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. 2015 Jul 22;13(7):4539–4555. doi: 10.3390/md13074539

Structural Investigation of the Oligosaccharide Portion Isolated from the Lipooligosaccharide of the Permafrost Psychrophile Psychrobacter arcticus 273-4

Angela Casillo 1, Ermenegilda Parrilli 1, Sannino Filomena 1,2, Buko Lindner 3, Rosa Lanzetta 1, Michelangelo Parrilli 4, Maria Luisa Tutino 1, Maria Michela Corsaro 1,*
Editor: Antonio Trincone
PMCID: PMC4515632  PMID: 26204948

Abstract

Psychrophilic microorganisms have successfully colonized all permanently cold environments from the deep sea to mountain and polar regions. The ability of an organism to survive and grow in cryoenviroments depends on a number of adaptive strategies aimed at maintaining vital cellular functions at subzero temperatures, which include the structural modifications of the membrane. To understand the role of the membrane in the adaptation, it is necessary to characterize the cell-wall components, such as the lipopolysaccharides, that represent the major constituent of the outer membrane. The aim of this study was to investigate the structure of the carbohydrate backbone of the lipooligosaccharide (LOS) isolated from the cold-adapted Psychrobacter arcticus 273-4. The strain, isolated from a 20,000-to-30,000-year-old continuously frozen permafrost in Siberia, was cultivated at 4 °C. The LOS was isolated from dry cells and analyzed by means of chemical methods. In particular, it was degraded either by mild acid hydrolysis or by hydrazinolysis and investigated in detail by 1H and 13C NMR spectroscopy and by ESI FT-ICR mass spectrometry. The oligosaccharide was characterized by the substitution of the heptose residue, usually linked to Kdo in the inner core, with a glucose, and for the unusual presence of N-acetylmuramic acid.

Keywords: Psychrobacter arcticus strain 273-4, glycoconjugates, lipopolysaccharide, N-acetylmuramic acid, structural determination, NMR spectroscopy

1. Introduction

Cold environments are arguably the most widespread on our planet and in our solar system [1]. At least 80% of terrestrial habitats and oceans are permanently cold, together with six of the other eight planets of our solar system. Hence, understanding life’s adaptation to cold environments on our planet could be useful in the search for and understanding of life on other planets [2].

Many microorganisms populate Arctic and Antarctic regions [3], and those inhabiting permafrost in particular are good candidates to study cold-adaptation, due to the mean annual temperature between −10 and −12 °C in the Arctic and between −18 and −27 °C in the Antarctic [4]. Although living microorganisms can be successfully recovered either from ice or permafrost, the latter is a more proficient environment to sustain longer growth time due to its heterogeneous soil particles and larger reservoirs of nutrients [5,6,7].

One physiological response to the cold environment is the alteration of membrane components, such as the presence of unsaturated and branched fatty acids in phospholipids that maintain membrane fluidity [8], and the different phosphorylation of membrane proteins and lipopolysaccharides [9,10,11,12,13,14].

The lipopolysaccharides (LPSs) are the major component of the outer membrane (OM) of almost all Gram-negative bacteria and of some cyanobacteria [15,16,17,18], constituting approximately 75% of the outer surface. The LPSs are heat-stable amphiphilic molecules indispensable for the viability and survival of Gram-negative bacteria, as they heavily contribute to the structural integrity of the OM and to the protection of the bacterial cell envelope [19].

The structure of an intact smooth (S)-type bacterial LPS molecule can be divided into three covalently linked domains: the glycolipid anchor, called lipid A, the intermediate core oligosaccharide (core), and the O-specific polysaccharide (O-chain) [20]. However, the rough (R)-type LPSs (also called lipooligosaccharides, LOSs) are completely devoid of the O-specific polysaccharide chain either due to genetic mutation or the inherent nature of bacteria [21].

Extreme habitats drive microbial components to fulfill cell homeostasis through the maintenance of membrane integrity. Thus, the structural characterization of LPSs of cold-adapted Gram-negative bacteria grown at low temperatures could give insight into the cryo-adaptation phenomena understanding.

Until now, only LPSs from marine Arctic [11,22] and Antarctic [12,23] Gram-negative microorganisms have been characterized, but very little is known about isolates from permafrost. It has been shown that viable bacteria are abundant in Siberian permafrost [6,24], and the most frequently isolated from the Kolyma permafrost of northeast Siberia include Arthrobacter, Exiguobacterium, Flavobacterium, Sphingomonas, and Psychrobacter [4,5,6]. Psychrobacter is considered an indicator genus for permafrost and other polar environments [25], suggesting that many of its members are adapted to low temperatures and have evolved molecular-level changes that aid survival at low temperatures.

Psychrobacter arcticus 273-4 is a Gram-negative bacterium isolated from a 20,000-to-30,000-year-old continuously frozen permafrost horizon in the Kolyma region in Siberia that was not exposed to temperatures higher than 4 °C during isolation [5].

In this paper, we report the structural characterization of the carbohydrate backbone of the LOS of Psychrobacter arcticus 273-4 grown at 4 °C.

The lipooligosaccharide was degraded both by mild hydrazinolysis (O-deacylation) and by acetic acid hydrolysis. The products were investigated by means of chemical analysis, by 1H and 13C NMR spectroscopy and by electrospray ionization Fourier transform ion cyclotron resonance mass spectrometry (ESI FT-ICR MS).

2. Results and Discussion

2.1. LPS Extraction and Purification

Psychrobacter arcticus strain 273-4 cells were grown at 4 °C and removed from the medium by centrifugation. Dried bacteria cells were extracted using a phenol/chloroform/light petroleum (PCP) mixture to obtain the crude LPS. Due to the very low amount of LPSPCP (0.03%), cells were extracted by phenol/water method, and the aqueous phase was dialyzed and freeze-dried. In order to purify LPSw from other cell contaminants, the sample was treated with DNase, RNase, and protease followed by dialysis (LPSW, 3.1%). The purified sample (LPSW) was analyzed by DOC-PAGE electrophoresis, and the silver nitrate staining showed bands at low molecular masses, thus revealing a rough LPS (LOS, Figure 1).

Figure 1.

Figure 1

Analysis of the LPSW (Lane b) fraction from P. arcticus strain 273-4 by14% DOC-PAGE. The gel was stained with silver nitrate and was compared with LPS from E. coli O127: B8 (Lane a).

