Santa Fe
Institute
  • Research
    • Themes
    • Projects
    • SFI Press
    • Researchers
    • Publications
    • Library
    • Sponsored Research
    • Fellowships
    • Miller Scholarships
  • News + Events
    • News
    • Newsletters
    • Podcasts
    • SFI in the Media
    • Media Center
    • Events
    • Community
    • Journalism Fellowship
  • Education
    • Programs
    • Projects
    • Alumni
    • Complexity Explorer
    • Education FAQ
    • Postdoctoral Research
    • Education Supporters
  • People
    • Researchers
    • Fractal Faculty
    • Staff
    • Miller Scholars
    • Trustees
    • Governance
    • Resident Artists
    • Research Supporters
  • Applied Complexity
    • Office
    • Applied Projects
    • ACtioN
    • Applied Fellows
    • Studios
    • Applied Events
    • Login
  • Give
    • Give Now
    • Ways to Give
    • Contact
  • About
    • About SFI
    • Engage
    • Complex Systems
    • FAQ
    • Campuses
    • Jobs
    • Contact
    • Library
    • Employee Portal

Science for a Complex World

Events

Here's what's happening

Give

You make SFI possible

Subscribe

Sign up for research news

Connect

Follow us on social media

© 2026 Santa Fe Institute. All rights reserved. This site is supported by the Miller Omega Program.

Home / Events

Entangled Adaptive Landscapes Facilitate Exaptation

Noyce Conference Room
Seminar
12:30 pm – 1:30 pm  US Mountain Time
October 15, 2024
Speaker: 
Andreas Wagner

This event is closed to the public.

Abstract: Exaptation, the co-option of existing traits for new functions, is central to Darwinian evolution. It has played a role in evolutionary innovations as different as the eye lens and antifreeze proteins. Exaptations typically require multiple small and poorly understood mutational steps. We usually do not know whether these steps are individually favored by natural selection, or whether other evolutionary forces are needed to preserve them. Here I address this question in the context of gene regulation, a process underlying evolutionary innovations that range from new bacterial stress responses to new animal body plans. Gene regulation is mediated by transcription factor binding sites (TFBSs), short DNA words near a gene to which proteins called transcription factor (TFs) bind, and from which they regulate gene expression. New forms of gene regulation require the evolution of new TFBSs, for example through exaptation of old TFBSs. I discuss a massively parallel experiment recently performed in my lab to investigate the potential of bacterial TFBSs to evolve exaptively for three Escherichia coli TFs. Using a massively parallel reporter assay, we mapped three adaptive landscapes that encompass all intermediate sequences between three pairs of strong binding sites for each TF. Our results revealed that these landscapes are smooth and navigable, with a monotonic relationship between mutations and their impact on gene regulation. Starting from a strong TFBS for one of our TFs, Darwinian evolution could thus create a strong binding site for another TF through a small number of individually adaptive mutations. Notably, most intermediate genotypes are prone to transcriptional crosstalk – gene regulation mediated by both TFs. Our study presents the first in vivo evidence that new TFBSs can evolve exaptively through multiple small and adaptive mutational steps. They also highlight the importance of regulatory crosstalk for the diversification of bacterial gene regulation.

Speaker

Andreas WagnerAndreas WagnerExternal Professor
Share
  • Sign Up For SFI News
  • SFI Calendars
  • Science


  • SFI Projects
  • Algorithmic justice
  • Artificial intelligence: Foundations to frontiers
  • A theory of embodied intelligence
Show more

  • SFI Themes
  • Complex Intelligence: Natural, Artificial, and Collective
  • Complexity and History
  • Complex Time - Adaptation, Aging, Arrow of Time
Show more

More SFI Events

View All Events
November 8, 2027

Colloquium- Henry Farrell

June 1, 2027

On the Noisy Balance of Nature in a Changing World

February 20, 2027

Modelling Social and Economic Inequality Across Cultures and Over Time

February 18, 2027

Measuring Social and Economic Inequality Across Cultures and Over Time

December 1, 2026

Seminar Federico Rossano

November 12, 2026

Cumulative Culture, Ideas, and Growth from Prehistory to Present

October 28, 2026

Theory and Tools for Studying Social-Cognitive Structure in Network Perceptions

October 13, 2026

Proofs and Reasons: Toward a Cognitive Science of Real Mathematics

October 8, 2026

Canceled

The Conversational Nature of Language

September 28, 2026

Digital Twins for Complex Systems: Theory and Algorithms

September 17, 2026

Symbiogenesis in the Age of Machine Intelligence

September 3, 2026

Do LLMs Understand? How Would We Know if They Did? How Can We Get Them To?

August 20, 2026

The Whiz Kids of the Pentagon: How Systems Analysis Shaped the Cold War

August 18, 2026

The Economic Geography of American Slavery

August 18, 2026

ARIA Year 2 Retreat

August 13, 2026

The Evolution of Marital Institutions: Rival Wealth and the Decline of Polygyny

August 11, 2026

Self-organization, Infectious Disease, and Social Behavior - An Evolutionary Tale?

August 10, 2026

Complex Political Identity

August 5, 2026

A Theory of Economic Slack

July 22, 2026

Where Economics Preferences Come From: Ideas From Neuroscience

July 21, 2026

Modularity and the Emergence of Bacterial Pathogens

July 20, 2026

Advances in Archaeoecology

July 14, 2026

What Leads to Administrative Bloat? A Dynamic Model of Administrative Cost and Waste

July 8, 2026

Between Evidence and Belief: Journalism, Culture, and Trust in Science

July 7, 2026

Chaos and Noise in Evolutionary Game Dynamics

July 2, 2026

Reporting on Math in the Age of A.I.

July 1, 2026

Does a Virus Have a Brain?

June 24, 2026

Decoding and Encoding Molecular Information in Distributed Cellular Systems

June 23, 2026

Exploring Chemical Space with Chemputation and Assembly Theory

June 18, 2026

Capturing Carbon in the Wild — Why Storing Carbon in Open Environmental Systems Needs a Stronger Scientific Framework

June 17, 2026

Canceled

Seminar - Venkat Viswanathan

June 16, 2026

Emergent Coexistence in Ecological Communities

June 11, 2026

Persuasion at Scale: Machine Learning, Causality, and the Information Ecosystem (Lessons Learned)

June 10, 2026

Explanation: The Good, The Bad, and The Beautiful

June 9, 2026

Theories of neural computation underlying learning, imagination and reasoning: of mice, monkeys and machines

June 8, 2026

AI and Justice

June 3, 2026

How Narrative Can, and Can't, or Can't Easily, Communicate Complexity

May 27, 2026

Geometry Guides Generalization in Zero-shot Learning of Dynamical Systems

May 26, 2026

Symbolic Language, Embodied Worlds: Multimodal Intelligence in Humans and Machines

May 19, 2026

Disordered Systems for Neurocomputation