Evidence mapPaperPMID 41869017Full record

ReviewFrontiers in cell and developmental biology2026

Metabolic programming in tooth development: a regulatory network from energy substrates to signaling instructions.

Xiaoyu Cao, Yiping Gao, Wen Liu, Xiaojun Sun

Abstract readReview
In one paragraph

Review in Frontiers in cell and developmental 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.

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

4 authors.

Xiaoyu CaoDepartment of Oral Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.
Yiping GaoDepartment of Oral Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.
Wen LiuDepartment of Oral Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.
Xiaojun SunDepartment of Oral Medicine, First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tooth development is a process meticulously orchestrated by complex signaling networks. Traditionally, metabolism has been viewed as a passive supplier of energy and building blocks. This review, by systematically integrating recent evidence, proposes that metabolism acts as an active programmer during tooth development, whose functions extend beyond fundamental support. We elaborate a dynamic metabolic regulatory framework wherein cellular metabolic status engages in deep, bidirectional crosstalk with classic developmental pathways such as Wnt, BMP, FGF, and Hh through four core mechanisms: energy sensing and fate decision, moonlighting signaling functions of metabolic enzymes, metabolite-mediated epigenetic remodeling, and specific substrate metabolism. This crosstalk guides cell behavior, tooth morphogenesis, and matrix mineralization in a spatiotemporally specific manner. Evidence from models of hereditary or acquired metabolic disorders strongly underscores the physiological and pathological relevance of this network. Building on this integrative perspective, we further discuss how emerging technologies-including spatial multi-omics, organoids, and computational modeling-can deepen mechanistic understanding, and explore the translational potential of targeting metabolic nodes for early diagnosis, prevention, and regenerative therapy. This review aims to provide a systematic discussion on the central regulatory role of metabolic status in tooth development, with a focus on the metabolism-signaling integrative network, thereby offering a more comprehensive conceptual framework for elucidating developmental principles, disease mechanisms, and informing novel strategies in oral medicine.

Indexed as

epigenetic regulationmetabolic reprogrammingmetabolic signalingmetabolomicstooth development

Identifiers

PMID41869017
PMCPMC13002852

What Socratic 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 Socratic graph.