The sugar composition of the intact LOS was obtained by GC-MS analysis of the acetylated methyl glycosides and revealed the occurrence of rhamnose (rha), galactose (gal), glucose (glc), N-acetylmuramic acid (NAM), and 3-deoxy-d-manno-oct-2-ulosonic acid (Kdo). Methylation analysis indicated the presence of 3-substituted Rha, terminal Glc, 4-substituted Glc, 3-substituted Gal, terminal NAM, 3,4,6-trisubstituted Glc, 3,4-disubstituted Glc, terminal Kdo, and 4,5-disubstituted Kdo. The methylation data also revealed a pyranose ring for all the residues. The absolute configurations of the sugar residues were determined by GC-MS analysis of the corresponding acetylated 2-octyl glycosides; all the hexoses were founded to be in the d-configuration, while rhamnose residue in the l-configuration. The absolute configuration of N-acetylmuramic acid was supported by the NMR data (see below).

Fatty acids analysis revealed the presence of the following main components: 3-hydroxy dodecanoic 12:0(3OH), 3-hydroxy tetradecanoic 14:0(3OH), tetradecanoic 14:0, tetradecenoic 14:1, pentadecanoic 15:0, and pentadecenoic 15:1 acids.

2.2. Deacylation of the LPS

The LOSW was O-deacylated with anhydrous hydrazine and the product obtained (LOS-OH) was analyzed by ESI FT-ICR mass spectrometry. The charge deconvoluted mass spectrum showed various K-adducts [M + n(K − H)] of four main ion populations M1–M4 (Figure 2), the composition of which is reported in Table 1. The most abundant ion population with a mass of 2633.927 u was attributed to the following composition: DeoxyHexHex5Kdo2NAMHexN2P2 [14:0(3OH)] [12:0(3OH)] ([M1 + (K − H)], calculated monoisotopic mass: 2633. 934 u). The signal of M3, occurring at 162.052 u lower than M1, suggested the presence of ion populations containing one hexose less. In addition, the intensity of the signal of M3 suggests very low abundance of this glycoform. The ion populations M2 and M4 were attributed the same sugar composition as M1 and M3, respectively, whereas the mass difference of 28.03 u is due to a 3-hydroxy dodecanoic in place of the 3-hydroxy tetradecanoic acid.

Figure 2.

Figure 2

Charge deconvoluted ESI FT-ICR mass spectrum of the LOS-OH fraction isolated from P. arcticus 273-4. The spectrum was acquired in the negative ion mode.

Table 1.

Composition of the main species observed in the charge deconvoluted ESI FT-ICR mass spectrum of the O-deacylated LOS from P. arcticus 273-4. Mass numbers given refer to the monoisotopic masses.

Species Observed Mass [u] Calculated Mass [u] Composition a
M1-H + K 2633.926 2633.934 NAMDeoxyHexHex5Kdo2HexN2P2 [14:0(3OH)] [12:0(3OH)]
M2-H + K 2605.898 2605.903 NAMDeoxyHexHex5Kdo2HexN2P2 [12:0(3OH)] [12:0(3OH)]
M3-H + K 2471.875 2471.882 NAMDeoxyHexHex4Kdo2HexN2P2 [14:0(3OH)] [12:0(3OH)]
M4-H + K 2443.845 2443.851 NAMDeoxyHexHex4Kdo2HexN2P2 [12:0(3OH)] [12:0(3OH)]

a All molecular species were revealed as K salts.

In addition, the methylation data revealed that the lack of the hexose residue for the ion populations M3 and M4 was from the position O-6 of the 3,4,6-trisubstituted glucose.

2.3. Mild Acid Hydrolysis of the LPS

The well-known ability of the LOS to form micellar aggregates in aqueous solution did not allow the direct structural NMR analysis. Thus, the LOS was hydrolyzed under mild acidic conditions to cleave the unstable Kdo glycosidic linkage between the lipid A and the saccharidic region. After centrifugation, the supernatant containing the core oligosaccharidic portion of the LOS was separated from a precipitate constituted by the lipid A. The supernatant was analyzed by ESI FT-ICR MS. The charge deconvoluted mass spectrum displayed the presence of two main ion populations (N1 and N2, Figure 3). As expected, for the most abundant N1, occurring at 1469.501 u (calculated monoisotopic mass: 1469.48 u), it was found the following composition: NAMDeoxyHexHex5Kdo1. Again, the difference of 162.056 u with N2 confirmed the presence of an ion population lacking one hexose residue. No peaks with two Kdo residues were found, since the ketosidic bond is much more acid-labile than the common aldosidic bonds. Signals at 46.00 and 18.01 u lower mass values with respect to N1 were both assignable to Kdo artifacts [26].

Figure 3.

Figure 3

Charge deconvoluted ESI FT-ICR mass spectrum of the supernatant of acetic acid hydrolysis of P. arcticus 273-4 LOS. The spectrum was acquired in the negative ion mode.

The supernatant mixture was further purified on a Bio-Gel P-10 chromatography column (Bio-Rad Laboratories S.r.l, Milano, Italy ), using pyridinium acetate buffer as eluent. The main obtained fraction, named OS, was studied by two-dimensional NMR spectroscopy.

2.4. NMR Spectroscopic Analysis of OS

To characterize the core oligosaccharide OS fraction, it was analyzed by one- and two-dimensional NMR spectroscopy. In particular, 1H-1H DQF-COSY (double quantum-filtered correlation spectroscopy), 1H-1H TOCSY (total correlation spectroscopy), 1H-1H ROESY (rotating-frame nuclear Overhauser enhancement spectroscopy), 1H-13C DEPT-HSQC (distortionless enhancement by polarization transfer-heteronuclear single quantum coherence), and 1H-13C HMBC (heteronuclear multiple bond correlation) experiments were performed.

The 1H-NMR spectrum of the OS fraction, recorded at 310 K, is shown in Figure 4. Seven anomeric proton signals (A–G), attributable to core monosaccharide residues, were present in the region between δ 4.5 and δ 5.4 ppm (Table 2).

Figure 4.

Figure 4

1H NMR spectrum of the core oligosaccharide (OS) obtained by mild hydrolysis of LOS. The spectrum was recorded in D2O at 310 K at 600 MHz. The letters refer to the residues as described in Table 2 and Scheme 1.

Table 2.

