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Institute of Marine and Coastal Sciences




        Why is there so much microbial diversity in
                     NJ and Beyond?
                           Rutgers University, Lee Kerkhof
Thursday, March 29, 12
Overview of the seminar

          •Background on how we do oceanography and a
           small lecture
          •Measurements of the coast of New Jersey
          •Assessment of active bacteria in the Orinoco River
           Plume
          •Determination of active bacteria in the subsurface


         Then, I get to revisit these sites again with a
         different methodology

Thursday, March 29, 12
Winch and “A” frame




                                   Text
                                    Text




Thursday, March 29, 12
Niskin
 Bottles to
 collect
 water
 samples at
 depth




Thursday, March 29, 12
Floats for
     Look at all         equipment
     the hard            going over
     hats and            the side
     safety gear




Thursday, March 29, 12
Inside the ship in the science labs. All the space is used.




Thursday, March 29, 12
Why study bacteria in the ocean?




       ASM workshop--2000


Thursday, March 29, 12
How biologists
                         understood the
                         tree of life in
                         1866.


                         3 main groups
                         of organisms
                         Based
                         primarily upon
                         morphology
Thursday, March 29, 12
Axhplmnap
                         ni yo n sm
                          oc i i l
                               o e




                                      Microbial Life-’02 Perry et al.
Thursday, March 29, 12
Electron
                         micrograph of
                         bacteria
                         collected off
                         the coast of
                         Hawaii




Thursday, March 29, 12
Viable counting of bacteria by serial dilution and plate count




                                            Microbial Life-’02 Perry et al.
Thursday, March 29, 12
Counting the number of viable cells by
                    serial dilution and plate count




                                            Microbial Life-’02 Perry et al.
Thursday, March 29, 12
Results of bacterial counts with 6 methods




                                     Jannasch & Jones, 1959
Thursday, March 29, 12
What is Meant by Molecular Ecology?

             Using methodology that identifies specific
             molecules in a complex mixture to identify
            specific groups of microorganisms to address
                        ecological questions
         Target molecules can be:
                  •Unique pigments or 2o metabolites
                  •Lipids
                  •Proteins
                  •Nucleic Acids

Thursday, March 29, 12
What biomolecules can we work with?




                              Microbial Life-’02 Perry et al.
Thursday, March 29, 12
Traditional Clone and Sequence Method




Thursday, March 29, 12
The Ribosomal RNA SSU tree of life

       Bacteria                                                                                    Eukarya
                Proteobacteria
                            Gram-Positive Bacteria
                                                               Archaea                         Slime Molds
                                                                                                             Animals
                                                                                          Entamoebae
                                Green Non-Sulfur Bacteria
                                                               MethanobacteriumHalobacterium                    Fungi
    Cyanobacteria                                                                                                  Plants
                                                            Methanococcus        Thermoplasma
                                         Thermoproteus Thermococcus
Flavobacteria                                                                                                    Ciliates
                                         Sulfolobus                    Archaeoglobus
                                                                   Methanopyrus
                                               Ignicoccus                                                               Flagellates
                                                  Pyrodictium
      Thermotoga                                                                                                    Microsporidia
                                                                                                                 Diplomonads
                    Aquifex



                                               Universal
                                               Ancestor




Thursday, March 29, 12
Problem


         Why are there so many bacterial species in
              the ocean [or anywhere else] ?

                    There should be competitive
                   exclusion, i.e. the best adapted
                organism out competes all the others.
                                            Hardin 1960




Thursday, March 29, 12
The solution to the Paradox of the Plankton
                                   Hutchinson 1961




Thursday, March 29, 12
The solution to the Paradox of the Plankton
                                   Hutchinson 1961




Thursday, March 29, 12
Stable Co-existence--resource partitioning




                                                    Chesson 2000


Thursday, March 29, 12
Stable Co-existence--resource partitioning




                                                    Chesson 2000


Thursday, March 29, 12
Stable Co-existence- [selective predation]




                                             Hutchinson 1961

                                             Chesson 2000


Thursday, March 29, 12
Interesting question


            Do bacteria in the coastal ocean of New
             Jersey experience rapidly changing
             patchy niches that could account for
                     microbial diversity?




