Caicai Lin’s research while affiliated with Dezhou University and other places

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Publications (15)


Phylogenetic tree and structural functional domain analysis of MdWRKY71. A Phylogenetic tree was constructed to compare MdWRKY71 (XP_008383508.1) with 73 WRKY family proteins from Arabidopsis thaliana using the neighbor-joining method. B Sequence alignment of MdWRKY71 and A. thaliana WRKY proteins. The conserved residues were highlighted with asterisks
The expression patterns of flower genes and MdWRKY71 in apical buds of apple in flower transition stage. A Expression profiles of MdFT1, MdAFL1, MdAP1 and MdWRKY71 in apical buds of apple during flower transition by qRT-PCR. B The relationship between MdWRKY71 and the key genes of apple flower transition. The mean ± SDs of three independent biological replicates are presented as the following values with statistical significance denoted by *P < 0.05
Overexpression of MdWRKY71 promoted the expression of specific flower genes in apple calli. A The transgenic lines OE-MdWRKY71 and wild-type ‘Orin’ calli (WT). B–D The presence of the transgene was validated through RT-PCR, western, qRT-PCR, and MdActin was used as an internal control. E The transcript levels of MdFT1 in WT and OE-MdWRKY71 transgenic lines. The mean ± SDs of three independent biological replicates are presented as the following values with statistical significance denoted by *P < 0.05 and **P < 0.01
Phenotypic analysis of 35S::MdWRKY71 transgenic Arabidopsis.A Phenotypic characterizations of 35S::MdWRKY71 transgenic Arabidopsis under LD conditions. B Phenotypes of two-class flowers from 30-day-old 35S::MdWRKY71 plants under LD conditions. C The flowering time of 35S::MdWRKY71 transgenic Arabidopsis was determined by the total leaf count at bolting and days after germination. D qRT-PCR verification of MdWRKY71 transcript levels in transgenic lines. E The expression level of flowering genes was identified by qRT-PCR. The mean ± SDs of three independent biological replicates are presented as the following values with statistical significance denoted by *P < 0.05 and **P < 0.01
MdWRKY71 bound directly to the promoters of MdFT1 and MdAFL1. A MdWRKY71 interacted with the promoters of MdFT1 and MdAFL1 in a Y1H assay. As controls, pGADT7 + MdFT1-pHIS2 and pGADT7 + MdAFL1-pHIS2 co-transformed into Y187. B EMSA assays revealed that MdWRKY71 was capable of binding to the W-boxes of MdFT1 and MdAFL1. Competitors probes at a 50 × , 100 × and 200 × excess were present ( +) or absent (-) in each reaction

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WRKY transcription factor MdWRKY71 regulates flowering time in apple
  • Article
  • Publisher preview available

February 2025

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26 Reads

Plant Molecular Biology

Mengyu Su

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Yi Yang

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Caicai Lin

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[...]

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Xuesen Chen

In plants, flowering is crucial to reproductive success. Receiving limited attention in apple research is the function of WRKY transcription factors in regulating flowering time. We characterized a WRKY transcription factor, MdWRKY71, from red-fleshed apple in this study, and ectopically expressed it in Arabidopsis thaliana, which revealed its role in flowering. The sequence of MdWRKY71 exhibited similarity to that of AtWRKY71, and its protein comprised a WRKY domain and a C2H2 zinc finger-like motif, placing it within subgroup IIc of the WRKY family. The similar changing trends demonstrated a significant positive correlation between the expression level of MdWRKY71 and the key flower transition genes in apical buds of apple in flower transition stage. Overexpression of MdWRKY71 promoted the upregulation of certain flower transition genes in apple calli. The ectopic expression of MdWRKY71 in A. thaliana was observed to induce early flowering. Additionally, MdWRKY71 could bind to the promoters of several floral pathway integrators directly and interact with them to enhance their expression levels. These results contribute to our understanding of the molecular mechanism through which MdWRKY71 regulates the flowering process in fruit trees, such as red-fleshed apple.