1H and 13C NMR assignments of the oligosaccharide OS obtained from acetic acid hydrolysis of the LOS from P. arcticus strain 273-4. The spectra were recorded at 310 K at 600 MHz.

Residue H1
C1
H2
C2
H3
C3
H4
C4
H5
C5
H6
C6
H7
C7
H8
C8
Lactyl C1′ a H2′ a
C2′
H3′
C3′
A
α-d-MurNAcb
5.36
95.1
3.72
55.0
3.78
78.3
3.66
71.8
3.98
73.5
3.64/3.81
64.5
-
183.2
4.43
79.8
1.40
20.0
B
3,4,6-α-d-Glcp
5.16
100.9
3.84
73.6
4.28
78.0
3.98
75.2
4.44
71.4
4.04/4.19
68.8
C
3-α-l-Rhap
5.06
103.5
4.12
68.6
3.86
77.2
3.57
71.7
3.82
70.8
1.30
18.8
D
β-d-Glcp
4.95
102.9
3.38
74.8
3.52
77.2
3.43
71.5
3.47
77.1
3.74/3.93
62.2
E
4-β-d-Glcp
4.75
102.2
3.41
74.3
3.67
75.6
3.67
79.7
3.61
76.1
3.82/3.97
61.5
F
3-β-d-Galp
4.52
104.2
3.66
71.6
3.72
81.6
4.01
69.6
3.75
76.5
3.74/3.92
62.2
G
β-d-Glc p
4.51
103.8
3.33
74.4
3.52
77.1
3.41
74.3
3.46
77.3
3.74/3.92
62.2
H
5-Kdo
n.d. -
97.8
1.89/2.09
35.5
4.16
67.3
4.11
77.0
3.87
72.8
4.06
70.0
3.78/3.80
64.5

Additional chemical shifts: a All lactyl resonances of MurNAc are labelled prime: 1′, carboxylate; 2′, linkage point; 3′, methyl; b NAc resonances: δ 2.07/23.0 ppm (CH3), 175.5 ppm (CO); n.d.: not determined.

The 1H-NMR spectrum of OS was also recorded at 318 K (data not shown) in order to reduce the anomeric signals overlapping. In this experiment, the anomeric proton signal of E was clearly visible. Moreover, the integration of all anomeric signals showed a relative ratio of 1:1 except for the signal at 4.51 ppm. In fact, the peak area for this signal was twice the amount of every other proton anomeric signal, thus indicating the coincidence of H-1 of F with H-1 of G chemical shifts.

By considering all the two-dimensional NMR experiments, the spin systems of all the monosaccharides were identified (Table 2).

Residue A with H-1/C-1 signals at δ 5.36/95.1 ppm was identified as a 3-O-(1-carboxyethyl) ether of 2-acetamido-2-deoxy glucopyranosyl residue (namely N-acetylmuramic acid (NAM)), with an α-anomeric configuration, as suggested by the low 3JH-1,H-2 value (3.1 Hz). Moreover, its H-2 proton at δ 3.72 ppm was correlated, in the DEPT-HSQC experiment (Figure 5), with a C-2 resonance occurring at δ 55.0 ppm, thus indicating a nitrogen-bearing carbon atom. In addition, the HMBC spectrum showed a long range scalar coupling between the signal of H-3 at δ 3.78 ppm with the signal at δ 79.8 ppm, attributed to C-2′ of 1-carboxyethyl substituent. The same experiment also revealed a correlation between the signal at δ 4.43 ppm, attributed to H-2′, with both the signals of C-1′ (δ 183.2 ppm) and C-3′ (δ 20.0 ppm), respectively, of 1-carboxyethyl substituent. Finally, a correlation between H-2 signal at δ 3.72 ppm and the carbonyl signal of NAc group at δ 175.5 ppm was also identified.

Figure 5.

Figure 5

Anomeric/carbinolic (a) and aliphatic regions (b) of 1H-13C DEPT-HSQC spectrum of OS core of the LOS from P. arcticus strain 273-4. The spectrum was recorded in D2O at 310 K at 600 MHz.

The correlations of each H-1 to H-6 with all other protons of residues B, D, E, and G in the TOCSY spectrum provided evidence for the gluco configuration of all these ring systems.

Residue B with H-1/C-1 signals at δ 5.16/100.9 ppm was assigned to a 3,4,6 trisubstituted α-glucose unit on the basis of the small anomeric coupling constant value (3JH-1,H-2 = 3.7 Hz). The downfield shift of C-3, C-4, and C-6 values of this unit at δ 78.0, 75.2, and 68.8 ppm, respectively [27], identified its substitution. This residue was linked to Kdo residue at the O-5 position, as shown by the correlation between H-1 B and C-5 of H in the HMBC spectrum (Figure 6, Table 3).

Figure 6.

Figure 6

Anomeric (a) and carbinolic (b) regions of 1H-13C HMBC spectrum of OS core of the LOS from P. arcticus 273-4. The spectrum was recorded in D2O at 310 K at 600 MHz.

Table 3.

Correlations for H-1 and C-1 in the two-dimensional ROESY and 1H, 13C HMBC spectra of the oligosaccharide OS obtained from acetic acid hydrolysis of the LOS from P. arcticus strain 273-4. The spectra were recorded at 310 K at 600 MHz.

Anomeric Atom in Sugar Residue (δ) Correlations to Atom in Sugar Residue (δ)
ROESY HMBC
A H-1 (5.36) C-1 (95.1) C H-3 (3.86) C H-3 (3.86)
B H-1 (5.16) H H-5 (4.11) H C-5 (77.0)
C H-1 (5.06) F H-3 (3.72) F C-3 (81.6)
D H-1 (4.95) C-1 (102.9) B H-3 (4.28) B H-3 (4.28)
E H-1 (4.75) C-1 (102.2) B H-4 (3.98) B H-4 (3.98)
F H-1 (4.52) E H-4 (3.67) E C-4 (79.7)
G H-1 (4.51) C-1 (103.8) B H-6 (4.04,4.19) B H-6 (4.04,4.19)

The lack of heptose residue, usually linked in the inner core to the Kdo, has been found so far in the Moraxellaceae [28] and Rhizobiaceae families [29,30]. The only example of a heptose-deficient core region among lipopolysaccharides from psychrophiles was found in Colwellia psychrerythraea strain 34H [22].

