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Jacob Kostecke
&
Weilong Hao
The Pleistocene Era
• 2.5 million to 10,000 years ago
• Last great ice age
• Mega mammals
• Woolly Mammoths &
Rhinos
• Giant Sloths & Bears
• Saber Tooth Tigers
Knowledge Gap
• The current research is insubstantial
• Humans?
• Climate Change?
• Asteroid?
• Genetic mutations?
• Why Genetic Mutations?
• More mutations can lead to extinction
• Unique perspective
The Hypothesis “I hypothesize that accelerated genetic mutation
plays a major role in the extinction of mega
mammals during the Pleistocene era”
Aims 1
“Aim 1 will determine whether the
extinct mammals have undergone
accelerated evolution compared to
their closest relatives”
• If an extinct species were under
accelerated evolution than all
genomic region have high
substitution rates.
• Longer branches are a proxy for more
mutation accumulation
• Extinction branch should be shorter
compared to living due to dying out earlier
”Aim 2 will determine whether all extinct species
suffered a prolonged small population size”
Aims 2
High dN/dS ratio
Low dN/dS ratio
• Compare synonymous vs
nonsynonymous substitutions
between extinct and living species
• Ratio = nonsynonymous over
synonymous substitution rates
(dN/dS ratio)
• Higher dN/dS ratio indicates more
relaxed selection
• Determine how much accelerated
evolution is cause by
nonsynonymous substitution
Population sizes
• 25 extinct mammal species
• 13 coding genes each
• BLAST to find 3 closest living relatives
• Constructed Phylogenetic trees to see relationship
• Alignment of extinct with 1st & 3rd living relatives
(outgroup)
• Mitochondrial Genomes are an Excellent Vessel
• Abundant in preserved specimen
• Well preserved & smaller size
• Traceable mutation patterns easily interpreted
The Methods
Results: Synonymous
Substitutions
• The Data
• Greater substitutions in extinct
lineages
• Extinct lineages have different
mutations patterns than living
relatives
• These are also supported in analyses
on non-synonymous subs and in
different functional complexes
• Conclusion
• Extinct underwent accelerated
mutation accumulation before
dying out
* Check out the Data Tab to see the break down of mutations per genes
Results: dN/dS Ratio
• dN/dS Ratio
• The higher dN/dS ratio is
consistent with more relaxed
selection due to prolonged small
population size
* Check out the Data Tab to see the break down of ratios per genes
• The Data
• Extinct species had higher dN/dS
Ratio of mutations than living
• Extinct had more nonsynonymous
mutations
• Conclusion
• Extinct species underwent
accelerated evolution under a
prolonged small population before
dying out
# non-syn # syn Ratio
Extinct 1319 7267 0.182
Living 1128 6722 0.168
Chi-square P-Value 0.000
QUESTIONS?
*Click the Meeting Room Button on the Right Side of the Page to Join
Thank You!
Genomics in Pleistocene Park: On the Internal Causes Driving Extinction

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Genomics in Pleistocene Park: On the Internal Causes Driving Extinction

  • 2. The Pleistocene Era • 2.5 million to 10,000 years ago • Last great ice age • Mega mammals • Woolly Mammoths & Rhinos • Giant Sloths & Bears • Saber Tooth Tigers
  • 3. Knowledge Gap • The current research is insubstantial • Humans? • Climate Change? • Asteroid? • Genetic mutations? • Why Genetic Mutations? • More mutations can lead to extinction • Unique perspective
  • 4. The Hypothesis “I hypothesize that accelerated genetic mutation plays a major role in the extinction of mega mammals during the Pleistocene era”
  • 5. Aims 1 “Aim 1 will determine whether the extinct mammals have undergone accelerated evolution compared to their closest relatives” • If an extinct species were under accelerated evolution than all genomic region have high substitution rates. • Longer branches are a proxy for more mutation accumulation • Extinction branch should be shorter compared to living due to dying out earlier
  • 6. ”Aim 2 will determine whether all extinct species suffered a prolonged small population size” Aims 2 High dN/dS ratio Low dN/dS ratio • Compare synonymous vs nonsynonymous substitutions between extinct and living species • Ratio = nonsynonymous over synonymous substitution rates (dN/dS ratio) • Higher dN/dS ratio indicates more relaxed selection • Determine how much accelerated evolution is cause by nonsynonymous substitution Population sizes
  • 7. • 25 extinct mammal species • 13 coding genes each • BLAST to find 3 closest living relatives • Constructed Phylogenetic trees to see relationship • Alignment of extinct with 1st & 3rd living relatives (outgroup) • Mitochondrial Genomes are an Excellent Vessel • Abundant in preserved specimen • Well preserved & smaller size • Traceable mutation patterns easily interpreted The Methods
  • 8. Results: Synonymous Substitutions • The Data • Greater substitutions in extinct lineages • Extinct lineages have different mutations patterns than living relatives • These are also supported in analyses on non-synonymous subs and in different functional complexes • Conclusion • Extinct underwent accelerated mutation accumulation before dying out * Check out the Data Tab to see the break down of mutations per genes
  • 9. Results: dN/dS Ratio • dN/dS Ratio • The higher dN/dS ratio is consistent with more relaxed selection due to prolonged small population size * Check out the Data Tab to see the break down of ratios per genes • The Data • Extinct species had higher dN/dS Ratio of mutations than living • Extinct had more nonsynonymous mutations • Conclusion • Extinct species underwent accelerated evolution under a prolonged small population before dying out # non-syn # syn Ratio Extinct 1319 7267 0.182 Living 1128 6722 0.168 Chi-square P-Value 0.000
  • 10. QUESTIONS? *Click the Meeting Room Button on the Right Side of the Page to Join Thank You!

Editor's Notes

  1. Aim 1 will determine whether the extinct mammals have undergone accelerated evolution compared to their close relatives. We will reconstruct ancestral sequences and quantify nucleotide changes in coding genes and non-coding regions in extinct species versus in their close relatives. With the known time of extinction, we will quantify the relative substitution rates in extinct species over their related living species. We expect to identify mitochondrial DNA regions under accelerated evolution. Aim 2 will determine whether all extinct species suffered a prolonged small population size. We will quantify nucleotide changes that do or don't lead to amino acid changes (synonymous, nonsynonymous substitutions) and compare synonymous versus nonsynonymous substitutions between extinct and living species. As nonsynonymous substitutions are more likely to get fixed in the small populations by chance, these analyses will address whether extinct species had a prolonged small population size [7]. The results will also determine how much accelerated evolution is caused by nonsynonymous substitution, i.e., driven by prolonged small population size.
  2. Aim 1 will determine whether the extinct mammals have undergone accelerated evolution compared to their close relatives. We will reconstruct ancestral sequences and quantify nucleotide changes in coding genes and non-coding regions in extinct species versus in their close relatives. With the known time of extinction, we will quantify the relative substitution rates in extinct species over their related living species. We expect to identify mitochondrial DNA regions under accelerated evolution. Aim 2 will determine whether all extinct species suffered a prolonged small population size. We will quantify nucleotide changes that do or don't lead to amino acid changes (synonymous, nonsynonymous substitutions) and compare synonymous versus nonsynonymous substitutions between extinct and living species. As nonsynonymous substitutions are more likely to get fixed in the small populations by chance, these analyses will address whether extinct species had a prolonged small population size [7]. The results will also determine how much accelerated evolution is caused by nonsynonymous substitution, i.e., driven by prolonged small population size.