1
09 - 12 May 2018 Sequence based high-resolution profiling of Bacteroides species and strains in the microbiome of caesarean section and vaginally delivered infants Ljiljana Dukanovic 1 , Monika Bazanella 2 , Jean-Philippe Kunz 1 , Dirk Haller 2 , Yemi Adesokan 1 1 Gnubiotics Sciences, Microbiome Research, Switzerland. 2 Technical University of Munich, Nutrition and Immunology Department, Germany. Contact email: [email protected] Strain level resolution can be used to monitor the modulatory effects of high diversity MACs on the growth of Bacteriodes in C-Section babies This study represents the first species and strain level analysis of Bacteroides in the infant microbiome. Considering that the absence of Bacteroides species is associated with gastrointestinal symptoms in infants, and that potentiating the growth of these bacteria may be of clinical importance, being able to monitor dynamics of individual Bacteriodes species and strains within the microbiome would be of great importance. Human milk oligosaccharides (HMOs) from mother’s milk are known to be consumed by Bacteroides thus supplementation of formula with highly diverse HMO-mimcs may potentiate the growth of Bacteroides. conclusion introduction Proper establishment of infant gut microbiome plays an essential role in the foundations of human health. Mode of delivery (vaginal birth vs. c-section), as well as mode of feeding (breastfeeding vs. formula) have been shown to greatly influence the presence and abundance of different taxa in the infant gut. Previous studies showed that bacteria from the Bacteroides genus (Bact) are among the first to populate the infant gut. However, 16S technology that is commonly used for these microbiota analyses can detect organisms mostly only at the taxonomic levels of genus and higher. In addition, it has been recently shown that 16S technology has produced a lot of false results (up to 88% false positives). Aim of this study was to analyze, with high fidelity, high resolution quantitative sequencing methodology Bacteroides species and strains in the infant gut microbiome, and examine how their presence correlates with the mode of delivery as well as feeding methods. methods A world beyond 16S: A high resolution sequencing approach to microbiomics Using novel, high resolution quantitative sequencing method, we analyzed the presence of 14 specific Bact species, in the feces of infants born vaginally (n=51) vs. c-section (n=53), at 1, 3, 7, and 12 months of age. These samples also differed in the feeding method: breastfed (bf, n=29), unsuplemented formula formula (f-, n=37), and Bifidobacterium-supplemented formula (f+, n=38). Further, the same high resolution quantitative method was used to detect and analyzed 4 specific Bact strains. For bioinformatics analysis, blast was used as the alignment tool, comparing each of the query datasets to each of the sample libraries, and setting parameters for optimal, tight alignments favoring identity matching versus homology matching. results Detection of specific Bacteroides species and strains in infant stool Out of 14 targeted Bacteroides species, 5 were detected at Month 1, 7 at month 3, 7 at month 7, and 8 at Month 12 (Figure 1) . B. vulgatus and B. fragilis appeared to be the most prevelant species across the samples. In accordance with previously published data, we showed that c-section delivery and exclusive breastfeeding are associated with the decrease of Bacteroides in the infant stool: Bact species were detected in 73% vaginal and 16% c-section samples (Figure 