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HEROEN VERBRUGGEN, UNIVERSITY OF MELBOURNE
Talk	
  contents	
  
Niche	
  evolu1on	
  
+	
  impact	
  on	
  biodiversity	
  
Limestone-­‐boring	
  algae	
  
Vanessa	
  Marcelino	
  Lennert	
  Tyberghein	
   Joana	
  Costa	
  
Niche	
  Evolu,on	
  
Boring	
  Algae	
  
Zachos	
  et	
  al.	
  2008.	
  Nature	
  451:	
  279	
  
Evolu1on	
  of	
  clima1c	
  niches	
  –	
  context	
  
Global	
  SST	
  decreases	
  through	
  Cenozoic	
  
Bio-­‐ORACLE	
  
Tyberghein	
  et	
  al.	
  (2012)	
  Glob	
  Ecol	
  Biogeogr	
  21:	
  272	
  
Halimeda	
  –	
  species	
  diversity	
  map	
  
map	
  by	
  Tom	
  Schils	
  
SST	
  affini1es	
  modeled	
  along	
  tree	
  
C1	
   C2	
   C3	
   C4	
   C5	
  
Verbruggen	
  et	
  al.	
  (2009)	
  Global	
  Ecol.	
  Biogeogr.	
  18:	
  393-­‐405	
  
How	
  does	
  evolvability	
  
of	
  thermal	
  niches	
  come	
  about?	
  
Marcelino	
  et	
  al.	
  –	
  unpublished	
  
Halimeda	
  –	
  microhabitat	
  evolu1on	
  
Exposed	
  microhabitat	
   Sheltered	
  microhabitat	
  
Marcelino	
  et	
  al.	
  –	
  unpublished	
  
Microhabitat	
  specializa1on	
  as	
  
exapta1on	
  for	
  macroecological	
  shi]s	
  
sheltered	
   exposed	
  
Can	
  niche	
  evolu1on	
  explain	
  
geographical	
  pa^erns	
  of	
  diversity?	
  
low
high
Ti^ensor	
  et	
  al.	
  (2010)	
  Nature	
  466:	
  1098-­‐1107	
  	
  	
  —	
  	
  	
  Jablonski	
  et	
  al.	
  (2006)	
  Science	
  314:	
  102-­‐106	
  
The	
  notorious	
  LDG	
  
Decreasing	
  species	
  diversity	
  from	
  tropics	
  to	
  poles	
  
Many,	
  many,	
  MANY	
  explana1ons	
  proposed	
  	
  
Evolu1onary	
  perspec1ve:	
  species	
  turnover	
  
Kerswell	
  (2006)	
  Ecology	
  10:	
  2479-­‐2488	
  
Bimodal	
  la1tudinal	
  diversity	
  pa^ern	
  
Highest	
  diversity	
  in	
  temperate	
  regions	
  
Do	
  the	
  same	
  evolu1onary	
  processes	
  hold?	
  
…but	
  for	
  seaweeds	
  
LDG	
  and	
  diversifica1on	
  
sea	
  surface	
  temperature	
  
diversifica1on	
  
diversifica1on	
  
cold	
   warm	
  
sea	
  surface	
  temperature	
  
cold	
   warm	
  int.	
   int.	
  
cold	
   int.	
   warm	
   int.	
   cold	
   cold	
   int.	
   warm	
   int.	
   cold	
  
λ	
  =	
  sigmoid	
  (	
  SST	
  )	
   λ	
  =	
  hump	
  (	
  SST	
  )	
  
Codium	
  -­‐	
  Species	
  diversity	
  map	
  
map	
  by	
  Tom	
  Schils	
  
Codium	
  –	
  evolu1on	
  of	
  SST	
  affini1es	
  
C1	
   C2	
   C3	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
λ	
  =	
  constant	
  