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Elucidating the molecular basis of salt tolerance in potatoes through miRNA expression and phenotypic analysis

January 2025

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25 Reads

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1 Citation

Potatoes are a critical staple crop worldwide, yet their yield is significantly constrained by salt stress. Understanding and enhancing salt tolerance in potatoes is crucial for ensuring food security. This study evaluated the salt tolerance of 17 diverse potato varieties using principal component analysis, membership function analysis, cluster analysis, and stepwise regression analysis. Comprehensive evaluation based on morphological, physiological, and biochemical indicators divided the varieties into three categories, identifying Z1264-1, Z700-1, Z943-1, Z1266-1, Z510-1, and Z1076-1 as having strong salt tolerance. Regression equations established stem thickness, root length, and catalase activity as rapid identification markers for salt tolerance in tetraploid potatoes. Transcriptome analysis of the highly tolerant variety Z1076-1 identified 68 differentially expressed miRNAs (DE miRNAs). qRT-PCR validation for eight randomly selected DE miRNAs confirmed consistent expression trends with transcriptome data. Predicted target genes of these miRNAs are involved in calcium channel signaling, osmotic regulation, plant hormone signaling, and reactive oxygen species clearance. Our findings provide valuable insights for the identification and screening of salt-tolerant potato germplasms. The findings also lay the foundation for studying molecular mechanisms of salt tolerance and advancing genetic breeding efforts to cultivate more resilient potato varieties.


Distribution of major QTLs identified on chromosomes 2B, 2D, and 4B in ten different environments. Note FLL, flag leaf length; FLW, flag leaf width; FLA, flag leaf area. Map distances (cM) are indicated on the leaf of each chromosome, and marker names are on the right. A red rectangle indicates a QTL associated with FLL, a black rectangle indicates a QTL associated with FLW, and a blue rectangle indicates a QTL associated with FLA. Genetic linkage maps were constructed using the software JoinMap 4.1 and MapChart 2.3
Polyacrylamide gel plots of double-ended anchored primers from the QTL interval between markers 522,975 and 522,687. Note The forward sequence and reverse sequence of the double-ended anchoring primers were GGCACCCGGACATCAGTT and GGGGCTAAGACAAGTCTACCAG, respectively. The red arrows indicate DNA fragments specific to Th. intermedium. M, marker (2 kb ladder); 1, Th. intermedium; 2, SN304; 3, YN15. The groups of the gel were cropped from different parts of the same gel, and the original gel is shown in Additional file 3
Maps of the QTLs included in this study and previous studies on chromosomes 2B and 2D. The QTLs identified in this study are shown in bold font
Flag leaf morphology of Th. intermedium, YN15, SN304, and the partial strains of the RILs population
QTL mapping for the flag leaf-related traits using RILs derived from Trititrigia germplasm line SN304 and wheat cultivar Yannong15 in multiple environments

April 2024

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62 Reads

BMC Plant Biology

Background Developing and enriching genetic resources plays important role in the crop improvement. The flag leaf affects plant architecture and contributes to the grain yield of wheat (Triticum aestivum L.). The genetic improvement of flag leaf traits faces problems such as a limited genetic basis. Among the various genetic resources of wheat, Thinopyrum intermedium has been utilized as a valuable resource in genetic improvement due to its disease resistance, large spikes, large leaves, and multiple flowers. In this study, a recombinant inbred line (RIL) population was derived from common wheat Yannong15 and wheat-Th. intermedium introgression line SN304 was used to identify the quantitative trait loci (QTL) for flag leaf-related traits. Results QTL mapping was performed for flag leaf length (FLL), flag leaf width (FLW) and flag leaf area (FLA). A total of 77 QTLs were detected, and among these, 51 QTLs with positive alleles were contributed by SN304. Fourteen major QTLs for flag leaf traits were detected on chromosomes 2B, 3B, 4B, and 2D. Additionally, 28 QTLs and 8 QTLs for flag leaf-related traits were detected in low-phosphorus and drought environments, respectively. Based on major QTLs of positive alleles from SN304, we identified a pair of double-ended anchor primers mapped on chromosome 2B and amplified a specific band of Th. intermedium in SN304. Moreover, there was a major colocated QTL on chromosome 2B, called QFll/Flw/Fla-2B, which was delimited to a physical interval of approximately 2.9 Mb and contained 20 candidate genes. Through gene sequence and expression analysis, four candidate genes associated with flag leaf formation and growth in the QTL interval were identified. Conclusion These results promote the fine mapping of QFll/Flw/Fla-2B, which have pleiotropic effects, and will facilitate the identification of candidate genes for flag leaf-related traits. Additionally, this work provides a theoretical basis for the application of Th. intermedium in wheat breeding.