2a) ; and when analyzed by the feeding method, there were more Bact species present in formula-fed infants (both unsupplemented and bifid-suplemented formula) than in breastfed infants. Additionally, we were able to identify more than 15 specific bacteroides strains, 4 of which were predominantly expressed: B. fragilis YCH46, B. fragilis S14, B. distasonis ACCT 8503, and B. vulgatus ATCC 8482 . (Figure 3) . Interestingly, growth of B. vulgatus ATCC 8482, B. fragilis S14, and B. fragilis YCH46 was particularly stimulated in the formula-fed infants, while bifidobacteria-suplemented formula appeared to decrease the levels of specific Bacteroides strains (S14 and YCH46). Figure 1. Detection of specific Bacteroides species in the infant gut during the first 12 months. Relative abundance of fecal Bacteroides at 1, 3, 7, and 12 months of life. Relative abundance levels are normalized and plotted in log scale for cross sample comparison. Figure 2. C-section as well as exclusive breastfeeding are associated with a decrease in Bacteroides species a) Relative abundance of fecal Bacteroides species in vaginally born (v) vs. c-section (c) born infants. Samples from all 4 time points, and 3 methods of feeding are included in the analysis. b) Relative abundance of fecal Bacteroides species in infants that were breastfed (bf) vs. formula fed (either unsuplemented formula f-, or bifido-suplemented formula f+). Samples from all time points and modes of birth were included in the analysis. Relative abundance levels are normalized and plotted in log scale for cross sample comparison. Figure 3. Abundance of four prevelant Bacteroides strains differs depending on the feeding method. Relative abundance of fecal Bacteroides strains in infants that were breastfed (bf) vs. formula fed (f-). Formula supplemented with bifidobacteria was also tested (f+). Samples from all time points and modes of birth were included in the analysis. Relative abundance levels are normalized for cross sample comparison. Month 1 Month 3 Month 7 1e+02 1e+05 1e+08 1e+11 Month 12 1e+02 1e+05 1e+08 1e+11 1e+02 1e+05 1e+08 1e+11 1e+02 1e+05 1e+08 1e+11 Bacteroides sp. Bacteroides caecimuris Bacteroides dorei Bacteroides xylanisolvens Parabacteroides distasonis Bacteroides thetaiotaomicron Bacteroides fragilis Bacteroides vulgatus Bacteroides ovatus Relative Abundance Organism Sample Color Legend S10: f+, v, Mo3 S106: bf, v, Mo12 S109: bf, c, Mo12 S11: f+, v, Mo7 S12: f+, v, Mo12 S16: f-, c, Mo12 S21: f-, v, Mo1 S23: f-, v, Mo7 24: v-, v, Mo12 S28: bf, c, Mo12 S31: f+, c, Mo12 S32: f+, c, Mo12 S39: f+, v, Mo7 S4: f-, c, Mo12 S40: f+, v, Mo7 S41: f+, v, Mo7 S42: f+, v, Mo3 S43: f+, v, Mo7 S45: f+, v, Mo1 S46: f+, v, Mo3 S47: f+, v, Mo7 S53: f-, v, Mo1 S6: f-, v, Mo3 S61: f-, c, Mo12 S62: f-, v, Mo1 S63: f-, v, Mo3 S63: f-, v, Mo7 S65: f-, v, Mo12 S68: f-, v, Mo12 S72: bf, c, Mo12 S73: f-, v, Mo12 S74: f-, v, Mo3 S75: f-, v, Mo7 S8: f-, v, Mo12 S80: bf, v, Mo12 S89: f+, c, Mo12 S90: f+, c, Mo12 c v 1e+04 1e+10 1e+16 1e+22 1e+04 1e+10 1e+16 1e+22 Relative Abundance bf f- 1e+04 1e+09 1e+14 1e+19 1e+04 1e+09 1e+14 1e+19 1e+04 1e+09 1e+14 1e+19 Relative Abundance Bacteroides ovatus Bacteroides vulgatus Bacteroides fragilis Bacteroides thetaiotaomicron Parabacteroides distasonis Bacteroides xylanisolvens Bacteroides dorei Bacteroides caecimuris Bacteroides sp. Bacteroides vulgatus: ATCC-8482 Bacteroides fragilis: S14 Bacteroides fragilis: YCH46 Parabacteroides distasonis: ATCC-8503 a. b. bf f- f+ 0 200 400 600 0 200 400 600 0 200 400 600 Relative Abundance f+ f- bf

