Evidence map›Paper›PMID 42846454›Full record

ReviewFundamental research2026

Harnessing the central dogma: Enzyme-driven gene diversification strategies for in cellulo continuous directed evolution.

Liang Ma, Kai Chen, Yuan Lin, Yihan Deng, Siyu Ma, Yihan Lin

Abstract readReview
In one paragraph

Review in Fundamental research, 2026. 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

6 authors.

Liang MaCenter for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
Kai ChenCenter for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
Yuan LinPeking University Chengdu Academy for Advanced Interdisciplinary Biotechnologies, Chengdu 610213, China.
Yihan DengCenter for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
Siyu MaCenter for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.
Yihan LinCenter for Quantitative Biology and Peking-Tsinghua Center for Life Sciences, Academy for Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In cellulo continuous directed evolution offers a powerful route to optimize biomolecules with enhanced or novel functions by enabling rapid, iterative exploration of vast fitness landscapes. At the heart of this approach lie intracellular gene diversification strategies, which have undergone notable innovations in recent years. Although a growing list of techniques has emerged-often tailored to distinct host organisms-they share overarching design principles rooted in the central dogma. By examining how genetic mutations are introduced and propagated through nucleic acid-processing and mutating enzymes, we gain a unifying framework for comparing and adapting these strategies. Here, we review the latest intracellular gene diversification methods within this conceptual lens, highlighting their commonalities, their mechanistic underpinnings, and their adaptability. We then discuss key opportunities for future development, aiming to guide the design of next-generation in cellulo continuous directed evolution systems with greater efficiency, broader host applicability, and finer control over mutagenesis.

Indexed as

Central dogmaContinuous directed evolutionEnzyme-centric perturbationFitness landscapeIntracellular gene diversification

Identifiers

PMID42846454
PMCPMC13644496

What OpenQuestion holds

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Registered trials

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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.