Adaptation Without Innovation: Rethinking Mutations and Design
by Jonathan K. Corrado, Ph.D., P. E. | Mar. 12, 2026
What if mutations that seem helpful today become harmful tomorrow? That question sits at the center of a new genetics study published in Nature Ecology & Evolution. The researchers found that many mutations improve protein function only under certain conditions and fail when the environment changes. Rather than showing how evolution creates new traits, the study highlights how living systems adjust to new conditions while staying largely the same.
The study examined thousands of mutations in a protein system using deep mutational scanning, a method that tests how small DNA changes affect protein performance under different laboratory conditions. The researchers discovered that some mutations enhanced function in one setting but hindered it in another. They called this effect antagonistic pleiotropy and suggested it explains why many mutations appear neutral over time.1
Conventional scientists interpret this as evidence that evolution is more complex than once thought. However, the mutations observed did not produce new proteins or new biological systems. They only affected how well an existing protein worked in a particular setting—a distinction that matters. Adjusting performance within a system is not the same as building a new system from scratch.
Proteins are highly specific machines. Their shapes, binding sites, and control regions must work together to function correctly. Small changes to them can raise or lower efficiency without changing their main purpose. The study investigated this kind of fine-tuning, not the origin of new molecular structures. Such flexibility is exactly what engineers design into complex systems.
This kind of controlled adaptability also raises a broader question about how living systems are sustained. The Bible describes creation, not as fragile or chaotic, but as actively sustained: Christ is said to be “upholding all things by the word of His power” (Hebrews 1:3). Biological systems that are adjustable while keeping their main structure reflect continuity and restraint, not constant reinvention.
The study authors argued that fast-changing environments keep beneficial mutations from becoming permanent in populations,1 an idea that brings up an important issue. If environments change too quickly for mutations to spread, then what chance remains for evolution to build its long-term improvements? Instead of steady progress, the system shows constant adjustment and reversal.
This pattern fits well with what biologists observe. Living systems contain safeguards that limit how much change can occur. Protein folding rules, regulatory networks, and error-correction systems prevent harmful changes from spreading. Thus, the very features that safeguard a biological function restrict the open-ended change that evolutionary stories imagine.
A University of Michigan press release explaining the study said organisms must “track” their environments to survive.2 Tracking means responding, not transforming. The ability to respond assumes the system was already designed to do so, reflecting foresight rather than chance.
The idea that most mutations do not drive lasting change, contrary to the popular evolutionary view, is not new. In the 1960s, Motoo Kimura proposed the neutral theory to explain why mutations often fail to shape evolution.3 The new study updates this concept but does not fully address Kimura’s main proposition. Mutations still lack a demonstrated path to producing new, integrated, functional biological complexity.
Research continues to indicate that even helpful mutations work within narrow limits that are observable and repeatable in molecular systems. These mutations adjust existing systems but do not build new ones.4
The data from this study are valuable, showing that life is flexible where it interfaces with the world and stable where it needs to protect vital structure—thus, it’s resistant to any changes to that vital structure or basic body plan. These traits allow organisms to survive in changing conditions without losing necessary functions, and they are best explained as part of a purposeful design. ICR’s model of biology, continuous environmental tracking (CET), aligns well with this and reflects the Creator’s wisdom and care in crafting living systems.5
References
- Song, S. et al. 2025. Adaptive Tracking with Antagonistic Pleiotropy Results in Seemingly Neutral Molecular Evolution. Nature Ecology & Evolution. 9 (12): 2358–2373.
- University of Michigan. Scientists Say Evolution Works Differently Than We Thought. ScienceDaily. Posted on sciencedaily.com December 25, 2025.
- Kimura, M. 1983. The Neutral Theory of Molecular Evolution. Cambridge, UK: Cambridge University Press.
- Lightner, J. 2015. Natural Selection: Assessing the Role It Plays in Our World. Answers Research Journal. 8: 111–120.
- Guliuzza, R. J. 2023. Continuous Environmental Tracking: An Engineering-Based Model of Adaptation. Acts & Facts. 52 (6): 22–23.
* Dr. Corrado earned a Ph.D. in systems engineering from Colorado State University and a Th.M. from Liberty University. He is a freelance contributor to ICR’s Creation Science Update, works in the nuclear industry, and is a Captain in the U.S. Naval Reserve.
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