SST	
  affinity	
  of	
  lineage	
  
Codium	
  –	
  diversifica1on	
  and	
  SST	
  
2,500.8	
  
ΔAIC	
  =	
  0	
  
diversifica1on	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
AIC	
  
λ	
  =	
  constant	
  λ	
  =	
  hump	
  (	
  SST	
  )	
  
diversifica1on	
  
SST	
  affinity	
  of	
  lineage	
   SST	
  affinity	
  of	
  lineage	
  
Codium	
  –	
  diversifica1on	
  and	
  SST	
  
2,500.8	
  2,485.1	
  AIC	
  
ΔAIC	
  =	
  0	
  ΔAIC	
  =	
  –15.7	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
λ	
  =	
  sigmoid	
  (	
  SST	
  )	
  λ	
  =	
  constant	
  λ	
  =	
  hump	
  (	
  SST	
  )	
  
diversifica1on	
  
SST	
  affinity	
  of	
  lineage	
   SST	
  affinity	
  of	
  lineage	
   SST	
  affinity	
  of	
  lineage	
  
Codium	
  –	
  diversifica1on	
  and	
  SST	
  
2,500.8	
   2,482.5	
  2,485.1	
  AIC	
  
ΔAIC	
  =	
  0	
  ΔAIC	
  =	
  –15.7	
   ΔAIC	
  =	
  –18.3	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
Codium	
  –	
  temperate	
  flora	
  is	
  old	
  
C1	
   C2	
   C3	
  
Verbruggen	
  et	
  al.	
  –	
  unpublished	
  
Conclusions	
  and	
  perspec1ves	
  
•  Conclusions	
  so	
  far:	
  
–  Niche	
  shi]s	
  vs.	
  niche	
  conserva1sm	
  
–  Evolvability	
  and	
  the	
  microhabitat	
  
–  Diversifica1on	
  relates	
  to	
  SST	
  
–  Diversifica1on	
  relates	
  to	
  evolvability	
  
•  Perspec1ves	
  1	
  	
  ––	
  	
  Joana's	
  PhD	
  
–  Scale	
  up:	
  genus	
  ➟	
  order	
  
–  Harder	
  ques1ons:	
  adapta1on	
  +	
  interac1ons	
  
•  Perspec1ves	
  2	
  	
  ––	
  	
  Will's	
  PhD	
  
–  Integra1on	
  with	
  evolu1onary	
  ecology	
  
•  Perspec1ves	
  3	
  	
  ––	
  	
  go	
  wide	
  
–  trace	
  element	
  u1liza1on	
  &	
  other	
  physiological	
  features	
  
–  genome	
  content	
  
–  life	
  history	
  traits	
  &	
  diversifica1on	
  
Limestone-­‐boring	
  algae	
  
Verbruggen	
  &	
  Tribollet.	
  2011.	
  Curr.	
  Biol.	
  21:	
  R876	
  
Boring	
  algae:	
  What	
  are	
  they?	
  
-­‐  Common	
  in	
  stony	
  corals	
  skeletons	
  
	
  
-­‐  Underneath	
  the	
  living	
  coral	
  1ssue	
  
-­‐  Algae,	
  cyanobacteria	
  (and	
  fungi)	
  
	
  
-­‐  Siphonous	
  green	
  algal	
  genus	
  
Ostreobium	
  is	
  the	
  most	
  common	
  
boring	
  algae	
  
Photo:	
  S.	
  Berrin	
  
Boring	
  algae:	
  What	
  do	
  they	
  do?	
  
-­‐  Bioerosion	
  
	
  Tribollet.	
  Current	
  Developments	
  in	
  Bioerosion.	
  2008.	
  
	
  CaCO3	
  dissolu1on	
  &	
  a^rac1ng	
  grazers	
  
-­‐  Low	
  light	
  photosynthesis	
  
	
  Koehne	
  et	
  al.	
  Biochim	
  Biophys	
  Acta	
  –	
  BioenergeFcs.	
  1999.	
  
