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14 pages, 4690 KiB  
Article
Systematic Analysis of Dof Gene Family in Prunus persica Unveils Candidate Regulators for Enhancing Cold Tolerance
by Zheng Chen, Xiaojun Wang, Juan Yan, Zhixiang Cai, Binbin Zhang, Jianlan Xu, Ruijuan Ma, Mingliang Yu and Zhijun Shen
Int. J. Mol. Sci. 2025, 26(15), 7509; https://doi.org/10.3390/ijms26157509 - 4 Aug 2025
Viewed by 97
Abstract
Late-spring frost events severely damage low-chill peach blossoms, causing significant yield losses. Although 5-aminolevulinic acid (ALA) enhances cold tolerance through the PpC3H37-PpWRKY18 module, the regulatory mechanism of ALA on PpC3H37 remains to be elucidated. Using yeast one-hybrid screening with the PpC3H37 promoter as [...] Read more.
Late-spring frost events severely damage low-chill peach blossoms, causing significant yield losses. Although 5-aminolevulinic acid (ALA) enhances cold tolerance through the PpC3H37-PpWRKY18 module, the regulatory mechanism of ALA on PpC3H37 remains to be elucidated. Using yeast one-hybrid screening with the PpC3H37 promoter as bait, we identified PpDof9 as a key interacting transcription factor. A genome-wide analysis revealed 25 PpDof genes in peaches (Prunus persica). These genes exhibited variable physicochemical properties, with most proteins predicted as nuclear-localized. Subcellular localization experiments in tobacco revealed that PpDof9 was localized to the nucleus, consistent with predictions. A synteny analysis indicated nine segmental duplication pairs and tandem duplications on chromosomes 5 and 6, suggesting duplication events drove family expansion. A conserved motif analysis confirmed universal presence of the Dof domain (Motif 1). Promoter cis-element screening identified low-temperature responsive (LTR) elements in 12 PpDofs, including PpDof1, PpDof8, PpDof9, and PpDof25. The quantitative real-time PCR (qRT-PCR) results showed that PpDof1, PpDof8, PpDof9, PpDof15, PpDof16, and PpDof25 were significantly upregulated under low-temperature stress, and this upregulation was further enhanced by ALA pretreatment. Our findings demonstrate ALA-mediated modulation of specific PpDof TFs in cold response and provide candidates (PpDof1, PpDof9, PpDof8, PpDof25) for enhancing floral frost tolerance in peaches. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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25 pages, 11499 KiB  
Article
Genome-Wide Identification of 109 NAC Genes and Dynamic Expression Profiles Under Cold Stress in Madhuca longifolia
by Yule Chen, Jiayu Qin, Ziyao Wang, Haoyou Lin, Shuiyun Ye, Jichen Wei, Shuyu Wang and Lu Zhang
Int. J. Mol. Sci. 2025, 26(10), 4713; https://doi.org/10.3390/ijms26104713 - 14 May 2025
Cited by 1 | Viewed by 513
Abstract
Madhuca longifolia (M. longifolia), a tropical tree valued for its medicinal, nutritional, and industrial applications, exhibits severe sensitivity to low-temperature stress in subtropical regions, particularly during seedling establishment. To address this challenge, this study systematically identified 109 NAC genes in M. [...] Read more.
Madhuca longifolia (M. longifolia), a tropical tree valued for its medicinal, nutritional, and industrial applications, exhibits severe sensitivity to low-temperature stress in subtropical regions, particularly during seedling establishment. To address this challenge, this study systematically identified 109 NAC genes in M. longifolia and characterized their functional roles in cold adaptation via multi-omics analyses. All NAC proteins were hydrophilic. Key members (e.g., MlNAC026, MlNAC077, MlNAC076) were localized in the nucleus. Phylogenetic analysis grouped them with ANAC072 (RD26), a homolog involved in leaf senescence and ABA-regulated cold stress responses. The NAC family expanded primarily through segmental duplication. And low Ka/Ks ratios (<1) indicated purifying selection. Promoter analysis highlighted the prevalence of dehydration-responsive DRE and LTR cis-acting elements. Transcriptomic profiling under cold stress identified five continuous differentially expressed genes (MlNAC026, MlNAC040, MlNAC059, MlNAC077, and MlNAC078) linked to regulatory functions. Homology modeling predicted 3D structures of cold-responsive NAC proteins, and STRING network analysis indicated independent regulatory mechanisms due to the absence of prominent interaction nodes. These findings advance our understanding of NAC-mediated cold tolerance and offer genetic targets to enhance M. longifolia resilience in subtropical climates. Full article
(This article belongs to the Special Issue Molecular Research in Bamboo, Tree, Grass, and Other Forest Products)
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12 pages, 2521 KiB  
Brief Report
Expression of the Nicotiana benthamiana Retrozyme 1 (NbRZ1) Genomic Locus
by Alexander A. Lezzhov, Anastasia K. Atabekova, Denis A. Chergintsev, Andrey G. Solovyev and Sergey Y. Morozov
Plants 2025, 14(8), 1205; https://doi.org/10.3390/plants14081205 - 14 Apr 2025
Viewed by 510
Abstract
Retrozymes are a class of non-autonomous plant retrotransposons that have long terminal repeats (LTRs) containing hammerhead ribozymes (HHRs) that facilitate the circularization of the retrozyme RNA. The LTR of Nicotiana benthamiana retrozyme 1 (NbRZ1) has been shown to contain a promoter that directs [...] Read more.
