PHYLOGENETIC DIVERSITY Methods and applications Divya B. PK lab, CES, IISc.

Slides:



Advertisements
Similar presentations
The Geography of Biological Diversity. Species-Area Curves S = species richness A = size of the sampling plot (eg. m 2 ) c and z are fitting parameters.
Advertisements

Phylogenetic Tree A Phylogeny (Phylogenetic tree) or Evolutionary tree represents the evolutionary relationships among a set of organisms or groups of.
Contrasting tissue strategies explain functional beta diversity in Amazonian trees C. Fortunel, C.E.T. Paine, N. Kraft, P.V.A. Fine, C. Baraloto*
Commonness and rarity in species distribution Sophia Qian Niu Graduate seminar: Lost in space.
Community Phylogenetic structure with R. Central question in community ecology What processes are responsible for the identity and relative abundances.
 Species evolve with significantly different morphological and behavioural traits due to genetic drift and other selective pressures.  Example – Homologous.
THE EVOLUTIONARY HISTORY OF BIODIVERSITY
1 General Phylogenetics Points that will be covered in this presentation Tree TerminologyTree Terminology General Points About Phylogenetic TreesGeneral.
Tree of Life Chapter 26.
Fossils & Evolution Chapter 41 Ch. 4—Key concepts Systematics is the study of the kinds (diversity) of organisms and of the evolutionary relationships.
Phylogeny and Systematics
Summer Bioinformatics Workshop 2008 Comparative Genomics and Phylogenetics Chi-Cheng Lin, Ph.D., Professor Department of Computer Science Winona State.
Reconstructing and Using Phylogenies
Phylogeny and Systematics
Chapter 26 – Phylogeny & the Tree of Life
Congruence Among Taxonomic Groups Biol2559/22/2003 Brooke Wheeler.
BIOE 109 Summer 2009 Lecture 4- Part II Phylogenetic Inference.
CHAPTER 53 COMMUNITY ECOLOGY Copyright © 2002 Pearson Education, Inc., publishing as Benjamin Cummings Section D: Biogeographic Factors Affecting the Biodiversity.
BioGENESIS highlighted points from the annual report Dan Faith, Tet Yahara.
Classification and phylogeny
Are dinosaurs more closely related to birds or reptiles? Give support for your answer. WARM-UP.
Chapter 2 Opener How do we classify organisms?. Figure 2.1 Tracing the path of evolution to Homo sapiens from the universal ancestor of all life.
How does phylogeny influence ecological patterns? As species of the same genus have usually, though by no means invariably, some similarity in habitats.
Phylogeny & The Tree of Life. Phylogeny  The evolutionary history of a species or group of species.
TGCAAACTCAAACTCTTTTGTTGTTCTTACTGTATCATTGCCCAGAATAT TCTGCCTGTCTTTAGAGGCTAATACATTGATTAGTGAATTCCAATGGGCA GAATCGTGATGCATTAAAGAGATGCTAATATTTTCACTGCTCCTCAATTT.
OUR Ecological Footprint …. Ch 20 Community Ecology: Species Abundance + Diversity.
Molecular phylogenetics
Advanced analytical approaches in ecological data analysis The world comes in fragments.
Adding Phylogeny to GIS-enabled Species Range and Distribution Analyses Jeffery Cavner, J.H. Beach, Aimee Stewart, CJ Grady
100 years of living science Andy Purvis Ecology & Evolution section Division of Biology Phylogeny and biodiversity in a changing.
Classification and Systematics Tracing phylogeny is one of the main goals of systematics, the study of biological diversity in an evolutionary context.
Low rate of lineage diversification High rates of lineage diversification Ancestral trait innovation Evolutionary dead ends (e.g. specialization hypothesis)
Underlying Principles of Zoology Laws of physics and chemistry apply. Principles of genetics and evolution important. What is learned from one animal group.
Predicting diversity of large herbivores from moisture and nutrient availability based on the article of Olff et al. (2002): “Global environmental controls.
Systematics and the Phylogenetic Revolution Chapter 23.
Trees, taxonomy & location: mapping phylogeography using Biodiverse Dan Rosauer & Shawn Laffan University of New South Wales & Centre for Plant Biodiversity.
Introduction to Phylogenetics
Species Richness Chapter 10. Species Richness The number of species in a community Some species are common, others are rare Easy to count common species,
Origins & Maintenance of Diversity A Hierarchy of Processes.
Chapter 10 Phylogenetic Basics. Similarities and divergence between biological sequences are often represented by phylogenetic trees Phylogenetics is.
Phylogeny & the Tree of Life
Ayesha M.Khan Spring Phylogenetic Basics 2 One central field in biology is to infer the relation between species. Do they possess a common ancestor?
{ Early Earth and the Origin of Life Chapter 15.  The Earth formed 4.6 billion years ago  Earliest evidence for life on Earth  Comes from 3.5 billion-year-old.
Systematics and Phylogenetics Ch. 23.1, 23.2, 23.4, 23.5, and 23.7.
Chapter 26 Phylogeny and Systematics. Tree of Life Phylogeny – evolutionary history of a species or group - draw information from fossil record - organisms.
Phylogeny.
PHYOGENY & THE Tree of life Represent traits that are either derived or lost due to evolution.
Cladograms or Phylogenetic Trees. Phylogenetic Trees or Cladograms By studying inherited species' characteristics and other historical evidence, we can.
Biodiversity Gradients
Phylogeny and Systematics Phylogeny Evolutionary history of a species of a group of related species Information used to construct phylogenies.
Species richness: Taxonomic/phylogenetic perspectives.
Chapter 26: Phylogeny and the Tree of Life
Reconstructing and Using Phylogenies 16. Concept 16.1 All of Life Is Connected through Its Evolutionary History All of life is related through a common.
Functional Traits and Niche-based tree community assembly in an Amazonian Forest Kraft et al
Introducing DOTUR, a Computer Program for Defining Operational Taxonomic Units and Estimating Species Richness Patric D. Schloss and Jo Handelsman Department.
OUR Ecological Footprint …. Fall 2008 IB Workshop Series sponsored by IB academic advisors Study Abroad for IB Majors Thursday, October 30 4:00-5:00PM.
Date of download: 6/23/2016 Copyright © 2016 McGraw-Hill Education. All rights reserved. Pipeline for culture-independent studies of a microbiota. (A)
Substitution Matrices and Alignment Statistics BMI/CS 776 Mark Craven February 2002.
Rewilding: Floral Biodiversity and Productivity Response in a Unique Environmental Setting Mashiyat Ahmed, Kelly DiResto, Jessica Marcote Mentored by Cody.
Evolutionary history of a group of organisms
PNAS 2012 Alpha diversity: how many species are in each sample?
Phylogeny & the Tree of Life
Multiple Alignment and Phylogenetic Trees
Evolution of Biodiversity
Volume 11, Issue 3, Pages (March 2018)
Chapter 20 Phylogenetic Trees.
Phylogeny & Systematics
Phylogenetic Trees Jasmin sutkovic.
Volume 11, Issue 3, Pages (March 2018)
Chapter 18: Evolution and Origin of Species
Presentation transcript:

PHYLOGENETIC DIVERSITY Methods and applications Divya B. PK lab, CES, IISc

Quantifying species diversity Captures evolutionary history Uses molecular data – DNA sequence Workshop on Molecular Phylogenetics 2014, IISc Phylogenetic diversity - PD Faith (1992)

Phylogenetic diversity Workshop on Molecular Phylogenetics 2014, IISc Alternate measures : - morphology - behaviour - physiology A A B B A A B B Which plot is more diverse ? Species richness = 6 Quantifying evolutionary history - molecular data Unambiguous, discrete, and comparable data points These traits are reflected in their evolutionary history Ambiguous, non - discrete, non - comparable data points Williams and Humphries (1996); Faith (1992)

Phylogenetic diversity Workshop on Molecular Phylogenetics 2014, IISc Plot APlot B Plot B is more phylogenetically diverse than plot A A A B B

Phylogenetic diversity Workshop on Molecular Phylogenetics 2014, IISc Low PD Less evolutionary history More shared branches More recent lineages High PD More evolutionary history Fewer shared branches More ancient lineages

Phylogeny: – Consists of all species in pooled dataset – Ultrametric or time-calibrated tree – Maximally resolved Workshop on Molecular Phylogenetics 2014, IISc Calculating PD Data: – Plot-wise presence data – Additionally include abundance data

No. of changes Calculating PD Workshop on Molecular Phylogenetics 2014, IISc A A B B Unit time

Using R – Package “picante” – Community phylogenetics analysis Workshop on Molecular Phylogenetics 2014, IISc Calculating PD

Faith’s PD (FI) Mean phylogenetic distance (MPD) Mean nearest taxon distance (MNTD) Workshop on Molecular Phylogenetics 2014, IISc Calculating PD – direct measures

Sum of branch lengths in minimum spanning path that includes all species in that plot/area Calculated directly from phylogeny Totalling index – every additional species increases index value Workshop on Molecular Phylogenetics 2014, IISc Faith’s PD

Workshop on Molecular Phylogenetics 2014, IISc plot A : plot B : A A B B < <

Average phylogenetic distance of a species to every others species in that plot/area Calculated from tree distance matrix “basal” measure – clade representation Workshop on Molecular Phylogenetics 2014, IISc MPD