	
  	
   	
  Absorp1on	
  in	
  far	
  red	
  
-­‐  Coral	
  bleaching	
  
	
  Fine	
  &	
  Loya.	
  Proc	
  Royal	
  Soc	
  B.	
  2002.	
  
	
  	
   	
  Provide	
  alterna1ve	
  source	
  of	
  energy	
  
-­‐  Holobiome	
  
	
  Rosenberg	
  et	
  al.	
  Nature	
  Reviews	
  Microbiol.	
  2007.	
  
	
  Corals	
  adapta1on	
  and	
  resilience	
  
Tribollet.	
  Current	
  Developments	
  in	
  Bioerosion.2008.	
  
Boring	
  algae:	
  biodiversity	
  
Taxonomy:	
  5	
  Ostreobium	
  species	
  
	
  
	
  O.	
  constrictum	
  
	
  O.	
  duerdenii	
  
	
  O.	
  okamurae	
  
	
  O.	
  reineckii	
  
	
  O.	
  quekeSi	
  
	
  
Molecular	
  survey	
  in	
  Eilat	
  
	
  
Gutner-­‐Hoch	
  &	
  Fine.	
  Coral	
  Reefs.	
  2011	
  
	
  
2	
  species	
  of	
  coral	
  
seven	
  clades	
  of	
  Ostreobium	
  
some	
  rela1on	
  to	
  depth	
  
	
  
Problem	
  &	
  Goals	
  
•  Problem:	
  
– Unrecognized	
  biodiversity	
  
– Are	
  they	
  equivalent?	
  
•  Goals:	
  
– biodiversity	
  assessment	
  
– relate	
  endolith	
  community	
  structure	
  to	
  
environment	
  
Environmental	
  sequencing	
  approach	
  
Proof	
  of	
  concept	
  study:	
  
	
  
3	
  locali1es	
  =>	
  Guam,	
  Mariana	
  Islands	
  
	
  
10	
  samples:	
  
	
  7	
  Porites	
  rus	
  
	
  1	
  Porites	
  cylindrica	
  
	
  1	
  Psammocora	
  conFgua	
  
	
  1	
  Acropora	
  muricata	
  
amplifica1on	
  of	
  3	
  loci,	
  each	
  ca.	
  300	
  bp	
  
-­‐	
  UPA	
  (part	
  of	
  plas1d	
  23S	
  gene)	
  
	
  	
  	
  	
  =>	
  anything	
  with	
  a	
  proper	
  plas1d	
  genome	
  
-­‐	
  tufA	
  =>	
  green	
  algae	
  
-­‐	
  rbcL	
  =>	
  green	
  algae	
  	
  
Environmental	
  sequencing	
  approach	
  
Quality	
  filtering	
  
Opera1onal	
  Taxonomic	
  Units	
  (OTUs) 	
  	
  
Assign	
  Taxonomy	
  (RDP)	
  
Diversity	
  analyses	
  
High-­‐throughput	
  sequencing:	
  
	
  mul1plexed	
  library	
  
	
  Ion	
  Torrent	
  	
  =>	
  	
  3	
  million	
  sequences	
  
	
  10	
  samples	
  x	
  3	
  loci	
  =>	
  100,000	
  reads	
  each	
  
What's	
  in	
  there?	
  	
  Results	
  for	
  UPA	
  
At	
  90%	
  similarity	
  (≈	
  genus	
  level):	
  
	
  608	
  OTUs	
  
Chlorophytes
Cyanobacteria
Rhodophytes
Other eukaryotes
Unknown
336	
  unknown	
  OTUs	
  
144	
  Chlorophytes	
  OTUs	
  
	
  30	
  Bryopsidales	
  
How	
  dominant	
  are	
  they?	
  
