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La symbiose Homme-Microbiote dans la santé et la maladie
Joël Doré Micalis & MetaGenoPolis, INRA Jouy-en-Josas, France
Immune maturation
&
development of the microbiota
‘unique’ symbiosis : microbiota being recognized as a component of ‘self’
Maintained symbiosis : health and well-being
Disruption of tolerance : Risk of immune-mediated
disorders
Disruption of ecological balance :
Risk of infection
Homo sapiens ‘symbiosus’ ; a man-microbe mutualism that starts at birth
Diet, functional food, microbiota
Man-Microbe symbiosis
Re-evaluation using culture-independent
approaches
The dominant intestinal microbiota :
accessible using molecular approaches
21-32% Suau et al. 1999 21-37%
Hayashi et al. 2002
culturable
~ 30%
30% Tannock et al. 2000
Whole Genome Shotgun
sequencing
DNA
extraction
Assembly and annotation
Reference gene catalog
and gene counts Lessons from early human intestinal tract metagenomics: Reference gene catalogs, highlighting both core metagenome & rare genes
• 3.3 million genes Qin Nature 2010 to 10 million genes Li Nature Biotech 2014 Co-abundant gene clustering and metagenomic species Nielsen Nature Biotech 2014 Mouse gene catalog ; environment dependent Xiao Nat Biotech 2015
3 enterotypes / preferred ecological arrangements Arumugam Nature 2011 stability at SNPs level (strains) Schloissnig Nature 2012 nutrition and intestinal metabolome are linked Shoaie Cell Metabol 2015
=> metagenomic disbiosis ; diagnostic signatures ; predictive models.. • in T2D Qin Nature 2012, in Obesity Le Chatelier Nature 2013, in Liver cirrhosis Qin Nature 2014
=> low gene count is a key stratifier Cotillard Nature 2013
A technical revolution since the turn of the century
Metagenome: combined genomes of dominant microbes
Enterotypes may be regarded as preferred patterns in the ecological landscape of all possible arrangements
Data d
ensity (Fractio
n o
f data clo
se to a cen
tral po
int )
‘Density
plots’
For
~400
samples
Scheffer, Nature 2001
Prevotella
Bacteroides
Ruminococcus
Low to high
gene count
low high gene count
n=277
68 « species » significantly linked to gene count (richness/diversity)
nu
mb
er o
f in
div
idu
als
High richness Microbiota
Low richness Microbiota
Human microbiomes differ at the level of gene richness (diversity)
Impact of diet: Wu Science 2012
Low to high
gene count
Metagenomic view of the fecal microbiota
• Each dominant microbiota gathers on average over 500,000 genes representing 100’s of bacterial species (Qin et al Nature 2010) ; this is over 25 fold the size of the human genome for each individual.
• A reference catalog of some 10 million non-redundant genes.
• A small proportion of genes constitute a metagenomic core.
• Individuals are nonetheless different by genes, gene richness, metagenomic species and enterotypes (Arumugam et al. Nature 2011)
• The microbiota can be characterized by quantitative metagenomic profiling. (Cotillard et al. Nature 2013)
• Genomes of yet uncultured metagenomic species can be assembled (Nielsen et al. Nature Biotech 2014)
The human intestinal microbiota, a true organ…
100 trillion bacteria per individual microbiota
Interface between food and the epithelium
In contact with the 1st pool of immune cells and the 2nd pool of neural cells of the body
…with a major role
in health & disease !
yet ignored and neglected
barrier
Physio
defenses Microbiote intestinal
Nutrition
courtesy of Walter Wahly
1.3 MY
100’000 to 130’000 generations with fiber-rich diet (>60% of energy from fruits, veg, roots, nuts,..)
