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Identification of Microbial Carbon Cyclers Using Stable Isotope Approaches

Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

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Page 1: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Identification of Microbial Carbon

Cyclers Using Stable Isotope

Approaches

Page 2: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Microbial Ecosystem Functions

• Biogeochemical

cycling

– Nitrogen

– Sulfur

– Carbon

• Primary production

• Trophic support

Azam et al. 1998

Page 3: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

www.Amigosdebolsachica.com

Page 4: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Sources of Primary Production

Spartina foliosa Sarcocornia pacifica Algal mats

Greater algal productivity on west coast (Zedler et al.1980; Bouillon and Boschker, 2006 )

Spartina plant detritus (lignocellulose)

Lignin

Cellulose

Hemicellulose

(Benner et al. 1987)

Algal detritus (labile photosynthates)

Carbohydrates

Polysaccharides

Sugars

(Jones and Cannon 1986)

Page 5: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Fate of Organic Matter

Macrophyte

1o Production

Detritus

Algal

1o Production

Invertebrate

detritivores and algal

feeders

Page 6: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Fate of Organic Matter

Macrophyte

1o Production

Detritus

Algal

1o Production

Invertebrate

detritivores and algal

feeders

Microbes? 1

Microbes? 2

Microbes 3

Page 7: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Objectives

• Identify bacteria responsible for the utilization of marsh macrophyte derived carbon

• Identify invertebrates responsible for Spartina and algal utilization

• Place microbial carbon cyclers within benthic trophic structure

Page 8: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Study Site

Huntington

Beach

Page 9: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

d 13 C = ( 13 C/ 12 C sample

) - 1 x 1000 13

C/ 12 C standard

1 per mil shift in C per trophic level

-26 -20 -13 -10

Phototrophs

Stable Isotope Analysis (SIA)

Salicornia Diatoms Spartina Cyanobacteria δ13C

Page 10: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

I. DNA Stable Isotope Probing (SIP)

• Directly links microbial identity with function in a natural community (Radajewski et al. 2000; Neufeld, 2007)

Heavy enriched 13C DNA

Light non-enriched 12C DNA

Radajewski et al. 2000

Page 11: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Applications of DNA SIP

Page 12: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Sampling For SIP

• Used surface sediment cores

• Amended microcosms in lab

• Sampled at 0 and 30 days

• DNA extraction

• Density gradient centrifugation

• Fractionation and collection of DNA

• Molecular analyses

13C Lignocellulose

12C Lignocellulose

Unlabeled

Total=12 x 1 cm cores divided into 3 treatments

Neufeld et al. 2007

Page 13: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

DNA SIP Molecular Analysis

• PCR amplification of 16S rRNA genes for bacteria

• Terminal Restriction Fragment Length Polymorphism (T-RFLP) to identify general community differences

• Clones libraries created for the heavy (utilizers) and light (non-utilizers) fractions

wiki.biomine.skelleftea.se

Digestion with restriction enzymes

Separation of fragments in

polyacrylamide gel electrophoresis

PCR products

PCR with

fluorescent

primers

Total DNA

Relative

fluorescence

Base Pair Size

Page 14: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Identifying Enriched Fractions

1.66

1.68

1.7

1.72

1.74

1.76

1.78

1.8

1.82

1 2 3 4 5 6 7 8 9 10 11 12

De

nsi

ty (

g/m

l)

Fraction

13C Tube Fraction Density

Heavy

Light

•Verified 12C Lignocellulose

sediment value was not

enriched

Heavy

Light

Page 15: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Similar Richness and Diversity

0

10

20

30

40

50

60

70

80

90

0 20 40 60 80 100 120

OTU

Number of Clones Sequenced

Rarefaction Curve

Light

Heavy

0

100

200

300

400

500

600

700

Light Heavy

Chao

3.9

4

4.1

4.2

4.3

4.4

4.5

Light Heavy

Shannon

Page 16: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Distinct Community Structure

Libshuff p=<0.001

Species Level

Libshuff: determines if clone libraries are significantly different based

on operational taxonomic units (OTU)

Page 17: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Distinct Community Structure

Genus Level

Page 18: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Heavy Light

Page 19: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

II. In Situ Enrichment Experiment

• Tracked enriched 13C algal mats and 15N

Spartina into the organisms that utilized these

different sources of carbon

Enriched algal mat - 6X background

Enriched Spartina -100X background

Page 20: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Sampling For SIA

13C Bicarbonate Algal Mats

Sampled sediment from below litter

bags at 0 and 30 days for:

Inverts

Microbes

Sediment

Algae

Spartina

Litter bags of 15N Spartina

100 mm

mesh

~2 mm

mesh

Page 21: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Enrichment May Vary by Feeding Type

0

5

10

15

20

25

30

Deposit

feeder

Algal

feeder

Shredder

∆ in δ 13C Enriched Algal

Treatment

-50

0

50

100

150

200

250

300

350

Deposit

Feeder

Algal

feeder

Shredder

∆ in δ 15N Enriched Spartina

Treatment

Finch

Nitex

F2, 10=3.63

P= 0.065

Finch H2=0.74 P=0.69

Nitex F2,9=1.87 P=0.209

Page 22: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Conclusions

• This study is the first to use SIP with salt

marsh sediment

• Lignocellulose SIP successfully

identified bacterial carbon utilizers

– community structure differences

• DNA SIP paired with enrichment studies

has the potential to elucidate

microbial mediated pathways

Page 23: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Fate of Organic Matter

Macrophyte

1o Production

Detritus

Algal

1o Production

Invertebrate

detritivores and algal

feeders

Microbes

Microbes?

Microbes

1

2

3

Page 24: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Further Investigation

• Direct counts for microbial biomass and abundance

• Fungal characterization via DNA SIP

• Mixing models of stable isotope data

Page 25: Identification of Microbial Carbon Cyclers Using Stable ... L. Darjany.pdfcycling –Nitrogen –Sulfur ... • Molecular analyses 13C Lignocellulose 12C Lignocellulose Unlabeled Total=12

Acknowledgements

• Drs. Jesse Dillon and Christine Whitcraft

• Dillon lab, Whitcraft lab

• Orphan lab (Caltech)

• Funding – California Seagrant

– CSU-COAST Summer Research Grant

– CSULB • Reish Research Grant

• ASI Travel Grant

• Handloser Tuition Award