Unknown
Rhodophytes
Chlorophytes
Cyanobacteria
Other Eukaryotes
Propor,on	
  of	
  reads	
  matching	
  main	
  taxonomic	
  groups:	
  
S1
S2
S3
S4
S5
S6
S7
S8
S9
S10
Green	
  algae	
  highly	
  dominant.	
  
With	
  tufA	
  marker,	
  we	
  find	
  121	
  species	
  of	
  Ostreobium.	
  
Correlates	
  of	
  community	
  composi1on	
  
Principal	
  Coordinates	
  Analysis	
  (PCoA)	
  
on	
  UniFrac	
  distance	
  matrix	
  
=>	
  3D	
  representa1on	
  of	
  1st,	
  2nd	
  and	
  3rd	
  PCs	
  
Polaris	
  
CRMS	
  
Sampling	
  sites	
  
green	
  algae	
  frac1on	
  
with	
  tufA	
  marker	
  
Correlates	
  of	
  community	
  composi1on	
  
Pillar	
  shape	
  
Plate	
  shape	
  
PCoA	
  plot	
  on	
  UniFrac	
  distance	
  matrix	
  
Host	
  morphology	
  
PC1	
  (30%)	
  
PC2	
  (24%)	
  
PC3	
  (16%)	
  
green	
  algae	
  frac1on	
  
with	
  tufA	
  marker	
  
Conclusions	
  and	
  perspec1ves	
  
•  Huge	
  unknown	
  biodiversity	
  of	
  boring	
  algae	
  
species	
  	
  ➟	
  	
  higher	
  taxa	
  
•  Not	
  homogeneously	
  distributed	
  
–  Depth	
  (Eilat	
  study)	
  
–  Spa1al	
  
–  Host	
  colony	
  morphology	
  
•  Perspec1ves	
  	
  ––	
  	
  Vanessa's	
  PhD	
  
–  Be^er	
  sequencing	
  protocol	
  
–  Hierarchical	
  sampling	
  design	
  
	
  	
  	
  ➟	
  patchiness	
  
–  Depth,	
  human	
  impact,	
  CO2	
  gradients	
  
–  Niche	
  models	
  
Photo:	
  L.	
  Stravias	
  
More	
  perspec1ves	
  
Genome	
  biology	
   Photobiology	
   Bioerosion	
  
Vanessa	
  Marcelino	
  Lennert	
  Tyberghein	
   Joana	
  Costa	
  
Niche	
  Evolu,on	
  
Boring	
  Algae	
  
Collectors:	
  
Rob	
  Anderson	
  
Elizabeth	
  Bandeira	
  
John	
  Bolton	
  
Francis	
  Bunker	
  
Olivier	
  Dargent	
  
Laury	
  Dijoux	
  
Kya^	
  Dixon	
  
Rainbo	
  Dixon	
  
	
  
	
  
Stefano	
  Draisma	
  
Cindy	
  Fernandez	
  
Suzanne	
  Fredericq	
  
Wilson	
  Freshwater	
  
Fred	
  Gurgel	
  
John	
  Huisman	
  
Lisa	
  Kirkendale	
  
Gerry	
  Kra]	
  
	
  
	
  
Chris	
  Lane	
  
Line	
  Le	
  Gall	
  
Diane	
  Li^ler	
  
Mark	
  Li^ler	
  
Lydiane	
  Mavo	
  
Frederic	
  Mineur	
  
Klaas	
  Pauly	
  
Claude	
  Payri	
  
	
  
	
  
Willem	
  P.v.Reine	
  
Craig	
  Schneider	
  
Gary	
  Saunders	
  
Thomas	
  Sauvage	
  
Tom	
  Schils	
  
Heather	
  Spalding	
  
John	
  West	
  
…	
  many	
  others	
  …	
  
Collaborators:	
  
Sofie	
  D’hondt	
  
Chris	
  Drake	
  
Nick	
  Eloot	
  
Wiebe	
  Kooistra	
  
Frederik	
  Leliaert	
  
Diane	
  Li^ler	
  
Mark	
  Li^ler	
  
Steve	
  LoDuca	
  
	
  
