Evidence map›Paper›PMID 42169223›Full record

ArticleThe New phytologist2026

Cross-stage single-cell and spatial metabolome analyses reveal periderm specialization and tanshinone biosynthesis in Salvia miltiorrhiza roots.

Licheng Liu, Lianchong Gao, Zhi-Ying Wang, Yan Liu, Huifeng Ju, Huana Lin, Zheng Shi, Wen-Juan Cai, Xue Li, Yan-Bo Huang and 10 more

Abstract read
In one paragraph

Article in The New phytologist, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

20 authors.

Licheng Liu *Shanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0001-7091-4834
Lianchong Gao *Shanghai Center for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai JiaoTong University, Shanghai, 200240, China.ORCID https://orcid.org/0009-0006-3421-9539
Zhi-Ying Wang *Shanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0009-0006-4879-4390
Yan Liu *Key Laboratory of Phytochemistry and Natural Medicines, Chinese Academy of Sciences, Kunming Institute of Botany, Kunming, 650201, China.ORCID https://orcid.org/0009-0007-8348-1805
Huifeng JuShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.
Huana LinShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0009-0009-7570-1980
Zheng ShiShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0009-0008-3415-0556
Wen-Juan CaiState Key Laboratory of Plant Trait Design, CEMPS, Shanghai Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, 200032, China.ORCID https://orcid.org/0009-0004-1911-1330
Xue LiShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0001-7246-8815
Yan-Bo HuangShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0003-0620-3071
Yu KongShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0009-0008-3900-6457
Jing-Jing XuShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.
Hong-Peng ChenSchool of Traditional Chinese Medicine, Guangdong Pharmaceutical University, Guangzhou, 510006, China.ORCID https://orcid.org/0009-0002-0844-2711
Xin FangKey Laboratory of Phytochemistry and Natural Medicines, Chinese Academy of Sciences, Kunming Institute of Botany, Kunming, 650201, China.ORCID https://orcid.org/0000-0002-8561-1518
Juan GuoState Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Beijing, 100700, China.ORCID https://orcid.org/0000-0002-1327-4428
Yong-Hong HuShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0002-1275-7858
Ke ChenShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0009-0002-3432-2561
Xiao-Ya ChenShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0002-2909-8414
Jie HaoShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0002-0273-8047
Lei YangShanghai Key Laboratory of Plant Functional Genomics and Resources, Shanghai Chenshan Botanical Garden, and Chenshan Science Research Center, CAS Center for Excellence in Molecular Plant Sciences (CEMPS), Chinese Academy of Sciences (CAS), Shanghai, 201602, China.ORCID https://orcid.org/0000-0002-8157-9258

Funding

Key Project at Central Government Level: The Ability Establishment of Sustainable Use for Valuable Chinese Medicine Resources 2060302National Natural Science Foundation of China 32070338Science and Technology Commission of Shanghai Municipality YDZX20243100004002Special Fund for Shanghai Landscaping Administration Bureau Program G232401Yunnan Revitalization Talent Support Program 'Top Team' Project 202305AT350001
6 · The paper itself

Abstract

Perennial herbs develop long-lived roots that undergo repeated cycles of secondary growth, during which the periderm functions as a protective barrier and a major site of specialized metabolite accumulation. However, the cellular programs that coordinate periderm differentiation and secondary metabolism in perennial roots remain poorly understood. Single-cell RNA sequencing, together with spatial metabolome analyses, was employed to resolve cell-type composition and transcriptional dynamics in Salvia miltiorrhiza roots at different developmental stages. Based on Batch Integration via Precision Annotation and Consistency Testing-integrated single-cell data, the developmental trajectory from epidermal to peridermal lineages was reconstructed, revealing distinct transcriptional programs associated with diterpenoid biosynthesis. Spatial metabolome analyses confirmed that tanshinones were predominantly accumulated in cork cells of mature roots. Integrative analysis further indicated that SmCYP76AK5 participates in tanshinone biosynthesis. This cellular framework enables the prediction of metabolic activities in specific cell types and facilitates the inference of developmental differences between young and mature roots. It also provides a basis for integrating single-cell data into models of secondary metabolism in perennial plants.

Indexed as

AbietanesMetabolomePlant RootsSalvia miltiorrhizaSingle-Cell AnalysisBiosynthetic PathwaysGene Expression Regulation, PlantPlant EpidermisAbietanestanshinonediterpeneperennial herb rootSalvia miltiorrhizasingle‐cell RNA sequencingtanshinone biosynthesis

Identifiers

PMID42169223
PMCPMC13326519

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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.