Identification of the Genome-Wide Expression Patterns of Non-Coding RNAs Associated with Tanshinones Synthesis Pathway in Salvia miltiorrhiza

January 2023

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26 Reads

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2 Citations

The red root of Salvia miltiorrhiza Bunge, a famous traditional Chinese medicine (TCM), was caused by tanshinone in epidermis cells. In order to study the biological function of ncRNAs in the tanshinone synthesis, the expression patterns of mRNA and ncRNAs were comprehensively analyzed in red (high tanshinone content) and white root (low tanshinone content) tissues derived from the same plant. A total of 731 differentially expressed genes (DEGs) were mainly enriched in primary metabolic pathways such as galactose and nitrogen, and some secondary metabolic pathways such as phenylpropanoid and terpenoids. A total of 70 miRNAs, 48 lncRNAs, and 26 circRNAs were identified as differentially expressed (DE) ones. The enrichment pathway of the targets of DE-lncRNA were mainly in ribosome, carbon metabolism, plant hormone signal transduction, and glycerophospholipid metabolism. The function of the targets genes of 59 miRNAs combined with DE-circRNAs was mainly involved in plant–pathogen interaction, endocytosis, phenylpropanoid biosynthesis, and sesquiterpenoid and triterpenoid biosynthesis pathways. Most genes of the tanshinone synthesis pathway had a higher expression. Some ncRNAs were predicted to regulate several key enzyme genes of the tanshinone synthesis pathway, such as SmDXS2, SmGGPPS1, SmKSL. Furthermore, most target genes were related to the resistance of pathogens. The present study exhibited the tissue-specific expression patterns of ncRNAs, which would provide a basis for further research into the regulation mechanism of ncRNAs in the tanshinone synthesis process.


Spatiotemporal and Transcriptional Characterization on Tanshinone Initial Synthesis in Salvia miltiorrhiza Roots

November 2022

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40 Reads

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6 Citations

Tanshinones are the bioactive constituents of Danshen (Salvia miltiorrhiza Bunge), which is used in Traditional Chinese Medicine to treat cardiovascular and other diseases, and they synthesize and accumulate in the root periderm of S. miltiorrhiza. However, there is no relevant report on the initial stage of tanshinone synthesis, as well as the root structure and gene expression characteristics. The present study aims to provide new insights into how these bioactive principles begin to synthesize by characterizing possible differences in their biosynthesis and accumulation during early root development from both spatial and temporal aspects. The morphological characteristics and the content of tanshinones in roots of S. miltiorrhiza were investigated in detail by monitoring the seedlings within 65 days after germination (DAGs). The ONT transcriptome sequencing was applied to investigate gene expression patterns. The periderm of the S. miltiorrhiza storage taproot initially synthesized tanshinone on about 30 DAGs. Three critical stages of tanshinone synthesis were preliminarily determined: preparation, the initial synthesis, and the continuous rapid synthesis. The difference of taproots in the first two stages was the smallest, and the differentially expressed genes (DEGs) were mainly enriched in terpene synthesis. Most genes involved in tanshinone synthesis were up regulated during the gradual formation of the red taproot. Plant hormone signal transduction and ABC transport pathways were widely involved in S. miltiorrhiza taproot development. Five candidate genes that may participate in or regulate tanshinone synthesis were screened according to the co-expression pattern. Moreover, photosynthetic ferredoxin (FD), cytochrome P450 reductase (CPR), and CCAAT binding transcription factor (CBF) were predicted to interact with the known downstream essential enzyme genes directly. The above results provide a necessary basis for analyzing the initial synthesis and regulation mechanism of Tanshinones.


