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ASSOCIATION OF CLASSICAL MICROBIOLOGY AND TARGETED METAGENOMIC ANALYSIS TO EVALUATE THE PRESENCE OF CLOSTRIDIUM DIFFICILE IN A BELGIAN NURSING HOME

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(1)

ASSOCIATION OF CLASSICAL MICROBIOLOGY AND

TARGETED METAGENOMIC ANALYSIS TO EVALUATE

THE PRESENCE OF

CLOSTRIDIUM DIFFICILE

IN A BELGIAN

NURSING HOME

C. Rodriguez, B. Taminiau, N. Korsak, V. Avesani, J. Van Broeck,

M. Delmée, G. Daube

ClostPath 2013 Meeting

22nd - 26 October 2013

(2)

Background

• 

Since toxigenic C. difficile was recognized as the

major cause of antibiotic-associated diarrhea and

pseudomembranous colitis in 1978, many outbreaks

have been documented

• 

In the last years, an enhanced virulence and

increased antibiotic resistance of C. difficile strains

(PCR-ribotype 078/NAP-1/B1) has been observed

• 

There are emerging data on the occurrence of C.

difficile infection in the community: non-hospitalized

and younger patients with absence of other

traditional risk factors

Hypothesis about a potential risk of foodborne

infections linked to

C. difficile

@google images 2013

Clements et al., 20102013

@google images 2013 @google images 2013

@google images 2013 @google images 2013

(3)

• 

Patients with serious illnesses and prolonged hospitalizations are at particular risk, as

people above 65 years of age

• 

The increased risk of acquiring C. difficile in the elderly may be de to age-related

changes in intestinal flora, immune senescence or the presence of underlying diseases

• 

There is not much data describing the prevalence and molecular epidemiology of C.

difficile in nursing homes in absence of an epidemic situation

Background

Arvand, M., et al., 2012. High prevalence of Clostridium difficile colonization among nursing home residents in Hesse, Germany. Plosone, 7, e30183.

(4)

Clostridium difficile Infection in Nursing homes

Arvand, M., et al., 2012. High prevalence of Clostridium difficile colonization among nursing home residents in Hesse, Germany. Plosone, 7, e30183.

Birgand, G., et al., 2010. Investigation of a large outbreak of Clostridium difficile PCR-ribotypes 027 infections in northern France, 2006-2007 and associated clusters in 2008-2009. Eurosur, 24, 1-6.

Marwick, C.A., et al 2013. Community-associated Clostridium difficile infection among older people in Tayside, Scotland, is associated with antibiotic exposure and care home residence: cohort study with nested case-control. J Antimicrob Chemoth, 3.

Mylotte, J.M., et al., 2012. Surveillance for Clostridium difficile infection in nursing homes. J Am Geriatr Soc, 61, 122-5. Pa Patient Saf Advis., 2010. Clostridium difficile infections in nursing homes. Pennsylvania Patient Safety Advisory, 18, 10-5.

Simor, A.E., et al., 1993. Infection due to Clostridium difficile among elderly residents of a long-term-care facility. Clin Infect Dis, 17, 672-8.

Ryan, J., et alF., 2010. Asymptomatic carriage of Clostridium difficile in an Irish continuing care institution for the elderly: prevalence and characteristics. Ir J Med Sci, 179, 245-50.

@google images 2013

15%

2.1-8.1%

39%

10%

0.03%

8.9%

4.6%

(5)

Objectives

•  To evaluate and follow the prevalence of C.

difficile in a Belgian nursing home

•  To establish a relationship between other

intestinal bacterial populations and C. difficile

colonization

•  To evaluate the global evolutions of the total

microflora and the relation with the C. difficile

presence

@google images 2013

@google images 2013

(6)

Study design

Capacity: 110 beds

•  34 nursing home

•  61 nursing home and long-term

care

•  15 day centers

Employees

(7)

• 

During a 4-month period, stool samples from a group of 23 elderly care home

residents were collected weekly

• 

Two samples per person were collected: the first sample was cultivated and examined

for C. difficile by classical microbiological methods and the second one was used to

study the microbial biodiversity of the faeces content by amplicon sequencing coupled

to microbial metagenomic analysis .

Study design

STOOL SAMPLES

(8)

Methodology

• 

Direct and enrichment culture

Home-made cycloserine cefoxitin fructose taurocholate

(Delmée et al., 1987. Epidemiology and prevention of Clostridium difficile in a leukaemia unit. E J Clin Microbiol, 6, 623-27)

• 

C. difficile latex agglutination rapid test Kit DR 1107A Oxoid

• 

Detection of a species-specific internal fragment of tpi, detection of genes for toxin B,

toxin A and binary toxin (cdtA) by PCR et Genotype Cdiff test system

(Lemée et al., 2004. Multiplex PCR targeting tpi (triose phosphate isomerase), tcdA (toxin A), and tcdB (toxin B) genes for toxigenic culture of Clostridium difficile. J Clin Microbiol, 42, 5710-14)

(Antikainen et al., 2009. Detection of virulence genes of Clostridium difficile by multiplex PCR. Acta Phat, Microbiol Inmuno Scand, 117, 607-13)