Thursday, March 29, 12
Interesting question


            Do bacteria in the coastal ocean of New
             Jersey experience rapidly changing
             patchy niches that could account for
                     microbial diversity?
              Test this with activity measurements of
              bacteria in the water column on a diel
                               cycle.

Thursday, March 29, 12
1           Results from the GRIST Experiment




                                   The GRIST study aimed to target the
                                   active bacteria in the coastal ocean
                                   and assess the relationship between
                                   traditional rate measurements and
                                   gene-based methodologies for
                                   linking processes from the molecular
                                   to the global scale.


                                    LEO-15


Thursday, March 29, 12
Almost-diel study times indicated by the 2 orange boxes




Thursday, March 29, 12
Five approaches using RNA/DNA based
                methods to determine activity


             1. mRNA analysis
             2. MICROFISH analysis
             3. BrDU incorporation
             4. Ribosome fingerprinting
             5. Stable Isotope incorporation

Thursday, March 29, 12
What biomolecules can we work with?




                              Microbial Life-’02 Perry et al.
Thursday, March 29, 12
Universal Ribosomal rRNA content vs. Growth Rate


                  12



                    9
       RNA/DNA




                    6



                    3



                    0
                     0.0    0.5         1.0         1.5   2.0
                           Specific Growth Rate (h-1)
                                                          Kerkhof and Ward, 1993
Thursday, March 29, 12
What can we predict?




Thursday, March 29, 12
How does Terminal Restriction
                    Fragment Length Polymorphism work?

     Sample                                                                Size separate on automated sequencer
                                                                  Gene 1
                                                                                    A            B
                                                                  Gene 2
                                                                  Gene 3
                                                                  Gene 4



                                                                  Gene n

        Purify DNA                                                Gene n+ 1

   PCR with fluorescent primers                Restriction Enzyme Digest

                         Only labeled fragments appear as peaks                    ABI Software Analysis




Thursday, March 29, 12
Signal Strength   Ribosomal RNA fingerprints during the GRIST experiment




                                                  TRFLP Size (in base pairs)



Thursday, March 29, 12
4             Incorporation of stable isotopes into
              DNA and separation by ultracentrifugation




                               Radajewski et al 2000, Nature 403: 646–649
Thursday, March 29, 12
Semi-conservative replication of DNA
                               15N                          generations




                         14N
                                     Meselson and Stahl 1958, PNAS 44: 671-–649
Thursday, March 29, 12
Map of Sample Sites




Thursday, March 29, 12
TRFLP fingerprints of nosZ genes from benzoate
     fed slurries from Norfolk and LEO
             Signal Strength




                               TRFLP Size (in base pairs)   Gallagher et al., 2005 AEM 71:5192-5196
Thursday, March 29, 12
Increase in TRFLP peak areas through
       time for LEO-15 and Norfolk incubations




                               Gallagher et al., 2005 AEM 71:5192-5196
Thursday, March 29, 12
7                           Orinoco River Plume
                                  Puerto Rico
                                                            65o W               60o W




                                                                    Guadalupe


                                Caribbean Basin
                                                                                        15o N


                  Satellite surface Chla                                St. Lucia
                  5-10 mg/m3

                  2-5 mg/m3

                  0.5-1.5 mg/m3



                                                Venezuela                Trinidad
                                                                         Tobago

                                                                                        10o N




Thursday, March 29, 12
Enrichment culture/ resource partitioning




                                         Wawrik et al., 2005
Thursday, March 29, 12
Carbon utilization patterns of bacteria in the plume
                          L. Kerkhof, C. Ferraro, L. McGuinness



             Station 12               13C   protein uptake   13C   amino acid uptake   13C   Pigment uptake




                             112 bp
                 85 bp                  140 bp




Thursday, March 29, 12
Nitrogen utilization patterns of bacteria in the plume
                          L. Kerkhof, C. Ferraro, L. McGuinness


                                     Far Plume
                                     Site




Thursday, March 29, 12
First Conclusions
  1) Ribosome fingerprinting can distinguish active from
    resident bacteria.
  2) Not every bacterial group is behaving uniformly in
    the field. But, there are some repeating patterns
    indicating non-randomness.
  3) Roughly 25-50% of the microbial population are not
    growing in the Mid-Atlantic Bight and the Orinoco
    River Plume (i.e. DNA signal, no RNA signal).
  4) So far, little correlation to measured environmental
    parameters.


