Evidence map›Paper›PMID 36993598›Full record

ArticlebioRxiv : the preprint server for biology2025

The balance between intrinsic and ecological fitness reveals hidden regimes in eco-evolutionary population dynamics.

Rowan J Barker-Clarke, Jason M Gray, Sydney Leither, Maximilian A R Strobl, Jeff Maltas, Dagim Shiferaw Tadele, Michael Hinczewski, Jacob G Scott

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Rowan J Barker-ClarkeCleveland Clinic Research, Cleveland Clinic, Cleveland, OH, 44106, USA.ORCID 0000-0003-1961-7919
Jason M GrayCleveland Clinic Research, Cleveland Clinic, Cleveland, OH, 44106, USA.
Sydney LeitherDepartment of Computer Science and Engineering, Michigan State University, East Lansing, MI, 48864, USA.ORCID 0009-0002-9636-1910
Maximilian A R StroblCleveland Clinic Research, Cleveland Clinic, Cleveland, OH, 44106, USA.ORCID 0000-0003-4484-8823
Jeff MaltasCleveland Clinic Research, Cleveland Clinic, Cleveland, OH, 44106, USA.ORCID 0000-0001-6567-6800
Dagim Shiferaw TadeleCleveland Clinic Research, Cleveland Clinic, Cleveland, OH, 44106, USA.ORCID 0000-0001-8319-678X
Michael HinczewskiDepartment of Physics, Case Western Reserve University, Cleveland, OH, 44106, USA.
Jacob G ScottCleveland Clinic Research, Cleveland Clinic, Cleveland, OH, 44106, USA.ORCID 0000-0003-2971-7673

Funding

TRANSLATIONAL RESEARCH ONCOLOGY TRAINING GRANTK12CA076917 · NCI · CASE WESTERN RESERVE UNIVERSITY · PI GERSON, STANTON L. · 1997 to 2022
$14.2M
Exploiting Ecology and Evolution to Prevent Therapy Resistance in EGFR-Driven Lung CancerR37CA244613 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI Jacob Gardinier Scott · 2020 to 2026
$4.0M
Extending experimental evolutionary game theory in cancer in vivo to enable clinical translation: integrating spatio-temporal dynamics using mathematical modelingU01CA280829 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI Andriy Marusyk, Jacob Gardinier Scott · 2023 to 2026
$2.6M
NCI NIH HHS K12 CA076917NCI NIH HHS R37 CA244613NCI NIH HHS U01 CA280829
6 · The paper itself

Abstract

Understanding how populations evolve requires accounting for both intrinsic fitness, defined by genotype and environment, and ecological interactions that emerge in mixed communities. While evolutionary experiments typically assess fitness in isolation, such monoculture measures may misrepresent dynamics in realistic, interacting populations. Here, we present a game-theoretic framework that explicitly separates intrinsic and ecological contributions to fitness, allowing us to map how ecological interactions can mask, mirror, maintain, or mimic selection driven by genetic differences. We derive analytical conditions for these regimes using deterministic replicator dynamics and validate them in stochastic Wright-Fisher models with mutation and drift. Applying our model to published microbial and cancer co-culture data, we show that real systems span both intrinsic-dominant and ecology-dominant regimes, with ecological effects sometimes reversing or neutralizing intrinsic fitness advantages. These results expose a critical blind spot in experimental design and interpretation, emphasizing the need to account for ecological interactions when inferring evolutionary dynamics and designing therapeutic strategies.

Identifiers

PMID36993598
PMCPMC10055088

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.