	
  
Chris	
  Maggs	
  
Antoine	
  N'Yeurt	
  
Fa1ma	
  Oliveira	
  
Mariana	
  Oliveira	
  
Claude	
  Payri	
  
Gary	
  Saunders	
  
Thomas	
  Sauvage	
  
Tom	
  Schils	
  
	
  
	
  
Satoshi	
  Shimada	
  
Thomas	
  Silberfeld	
  
Heather	
  Spalding	
  
Frederique	
  Steen	
  
Ana	
  Tronholm	
  
Andy	
  Vierstraete	
  
Brian	
  Wysor	
  
Rick	
  Zechman	
  

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Evolution of environmental traits in reef algae

  • 2. Talk  contents   Niche  evolu1on   +  impact  on  biodiversity   Limestone-­‐boring  algae  
  • 3. Vanessa  Marcelino  Lennert  Tyberghein   Joana  Costa   Niche  Evolu,on   Boring  Algae  
  • 4. Zachos  et  al.  2008.  Nature  451:  279   Evolu1on  of  clima1c  niches  –  context   Global  SST  decreases  through  Cenozoic  
  • 5.
  • 6. Bio-­‐ORACLE   Tyberghein  et  al.  (2012)  Glob  Ecol  Biogeogr  21:  272  
  • 7.
  • 8. Halimeda  –  species  diversity  map   map  by  Tom  Schils  
  • 9. SST  affini1es  modeled  along  tree   C1   C2   C3   C4   C5   Verbruggen  et  al.  (2009)  Global  Ecol.  Biogeogr.  18:  393-­‐405  
  • 10. How  does  evolvability   of  thermal  niches  come  about?  
  • 11. Marcelino  et  al.  –  unpublished   Halimeda  –  microhabitat  evolu1on   Exposed  microhabitat   Sheltered  microhabitat  
  • 12. Marcelino  et  al.  –  unpublished   Microhabitat  specializa1on  as   exapta1on  for  macroecological  shi]s   sheltered   exposed  
  • 13. Can  niche  evolu1on  explain   geographical  pa^erns  of  diversity?  
  • 14. low high Ti^ensor  et  al.  (2010)  Nature  466:  1098-­‐1107      —      Jablonski  et  al.  (2006)  Science  314:  102-­‐106   The  notorious  LDG   Decreasing  species  diversity  from  tropics  to  poles   Many,  many,  MANY  explana1ons  proposed     Evolu1onary  perspec1ve:  species  turnover  
  • 15. Kerswell  (2006)  Ecology  10:  2479-­‐2488   Bimodal  la1tudinal  diversity  pa^ern   Highest  diversity  in  temperate  regions   Do  the  same  evolu1onary  processes  hold?   …but  for  seaweeds  
  • 16. LDG  and  diversifica1on   sea  surface  temperature   diversifica1on   diversifica1on   cold   warm   sea  surface  temperature   cold   warm  int.   int.   cold   int.   warm   int.   cold   cold   int.   warm   int.   cold   λ  =  sigmoid  (  SST  )   λ  =  hump  (  SST  )  
  • 17. Codium  -­‐  Species  diversity  map   map  by  Tom  Schils  
  • 18. Codium  –  evolu1on  of  SST  affini1es   C1   C2   C3   Verbruggen  et  al.  –  unpublished  
  • 19. λ  =  constant   SST  affinity  of  lineage   Codium  –  diversifica1on  and  SST   2,500.8   ΔAIC  =  0   diversifica1on   Verbruggen  et  al.  –  unpublished   AIC  
  • 20. λ  =  constant  λ  =  hump  (  SST  )   diversifica1on   SST  affinity  of  lineage   SST  affinity  of  lineage   Codium  –  diversifica1on  and  SST   2,500.8  2,485.1  AIC   ΔAIC  =  0  ΔAIC  =  –15.7   Verbruggen  et  al.  –  unpublished  