Thursday, March 29, 12
Conclusions

     A) Whether there is resource partitioning
        among bacteria depends on your
        environment.
     B) The role of predation in structuring the
        community plays a more important role
        than typically appreciated.
     C) Elucidating the microbial food web using
        molecular tools is just in its infancy.
        There is so much more to learn!

Thursday, March 29, 12

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East Coast MARE Ocean Lecture Mar 29, 2012 - Why is there so much microbial diversity in NJ & beyond?

  • 1. Institute of Marine and Coastal Sciences Why is there so much microbial diversity in NJ and Beyond? Rutgers University, Lee Kerkhof Thursday, March 29, 12
  • 2. Overview of the seminar •Background on how we do oceanography and a small lecture •Measurements of the coast of New Jersey •Assessment of active bacteria in the Orinoco River Plume •Determination of active bacteria in the subsurface Then, I get to revisit these sites again with a different methodology Thursday, March 29, 12
  • 3. Winch and “A” frame Text Text Thursday, March 29, 12
  • 4. Niskin Bottles to collect water samples at depth Thursday, March 29, 12
  • 5. Floats for Look at all equipment the hard going over hats and the side safety gear Thursday, March 29, 12
  • 6. Inside the ship in the science labs. All the space is used. Thursday, March 29, 12
  • 7. Why study bacteria in the ocean? ASM workshop--2000 Thursday, March 29, 12
  • 8. How biologists understood the tree of life in 1866. 3 main groups of organisms Based primarily upon morphology Thursday, March 29, 12
  • 9. Axhplmnap ni yo n sm oc i i l o e Microbial Life-’02 Perry et al. Thursday, March 29, 12
  • 10. Electron micrograph of bacteria collected off the coast of Hawaii Thursday, March 29, 12
  • 11. Viable counting of bacteria by serial dilution and plate count Microbial Life-’02 Perry et al. Thursday, March 29, 12
  • 12. Counting the number of viable cells by serial dilution and plate count Microbial Life-’02 Perry et al. Thursday, March 29, 12
  • 13. Results of bacterial counts with 6 methods Jannasch & Jones, 1959 Thursday, March 29, 12
  • 14. What is Meant by Molecular Ecology? Using methodology that identifies specific molecules in a complex mixture to identify specific groups of microorganisms to address ecological questions Target molecules can be: •Unique pigments or 2o metabolites •Lipids •Proteins •Nucleic Acids Thursday, March 29, 12
  • 15. What biomolecules can we work with? Microbial Life-’02 Perry et al. Thursday, March 29, 12
  • 16. Traditional Clone and Sequence Method Thursday, March 29, 12
  • 17. The Ribosomal RNA SSU tree of life Bacteria Eukarya Proteobacteria Gram-Positive Bacteria Archaea Slime Molds Animals Entamoebae Green Non-Sulfur Bacteria MethanobacteriumHalobacterium Fungi Cyanobacteria Plants Methanococcus Thermoplasma Thermoproteus Thermococcus Flavobacteria Ciliates Sulfolobus Archaeoglobus Methanopyrus Ignicoccus Flagellates Pyrodictium Thermotoga Microsporidia Diplomonads Aquifex Universal Ancestor Thursday, March 29, 12
  • 18. Problem Why are there so many bacterial species in the ocean [or anywhere else] ? There should be competitive exclusion, i.e. the best adapted organism out competes all the others. Hardin 1960 Thursday, March 29, 12
  • 19. The solution to the Paradox of the Plankton Hutchinson 1961 Thursday, March 29, 12
  • 20. The solution to the Paradox of the Plankton Hutchinson 1961 Thursday, March 29, 12
  • 21. Stable Co-existence--resource partitioning Chesson 2000 Thursday, March 29, 12
  • 22. Stable Co-existence--resource partitioning Chesson 2000 Thursday, March 29, 12
  • 23. Stable Co-existence- [selective predation] Hutchinson 1961 Chesson 2000 Thursday, March 29, 12