Residues D and G with H-1/C-1 signals at δ 4.95/102.9 and δ 4.51/103.8 ppm, respectively, were identified as terminal β-glucoses, since none of their carbons were shifted by glycosylation. For both residues the β configuration was inferred by the high 3JH-1,H-2 values (8.1 and 8.0 Hz for D and G, respectively). Intra-residue NOE (Nuclear Overhauser Effect) contacts of H-1 with H-3 and H-5 (δ 3.52 and 3.47 ppm, and δ 3.52 and 3.46 ppm, for D and G, respectively) were in agreement with β-anomeric configurations.

A 3JH-1,H-2 coupling constant of 8.0 Hz for residue E indicated a β-configuration, which was also confirmed by intra-residue NOEs. The C-4 of residue E was downfield shifted at δ 79.7 ppm with respect to the unsubstituted value [31], thus evidencing that this position was glycosylated. The residue F with H-1/C-1 signals at δ 4.52/104.2 was identified as a galacto configured residue since the TOCSY experiment showed correlations only from H-1 to H-4; in particular, it was identified as a β-galactose (3JH-1,H-2 = 8.0 Hz). Moreover, the downfield shift of proton resonance of C-3 at δ 81.6 ppm instead of δ 73.8 ppm of an unsubstituted residue [31] indicated glycosylation at this position.

The residue C with H-1/C-1 signals at δ 5.06/103.5 ppm was recognized as an α-rhamnose residue, since the TOCSY spectrum showed scalar correlations of the ring protons with methyl signal in the up-field region at δ 1.30 ppm. Its α configuration was suggested by the 3JH-1,H-2 value (<3 Hz) and by the value of its C-5 chemical shift [32]. The downfield shift of carbon resonance of C-3 at δ 77.2 ppm with respect to the value of δ 71.0 ppm [31] indicated glycosylation at this position.

Finally, the Kdo (residue H) proton and carbon chemical shifts were identified starting from the diastereotopic protons H-3ax and H-3eq (δ 1.89/2.09 ppm).

The Kdo H-5 proton was identified by vicinal scalar coupling with H-4 in the COSY spectrum. Moreover, the residue resulted to be glycosylated at O-5 position, as suggested by the downfield shift of its C-5 carbon signal at δ 77.0 ppm with respect to the value of δ 67.5 ppm for an unsubstituted Kdo [33].

The sequence of the residues was deduced from the HMBC experiment (Figure 6, Table 3) that indicated the following correlations: H-1 of B and C-5 of H, H-3 of B with C-1 of D, H-4 of B with C-1 of E, and both H-6 of B with C-1 of G. In addition, H-1 of rhamnose C displayed a correlation with C-3 of residue F, while C-1 of residue A displayed a correlation with H-3 of C. Finally, H-1 of galactose F displayed a correlation with C-4 of residue E.

Inter-residue NOE contacts, obtained from ROESY experiments (Table 3), confirmed this sequence, since dipolar couplings were observed between: H-1 of B and H-5 of H, H-1 of G and both H-6 of B, H-1 of E and H-4 of B, H-1 of F and H-4 of E, H-1 of D and H-3 of B, H-1 of A and H-3 of C, H-1 of C and H-3 of F.

The absolute configuration of residue A is based on NMR considerations. The chemical shift of C-1 at δ 95.1 ppm indicates that the N-acetylmuramic acid has the opposite configuration of l-rhamnose, since a value of near 103 ppm would be expected for the same absolute configuration of residue C [34]. As for 1-carboxyethyl substituent, the configuration of (R) for C-2′ was deduced by comparing both 1H and 13C NMR chemical shifts of residue A with those of N-acetylisomuramic acid [35,36], characterized by a (S) configuration at C-2′.

In conclusion, the complete structure of the core oligosaccharide of the LOS from Psychrobacter arcticus 273-4 is reported in Scheme 1.

Scheme 1.

Scheme 1

OS core structure of the LOS from P. arcticus strain 273-4.

3. Experimental Section

3.1. Bacteria Growth and LPS Isolation

P. arcticus strain 273-4, isolated from permafrost soil located in Siberia. Shake flask cultivation were performed in Luria-Bertani broth [37] at 4 °C in aerobic condition. When the liquid cultures reached late exponential phase (about 90 h, OD 600nm 4) cells were collected by centrifugation for 15 min at 7000 rpm at 4 °C.

Dried bacteria cells (3.1 g) were extracted first by PCP method to give very poor yield of LOS, LPSPCP (yield 0.03% w/w of dried cells) and then by hot phenol/water method [38,39]. A 240 mg amount of water extract was dialyzed (cut-off 3500 Da) and then digested with proteases, DNases, and RNases to remove contaminating proteins and nucleic acids. The sample was dialyzed (cut-off 3500 Da) in order obtaining 96 mg of sample (LPSW, yield 3.1% w/w of dried cells).

3.2. Sugar and Fatty Acids Analysis

LOS (1 mg) was treated with HCl/CH3OH (1.25 M, 1 mL) and the methanolysis was performed at 80 °C for 16 h. The monosaccharides obtained were acetylated and analyzed as acetylated methyl glycosides by GC-MS. The fatty acids were analyzed as methyl esters [11].

The absolute configuration of the sugars was determinated by gas chromatography of the acetylated (S)-2-octyl glycosides [40]. All the sample derivatives were analyzed on an Agilent Technologies gas chromatograph 6850A equipped with a mass selective detector 5973N and a Zebron ZB-5 capillary column (Phenomenex, 30 m × 0.25 mm i.d., flow rate 1 mL/min, He as carrier gas). Acetylated methyl glycosides were analyzed using the following temperature program: 140 °C for 3 min, 140 °C → 240 °C at 3 °C/min. Analysis of acetylated octyl glycosides was performed as follows: 150 °C for 5 min, 150 °C → 300 °C at 6 °C/min, 300 °C for 5 min. The temperature program for methyl esters of fatty acids is the following: 140 °C for 3 min, 140 °C → 280 °C at 10 °C/min, 280 °C for 20 min.

3.3. Methylation Analysis

The linkage positions of the monosaccharides were determined by GC-MS analysis of the partially methylated alditol acetates (PMAAs).

LOS (1 mg) was methylated with CH3I (100 µL) and NaOH powder in DMSO (300 µL) for 20 h [41,42].