Sequence based high-resolution profiling of Bacteroides species … · 2018-05-11 · 09 - 12 May 2018 Sequence based high-resolution profiling of Bacteroides species and strains

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Page 1: Sequence based high-resolution profiling of Bacteroides species … · 2018-05-11 · 09 - 12 May 2018 Sequence based high-resolution profiling of Bacteroides species and strains

09 - 12 May 2018

Sequence based high-resolution profiling of Bacteroides species and strains in the microbiome of caesarean section and vaginally delivered infantsLjiljana Dukanovic1, Monika Bazanella2, Jean-Philippe Kunz1, Dirk Haller2, Yemi Adesokan1

1Gnubiotics Sciences, Microbiome Research, Switzerland. 2Technical University of Munich, Nutrition and Immunology Department, Germany. Contact email: [email protected]

Strain level resolution can be used to monitor the modulatory e�ects of high diversity MACs on the growth of Bacteriodes in C-Section babiesThis study represents the first species and strain level analysis of Bacteroides in the infant microbiome. Considering that the absence of Bacteroides species is associated with gastrointestinal symptoms in infants, and that potentiating the growth of these bacteria may be of clinical importance, being able to monitor dynamics of individual Bacteriodes species and strains within the microbiome would be of great importance. Human milk oligosaccharides (HMOs) from mother’s milk are known to be consumed by Bacteroides thus supplementation of formula with highly diverse HMO-mimcs may potentiate the growth of Bacteroides.

conclusion

introductionProper establishment of infant gut microbiome plays an essential role in the foundations of human health. Mode of delivery (vaginal birth vs. c-section), as well as mode of feeding (breastfeeding vs. formula) have been shown to greatly influence the presence and abundance of di�erent taxa in the infant gut. Previous studies showed that bacteria from the Bacteroides genus (Bact) are among the first to populate the infant gut. However, 16S technology that is commonly used for these microbiota analyses can detect organisms mostly only at the taxonomic levels of genus and higher. In addition, it has been recently shown that 16S technology has produced a lot of false results (up to 88% false positives). Aim of this study was to analyze, with high fidelity, high resolution quantitative sequencing methodology Bacteroides species and strains in the infant gut microbiome, and examine how their presence correlates with the mode of delivery as well as feeding methods.

methodsA world beyond 16S: A high resolution sequencing approach to microbiomicsUsing novel, high resolution quantitative sequencing method, we analyzed the presence of 14 specific Bact species, in the feces of infants born vaginally (n=51) vs. c-section (n=53), at 1, 3, 7, and 12 months of age. These samples also di�ered in the feeding method: breastfed (bf, n=29), unsuplemented formula formula (f-, n=37), and Bifidobacterium-supplemented formula (f+, n=38). Further, the same high resolution quantitative method was used to detect and analyzed 4 specific Bact strains. For bioinformatics analysis, blast was used as the alignment tool, comparing each of the query datasets to each of the sample libraries, and setting parameters for optimal, tight alignments favoring identity matching versus homology matching.

resultsDetection of specific Bacteroides species and strains in infant stoolOut of 14 targeted Bacteroides species, 5 were detected at Month 1, 7 at month 3, 7 at month 7, and 8 at Month 12 (Figure 1). B. vulgatus and B. fragilis appeared to be the most prevelant species across the samples. In accordance with previously published data, we showed that c-section delivery and exclusive breastfeeding are associated with the decrease of Bacteroides in the infant stool: Bact species were detected in 73% vaginal and 16% c-section samples (Figure 2a); and when analyzed by the feeding method, there were more Bact species present in formula-fed infants (both unsupplemented and bifid-suplemented formula) than in breastfed infants. Additionally, we were able to identify more than 15 specific bacteroides strains, 4 of which were predominantly expressed: B. fragilis YCH46, B. fragilis S14, B. distasonis ACCT 8503, and B. vulgatus ATCC 8482. (Figure 3). Interestingly, growth of B. vulgatus ATCC 8482, B. fragilis S14, and B. fragilis YCH46 was particularly stimulated in the formula-fed infants, while bifidobacteria-suplemented formula appeared to decrease the levels of specific Bacteroides strains (S14 and YCH46).

