Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… ·...

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Microbes and mountains: metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea [email protected]

Transcript of Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… ·...

Page 1: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Microbes and mountains: metagenetics on Mount Fuji, Japan

Jonathan Adams, Biology Department, SNU, Korea

[email protected]

Page 2: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Until about a decade ago, culturing could only yield 8,000 described species of prokaryotes

Page 3: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

New techniques – DNA sequencing and computing - capable of analysing vast amounts

of information in DNAat rates unimaginable 20 years ago

Page 4: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

As a result of metagenetic methods we are in a new ‘age of discovery’ analogous to the time 200-300 years ago when modern science first documented the life forms of the planet, and

the patterns of their variation

Page 5: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

As in the ‘age of discovery’, much work with metagenetics at present is about initial exploration and description of

patterns

From which mechanistic understanding of microbial

communities can eventually result

Page 6: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Today I’ll talk just about our exploration of prokaryotes in

one particular location

Page 7: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Adams lab members

Page 8: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

16S RNA subunit – a vital part of everyprokaryotic cell

Its gene varies by just enough thatwe can usually distinguish ‘species’

by their different 16S gene sequences

Page 9: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

We studied Mount Fuji as a relatively ‘simple’ environmental system

Page 10: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Mount Fuji

• Is very high, up to 3,770m, wide range of temperature and vegetation

• Geologically uniform (late Quaternary volcanic ash cover formed all at same time)

• Topographically simple: ‘perfect’ monotonous cone

• A nice environmental gradient to begin exploring soil microbial diversity patterns

Page 11: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Questions we asked

• What are the diversity patterns?

• Why do whatever patterns we see occur? (i.e. what favours high diversity in a prokaryotic community?)

• Are there discrete communities at each altitudinal zone? (i.e. are prokaryotes finely partitioned by niche in relation to environmental gradients?)

Page 12: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

On Fuji: middle elevations on mountain favourgreater soil bacterial diversity

Mt Fuji, Japan (Singh et al. 2011)

1000 1500 2000 2500 3000 3500

300

350

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450

Elevation (meters)

(Phy

loty

peR

ichn

ess

(OTU

s)

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PCoA bacterial community vs elevation

1000masl1500masl2000masl2500masl3000masl3700masl

Discrete bacterial community for each elevational zone

Page 14: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Lower slopes with forest have low bacterial diversity

Page 15: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Increasing into the upper forests…

Page 16: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Mid-altitudes above tree line most diverseIn terms of bacteria

Page 17: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Barren upper slopes, less bacterial diversity again

Page 18: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Another area of revelation from metagenetics: the diversity and

abundance of Archaea

Page 19: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Archaea(Total archaea, above, and

Thaumarcheota only)

Page 20: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Best fit for all Archaea

and Thaumarcheota

Page 21: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

With Archaea, the greatest diversity is in the upper forests…(why??)

Page 22: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Correlation with AmmoniaTh

aum

arch

aeot

aW

hole

Com

mun

ity

Page 23: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Correlation with nitrateTh

aum

arch

aeot

aW

hole

Com

mun

ity

Page 24: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Correlation with PotassiumTh

aum

arch

aeot

aW

hole

Com

mun

ity

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Relative Abundance

0

10

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100

1000m 1500m 2000m 2500m 3000m 3700m

Archaea_uc

Thaumarchaeota

Euryarchaeota

0

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1000m 1500m 2000m 2500m 3000m 3700m

Group1b

Marine Group1a

FFSB

Thaumarchaeota_uc

Thermoplasmata

DHVEG

Euryarchaeota_uc

Figure.2. Percent relative abundance at phylum (left) and class (right) levels.*green color is for thaumarchaeota and red is for euryarchaeota.* No seq. could be classified up to crenarchaeota ( at 80% cut off) although at a cut off of 50% there were 3 sequences.

Phylum Class

Page 26: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

NMDS

2D Stress: 0.08

Thaumarchaeota Whole archaealCommunity

2D Stress: 0.08

Elevation100015002000250030003700

Page 27: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Humpback curve on mountain: An ‘optimal’ environment needs less physiological

specialization, and species ‘fall into’ it?

Page 28: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

An intermediate disturbance effect (Mount Fuji) ?

• Low intensities of disturbance lower on mountain, out-competition

• Moderate intensities mid-altitudes, allow co-existence

• Upper slopes – too ‘stressful’, low diversity

Page 29: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Or greatest diversity where lower forest communities mix in a fine mosaic with barren

upper slope environments? (for bacteria, anyway)

Page 30: Microbes and mountains: metagenetics on Mount Fuji, Japan and Mountains Metagenetics on Moun… · metagenetics on Mount Fuji, Japan Jonathan Adams, Biology Department, SNU, Korea

Conclusions

• Striking patterns in diversity of prokaryotic communities along an environmental gradient

• Intermediate environments seem to promote maximum prokaryotic diversity

• Prokaryotic community character partitioned by elevational zone

• More studies needed to ‘tease apart the threads’ of microbial diversity along gradients