Loss of anthocyanidin synthase gene is associated with white flowers of Salvia miltiorrhiza Bge. f. alba, a natural variant of S. miltiorrhiza

July 2022

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45 Reads

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8 Citations

Planta

Main conclusion SmANS deletion leads to white flower mutation in Salvia miltiorrhiza. Abstract SmANS deletion leads to white flower mutation in Salvia miltiorrhiza. Abstract Salvia miltiorrhiza is an essential traditional Chinese medicine (TCM) with purple flowers, and S. miltiorrhiza Bge. f. alba is a unique intraspecific variation with white flowers. The molecular mechanism of flower color formation in S. miltiorrhiza will provide vital information for the variation and evolution. Here, we performed HPLC, transcriptomic, and re-sequencing analyses of purple-flowered S. miltiorrhiza line ‘Zihua105’ (ZH105) and white-flowered S. miltiorrhiza Bge. f. alba line ‘Baihua18’ (BH18). Delphinidin was the most anthocyanidin in ZH105, which become the main different between ZH105 vs. BH18 flowers. Transcriptome analysis revealed 299 differentially expressed genes (DEGs). SmANS, the anthocyanidin synthase gene in the down-stream anthocyanin biosynthesis pathway, was significantly expressed in ZH105 corollas, suggesting it might play a key role in white petal formation. Whole-genome re-sequencing revealed that a 6.75 kb segment located on chromosome 5, which contains the complete sequence of the SmANS genes, was lost in BH18 and another S. miltiorrhiza Bge. f. alba line. In contrast, the other five purple-flowered S. miltiorrhiza lines both possessed this segment. Further molecular marker identification also confirmed that wild S. miltiorrhiza Bge. f. alba lines lost regions that contained a complete or important part of SmANS sequences. Subsequently, the research showed that the deletion mutant of SmANS genes resulted in the natural white flower color variant of S. miltiorrhiza.


One-Step Regeneration of Hairy Roots to Induce High Tanshinone Plants in Salvia miltiorrhiza

May 2022

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64 Reads

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14 Citations

Salvia miltiorrhiza is a traditional Chinese medicinal plant of Labiatae, which has been widely utilized to treat a variety of cardiovascular and cerebrovascular diseases. However, due to the long growth cycle, low content of active ingredients, and serious quality deterioration of S. miltiorrhiza, the use of biotechnology to improve S. miltiorrhiza to meet the growing demand for clinical applications has become a research hotspot. In this study, a novel one-step hairy root regeneration method was developed, which could rapidly obtain hairy roots and regenerated plants with high tanshinone content. By optimizing the parameters of Agrobacterium rhizogenes transformation in S. miltiorrhiza, it was finally established that the explants were infected in Ar.qual (OD600 = 0.6) for 10 min, co-cultured for 3 days, and then screened on the screening medium containing 7.5 mg/l hygromycin, the maximum transformation frequency can reach 73.85%. GFP and PCR detection yielded a total of 9 positive transgenic hairy root lines and 11 positive transgenic regenerated plants. SmGGPPS1 was successfully overexpressed in positive transgenic regenerated plants, according to the results of qRT-PCR. The content of tanshinone IIA and cryptotanshinone were dramatically enhanced in transgenic regenerated plants and hairy roots by Ultra Performance Liquid Chromatography analysis. Based on the Agrobacterium-mediated transformation of S. miltiorrhiza, this study developed a new method for regenerating plants with transgenic hairy roots. This method provides a foundation for the breeding of S. miltiorrhiza and the sustainable development of medicinal plant resources, as well as provides a useful reference for the application of other species.


SmGDB: genome database of Salvia miltiorrhiza, an important TCM Plant

April 2022

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35 Reads

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8 Citations

Genes and Genomics

Background: Salvia miltiorrhiza is an important traditional Chinese medicinal (TCM) plant and a model plant in the genetic study of TCM. A series of omics related to Danshen have been published. Integrating, managing, storing, and sharing data has become an urgent problem to be solved in S. miltiorrhiza genetic studies. Objectives: The genome database is the link for the exchange, acquisition, and use of different omics data between data producers and users, maximizing value and utilization of data. Methods: The genome database included DSS3 genome and five RNA-Seq data. The back-end performs data search and retrieval through the LAMP (Linux, Apache, MySQL, PHP) framework. Results: Here, we present SmGDB (S. miltiorrhiza genome database; http://8.140.162.85/ ), which houses the latest version of genome sequence and annotation data for S. miltiorrhiza, combining three unpublished RNA-Seq data from our group and two released RNA-Seq data. We also identified a novel gene cluster including seven CYP71D genes involved in the tanshinone synthesis pathway based on genome sequences and expression data. Besides, SmGDB provides user-friendly web interfaces for querying and browsing gene annotation, structure, location, and expression profiles for concerned genes. Popular bioinformatics tools such as 'BLAST', 'Search', 'Heatmap', 'JBrowse', etc., were also provided in SmGDB. Conclusions: SmGDB will provide utility for characterizing the structure of the S. miltiorrhiza genome and better understanding gene functions and biological processes underlying complex secondary metabolism in Danshen.