2 to 3 gen. with <10% fiber diet
‘Natural’ history of the genus Homo : we changed nutrition
with potentially major impact on man-microbe symbiosis
Altering mother-to-child vertical transfer of the microbiota,
Through several generations via: – Duration of gestation (preterm births)
– Mode of delivery (cesarean section >30% in Europe ; >80% in different places in the world)
– Hygiene of neonatal environment
– Exposure to antibiotics in mothers, neonates and infants
– Early life food and feeding mode (formula milk ; weaning diet)
– Maternal microbiomes
Extended hygiene hypothesis (Bach NEJM 2002)
“disappearing microbiota hypothesis” (Blaser EMBO-Report 2006)
& ... Missing Microbes (Blaser 2014)
‘Natural’ history of the genus Homo : we changed perinatal
management and environment
with potentially major impact on man-microbe symbiosis
HEALTH continuum DISEASE
Bach JF, N Eng J Med 2002
Chronic, immune-mediated diseases have
increased steadily for the past 60 years
Crohn’s disease Mangin 2004, Manichanh 2006, Sokol 2008, De Crutz 2012, Docktor 2012 Ulcerative colitis Lepage 2011 IBS Rajilic 2011, Carroll 2012, Durban 2012 Obesity Le Chatelier 2013; Cotillard 2013 Type-2 diabetes Burcelin 2011 Type-1 diabetes Giongo 2011 Coeliac disease Nadal et al., 2007; Collado et al., 2009 Allergy Abrahamsson 2012, Hanski 2012, Russel 2012 Autism Finegold et al., 2002; Paracho et al., 2005 AAD C.difficile Rea Mary 2012 Cystic fibrosis Han 2012, Del Campo 2014, Li 2014
Low species richness / low gene count
of the intestinal microbiota
is a feature of disbiosis associated with diseases
Low species richness and low
Faecalibacterium prausnitzii
on the microbiome side
Dysbiosis is an alteration of man-microbe symbiosis, with recurrent
features :
Altered gut-barrier permeability and
low grade inflammation
on the host side
( Indications from animal models, effects of antibiotics or probiotics, clinical studies; …
Microbiota Host Reduced microbiome richness Low grade inflammation - gene count - CRP, lymphocytes, calpro
Reduced levels of Firmicutes Increased gut permeability - butyrate producers - blood LPS, zonulin,..
- Faecalibacterium - fecal zonulin, tissue LBP, …
Increased levels of pathobionts - proteobacteria, Gram negative
Increased Bacteroides to
Ruminococcus ratio of
enterotypes
Features of dysbiosis
as altered man-microbe symbiosis:
Microbiome gene count as stratifier
Le Chatelier et al, Nature 2013
Low to High
gene count (French or Danes) Known species n=10
Unknown species n=48
signature species (n= 58)
ROC analysis
4 species
LGC HGC
Low gene count (low bacterial richness) individuals have less healthy metabolic & inflammatory traits:
Microbiota gene count / diversity is a health-associated stratifier
Increased adiposity, insulin resistance, dyslipidaemia, inflammation, that predispose to type 2 diabetes, cardio-vascular disease, cancer
Dietary habits
impact gene richness 3 dietary patterns are determined
based on food frequency records,
using k-means for 26 food categories.
Cluster 2
Cluster 3 Cluster 1
Karine Clément, head of ICAN, in partnership with Danone Research
‘Healthyness’
Canonical discriminant analysis Stratified Kruskal-Wallis test
among the 3 dietary clusters. Columns show the age-adusted
mean value of the parameters in cluster 1, cluster 2 and cluster 3,
respectively. # tendency p0.1
‘Healthier’ dietary habits are associated with a higher gene diversity
and a higher microbiota stability upon changes in diet
Kong et al, PLOS-One 2014
yoghurt
water
vegetables
fruits
soups
Potatoes including chips
sweets
Sweetened soft drinks
‘richness in fibers’
- +
Tap et al, EM 2015
Determined in early childhood, species richness differentiates human population-groups
Yatsunenko, ..Gordon, Nature 2012
Species richness
Spec
ies
rich
nes
s
Impact, over generations, of :
• Birth ‘management’ ? • Nutritional transition? • Repeated antibiotherapy? • …
… are we altering human biology?
Spp richness establishes in early childhood, ... by vertical transfer across generations?
intervention stabilization
intervention 1200-1500 Kcal
A low gene count microbiome predicts a lesser response; especially for obesity-associated adiposity, low grade inflammation and insulin resistance
LGC HGC
: high protein, low fat and low glycemic index carb with high/diverse fiber content
Cotillard et al, Nature 2013
Low gene-count in obesity:
predicts poor responders to a calory-restricted diet
+30%
Low gene count
High gene count
A high diverse fiber diet can correct low gene-count
in overweight and obesity
Low
High
Low
High
6 weeks intervention
6 weeks stabilization
Hypothesis: a large diversity in primary substrates (plant fibers) may promote diversification throughout the microbial food chain & improve gene richness: a new paradigm for personalized preventive nutrition / medicine?