To identify the Kdo, the sample was then treated for the reduction of the carboxymethyl groups with sodium boro deuteride NaBD4, mildly hydrolyzed (0.1 M trifluoroacetic acid TFA, 100 °C, 30 min) to cleave ketosidic linkages, followed by a reduction (NaBD4) of hemiketal group. The product was totally hydrolyzed with 2 M TFA at 120 °C for 2 h, reduced with NaBD4, and acetylated with Ac2O and pyridine (50 µL each, 100 °C for 30 min). The mixture was analyzed by GC-MS with the following temperature program: 90 °C for 1 min, 90 °C → 140 °C at 25 °C/min, 140 °C → 200 °C at 5 °C/min, 200 °C → 280 °C at 10 °C/min, at 280 °C for 10 min.

3.4. Deacylation of the LOS

The LOS (70 mg) was dried over phosphorus anhydride under vacuum and then incubated with hydrazine (3.5 mL, at 37 °C for 2 h). To precipitate the LOS-OH, cold acetone was added; the pellet was recovered after centrifugation at 4 °C and 7000 rpm for 30 min, washed two times with acetone, and finally suspended in water and lyophilized (55 mg) [43].

3.5. Mild Acid Hydrolysis

The LOS (20 mg) was hydrolyzed with 1% aqueous CH3COOH (2 mL, 100 °C for 4 h). The resulting suspension was then centrifuged (7500 rpm, 4 °C, 30 min) and the pellet was washed twice with water. The supernatant layers obtained were combined and lyophilized. The mixture of oligosaccharides was then fractionated on a Bio-Gel P-10 column (Biorad, 1.5 × 110 cm, flow rate 15 mL/h, fraction volume 2 mL) and eluted with water buffered with 0.05 M pyridine and 0.05 M AcOH, obtaining the oligosaccharide fraction named OS (6 mg).

3.6. Mass Spectrometry Analysis

Electrospray ionization Fourier transform ion cyclotron (ESI FT-ICR) mass spectrometry was performed in negative ion mode using an APEX QE (Bruker Daltonics GmbH, Bremen, Germany) equipped with a 7 Tesla actively shielded magnet. The LOS sample was dissolved at a concentration of ~10 ng/μL, sprayed at a flow rate of 2 μL/min, and analyzed as described previously [44]. Mass spectra obtained were charge-deconvoluted and the mass numbers given refer to the monoisotopic masses of the neutral molecules.

3.7. NMR Spectroscopy

1H and two-dimensional NMR spectra were performed using a Bruker Avance 600 MHz spectrometer equipped with a cryoprobe (Bruker Italia, Milano, Italy). Two-dimensional homo- and heteronuclear experiments (COSY, TOCSY, ROESY, DEPT-HSQC, and HMBC) were performed using standard pulse sequences available in the Bruker software. 1H was measured at 310 K and 318 K while two-dimensional NMR spectra were recorded at 310 K and the mixing time for TOCSY and ROESY experiments was 100 ms. The 13C NMR spectrum was recorded in D2O at 298 K Bruker Avance 400 MHz spectrometer (data not shown).

4. Conclusions

In this paper, the complete structure of the sugar backbone of the LPS from the permafrost isolate Psychrobacter arcticus 273-4 is reported.The structure shows a particular inner core region, with a residue of glucose linked to the Kdo in place of a manno-heptose. This structural feature has been found only in another psychrophile, namely Colwellia psychrerythrae 34H, which showed a mannose residue linked to the Kdo.

Generally, the oligo- and polysaccharides produced by marine bacteria are distinguished by the acidic character [45] and by the occurrence of unusual sugars [46], non-sugar substituents [22,47,48,49] or structures that are highly phosphorylated [10]. Although P. arcticus 273-4 was isolated from Arctic permafrost, it displays similar characteristics of cold-adapted marine isolates, due to the presence of the unusual residue of NAM. N-acetylmuramic acid, commonly encountered as a component of bacterial cell-wall peptidoglycan, has been already found in the O-specific polysaccharide of Yersinia ruckerii [50] and Proteus penneri [51], but to the best of our knowledge, this is the first time that it has been found in a core oligosaccharide.

It is well known that cold-adapted microorganisms are able to modify the fluidity of the cellular membrane in response to a lowering of temperature by producing a higher content of unsaturated, polyunsaturated, and methyl-branched fatty acids [52,53]. Instead, how bacteria modify the LPS structures in response to the cold stress is still poorly understood.

Even though only few LPS structures from cold-adapted bacteria have been characterized [11,12,22,23], their attractive feature is the production of rough lipopolysaccharides. Moreover, it is worth noting that Psychrobacter arcticus 273-4, a permafrost isolate, shares this feature with marine isolates. To the best of our knowledge, only two examples of smooth lipopolysaccharides isolated from psychrophiles have been reported so far [54,55], even if the isolates were grown at 24 °C.

By increasing the number of characterized LPS structures from psychrophiles, it will be conceivable in the future to find a connection between the lack of the polysaccharidic portion and the Gram-negative membrane cold adaptation.

Acknowledgments

The authors thank the Centro Interdipartimentale Metodologie Chimico Fisiche, University of Naples, “Federico II”, and BioTekNet for the use of the 600 MHz NMR spectrometer. This work was supported by Regione Campania, Progetto Operativo Campania 2007/2013 (Progetto BIP, BioIndustrial Processes). Dedicated to the memory of Professor Matteo Adinolfi.

Author Contributions

A.C. performed chemical analysis and NMR spectra; E.P. and S.F. grew bacterium cells; B.L. provided mass spectra; R.L., M.P. and M.M.C. contributed for NMR data interpretation; M.L.T. and M.M.C. conceived and designed the experiments; A.C. and M.M.C. wrote the paper.

Conflicts of Interest

The authors declare no conflict of interest.