• 

Cytotoxicity assay using confluent monolayer MRC-5 cells

Cytotoxic activity was confirmed using a specific C. difficile antitoxin kit (T500, TechLab, USA)

(Rodriguez et al., 2012. Clostridium difficile in young farm animals and slaughter animals in Belgium. Anaerobe, 18, 621-625)

• 

PCR-ribotyping

•  (Bidet et al.,1999. Development of a new PCR-ribotyping method based on ribosomal RNA gene sequencing. FEMS Microbiol Letters, 175, 261-66)

(9)

Targeted

Metagenomics

16S rDNA as the target

(10)

Metagenomics

Blabla Blabla BlablBlablBlabla BlBlablBlablBlablabla BlaBlablbl BlablBlablBlablBlablBlabl BlablBlablBlabl Blabl BlablBlablBlabl Blabla Blabla BlablBlablBlabla BlBlablBlablBlablabla BlaBlablbl BlablBlablBablBlabl BlablBlablBlabl Blabl Blabla Blabla BlablBlablBlabla BlBlablBlablBlablabla BlaBlablbl BlablBlablBablBlabl BlablBlablBlabl

High

throughput

sequencing

Bioinformatics

(11)

Next Generation

Sequecing

Non random

approach

(12)

Results: Prevalence of

C. difficile

in nursing home residents

7/23 (30.4%) residents were (at least one

week) positive for C. difficile

C. difficile was detected in 13/30 (43.3%)

episodes of diarrhea

4/13 (30.7%) residents positives for

C. difficile had previously received an

antibiotic therapy

(13)

Resident  

Week  

N°  

01  

02  

03  

04  

 

05  

 

06  

 

07  

08  

09  

10  

 

11  

 

12  

13  

14  

15  

16  

17  

1       D                   D/AB   AB   2   3           4   D   D   5   AB/P                   D   6       AB       7   AB           AB       8       H   H   H   H       P   9                       10               11                                           12   D   D       D   D       D   D   13                   14           15   D   D   D   D       D   D   D       D   D/P   D/P   P   P  

16   D/AB   AB   AB   X   X   X   X   X   X   X   X   X   X   X  

17   D/AB   AB   AB       AB      

18                           D               19       D   D                       20                               21       D   D   D           D   P   22                X   X   X   X   X   X   X   X   23           24           AB/P        AB                  

Positive results after 3 days of enrichment

Positive after direct culture

Negative

Sample not available

(14)

Resident  

Week  

N°  

01  

02  

03  

05  

 

06  

 

07  

08   09  

10  

 

11  

 

12  

13  

14  

15  

16  

17  

1    020   020               020   020   020   020   020   2   3       4   5               6       7           8           9                       10           11                                       12           13   UCL36   UCL36             14           15   027   027   027       027   027   027   027     027   027   027   027   027   027   16   17       18                027       027       027         027   027   027  

19   UCL46     UCL46   027           027         027   UCL36  

20                          

21              

22                  

23           UCL36   24           UCL36   UCL36       UCL36            

Positive results after 3 days of enrichment

Positive after direct culture

Negative

Sample not available

(15)

Pa<ent  

Week  

N°  

01  

02  

03  

04  

 

05  

 

06  

 

07  

08  

09  

10  

 

11  

 

12  

13  

14  

15  

16  

17  

1       D                   D/AB/P   AB   2   3           4   D   D   5   AB/P                   D   6       AB       7   AB           AB       8       H   H   H   H       P   9                       10               11                                           12   «  D  »   «  D  »       «  D  »   «  D  »       «  D  »   «  D  »   13                   14           15   D   D   D   D       D   D   D       D   D/P   D/P   P   P  

16   D/AB   AB   AB   X   X   X   X   X   X   X   X   X   X   X  

17   D/AB   AB   AB       AB      

18                           D               19       D   D                       20                               21       D   D   D           D   P   22                X   X   X   X   X   X   X   X   23           24           AB/P        AB                  

Positive results after 3 days of enrichment

Positive after direct culture

Negative

Sample not available

D diarrhea

AB antibiotic

P probiotic

H hospitalization X death or resident outside of the study

(16)

The results so far:

80 samples sequenced and analyzed: 6300 OTUs

Positive detection of

Clostridium difficile

:

n

Microbiology

Amplicon

sequencing

20

+

+

36

-

-

19

+

-

5

-

+

C. difficile detection

(17)