  • 21. λ  =  sigmoid  (  SST  )  λ  =  constant  λ  =  hump  (  SST  )   diversifica1on   SST  affinity  of  lineage   SST  affinity  of  lineage   SST  affinity  of  lineage   Codium  –  diversifica1on  and  SST   2,500.8   2,482.5  2,485.1  AIC   ΔAIC  =  0  ΔAIC  =  –15.7   ΔAIC  =  –18.3   Verbruggen  et  al.  –  unpublished  
  • 22. Codium  –  temperate  flora  is  old   C1   C2   C3   Verbruggen  et  al.  –  unpublished  
  • 23. Conclusions  and  perspec1ves   •  Conclusions  so  far:   –  Niche  shi]s  vs.  niche  conserva1sm   –  Evolvability  and  the  microhabitat   –  Diversifica1on  relates  to  SST   –  Diversifica1on  relates  to  evolvability   •  Perspec1ves  1    ––    Joana's  PhD   –  Scale  up:  genus  ➟  order   –  Harder  ques1ons:  adapta1on  +  interac1ons   •  Perspec1ves  2    ––    Will's  PhD   –  Integra1on  with  evolu1onary  ecology   •  Perspec1ves  3    ––    go  wide   –  trace  element  u1liza1on  &  other  physiological  features   –  genome  content   –  life  history  traits  &  diversifica1on  
  • 24. Limestone-­‐boring  algae   Verbruggen  &  Tribollet.  2011.  Curr.  Biol.  21:  R876  
  • 25. Boring  algae:  What  are  they?   -­‐  Common  in  stony  corals  skeletons     -­‐  Underneath  the  living  coral  1ssue   -­‐  Algae,  cyanobacteria  (and  fungi)     -­‐  Siphonous  green  algal  genus   Ostreobium  is  the  most  common   boring  algae   Photo:  S.  Berrin  
  • 26. Boring  algae:  What  do  they  do?   -­‐  Bioerosion    Tribollet.  Current  Developments  in  Bioerosion.  2008.    CaCO3  dissolu1on  &  a^rac1ng  grazers   -­‐  Low  light  photosynthesis    Koehne  et  al.  Biochim  Biophys  Acta  –  BioenergeFcs.  1999.        Absorp1on  in  far  red   -­‐  Coral  bleaching    Fine  &  Loya.  Proc  Royal  Soc  B.  2002.        Provide  alterna1ve  source  of  energy   -­‐  Holobiome    Rosenberg  et  al.  Nature  Reviews  Microbiol.  2007.    Corals  adapta1on  and  resilience   Tribollet.  Current  Developments  in  Bioerosion.2008.  
  • 27. Boring  algae:  biodiversity   Taxonomy:  5  Ostreobium  species      O.  constrictum    O.  duerdenii    O.  okamurae    O.  reineckii    O.  quekeSi     Molecular  survey  in  Eilat     Gutner-­‐Hoch  &  Fine.  Coral  Reefs.  2011     2  species  of  coral   seven  clades  of  Ostreobium   some  rela1on  to  depth    
  • 28. Problem  &  Goals   •  Problem:   – Unrecognized  biodiversity   – Are  they  equivalent?   •  Goals:   – biodiversity  assessment   – relate  endolith  community  structure  to   environment  
  • 29. Environmental  sequencing  approach   Proof  of  concept  study:     3  locali1es  =>  Guam,  Mariana  Islands     10  samples:    7  Porites  rus    1  Porites  cylindrica    1  Psammocora  conFgua    1  Acropora  muricata   amplifica1on  of  3  loci,  each  ca.  300  bp   -­‐  UPA  (part  of  plas1d  23S  gene)          =>  anything  with  a  proper  plas1d  genome   -­‐  tufA  =>  green  algae   -­‐  rbcL  =>  green  algae    