References

  • 1.Rodrigues D.F., Tiedje J.M. Coping with our cold planet. Appl. Environ. Microb. 2008;74:1677–1686. doi: 10.1128/AEM.02000-07. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Parrilli E., Sannino F., Marino G., Tutino M.L. Life in icy habitats: Novel insights into panspermia theory. Rend. Fis. Acc. Lincei. 2011;22:375–383. doi: 10.1007/s12210-011-0136-2. [DOI] [Google Scholar]
  • 3.Chattopadhyay M.K., Reddy G.S., Shivaji S. Psychrophilic Bacteria: Biodiversity, Molecular Basis of Cold Adaptation and Biotechnological Implications. Curr. Opin. Biotech. 2014;3:100–116. doi: 10.2174/22115501113026660039. [DOI] [Google Scholar]
  • 4.Rodrigues D.F., Jesus E.C., L’Ayala-del-Río H.C., Pellizari V.H., Gilichinsky D., Sepulveda-Torres L., Tiedje J.M. Biogeography of two cold-adapted genera: Psychrobacter and Exiguobacteriu. ISME J. 2009;3:658–665. doi: 10.1038/ismej.2009.25. [DOI] [PubMed] [Google Scholar]
  • 5.Rivkina E.M., Friedmann E.I., McKay C.P., Gilichinsky D.A. Metabolic activity of permafrost bacteria below the freezing point. Appl. Environ. Microbiol. 2000;66:3230–3233. doi: 10.1128/AEM.66.8.3230-3233.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Vishnivetskaya T., Kathariou S., McGrath J., Gilichinsky D.A., Tiedje J.M. Low-temperature recovery strategies for the isolation of bacteria from ancient permafrost sediments. Extremophiles. 2000;4:165–173. doi: 10.1007/s007920070031. [DOI] [PubMed] [Google Scholar]
  • 7.Vishnivetskaya T.A., Petrova M.A., Urbance J., Ponder M., Moyer C.L., Gilichinsky D.A., Tiedje J.M. Bacterial community in ancient Siberian permafrost as characterized by culture and culture-independent methods. Astrobiology. 2006;6:400–414. doi: 10.1089/ast.2006.6.400. [DOI] [PubMed] [Google Scholar]
  • 8.Chattopadhyay M.K. Mechanism of bacterial adaptation to low temperature. J. Biosci. 2006;31:157–165. doi: 10.1007/BF02705244. [DOI] [PubMed] [Google Scholar]
  • 9.Ummarino S., Corsaro M.M., Lanzetta R., Parrilli M., Peter-Katalinić J. Determination of phosphorylation sites in lipooligosaccharides from Pseudoalteromonas haloplanktis TAC 125 grown at 15 °C and 25 °C by nano-electrospray ionization quadrupole time-of-flight tandem mass spectrometry. Rapid Commun. Mass Spectrom. 2003;17:2226–2232. doi: 10.1002/rcm.1179. [DOI] [PubMed] [Google Scholar]
  • 10.Corsaro M.M., Lanzetta R., Parrilli E., Parrilli M., Tutino M.L., Ummarino S. Influence of Growth Temperature on Lipid and Phosphate Contents of Surface Polysaccharides from the Antarctic Bacterium Pseudoalteromonas haloplanktis TAC 125. J. Bacteriol. 2004;186:29–34. doi: 10.1128/JB.186.1.29-34.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Corsaro M.M., Pieretti G., Lindner B., Lanzetta R., Parrilli E., Tutino M.L., Parrilli M. Highly phosphorylated core oligosaccharide structures from cold-adapted Psychromonas arctica. Chem. Eur. J. 2008;14:9368–9937. doi: 10.1002/chem.200800117. [DOI] [PubMed] [Google Scholar]
  • 12.Carillo S., Pieretti G., Parrilli E., Tutino M.L., Gemma S., Molteni M., Lanzetta R., Parrilli M., Corsaro M.M. Structural Investigation and Biological Activity of the Lipooligosaccharide from the Psychrophilic Bacterium Pseudoalteromonas haloplanktis TAB 23. Chem. Eur. J. 2011;17:7053–7060. doi: 10.1002/chem.201100579. [DOI] [PubMed] [Google Scholar]
  • 13.Ray M.K., Kumar G.S., Shivaji S. Phosphorylation of membrane proteins in response to temperature in an Antarctic Pseudomonas syringae. Microbiology. 1994;140:3217–3223. doi: 10.1099/13500872-140-12-3217. [DOI] [PubMed] [Google Scholar]
  • 14.Ray M.K., Kumar G.S., Shivaji S. Phosphorylation of lipopolysaccharides in the Antarctic psychrotroph Pseudomonas syringae: A possible role in temperature adaptation. J. Bacteriol. 1994;176:4243–4249. doi: 10.1128/jb.176.14.4243-4249.1994. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Lüderitz O., Freudenberg M.A., Calanos C., Lehmann V., Rietschel E.T., Shaw D.H. Lipopolysaccharides of Gram-Negative bacteria. In: Razin S., Rottem S., editors. Current Topics in Membranes and Transport. Volume 17. Academic Press Inc.; New York, NY, USA: 1982. pp. 79–51. [Google Scholar]
  • 16.Westphal O., Luderitz O., Galanos C., Mayer H., Rietschel E.T. In: Advances in Immunopharmacology. Chedid L., Hadden J.W., Spreafico F., editors. Pergamon Press; Oxford, UK: 1986. pp. 13–34. [Google Scholar]
  • 17.Wilkinson S.C. In: Surface Carbohydrates of the Procaryotic Cell. Sutherland I.W., editor. Academic Press Inc.; New York, NY, USA: 1977. pp. 97–105. [Google Scholar]
  • 18.Carillo S., Pieretti G., Bedini E., Parrilli M., Lanzetta R., Corsaro M.M. Structural investigation of the antagonist LPS from the cyanobacterium Oscillatoria planktothrix FP1. Carbohyd. Res. 2014;388:73–80. doi: 10.1016/j.carres.2013.10.008. [DOI] [PubMed] [Google Scholar]
  • 19.Alexander C., Rietschel E.T. Bacterial lipopolysaccharides and innate immunity. J. Endoxin Res. 2001;7:167–202. doi: 10.1179/096805101101532675. [DOI] [PubMed] [Google Scholar]