Transcriptomes Analysis Reveals the Regulatory Roles of Noncoding RNA in Tanshinones Synthesis Pathway of Salvia Miltiorrhiza

July 2021

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17 Reads

Background: Long noncoding RNAs (lncRNAs), circular RNAs (circRNAs), and microRNAs (miRNAs) have been shown to play fundamental roles in plant development. However, the information of these noncoding RNAs (ncRNAs) in Salvia miltiorrhiza remains largely unexplored. In this study, the expression pattern of ncRNAs in six tissues from the same strain of S. miltiorrhiza was analyzed to study the biological function of ncRNAs on active ingredients synthesis. Methods: Analysis of tanshinone content differences of two root simples was carried out on high-performance liquid chromatography (HPLC). RNA sequencing, GO and KEGG enrichment analysis were applied to analyzing the targets of diferentially expressed ncRNAs in different organs. Results: A total of 6,929 lncRNAs, 6,239 circRNAs, and 360 miRNAs were identified. Forty-eight lncRNAs, 70 miRNAs, and 26 circRNAs expressed differentially between red and white root tissues with significantly different tanshinone content. GO and KEGG pathway analysis of target genes of differently expressed ncRNAs indicated that some target genes are involved in the synthesis pathway of terpene, including diterpene and sesquiterpene. We also found many target genes related to secondary metabolites, including 2-C-Methyl-d-erythritol 2,4-cyclodiphosphate Synthase (SmMCS) and several CYP450s. Furthermore, most target genes may be related to the resistance of pathogens, such as receptor kinases, disease-resistant proteins, and pentatricopeptide repeat-containing proteins. Conclusions: The present study exhibited the tissue-specific expression patterns of ncRNAs preliminarily in S. miltiorrhiza, which may reflect that the formation of white root or red root is related to regulation by ncRNAs. It would provide a basis for further research about the regulation mechanism in the tanshinone synthesis process.


Chromosome Level Genome Assembly Reveals Cassia Tora May Be an Ancient Species in Leguminosae

December 2020

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179 Reads

Background: Cassia tora L. is an annual leguminous plant. Its seeds had wide utility in herbal medicine in Asian, but is usually regard as a potent, invasive weed which even helps farmers eliminate other parasitic weed species. However, compared with other important legume crops, C. tora is far from fully developed and the genetic basis is greatly lacking. A reference genome sequence will be great valuable resource for its genome evolution, genetic breeding and development. Results: Here, we de novo assembled a chromosome-scale genome for C. tora by combining PacBio sequencing technology with chromatin interaction mapping, resulting in 621-Mb genome with a contig N50 of 2.5 Mb, of which 77.44% was ordered and oriented on 13 pseudochromosomes. The genome contained 32,361 protein-coding genes with a repetitive DNA content of approximately 58.15%. Gypsy-type LTRs constituted the largest subfamily. LTR insertion events seldom occurred in this genome over the past 10 million years. Comparative genomic analyses showed that C. tora diverged ~95 million years ago (MYA), which revealed it has the most distant genetic relationship with 11 other legumes. Compared with other legume crops, Cassia tora is maybe an ancient species in Leguminosae. Conclusions: The high-quality reference genome sequence reported here furnishes unprecedented insights into genome dynamics and provides an important basis for future research on legume genome evolution.


Citations (7)


... Tanshinones are a group of diterpenoid compounds characterized by a miltiradiene carbon skeleton. These compounds are synthesized and predominantly accumulated in the root periderm of the medicinal plant Salvia miltiorrhiza Bunge (S. miltiorrhiza), imparting its characteristic red-orange coloration [1][2][3][4]. The total tanshinone concentration in S. miltiorrhiza roots regenerated in vitro ranges from 0.269% to 1.137%, notably higher than levels reported in native plants growing in China (0.260-0.388%) or Poland (0.01-0.26%) [5][6][7]. ...