intervention : high protein, low fat and low glycemic index carb with a highly diverse fiber content
+25%
Cotillard et al, Nature 2013
Sustained alteration
of the Gut Microbiota
Sustained low grade to
overt inflammation Dysbiosis
stressor
stressor
Homo sapiens ‘dysbioticus’
Critical transition* in chronic immune diseases (concept)
Eubiosis
of the gut microbiota
Physiological
Immune tone symbiosis
Reversible imbalance
of the gut microbiota crosstalk
genetic predisposition, infection, diet lifestyle & environmental triggers
Transient low grade
inflammation
Homo sapiens ‘modernicus’
Homo sapiens ‘symbiosus’
* Scheffer 2001, Kefi 2014
Microbiota Host
Today’s medicine addresses symptoms
Sustained alteration
of the Gut Microbiota
Sustained low grade to
overt inflammation Dysbiosis
The new paradigm : a holistic approach to intestinal health
Eubiosis
of the gut microbiota
Physiological
Immune tone symbiosis
Reversible imbalance
of the gut microbiota crosstalk
genetic predisposition, infection, diet lifestyle & environmental triggers
Transient low grade
inflammation
Homo sapiens ‘modernicus’
Homo sapiens ‘symbiosus’
* Scheffer 2001, Kefi 2014
Microbiota Host
Holistic approaches : Microbiome-host targeted
strategies
Holistic approaches : microbiome-host
targeted strategies
From Homo dysbioticus back to Homo symbioticus Restoring Symbiosis
FMT Autologous solutions:
• preventive
and
• curative microbiota-host
sustained dysbiosis Homo sapiens ‘dysbioticus’
microbiota-host symbiosis
microbiota-host altered crosstalk
Homo sapiens ‘modernicus’
Homo sapiens ‘symbioticus’
Same triggers and surgery, chemotherapy, radiotherapy,
antibiotics
Restoration by: • functional foods • nutrition, incl. fibers
Restoration by: • microbiotherapy / FMT
genetics, infections, diet lifestyle, environmental
triggers
Take home messages : • Humans share a core microbiome and yet they differ by genes, species, enterotypes (ecology) and gene count (microbiota diversity).
• microbiome gene count is a key stratifier in several immune disorders including major diseases of modern world, that have increased in incidence since 1950’s
• dysbiosis is an altered state of microbe-host symbiosis with auto-aggravating signals from both sides
• microbiota modulation should be considered as a target for personalized nutrition and as a reinforcement/adjuvant strategy in current therapy
• nutrition - fibers and live microbes - may be strategic bioactives for the maintenance, preservation or restoration of man-microbe symbiosis
INRA Jouy-en-Josas Christel Béra-Maillet Hervé Blottière Marion Leclerc Patricia Lepage Catherine Juste Nicolas Lapaque Tomas de Wouters Antonella Cultrone Malgorsata Nepelska Elsa Jacouton ChenHong Zhang Julien Tap Stanislas Mondot Omar Lakhdari
European Community & ANR-France
Philippe Seksik Harry Sokol Philippe Marteau
S Dusko Ehrlich, Jean Weissenbach (Genoscope, Evry), Wang Jun (BGI, Shenzhen), Peer Bork (EMBL Heidelberg), Francisco Guarner (Val d’Hebron Hospital Barcelona), Oluf Pedersen (SDC Copenhagen), Maria Rescigno (IEO Milan), Liping Zhao (Shanghai JiaoTong University), Jim Versalovic (Baylor College of Medicine, Houston), Baghi Singh (Western Ontario, London) and EU-MetaHIT and IHMS Consortia
Karine Clément (INSERM U972, CR des Cordeliers), Denis Le Paslier & Eric Pelletier, (CEA-Genoscope), Liping Zhao (Shanghai JiaoTong University) and ANR MicroObese consortium
Philippe Langella and col. Bruno Pot Corinne grangette and col.
Micro Obes
Merci
de votre attention
http://gutmicrobiotaforhealth.com/
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QUANTITATIVE AND FUNCTIONAL METAGENOMICS,
FUNDED BY FRENCH GOVERNMENT’S FUTURES INVESTMENTS
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