  • 20.Caroff M., Karibian D. Structure of bacterial lipopolysaccharides. Carbohyd. Res. 2003;338:2431–2447. doi: 10.1016/j.carres.2003.07.010. [DOI] [PubMed] [Google Scholar]
  • 21.Luderitz O., Galanos C., Risse H.J., Ruschmann E., Schlecht S., Schmidt G., Wheat R., Westphal O., Schlosshardt J. Structural relationships of Salmonella O and R antigens. Ann. N.Y. Acad. Sci. 1966;133:349–374. doi: 10.1111/j.1749-6632.1966.tb52376.x. [DOI] [PubMed] [Google Scholar]
  • 22.Carillo S., Pieretti G., Lindner B., Parrilli E., Sannino F., Tutino M.L., Lanzetta R., Parrilli M., Corsaro M.M. Structural Characterization of the Core Oligosaccharide Isolated from the Lipopolysaccharide of the Psychrophilic Bacterium Colwellia psychrerythraea Strain 34H. Eur. J. Org. Chem. 2013;2013:3771–3779. doi: 10.1002/ejoc.201300005. [DOI] [Google Scholar]
  • 23.Corsaro M.M., Lanzetta R., Parrilli E., Parrilli M., Tutino M.L. Structural investigation on the lipooligosaccharide fraction of psychrophilic Pseudoalteromonas haloplanktis TAC 125 bacterium. Eur. J. Biochem. 2001;268:5092–5097. doi: 10.1046/j.0014-2956.2001.02435.x. [DOI] [PubMed] [Google Scholar]
  • 24.Shi T., Reeves R., Gilichinsky D., Friedmann E. Characterization of viable bacteria from Siberian permafrost by 16S rDNA sequencing. Microb. Ecol. 1997;33:169–179. doi: 10.1007/s002489900019. [DOI] [PubMed] [Google Scholar]
  • 25.Sul W.J. Ph.D. Dissertation. The Michigan State University; East Lansing, MI, USA: 2009. Microbial Community Analysis Assessed by Pyrosequencing of rRNA Gene: Community Comparisons, Organism Identification, and Its Enhancement. [Google Scholar]
  • 26.Olsthoorn M.M.A., Haverkamp J., Thomas-Oates J.E. Mass spectrometric analysis of Klebsiellapneumoniae ssp. pneumoniae rough strain R20 (O1:K20) lipopolysaccharides preparations: Identification of novel core oligosaccharide components and three 3-deoxy-d-manno-oct-2-ulopyranosonic artifacts. J. Mass Spectrom. 1999;34:622–636. doi: 10.1002/(SICI)1096-9888(199906)34:6<622::AID-JMS814>3.0.CO;2-V. [DOI] [PubMed] [Google Scholar]
  • 27.Vinogradov E., Duus J., Brade H., Holst O. The structure of the carbohydrate backbone of the lipopolysaccharide from Acinetobacter baumannii strain ATCC 19606. Eur. J. Biochem. 2002;269:422–430. doi: 10.1046/j.0014-2956.2001.02647.x. [DOI] [PubMed] [Google Scholar]
  • 28.Masoud H., Perry M.B., Brisson J.B., Uhrin D., Richards J.C. Structural elucidation of the backbone oligosaccharide from the lipopolysaccharide of Moraxella catarrhalis serotype A. Can. J. Chem. 1994;72:1466–1477. doi: 10.1139/v94-182. [DOI] [Google Scholar]
  • 29.Carlson R.W., Krishnaiah B. Structures of the oligosaccharides obtained from the core regions of the lipopolysaccharides of Bradyhizobium japonicum61A101c and its symbiotically defective lipopolysaccharide mutant, JS314. Carbohyd. Res. 1992;231:205–219. doi: 10.1016/0008-6215(92)84020-S. [DOI] [PubMed] [Google Scholar]
  • 30.Forsberg L.S., Carlson R.W. The Structures of the Lipopolysaccharides from Rhizobium etli Strains CE358 and CE359. J. Biol. Chem. 1998;273:2747–2757. doi: 10.1074/jbc.273.5.2747. [DOI] [PubMed] [Google Scholar]
  • 31.Jansson P.-E., Kenne L., Widmalm G. Computer-assisted structural analysis of polysaccharides with an extended version of CASPER using 1H- and13C-NMR data. Carbohydr. Res. 1989;188:169–171. doi: 10.1016/0008-6215(89)84069-8. [DOI] [PubMed] [Google Scholar]
  • 32.CASPER. [(accessed on 31 January 2011)]. Available online: http://www.casper.organ.su.se/casper/
  • 33.Agrawal P.K., Bush C.A., Qureshi N., Takayama K. Structural analysis of lipid A and Re-lipopolysaccharides by NMR spectroscopic methods. Adv. Biophys. Chem. 1994;4:179–236. [Google Scholar]
  • 34.Lipkind G.M., Shashkov A.S., Knirel Y.A., Vinogradov E.V., Kochetkov N.K. A computer-assisted structural analysis of regular polysaccharides on the basis of 13C-NMR data. Carbohyd. Res. 1988;175:59–75. doi: 10.1016/0008-6215(88)80156-3. [DOI] [PubMed] [Google Scholar]
  • 35.Knirel Y.A., Paramonov N.A., Vinogradov E.V., Shashkov A.S., Kochetkov N.K., Sidorczyk Z., Swierzko A. Structure of the O-specific polysaccharide of Proteus penneri 62 containing 2-ace tamido-3-O-[(S)-1-carboxye thyl]-2-deoxy-d-glucose (N-acetylisomuramic acid) Carbohyd. Res. 1992;235:C19–C23. doi: 10.1016/0008-6215(92)80105-A. [DOI] [PubMed] [Google Scholar]
  • 36.Gunawardena S., Reddy G.P., Wanga Y., Kolli V.S.K., Orlando R., Morris J.G., Bush A. Structure of a muramic acid containing capsular polysaccharide from the pathogenic strain of Vibrio vulnificus ATCC 27562. Carbohyd. Res. 1998;309:65–76. doi: 10.1016/S0008-6215(98)00115-3. [DOI] [PubMed] [Google Scholar]
  • 37.Sambrook J., Russell D.W. In: Molecular Cloning: A Laboratory Manual. 3rd ed. Sambrook J., Russell D.W., editors. Cold Spring Harbor Laboratory Press; New York, NY, USA: 2001. [Google Scholar]
  • 38.Galanos C., Lüderitz O., Westphal O. New Method for the Extraction of R Lipopolysaccharides. Eur. J. Biochem. 1969;9:245–249. doi: 10.1111/j.1432-1033.1969.tb00601.x. [DOI] [PubMed] [Google Scholar]