Average distance of a species to its nearest neighbour in that plot/area Calculated from tree distance matrix “terminal” measure – spread at phylogeny tips Workshop on Molecular Phylogenetics 2014, IISc MNTD

PD measures Workshop on Molecular Phylogenetics 2014, IISc

Is PD more or less than that expected by chance? Using standardized effect sizes or SES values – FI SES – Net relatedness index (NRI) – Nearest taxon index (NTI) Workshop on Molecular Phylogenetics 2014, IISc Calculating PD – relative measures

If NRI or NTI = positive = clustering/low PD If NRI or NTI = negative = overdispersion/high PD Workshop on Molecular Phylogenetics 2014, IISc Calculating PD – relative measures

Decoupling PD from species richness Conservation prioritisation Inferring biogeographic history Community assembly Workshop on Molecular Phylogenetics 2014, IISc Using phylogenetic diversity

Case study: Plants in Cape of South Africa West to east gradient of species richness 735 genera rbcL marker sequence Workshop on Molecular Phylogenetics 2014, IISc Decoupling PD from SR Forest et al.(2007)

Workshop on Molecular Phylogenetics 2014, IISc Decoupling PD from SR PD comparison between observed and empirical randomisation; (blue=lower than expected) Loess regression residuals, negative in blue, positive in red Forest et al.(2007)

Use of relative PD measures – West has high SR but lower PD: multiple recent radiations – East has low SR but higher PD: highly ecotonal, & has genera from unique ecotypes Workshop on Molecular Phylogenetics 2014, IISc Decoupling PD from SR Forest et al.(2007)

Case study: Local dry deciduous forests Low diversity area Workshop on Molecular Phylogenetics 2014, IISc Decoupling PD from SR DevNandiSav

Dev: High SR low PD – many closely related species Nandi: Low SR high PD – distantly related species Nandi included evergreen species causing increase in PD Workshop on Molecular Phylogenetics 2014, IISc Decoupling PD from SR

Case study: Plants in the Cape of South Africa Maximizing phylogenetic diversity with each additional location under protection Workshop on Molecular Phylogenetics 2014, IISc PD in conservation Black = QDS that provided highest genus complementarity Red = PD complementarity of the same Green = alternate QDS that provides highest PD complementarity Blue = independent series of maximizing PD Forest et al.(2007)

Maximizing PD required 13 QDS, while maximizing genus required 15 QDS Workshop on Molecular Phylogenetics 2014, IISc PD in conservation Black = QDS that provided highest genus complementarity Red = PD complementarity of the same Green = alternate QDS that provides highest PD complementarity Blue = independent series of maximizing PD Forest et al.(2007)

Including abundance information Case study: Bats Index used: H P Favors the maintenance of taxa in proportional abundance to its uniqueness. No taxa is favored to decrease in abundance below a threshold. Workshop on Molecular Phylogenetics 2014, IISc PD in conservation Allen et al.(2009)

Q and H d maximized with 11 genera H P maximized by inclusion of all 23 genera Workshop on Molecular Phylogenetics 2014, IISc PD in conservation Allen et al.(2009)

Case study: Global mammal distribution PD and SR can vary biogeographically Rapid speciation + low immigration = low PD Slow speciation + frequent immigration = high PD Workshop on Molecular Phylogenetics 2014, IISc PD in biogeography Davies & Buckley (2011)

Workshop on Molecular Phylogenetics 2014, IISc PD in biogeography Species richness Phylogenetic diversity Davies & Buckley (2011)

Workshop on Molecular Phylogenetics 2014, IISc PD in biogeography LOESS residuals of PD Davies & Buckley (2011)

Africa & southeast Asia – greater PD South America & western North America – less PD African origins of many clades Workshop on Molecular Phylogenetics 2014, IISc PD in biogeography LOESS regression of PD Davies & Buckley (2011)

Case study: Oak trees Co-existence of 17 species Assembly process: – Environmental filtering – Competitive exclusion Workshop on Molecular Phylogenetics 2014, IISc PD in community assembly Cavender-Bares et al.(2004)

Phylogenetic patterns: – Clustering – Overdispersion Workshop on Molecular Phylogenetics 2014, IISc PD in community assembly Cavender-Bares et al.(2004)

Distantly related species co-occur: Phylogenetic overdispersion Niche overlap within clade was low Traits of habitat specialization show convergence Workshop on Molecular Phylogenetics 2014, IISc PD in community assembly Cavender-Bares et al.(2004)

PD can be used as an alternate, more useful measure of biodiversity Historical perspective Conservation science, biogeography and community ecology Workshop on Molecular Phylogenetics 2014, IISc Phylogenetic diversity

Workshop on Molecular Phylogenetics 2014, IISc