Evidence map›Paper›PMID 42733868›Full record

ReviewMaterials today. Bio2026

From optical control to translational readiness: an evidence-tiered framework for optogenetics in neuromuscular and neurological disorders.

Xiaojian Cao, Yizhou Liu, Meiqi Ding, Chong Zhang, Shiqiang Gao, Hong Chen, Chunchu Deng

Abstract readReview
In one paragraph

Review in Materials today. Bio, 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

7 authors.

Xiaojian CaoDepartment of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Yizhou LiuDepartment of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Meiqi DingState Key Laboratory of Microbial Diversity and Innovative Utilization, Department of Agri-microbiomics and Biotechnology, Institute of Microbiology, Chinese Academy of Sciences, Peking, 100101, China.
Chong ZhangSchool of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou, China.
Shiqiang GaoDepartment of Neurophysiology, Institute of Physiology, University Wuerzburg, Wuerzburg, 97070, Germany.
Hong ChenDepartment of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Chunchu DengDepartment of Rehabilitation Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Optogenetics provides exceptional spatial, temporal, and cell-type specificity for manipulating biological function, but the ability to produce a light-evoked response does not by itself establish therapeutic relevance. Disease-oriented studies now span molecular assembly, neuronal excitability, neuromuscular transmission, circuit modulation, engineered human tissues, closed-loop control, and early human intervention, yet these outcomes support fundamentally different levels of inference. Here, we critically examine optogenetic applications across neuromuscular and neurological disorders and propose an evidence-tiered framework for distinguishing mechanistic causality, disease-relevant functional validation, in vivo therapeutic modulation, integrated translational system validation, and human clinical proof-of-concept. Neuromuscular disorders illustrate how optogenetics can connect molecular mechanisms and activity-dependent phenotypes to human motor-unit function, whereas studies in Parkinson's disease, Alzheimer's disease, Huntington's disease, stroke, and epilepsy primarily define causal pathways, network states, stimulation rules, and opportunities for clinically feasible neuromodulation. Human-derived motor-unit systems, organoids, and other bioengineered platforms provide important functional de-risking but should not be equated with clinical evidence. Retinal optogenetics currently provides the clearest human proof-of-concept, while its favorable anatomy limits generalization to deeper or distributed neural targets. We further show that translational progression depends on coordinated optimization of gene delivery, actuator performance, optical dosimetry, material-tissue compatibility, implant mechanics, sensing and feedback control, durability, safety, and clinically meaningful advantage over established therapies. Accordingly, optogenetic translation should be viewed as a coupled gene-material-device-control problem rather than as optical stimulation alone. This framework clarifies what different experimental designs demonstrate, where evidence remains incomplete, and which biological and engineering barriers must be resolved before optical specificity can be converted into durable clinical benefit.

Indexed as

Closed-loop neuromodulationGene deliveryMotor unitNeural circuitsNeurological disordersNeuromuscular diseaseOptical biointerfacesOptogeneticsTranslational readiness

Identifiers

PMID42733868
PMCPMC13571699

What Socratic holds

Textmetadata
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 Socratic graph.