Retrozymes are a class of non-autonomous plant retrotransposons that have long terminal repeats (LTRs) containing hammerhead ribozymes (HHRs) that facilitate the circularization of the retrozyme RNA. The LTR of Nicotiana benthamiana retrozyme 1 (NbRZ1) has been shown to contain a promoter that directs transcription of this retroelement. In this study, we identified the transcription start site of the promoter contained in the LTR of NbRZ1 and mapped the promoter region essential for its transcriptional activity. Using transgenic Arabidopsis thaliana plants carrying the GUS gene under the control of the NbRZ1 LTR, the NbRZ1 transcript was demonstrated to potentially encode a protein targeted for proteasomal degradation in the plant cell. Overexpression of this protein in plants using a viral expression vector was found to cause severe necrosis. The data presented suggest a tight regulation of the expression of the NbRZ1-encoded polypeptide in plants and its potential functional importance, although further research is needed to determine whether circular and/or linear retrozyme RNA forms can be translated in plants. Full article
(This article belongs to the Special Issue Recent Advances in Plant Genetics and Genomics)
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18 pages, 5328 KiB  
Article
Rigorous Process for Isolation of Gut-Derived Extracellular Vesicles (EVs) and the Effect on Latent HIV
by Nneoma C. J. Anyanwu, Lakmini S. Premadasa, Wasifa Naushad, Bryson C. Okeoma, Mahesh Mohan and Chioma M. Okeoma
Cells 2025, 14(8), 568; https://doi.org/10.3390/cells14080568 - 9 Apr 2025
Viewed by 769
Abstract
The human gastrointestinal (GI) track host trillions of microorganisms that secrete molecules, including extracellular vesicles (EVs) and extracellular condensates (ECs) that may affect physiological and patho-physiological activities in the host. However, efficient protocols for the isolation of pure and functional GI-derived EVs|ECs is [...] Read more.
The human gastrointestinal (GI) track host trillions of microorganisms that secrete molecules, including extracellular vesicles (EVs) and extracellular condensates (ECs) that may affect physiological and patho-physiological activities in the host. However, efficient protocols for the isolation of pure and functional GI-derived EVs|ECs is lacking. Here, we describe the use of high-resolution particle purification liquid chromatography (PPLC) gradient-bead-column integrated with polyvinylpolypyrrolidone (PVPP)-mediated extraction of impurities to isolate EVs from colonic content (ColEVs). PVPP facilitates the isolation of pure, non-toxic, and functionally active ColEVs that were internalized by cells and functionally activate HIV LTR promoter. ColEVs isolated without PVPP have a reductive effect on MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide) without living cells, suggesting that ColEVs contain reductases capable of catalyzing the reduction of MTT to formazan. The assessment of the origin of ColEVs reveals that they are composed of both bacteria and host particles. This protocol requires ~12 h (5 h preprocessing, 7 h isolation) to complete and should be used to purify EVs from sources contaminated with microbial agents to improve rigor. This protocol provides a robust tool for researchers and clinicians investigating GI-derived EVs and the translational use of GI-derived EVs for diagnostic and therapeutic use. Additionally, GI-derived EVs may serve as a window into the pathogenesis of diseases. Full article
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18 pages, 14317 KiB  
Article
Genome-Wide Identification of the Cation/Proton Antiporter (CPA) Gene Family and Expression Pattern Analysis Under Salt Stress in Winter Rapeseed (Brassica rapa L.)
by Chunyang Han, Li Ma, Xiaolei Tao, Yintao Lian, Junyan Wu, Abbas Muhammad Fahim, Yanxia Xu, Xianliang Zhang, Lijun Liu, Gang Yang, Yuanyuan Pu, Tingting Fan, Wangtian Wang and Wancang Sun
Int. J. Mol. Sci. 2025, 26(7), 3099; https://doi.org/10.3390/ijms26073099 - 27 Mar 2025
Cited by 1 | Viewed by 475
Abstract
The CPA gene family regulates ionic balance and pH homeostasis in cells, significantly contributing to plant stress tolerance. In this study, a total of 63 BrCPA gene family members were identified in the whole genome of Brassica rapa L. (B. rapa), [...] Read more.
