol–1 for site 1 and −11.7 kcal mol–1 for site 2, again indicating higher affinity for
site 1. Both sites showed higher affinity for the 1187-OS repeat than
that for the LY03-OS repeat, fully in line with affinities determined
by NMR and ITC. However, to further rank the conformations in the
different poses, it may require allowing for the effect of water molecules
and protein flexibility by using molecular dynamics simulations.The ITC analysis at pH 4.0 quantifying BLGA binding to the LY03-OS
and 1187-OS of DP4 (Figure B,D) yielded KD values of 2.8
± 0.2 mM and 2.0 ± 0.1 mM, respectively (Figure ), while KD was 0.9 mM ± 0.0 mM for binding of DP6LY03-OS
(Figure D). These KD values are in the same order of magnitude
and only slightly lower than the values obtained by chemical shift
perturbations at pH 2.65, indicating that the dimer, which is present
at pH 4.0, maintains both interaction sites. Notably, the full-length
EPS binding analysis carried out using SPR at pH 4.0 gave KD values normalized to the repeats of LY03 and
1187 of 1.5 and 4.7 μM, respectively,[41] indicating that a distinct avidity effect was also reflected in
the difference in KD between LY03 DP4
and DP6 determined by ITC in the present work. This multivalency of
BLGA may enable formation of coacervates linking more chains to one
BLGA monomer, and it is therefore possible that the presence of two
different sites is an underlying feature of BLGA that promotes higher
order structures of relevance to its use in the food industry. Studying
larger oligosaccharides will be crucial for further addressing the
mechanism of coacervation.
Conclusions
Two EPS binding sites,
sites 1 and 2, are identified on the surface
of BLGA at pH 2.65. Site 1 is distinctly different from all previously
reported binding sites on BLG, while site 2 shares residues involved
in binding of alginate trisaccharides and hydrophobic compounds. The
chemical shift perturbations showed site-specific binding of LY03-OS
and 1187-OS to BLGA with the modest affinity driven by polar interactions.
As shown by ITC, the binding sites are preserved in the BLGA dimer.
These results provide new insights into polysaccharide binding and
may form a basis for designing interactions in BLGA–EPS particles
to optimize food texture. The data furthermore offer a platform for
exploring the binding ability of BLG with various other hydrophilic
compounds and open for understanding BLGA coacervation.
Materials and
Methods
EPS Production and Purification
EPSLY03 and 1187 were
produced in 10% skimmed milk medium by S. thermophilusLY03 (kind gift of Prof. Luc De Vuyst, Brussels, Belgium) and by L. delbrueckiissp. bulgaricus CNRZ 1187, respectively,
as described previously.[41] Briefly, proteins
and cells were precipitated after fermentation by addition of 80%
(v/v) trichloroacetic acid to a final concentration of 20% (v/v) and
removed by centrifugation (15,000g, 30 min, 4 °C).
Subsequently, EPSLY03 and 1187 were precipitated from the supernatants
overnight at 5 °C by ethanol (two volumes) and acetone (one volume),
respectively, collected by centrifugation (15,000g, 30 min, 4 °C), dissolved in Milli-Q (MQ)-water (1 h, 50 °C),
and purified by size-exclusion chromatography (XK26/100 Sephacryl
S-400 column; GE Healthcare, Uppsala, Sweden) with MQ-water as the
mobile phase at RT and a constant flow rate (1 mL min–1). EPS were quantified by the phenol–sulfuric acid method
using monosaccharide mixtures mimicking the repeating unit compositions
as standard.[61]
Preparation of LY03-OS
and 1187-OS
EPS (10 mg mL–1) was hydrolyzed
by 0.1 M TFA (20 min, 90 °C)
as slightly modified from a method described previously.[62] The hydrolysate was adjusted on ice to pH 5–7
by 5 M NaOH and diluted with MQ-water to 0.1 M NaOH. Oligosaccharides
(<3 kDa) were separated from larger EPS fragments by ultrafiltration
(3 kDa Amicon filter; Millipore, Billerica, MA) and collected in the
run-through. EPS fragments (>3 kDa, ∼1 mL in the filter)
were
diluted with MQ-water (∼15 mL) and a second run-through containing
oligosaccharides (<3 kDa) was collected. This step was repeated
thrice. EPS >3 kDa was collected and resubjected to hydrolysis
by
adding 99% TFA to a final concentration of 0.1 M and heating for 5
min (90 °C). Such further partial hydrolysis was continued until
negligible amounts of high molecular mass EPS remained, as evaluated
by thin-layer chromatography. The oligosaccharide mixtures were separated
(XK16/100 Bio-Gel P-2; Bio-Rad, California, USA) in MQ-water at a
constant flow rate (0.1 mL min–1) and RT. Oligosaccharides
were collected, and acetonitrile was added to 50% (v/v) and further
purified by HPLC (UltiMate 3000; Dionex, Sunnyvale, CA) equipped with
a refractive index detector (RI-101; Showa Denko, Kanagawa, Japan)
using a TSKgel Amide-80 column (5 μm particle size; 4.6 by 250
mm with 4.6 by 10 mm guard column at 1 mL min–1;
Tosoh, Tokyo, Japan]) in acetonitrile/water (70:30, v/v) at 70 °C.