  • 39.Westphal O., Jann K. Bacterial lipopolysaccharides: Extraction with phenol-water and further applications of the procedure. Methods Carbohydr. Chem. 1965;5:83–91. [Google Scholar]
  • 40.Leontein K., Lindberg B., LoÈnngren J. Assignment of absolute configuration of sugars by g.l.c. of their acetylated glycosides from chiral alcohols. Carbohydr. Res. 1978;62:359–362. doi: 10.1016/S0008-6215(00)80882-4. [DOI] [Google Scholar]
  • 41.Ciucanu I., Kerek F. A simple and rapid method for the permethylation of carbohydrates. Carbohydr. Res. 1984;131:209–217. doi: 10.1016/0008-6215(84)85242-8. [DOI] [Google Scholar]
  • 42.Forsberg L.S., Ramadas Bhat U., Carlson R.W. Structural characterization of the O-antigenic polysaccharide of the lipopolysaccharide from Rhizobium etli strain CE3. J. Biol. Chem. 2000;275:18851–18863. doi: 10.1074/jbc.M001090200. [DOI] [PubMed] [Google Scholar]
  • 43.Holst O. De-acylation of lipopolysaccharides and isolation of oligosaccharide phosphates. In: Holst O., editor. Bacterial Toxins: Methods and Protocols, Methods in Molecular Biology. Volume 145. Humana Press; Totowa, NJ, USA: 2000. pp. 345–353. [DOI] [PubMed] [Google Scholar]
  • 44.Pieretti G., Carillo S., Lindner B., Lee K.C., Lee J.S., Lanzetta R., Parrilli M., Corsaro M.M. Characterization of the Core Oligosaccharide and the O-Antigen Biological Repeating Unit from Halomonas stevensii Lipopolysaccharide: The First Case of O-Antigen Linked to the Inner Core. Chem. Eur. J. 2012;18:3729–3735. doi: 10.1002/chem.201102550. [DOI] [PubMed] [Google Scholar]
  • 45.Muldoon J., Perepelov A.V., Shashakov A.S., Nazarenko L., Zubkov V.A., Gorshkova R.P., Ivanova E.P., Gorshkova N.M., Knirel Y.A., Savagea A. Structure of an acidic polysaccharide from the marine bacterium Pseudoalteromonas flavipulchra NCIMB 2033T. Carbohyd. Res. 2003;338:459–462. doi: 10.1016/S0008-6215(02)00483-4. [DOI] [PubMed] [Google Scholar]
  • 46.Kenne L., Lindberg B. In: The Polysaccharides. Aspinall G.O., editor. Volume 2. Academic Press; New York, NY, USA: 1983. pp. 287–363. [Google Scholar]
  • 47.Komandrova N.A., Isakov V.V., Tomshich S.V., Romanenko L.A., Perepelov A.V., Shashkov A.S. Structure of an Acidic O-Specific Polysaccharide of the Marine Bacterium Pseudoalteromonas agarivorans KMM 232 (R-form) Biochem.-Mosc. 2010;75:623–628. doi: 10.1134/S0006297910050123. [DOI] [PubMed] [Google Scholar]
  • 48.Hanniffy O.M., Shashkov A.S., Senchenkosa S.N., Tomshich S.V., Komandrova N.A., Romanenko L.A., Knirel Y.A., Savage A.V. Structure of an acidic O-specific polysaccharide of Pseudoalteromonas haloplanktistype strain ATCC 14393 containing 2-acetamido-2-deoxy-d- and -l-galacturonic acids and3-(N-acetyl-d-alanyl) amino-3,6-dideoxy-d-glucose. Carbohyd. Res. 1999;321:132–138. doi: 10.1016/S0008-6215(99)00182-2. [DOI] [Google Scholar]
  • 49.Nazareno E.L., Komandrova N.A., Gorshkova R.P., Tomshich S.V., Zubkov V.A., Kilicoyne M., Savage A.V. Structures of polysaccharides and oligosaccharides of some Gram negative marine Proteobacteria. Carbohyd. Res. 2003;338:2449–2457. doi: 10.1016/j.carres.2003.06.004. [DOI] [PubMed] [Google Scholar]
  • 50.Beynon L.M., Richards J.C., Perry M.B. The structure of the lipopolysaccharide O-antigen of Yersinia ruckeri serotype O1. Carbohyd. Res. 1994;256:303–317. doi: 10.1016/0008-6215(94)84215-9. [DOI] [PubMed] [Google Scholar]
  • 51.Zych K., Knirel Y.A., Paramonov N.A., Vinogradov E.V., Arbatsky N.P., Senchenkova S.N., Shashkov A.S., Sidorczyk Z. Structure of the O-specific polysaccharide of Proteus penneri strain 41 from a new proposed serogroup O62. FEMS Immunol. Med. Mic. 1998;21:1–9. doi: 10.1111/j.1574-695X.1998.tb01143.x. [DOI] [PubMed] [Google Scholar]
  • 52.Chintalapati S., Kiran M.D., Shivaji S. Role of membrane lipid fatty acids in cold adaptation. Cell. Mol. Biol. 2004;50:631–642. [PubMed] [Google Scholar]
  • 53.Driessen J.M., Van de Vossenberg J.L.C.M., Konigs W.N. Membrane composition and ion-permeability in extremophiles. FEMS Microbiol. Rev. 1996;18:139–148. doi: 10.1111/j.1574-6976.1996.tb00232.x. [DOI] [Google Scholar]
  • 54.Kondakova A.N., Novototskaya-Vlasvosa K.A., Arbatsky N.P., Drutskaya M.S., Shcherbakova V.A., Shashkov A.S., Gilichinsky D.A., Nedospasov S.A., Knirel Y.A. Structure of the O-Specific Polysaccharide from the Lipopolysaccharide of Psychrobacter cryohalolentis K5T Containing a 2,3,4-Triacetamido-2,3,4-trideoxy-l-arabinose Moiety. J. Nat. Prod. 2012;75:2236–2240. doi: 10.1021/np300484m. [DOI] [PubMed] [Google Scholar]
  • 55.Kondakova A.N., Novototskaya-Vlasvosa K.A., Drutskaya M.S., Senchenkova S.N., Shcherbakova V.A., Shashkov A.S., Gilichinsky D.A., Nedospasov S.A., Knirel Y.A. Structure of the O-polysaccharide chain of the lipopolysaccharide of Psychrobacter muricolla 2pST isolated from overcooled water brines within permafrost. Carbohyd. Res. 2012;349:78–81. doi: 10.1016/j.carres.2011.11.027. [DOI] [PubMed] [Google Scholar]

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