  • 24. Interesting question Do bacteria in the coastal ocean of New Jersey experience rapidly changing patchy niches that could account for microbial diversity? Thursday, March 29, 12
  • 25. Interesting question Do bacteria in the coastal ocean of New Jersey experience rapidly changing patchy niches that could account for microbial diversity? Test this with activity measurements of bacteria in the water column on a diel cycle. Thursday, March 29, 12
  • 26. 1 Results from the GRIST Experiment The GRIST study aimed to target the active bacteria in the coastal ocean and assess the relationship between traditional rate measurements and gene-based methodologies for linking processes from the molecular to the global scale. LEO-15 Thursday, March 29, 12
  • 27. Almost-diel study times indicated by the 2 orange boxes Thursday, March 29, 12
  • 28. Five approaches using RNA/DNA based methods to determine activity 1. mRNA analysis 2. MICROFISH analysis 3. BrDU incorporation 4. Ribosome fingerprinting 5. Stable Isotope incorporation Thursday, March 29, 12
  • 29. What biomolecules can we work with? Microbial Life-’02 Perry et al. Thursday, March 29, 12
  • 30. Universal Ribosomal rRNA content vs. Growth Rate 12 9 RNA/DNA 6 3 0 0.0 0.5 1.0 1.5 2.0 Specific Growth Rate (h-1) Kerkhof and Ward, 1993 Thursday, March 29, 12
  • 31. What can we predict? Thursday, March 29, 12
  • 32. How does Terminal Restriction Fragment Length Polymorphism work? Sample Size separate on automated sequencer Gene 1 A B Gene 2 Gene 3 Gene 4 Gene n Purify DNA Gene n+ 1 PCR with fluorescent primers Restriction Enzyme Digest Only labeled fragments appear as peaks ABI Software Analysis Thursday, March 29, 12
  • 33. Signal Strength Ribosomal RNA fingerprints during the GRIST experiment TRFLP Size (in base pairs) Thursday, March 29, 12
  • 34. 4 Incorporation of stable isotopes into DNA and separation by ultracentrifugation Radajewski et al 2000, Nature 403: 646–649 Thursday, March 29, 12
  • 35. Semi-conservative replication of DNA 15N generations 14N Meselson and Stahl 1958, PNAS 44: 671-–649 Thursday, March 29, 12
  • 36. Map of Sample Sites Thursday, March 29, 12
  • 37. TRFLP fingerprints of nosZ genes from benzoate fed slurries from Norfolk and LEO Signal Strength TRFLP Size (in base pairs) Gallagher et al., 2005 AEM 71:5192-5196 Thursday, March 29, 12
  • 38. Increase in TRFLP peak areas through time for LEO-15 and Norfolk incubations Gallagher et al., 2005 AEM 71:5192-5196 Thursday, March 29, 12
  • 39. 7 Orinoco River Plume Puerto Rico 65o W 60o W Guadalupe Caribbean Basin 15o N Satellite surface Chla St. Lucia 5-10 mg/m3 2-5 mg/m3 0.5-1.5 mg/m3 Venezuela Trinidad Tobago 10o N Thursday, March 29, 12
  • 40. Enrichment culture/ resource partitioning Wawrik et al., 2005 Thursday, March 29, 12
  • 41. Carbon utilization patterns of bacteria in the plume L. Kerkhof, C. Ferraro, L. McGuinness Station 12 13C protein uptake 13C amino acid uptake 13C Pigment uptake 112 bp 85 bp 140 bp Thursday, March 29, 12
  • 42. Nitrogen utilization patterns of bacteria in the plume L. Kerkhof, C. Ferraro, L. McGuinness Far Plume Site Thursday, March 29, 12
  • 43. First Conclusions 1) Ribosome fingerprinting can distinguish active from resident bacteria. 2) Not every bacterial group is behaving uniformly in the field. But, there are some repeating patterns indicating non-randomness. 3) Roughly 25-50% of the microbial population are not growing in the Mid-Atlantic Bight and the Orinoco River Plume (i.e. DNA signal, no RNA signal). 4) So far, little correlation to measured environmental parameters. Thursday, March 29, 12
  • 44. Conclusions A) Whether there is resource partitioning among bacteria depends on your environment. B) The role of predation in structuring the community plays a more important role than typically appreciated. C) Elucidating the microbial food web using molecular tools is just in its infancy. There is so much more to learn! Thursday, March 29, 12