0,000%   10,000%   20,000%   30,000%   40,000%   50,000%   60,000%   70,000%   80,000%   90,000%   100,000%    P 1_w ee k0 1    P 1_w ee k0 2    P 1_w ee k0 4    P 1_w ee k0 5    P 1_w ee k0 7    P 1_w ee k0 8    P 1_w ee k1 0    P 2_w ee k0 1    P 2_w ee k0 3    P 2_w ee k0 5    P 2_w ee k0 7    P 2_w ee k0 9    P 13 _w ee k0 1    P 13 _w ee k0 2    P 13 _w ee k0 3    P 13 _w ee k0 4    P 13 _w ee k0 6    P 13 _w ee k0 8    P 13 _w ee k1 0    P 15 _w ee k0 1    P 15 _w ee k0 2    P 15 _w ee k0 3    P 15 _w ee k0 4    P 15 _w ee k0 6    P 15 _w ee k0 7    P 15 _w ee k0 8    P 15 _w ee k0 9    P 18 _w ee k0 5    P 18 _w ee k0 7    P 18 _w ee k0 9    P 19 _w ee k0 1    P 19 _w ee k0 2    P 19 _w ee k0 3    P 19 _w ee k0 7    P 19 _w ee k0 9    P 19 _w ee k1 0    P 24 _w ee k0 3    P 24 _w ee k0 5    P 24 _w ee k0 6    P 24 _w ee k0 8   Vic$vallaceae   Vibrionaceae   Verrucomicrobiaceae   Veillonellaceae   unclassified   Synergistaceae   Streptococcaceae   Staphylococcaceae   Sphingomonadaceae   Ruminococcaceae   Rikenellaceae   Rhizobiaceae   Pseudomonadaceae   Pseudoalteromonadaceae   Propionibacteriaceae   Prevotellaceae   Porphyromonadaceae   Peptostreptococcaceae   Pasteurellaceae   Oxalobacteraceae   Moraxellaceae   Micrococcaceae   Microbacteriaceae   Lactobacillaceae   Lachnospiraceae   Fusobacteriaceae   Flavobacteriaceae   Family_XIII_Incertae_Sedis   Family_XII_Incertae_Sedis   Family_XI_Incertae_Sedis   Eubacteriaceae   Erysipelotrichaceae   Enterococcaceae   Enterobacteriaceae   Desulfovibrionaceae   Corynebacteriaceae   Coriobacteriaceae   Comamonadaceae   Clostridiaceae   Carnobacteriaceae   Campylobacteraceae   Bifidobacteriaceae   Bacteroidaceae   Alcaligenaceae   Ac$nomycetaceae  

Relative proportions of the different bacterial families

(18)

0.05 P12_week_10 P5_week_12 P5_week_03 P1_week_08 P13_week_04 P19_week_13 P19_week_11 P18_week_07 P18_week_17 P16_week_06 P15_week_08 P13_week_06 P1_week_12 P17_week_08 P17_week_06 P12_week_07 P2_week_15 P15_week_14 P19_week_03 P15_week_04 P1_week_04 P24_week_14 P13_week_08 P15_week_12 P24_week_10 P17_week_07 P2_week_11 P15_week_09 P2_week_13 P2_week_09 P24_week_05 P15_week_03 P18_week_09 P18_week_05 P12_week_11 P24_week_06 P15_week_13 P24_week_08 P19_week_02 P1_week_01 P1_week_16 P24_week_12 P12_week_03 P13_week_01 P24_week_17 P18_week_12 P19_week_07 P15_week_06 P2_week_01 P13_week_02P13_week_03 P5_week_16 P1_week_14 P15_week_11 P19_week_15 P13_week_14 P2_week_05 P19_week_09 P24_week_03 P18_week_15 P5_week_01 P15_week_07 P15_week_02 P1_week_10 P1_week_07 P1_week_05 P19_week_10 P2_week_07 P15_week_17 P19_week_01 P2_week_17 P1_week_02 P13_week_12 P15_week_01 P1_week_11 P13_week_10 P2_week_03 P17_week_05 P1_week_17

Phylotype tree based on population distribution

– Braycurtis dissimilarity index

•  Study the phylotype

composition of the

samples

•  This tree reflects how

many samples have

the same bacterial

content or not

•  Almost all the samples

are clustered in a

sub-tree corresponding to

a single resident

•  Each resident has his

own bacterial imprint

which is stable during

the entire study

(19)

Patient

microbio

C. diff

positive

Diarrhea

Antibiotics

Abundance and Correlation Analysis

•  ANOVA

(AMOVA)

•  Principal

component

analysis

•  METASTATS

•  UNIFRAC

•  PARSIMONY

We can analyze the results using or combaining different criteria and using

different test

(20)

C. difficile abundance

13

15

18

19

24

resident

•  Proportion of sequences of C. difficile detected for each resident each week

•  Residents positive for C. difficile by classical microbiology showed an

(21)

Different bacteria in case of positive (blue)

and negative (orange) residents in relation

with C. difficile

(22)

The story so far

•  C. difficile prevalence of

30.4% in a Belgian nursing home

The most common PCR-ribotype identified was 027

•  Residents have all their microbiota print

•  Metagenomics analysis can’t substitute targeted procotocols

•  But It offers a global picture of the microbiota context:

–  With correlations

–  Identifications

–  Follow up

(23)

Prof. Michel Delmée

Véronique Avesani

Johan Van Broeck

Eléonore Lyeza

Prof. Georges Daube

Dr. Bernard Taminiau

Dr. Nicolas Korsak

ACKNOWLEDGEMENTS

Nursing Home Sainte-Joséphine

(Theux-Belgium)

(24)

METAGENOMIC ANALYSIS

Dr. Bernard Taminiau

(25)

THANK YOU VERY MUCH

Classical microbiology

Next generation sequencing

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