Evidence map›Paper›PMID 42793227›Full record

ArticleCurrent issues in molecular biology2026

Dynamic Proteomic and Metabolomic Analysis Reveals Metabolic Reprogramming During Early Neuronal Transdifferentiation of Human Fibroblasts Driven by Forskolin.

Xiang Yuan, Siyao Pan, Zhiqiang Wang, Dandan Zhang, Guodong Wang, Ben Huang

Abstract read
In one paragraph

Article in Current issues in molecular biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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.

Xiang YuanGuangxi Zhuang Autonomous Region Engineering Research Center for 3D Printing in Smart Biomanufacturing and Application, Guangxi Academy of Medical Sciences, Nanning 530021, China.
Siyao PanGuangxi Zhuang Autonomous Region Engineering Research Center for 3D Printing in Smart Biomanufacturing and Application, Guangxi Academy of Medical Sciences, Nanning 530021, China.
Zhiqiang WangGuangxi Zhuang Autonomous Region Engineering Research Center for 3D Printing in Smart Biomanufacturing and Application, Guangxi Academy of Medical Sciences, Nanning 530021, China.ORCID 0000-0002-4307-6211
Dandan ZhangGuangxi Zhuang Autonomous Region Engineering Research Center for 3D Printing in Smart Biomanufacturing and Application, Guangxi Academy of Medical Sciences, Nanning 530021, China.ORCID 0000-0002-7189-3518
Guodong WangGuangxi Zhuang Autonomous Region Engineering Research Center for 3D Printing in Smart Biomanufacturing and Application, Guangxi Academy of Medical Sciences, Nanning 530021, China.
Ben HuangGuangxi Zhuang Autonomous Region Engineering Research Center for 3D Printing in Smart Biomanufacturing and Application, Guangxi Academy of Medical Sciences, Nanning 530021, China.ORCID 0000-0002-7223-3984

Funding

Natural Science Foundation of Guangxi 2023GXNSFBA026195Natural Science Foundation of Guangxi 2026GXNSFAA00640029Natural Science Foundation of Guangxi 2026GXNSFAA00641143
6 · The paper itself

Abstract

Forskolin (FSK) is a well-characterized small-molecule activator of adenylyl cyclase that drives direct neuronal transdifferentiation in human fibroblasts; however, the temporal sequence and coordinated relationships among proteomic and metabolic adaptations during the initiation phase of lineage conversion remain poorly understood. In this study, we applied data-independent acquisition (DIA)-based quantitative proteomics and untargeted metabolomics on BJ human dermal fibroblasts at three biological timepoints: pre-induction (day 0), commitment onset (day 2), and neuronal maturation (day 5). Under the established FSK-based induction protocol, BJ fibroblasts rapidly acquired neuronal-like features, with more than 90% of cells becoming TUJ1-positive by day 5. Proteomic profiling revealed a profound, dichotomous regulatory shift: time-dependent activation of core metabolic and energy pathways (glycolysis, the TCA cycle, and oxidative phosphorylation) coupled with persistent suppression of cell-cycle progression and DNA replication. Concordantly, global metabolomic profiling revealed a statistically unidirectional transition in metabolic states characterized by the progressive accumulation of phosphoenolpyruvate (PEP). Collectively, our findings identify coordinated remodeling of central carbon metabolism as a prominent early molecular feature associated with neuronal transdifferentiation under the FSK-based induction protocol. This study provides an integrated proteomic and metabolomic framework for understanding early molecular remodeling during chemically induced cell fate conversion and provides a basis for future functional studies of metabolic regulation during reprogramming.

Indexed as

cell transdifferentiationforskolinmetabolic remodelingproteomics

Identifiers

PMID42793227
PMCPMC13605807

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