Oligosaccharides were lyophilized and stored at −20 °C.
They were dissolved in appropriate buffers depending on the experiment.
Oligosaccharides were quantified using the phenol–sulfuric
acid method[61] and purified after HPLC was
assessed by thin-layer chromatography (silica gel 60 F254, Merck), as described[58] (Figure S1).
Structure Elucidation of
LY03-OS and 1187-OS
LY03-OS
and 1187-OS were dissolved in 99.9% D2O, and NMR spectra
were recorded at 25 °C on a Bruker Avance III (799.90 MHz for 1H and 201.15 MHz for 13C) equipped with a 5 mm
TCI 1H/(13C, 15N) cryoprobe using
3-(trimethylsilyl)-1-propanesulfonic (DSS) as an internal standard
(0.0002 ppm and −2.032 ppm for 1H and 13C, respectively).[62] The mixing times for
rotating frame nuclear Overhauser effect spectroscopy (ROESY) and
heteronuclear single quantum coherence–total correlation spectroscopy
(HSQC–TOCSY) were 200 and 80 ms, respectively. Heteronuclear
multiple bond spectroscopy was optimized for 10 Hz long range coupling
constants. All two-dimensional spectra were recorded using standard
Bruker pulse sequences and were acquired and processed using TopSpin
3.5.
Isothermal Titration Calorimetry
BLGA (in house preparation
isolated from cow milk)[63] was dissolved
in 10 mM sodium acetate (pH 4.0) at 5.0 mg mL–1 (272
μM), centrifuged (12,000g, 20 min, 4 °C),
and dialyzed 3 × 5 h at 4 °C against 10 mM sodium acetate
(pH 4.0) (3 kDa cutoff, SpectraPor membrane; Spectrum). LY03-OS (DP4
and DP6) and 1187-OS (DP4) were dissolved to 4–5.5 mM in 10
mM sodium acetate (pH 4.0) from the dialysis of BLGA and centrifuged
(12,000g, 20 min, 4 °C). ITC titrations were
conducted using ITC200 (Thermo Scientific, USA) at 25 °C with
4.0 mM LY03-OS DP4 and 5.0 mM DP6 and 5.5 mM 1187-OS DP4 (all diluted
in dialysate) in the syringe (sample volume 40 μL) and 37 μM
BLGA (diluted in dialysis buffer) in the cell (sample volume 200 μL),
in a series of 16 injections, each of 2.5 μL including an initial
0.4 μL injection (deleted from the data set). A blank titration
was subtracted from the data to correct for heat of dilution. Integrated
and normalized binding data were fitted to a one-site binding model
and n = 1, 2, or 3 using the accompanying origin-based
software (Microcal analysis). For analysis of LY03-OS DP 6, the second
titration step was removed as it was an outlier which impaired the
fitting.
BLGA Cloning and Pichia Pastoris Transformation
The
gene encoding bovine BLGA (CAA32835) was modified to encode the amino
acid sequence of BLGA, previously analyzed by NMR spectroscopy, which
has three extra residues (Glu-Ala-Glu) at the N-terminus and the first
two residues of BLGA WT (1L-2I) replaced by 1A-2Y and a point mutation
(V108F).[57,58] Cloning and mutagenesis were carried out,
as described previously.[58]
Production
of Isotope-Labeled Recombinant BLGA
Production
of BLGA was carried out, as described.[58] Briefly, the best expressing transformant was precultured in 25
mL of buffered glycerol-complex medium [BMGY: 1% (w/v) yeast extract,
2% (w/v) peptone, 0.1 M KH2PO4 (pH 6.0), 0.34%
(w/v) yeastnitrogen base, 4 × 10–5% (w/v)
biotin, 1% (v/v) glycerol] and further propagated in 1 L BMGY medium
until OD600 = 2–6 (150 rpm, 30 °C). The cells
were harvested (1500g, 5 min, 22 °C), resuspended
in 1 L buffered minimal methanol [0.1 M KH2PO4 (pH 6.0), 0.34% (w/v) yeastnitrogen base without amino acids and
ammonium chloride, 4 × 105% (w/v) biotin, 1% 15N-ammonium sulfate (Cambridge Isotope Laboratories Inc, Andover,
USA), 0.5% (v/v) glycerol] medium for expression, as described previously.[58]
Purification of Recombinant BLGA
BLGA was purified
using a desalting Hiprep Desalt 26/10 column (GE Healthcare) and size
exclusion Hiload Superdex 75 16/60, (GE Healthcare), as described
previously.[58] The protein was dialyzed
(Spectra/Por, Spectrumlabs, 3 kDa, 4 °C) against MQ-water thrice
with 100-fold dilution for at least 4 h and lyophilized. For NMR experiments,
BLGA WT was dissolved in 55 mM KH2PO3 (pH 2.65)
and dialyzed as above against the buffer. All protein concentrations
were determined spectrophotometrically at 280 nm using ε = 18,450
M–1 cm–1 calculated by ProtParam[64] from the amino acid sequence.