  • 30. Environmental  sequencing  approach   Quality  filtering   Opera1onal  Taxonomic  Units  (OTUs)     Assign  Taxonomy  (RDP)   Diversity  analyses   High-­‐throughput  sequencing:    mul1plexed  library    Ion  Torrent    =>    3  million  sequences    10  samples  x  3  loci  =>  100,000  reads  each  
  • 31. What's  in  there?    Results  for  UPA   At  90%  similarity  (≈  genus  level):    608  OTUs   Chlorophytes Cyanobacteria Rhodophytes Other eukaryotes Unknown 336  unknown  OTUs   144  Chlorophytes  OTUs    30  Bryopsidales  
  • 32. How  dominant  are  they?   Unknown Rhodophytes Chlorophytes Cyanobacteria Other Eukaryotes Propor,on  of  reads  matching  main  taxonomic  groups:   S1 S2 S3 S4 S5 S6 S7 S8 S9 S10 Green  algae  highly  dominant.   With  tufA  marker,  we  find  121  species  of  Ostreobium.  
  • 33. Correlates  of  community  composi1on   Principal  Coordinates  Analysis  (PCoA)   on  UniFrac  distance  matrix   =>  3D  representa1on  of  1st,  2nd  and  3rd  PCs   Polaris   CRMS   Sampling  sites   green  algae  frac1on   with  tufA  marker  
  • 34. Correlates  of  community  composi1on   Pillar  shape   Plate  shape   PCoA  plot  on  UniFrac  distance  matrix   Host  morphology   PC1  (30%)   PC2  (24%)   PC3  (16%)   green  algae  frac1on   with  tufA  marker  
  • 35. Conclusions  and  perspec1ves   •  Huge  unknown  biodiversity  of  boring  algae   species    ➟    higher  taxa   •  Not  homogeneously  distributed   –  Depth  (Eilat  study)   –  Spa1al   –  Host  colony  morphology   •  Perspec1ves    ––    Vanessa's  PhD   –  Be^er  sequencing  protocol   –  Hierarchical  sampling  design        ➟  patchiness   –  Depth,  human  impact,  CO2  gradients   –  Niche  models   Photo:  L.  Stravias  
  • 36. More  perspec1ves   Genome  biology   Photobiology   Bioerosion  
  • 37. Vanessa  Marcelino  Lennert  Tyberghein   Joana  Costa   Niche  Evolu,on   Boring  Algae  
  • 38. Collectors:   Rob  Anderson   Elizabeth  Bandeira   John  Bolton   Francis  Bunker   Olivier  Dargent   Laury  Dijoux   Kya^  Dixon   Rainbo  Dixon       Stefano  Draisma   Cindy  Fernandez   Suzanne  Fredericq   Wilson  Freshwater   Fred  Gurgel   John  Huisman   Lisa  Kirkendale   Gerry  Kra]       Chris  Lane   Line  Le  Gall   Diane  Li^ler   Mark  Li^ler   Lydiane  Mavo   Frederic  Mineur   Klaas  Pauly   Claude  Payri       Willem  P.v.Reine   Craig  Schneider   Gary  Saunders   Thomas  Sauvage   Tom  Schils   Heather  Spalding   John  West   …  many  others  …   Collaborators:   Sofie  D’hondt   Chris  Drake   Nick  Eloot   Wiebe  Kooistra   Frederik  Leliaert   Diane  Li^ler   Mark  Li^ler   Steve  LoDuca       Chris  Maggs   Antoine  N'Yeurt   Fa1ma  Oliveira   Mariana  Oliveira   Claude  Payri   Gary  Saunders   Thomas  Sauvage   Tom  Schils       Satoshi  Shimada   Thomas  Silberfeld   Heather  Spalding   Frederique  Steen   Ana  Tronholm   Andy  Vierstraete   Brian  Wysor   Rick  Zechman