Reference:

Proteins and DNA Sequences Interacting with Tanshinones and Tanshinone Derivatives
Spatiotemporal and Transcriptional Characterization on Tanshinone Initial Synthesis in Salvia miltiorrhiza Roots

... ANS is a key enzyme in the anthocyanin biosynthesis pathway, catalyzing the conversion of colorless anthocyanins into colored anthocyanins (Sharma et al., 2022). In Salvia miltiorrhiza, low expression of the anthocyanin synthase gene SmANS leads to the production of white instead of purple flowers (Lin et al., 2022), whereas SmANS overexpression promotes anthocyanin accumulation and restores the purple flower phenotype (H. Li et al., 2019). ...

Loss of anthocyanidin synthase gene is associated with white flowers of Salvia miltiorrhiza Bge. f. alba, a natural variant of S. miltiorrhiza

Planta

... Sytsma (formerly known as Perovskia abrotanoides Kar.). Su et al. (2022) developed a new technique for the one-step induction of high tanshinone production by optimizing parameters associated with R. rhizogenes transformation in S. miltiorrhiza. According to their results, the contents of T-IIA and CT significantly increased in transformed HRs. ...

One-Step Regeneration of Hairy Roots to Induce High Tanshinone Plants in Salvia miltiorrhiza

... Balances excitatory (glutamate) and inhibitory (GABA) neurotransmitters to stabilize brain activity and minimize seizures. [64], [65] Scientific Evidence Animal Studies Studies in rodents have shown that Salvia miltiorrhiza reduces seizure intensity and improves markers of oxidative stress in the brain. Research indicates its potential to protect against damage in the hippocampus caused by recurrent seizures. ...

SmGDB: genome database of Salvia miltiorrhiza, an important TCM Plant
  • Citing Article
  • April 2022

Genes and Genomics

... The medicinal properties of S. miltiorrhiza arise from a diverse array of bioactive compounds, including water-soluble phenolic acids and lipid-soluble tanshinones. These compounds exhibit various pharmacological effects, such as antioxidation, antitumor, antibacterial, antiviral, and anti-inflammatory activities [5][6][7]. ...

A high‐quality reference genome sequence of Salvia miltiorrhiza provides insights into tanshinone synthesis in its red rhizomes

... This table also depicts occurrence of cytomictic connections commonly between meiocytes at early prophase I (Fig. 2a-d), occasionally at diakinesis/metaphase I (Fig. 2e, g) and rarely at anaphase I (Fig. 2h). In Mentha arvensis, M. piperita (Kundu and Sharma 1988), M. spicata (Tyagi 2003), Nepeta govaniana (Kaur and Singhal 2014), and Salvia przewalskii (Lin et al. 2017), cytomictic connections/channels are reported to join cells at early prophase I, In Leonurus sibiricus, Leucas aspera (Kundu and Sharma 1988), and Hedeoma multiflorum (Liébana et al. 2017),however the channels reportedly connect the cells at all meiotic stages. As per Yu et al. (2004), cytoplasmic channels joining cells at first prophase might have originated by the activity of hydrolytic enzymes produced by golgi bodies and endoplasmic reticulum or enlargement of single plasmodesma/fusion of proximate ones or formed de novo. ...

Meiotic Studies and Cytomixis in Pollen Mother Cells of Salvia przewalskii Maxim.
  • Citing Article
  • December 2017

CYTOLOGIA

... RNA sequencing (RNA-seq) has been widely used in traditional Chinese medicine studies (Jie et al. 2017). It has also been employed to investigate metabolite-related genes and key enzymes, obtain information on gene regulation, and understand plant growth mechanisms (Cherukupalli et al. 2016;Vashisht et al. 2016;Song et al. 2017). Examples include the determination of alkaloid synthesis in Dendrobium nobile Lindl. ...

Comparative RNA-Sequence Transcriptome Analysis of Phenolic Acid Metabolism in Salvia miltiorrhiza , a Traditional Chinese Medicine Model Plant