NMR Experiments
of BLGA
15N-BLGA was diluted
in 50 mM potassium phosphate (pH 2.65), H2O/D2O (90/10 v/v), 0.1 mM 2,2-dimethyl-2-silapentanesulfonic acid (DSS)
to a concentration of 100 μM and analyzed by NMR spectroscopy.
These conditions were chosen to stabilize the BLGA monomer, which
is stable for many days at 37 °C and for months at 4 °C.[57] Immediately prior to NMR analysis in 5 mm Shigemi
microtubes, the protein samples were centrifuged (20,000g, 10 min, 25 °C) to remove the precipitate. Titrations were
performed under the same conditions but with the addition of 0–6.3
mM LY03-OS or 0–5.7 mM 1187-OS. The 1H,15N-HSQC spectra were recorded on either an 800 MHz Varian INOVA spectrometer
equipped with a 5 mm triple resonance room temperature probe with
a Z-field gradient at 37 °C and mixing time 150 ms using Varian/Agilent
BioPack sequence or a 600 MHz Bruker AVANCE system equipped with a
cryoprobe. Recorded free induction decays were processed using the
nmrPipe.[65] Proton chemical shifts were
referenced to internal 2,2-dimethyl-2-silapentanesulfonic acid at
0.00 ppm and the assignments of BLGA transferred from our previous
study.[58] For determination of chemical
shift perturbations and KDs, the change
in chemical shift (in ppm) in the proton and nitrogen dimension was
calculated as:[66]where a scaling factor of 5 was chosen to
match the proton and nitrogen chemical shift change difference. The
dissociation constant, KD, was then determined
using the following equationwhere [P]0 is the total concentration
of protein and is set constant at 0.1 mM, whereas [L]0 is
the total ligand concentration at each step (the variable). For global
fits, the same equation was used, with KD being the global variable and Δδmax being
kept as an individual variable.
Docking of LY03-OS and
1187-OS Repeat Models on BLGA
The NMR structure of BLGA was
obtained from the protein data bank
(PDB entry code: 1DV9)[6] choosing arbitrarily the first model.
The LY03-OS and 1187-OS repeat models (Figure A,C) were built in the GLYCAM carbohydrate
builder.[67] BLGA was prepared using Protein
Preparation Wizard and LigPrep programs, respectively, within the
Schrödinger suite 2016-1[68] applying
besides for pH, which was set to 2.65, the default settings. The repeat
models were prepared using LigPrep with default settings at target
pH 2.65 using Epik.[69] Docking calculations
were performed using Glide within the Schrödinger suite 2016-1[68] and applying standard precision (Glide SP),[70,71] extra precision (Glide XP),[72] and IFD[73] with default settings. According to the NMR
results, two binding areas were of interest; site 1 (K70, I71, and
I72) and site 2 (K100, K101, Y102, and D129). Both sites were independently
investigated, and for each docking study, these residues were used
to define the center of the docking region (grid) with an extension
of ≤22 Å (larger than the sizes of the repeat models).
The IFD docking protocol consists of several sequential steps; (i)
Glide SP docking using a softened potential, where the scaling factor
for van der Waals radii was set to 0.5 for the BLGA and oligosaccharides,
(ii) Prime refinement was applied to optimize side-chain conformation
of residues within 5 Å of the oligosaccharides using the OPLS3
force field,[74] and (iii) Glide XP[74] redocking of the oligosaccharides into all induced
fit protein structures. Each pose was ranked by using the composite
induced fit score calculated as a linear combination of 0.05 ×
Prime energy plus the Glide2 XP score (IFD score).
Authors: Richard A Friesner; Jay L Banks; Robert B Murphy; Thomas A Halgren; Jasna J Klicic; Daniel T Mainz; Matthew P Repasky; Eric H Knoll; Mee Shelley; Jason K Perry; David E Shaw; Perry Francis; Peter S Shenkin Journal: J Med Chem Date: 2004-03-25 Impact factor: 7.446
Authors: Joanna I Loch; Agnieszka Polit; Piotr Bonarek; Dominika Olszewska; Katarzyna Kurpiewska; Marta Dziedzicka-Wasylewska; Krzysztof Lewiński Journal: Int J Biol Macromol Date: 2012-03-10 Impact factor: 6.953
Authors: Bahar Mehrad; Raheleh Ravanfar; Jonathan Licker; Joe M Regenstein; Alireza Abbaspourrad Journal: Food Res Int Date: 2017-12-14 Impact factor: 6.475
Authors: S Brownlow; J H Morais Cabral; R Cooper; D R Flower; S J Yewdall; I Polikarpov; A C North; L Sawyer Journal: Structure Date: 1997-04-15 Impact factor: 5.006
Authors: Joanna I Loch; Jakub Barciszewski; Joanna Śliwiak; Piotr Bonarek; Paulina Wróbel; Kinga Pokrywka; Ivan G Shabalin; Wladek Minor; Mariusz Jaskolski; Krzysztof Lewiński Journal: IUCrJ Date: 2022-04-29 Impact factor: 5.588