Figure 1. Detection of specific Bacteroides species in the infant gut during the first 12 months. Relative abundance of fecal Bacteroides at 1, 3, 7, and 12 months of life. Relative abundance levels

are normalized and plotted in log scale for cross sample comparison.

Figure 2. C-section as well as exclusive breastfeeding are associated with a decrease in Bacteroides species a) Relative abundance of fecal Bacteroides species in vaginally

born (v) vs. c-section (c) born infants. Samples from all 4 time points, and 3 methods of feeding are included in the analysis. b) Relative abundance of fecal Bacteroides species in

infants that were breastfed (bf) vs. formula fed (either unsuplemented formula f-, or bifido-suplemented formula f+). Samples from all time points and modes of birth were

included in the analysis. Relative abundance levels are normalized and plotted in log scale for cross sample comparison.

Figure 3. Abundance of four prevelant Bacteroides strains differs

depending on the feeding method. Relative abundance of fecal

Bacteroides strains in infants that were breastfed (bf) vs. formula fed (f-).

Formula supplemented with bifidobacteria was also tested (f+). Samples

from all time points and modes of birth were included in the analysis.

Relative abundance levels are normalized for cross sample comparison.

Month 1 Month 3 Month 7

1e+02 1e+05 1e+08 1e+11

Month 12

1e+02 1e+05 1e+08 1e+111e+02 1e+05 1e+08 1e+11 1e+02 1e+05 1e+08 1e+11

Bacteroides sp.

Bacteroides caecimuris

Bacteroides dorei

Bacteroides xylanisolvens

Parabacteroides distasonis

Bacteroides thetaiotaomicron

Bacteroides fragilis

Bacteroides vulgatus

Bacteroides ovatus

Relative Abundance

Org

anis

m

Sample Color LegendS10: f+, v, Mo3

S106: bf, v, Mo12

S109: bf, c, Mo12

S11: f+, v, Mo7

S12: f+, v, Mo12

S16: f-, c, Mo12

S21: f-, v, Mo1

S23: f-, v, Mo7

24: v-, v, Mo12

S28: bf, c, Mo12

S31: f+, c, Mo12

S32: f+, c, Mo12

S39: f+, v, Mo7

S4: f-, c, Mo12

S40: f+, v, Mo7

S41: f+, v, Mo7

S42: f+, v, Mo3

S43: f+, v, Mo7

S45: f+, v, Mo1

S46: f+, v, Mo3

S47: f+, v, Mo7

S53: f-, v, Mo1

S6: f-, v, Mo3

S61: f-, c, Mo12

S62: f-, v, Mo1

S63: f-, v, Mo3

S63: f-, v, Mo7

S65: f-, v, Mo12

S68: f-, v, Mo12

S72: bf, c, Mo12

S73: f-, v, Mo12

S74: f-, v, Mo3

S75: f-, v, Mo7

S8: f-, v, Mo12

S80: bf, v, Mo12

S89: f+, c, Mo12

S90: f+, c, Mo12

c v

1e+0

4

1e+1

0

1e+1

6

1e+2

2

1e+0

4

1e+1

0

1e+1

6

1e+2

2

Relative Abundance

bf f-

1e+0

4

1e+0

9

1e+1

4

1e+1

9

1e+0

4

1e+0

9

1e+1

4

1e+1

9

1e+0

4

1e+0

9

1e+1

4

1e+1

9

Relative Abundance

Bacteroides ovatus

Bacteroides vulgatus

Bacteroides fragilis

Bacteroides thetaiotaomicron

Parabacteroides distasonis

Bacteroides xylanisolvens

Bacteroides dorei

Bacteroides caecimuris

Bacteroides sp.

Bacteroides vulgatus: ATCC−8482

Bacteroides fragilis: S14

Bacteroides fragilis: YCH46

Parabacteroides distasonis: ATCC−8503

a. b. bf f- f+

0

200

400

600 0

200

400

600 0

200

400

600

Relative Abundance

f+f-bf