The CPA gene family regulates ionic balance and pH homeostasis in cells, significantly contributing to plant stress tolerance. In this study, a total of 63 BrCPA gene family members were identified in the whole genome of Brassica rapa L. (B. rapa), and the three subfamily members were BrNHX (9), BrKEA (15), and BrCHX (39), respectively. The members of the BrCPA gene family encoded 303-1259 amino acids, with molecular weights in the range of 32,860.39~139,884.73 kDa, distributed on 10 chromosomes, and contained 17 conserved motifs, BrNHX and BraKEA, and the BrCPA gene family members had the same molecular weights on 10 chromosomes and contain 17 conserved motifs. The BrNHX and BraKEA subfamilies have more exons than the BrCHX subfamily. An analysis of promoter cis-acting elements in the BrCPA gene showed that members of this gene family contain TC-rich, LTR, MBS, and ARE stress response elements. In addition, transcriptome analysis revealed the expression of CPA genes in B. rapa under salt stress. The selected genes were verified by RT-qPCR. By detecting the Na+ and K+ flow rates in the root and chloroplast cells of salt-tolerant and salt-sensitive varieties after salt treatment, it was found that the rate of Na+ and K+ efflux from the root and chloroplast cells of salt-sensitive varieties was significantly higher than that of salt-tolerant varieties. This investigation marks the first systematic identification of the CPA gene family in B. rapa. This study further explores its expression patterns and the efflux rates of Na+ and K+ across salt-tolerant varieties, providing a theoretical basis for understanding the role of the CPA gene family in the salt stress response of B. rapa. Full article
(This article belongs to the Special Issue Crop Biotic and Abiotic Stress Tolerance: 4th Edition)
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20 pages, 9778 KiB  
Article
Genome-Wide Identification and Expression Analysis of the TGA Gene Family in Banana (Musa nana Lour.) Under Various Nitrogen Conditions
by Bencheng Zhang, Wei Wang, Can Wang, Bingyu Cai, Junting Feng, Dengbo Zhou, Yufeng Chen, Miaoyi Zhang, Dengfeng Qi, Zhuo Wang, Yongzan Wei and Jianghui Xie
Int. J. Mol. Sci. 2025, 26(5), 2168; https://doi.org/10.3390/ijms26052168 - 28 Feb 2025
Cited by 1 | Viewed by 906
Abstract
The TGA (TGACG motif-binding factor) transcription factors are integral to root growth and development, and are pivotal in mediating plant responses to abiotic stresses. Nonetheless, their role in the nutrient absorption processes of banana plants has not been extensively investigated. This research conducted [...] Read more.
The TGA (TGACG motif-binding factor) transcription factors are integral to root growth and development, and are pivotal in mediating plant responses to abiotic stresses. Nonetheless, their role in the nutrient absorption processes of banana plants has not been extensively investigated. This research conducted a comprehensive analysis of the MaTGA gene family, emphasizing their physicochemical characteristics, phylogenetic relationships, gene duplication events, promoter cis-regulatory elements and protein interaction networks. Furthermore, this study investigated the expression patterns of MaTGA family members under varying nitrogen conditions. A total of 18 MaTGA members were identified within the banana genome, each encoding proteins characterized by the presence of bZIP and DOG domains. These genes exhibited an uneven distribution across eight chromosomes. Phylogenetic analysis further classified the MaTGA family into four distinct subgroups (I–IV), consisting of three, seven, three, and five members, respectively. An analysis of promoter cis-elements indicated that over 50% of the MaTGA gene family members contain hormone-responsive elements associated with abscisic acid (ABRE), ethylene (ERE), and salicylic acid (SARE), in addition to stress-responsive elements related to drought (MBS) and low temperature (LTR). Regarding gene expression, MaTGA7, MaTGA8, and MaTGA15 exhibited significantly elevated expression levels in the leaves and roots relative to other tissues. Under varying nitrogen conditions, 13 members, including MaTGA7 and MaTGA8, demonstrated the highest expression levels under reduced nitrogen (70%) treatment, followed by low nitrogen (20%) conditions, and the lowest expression levels were observed under nitrogen-deficient conditions. These findings imply that MaTGA genes may play crucial roles in enhancing nitrogen use efficiency. Protein interaction predictions suggest that MaTGA7, MaTGA8, and MaTGA15 may interact with nitrogen-related proteins, including Nitrate Transporter 2 (NRT2.1 and NRT2.2), NIN-Like Protein 7 (NLP7), and Nitrate Transporter 1.1 (NPF6.3). In summary, MaTGA7, MaTGA8, and MaTGA15 are likely involved in the processes of nitrogen absorption and utilization in bananas. The present findings establish a basis for subsequent investigations into the functional roles of MaTGA genes in augmenting nutrient use efficiency and mediating responses to abiotic stresses in banana plants. Full article
(This article belongs to the Section Molecular Plant Sciences)
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20 pages, 3891 KiB  
Article
Identification and Analysis of Melon (Cucumis melo L.) SHMT Gene Family Members and Their Functional Studies on Tolerance to Low-Temperature Stress
by Yanmin Liu, Dandan He, Yizhou Wu, Kangqi Zhao, Changyi Yang, Yulu Zhong, Liuyang Yang, Haiyue Niu and Sushuang Liu
Agronomy 2025, 15(1), 203; https://doi.org/10.3390/agronomy15010203 - 15 Jan 2025
Cited by 2 | Viewed by 1524
Abstract
Melon (Cucumis melo L.) is a significant cash crop globally and is cherished for its sweet and flavorful fruits, as well as its high nutritional values. However, its yield and quality are limited by various factors, including drought, salinity, and low temperatures. [...] Read more.
Melon (Cucumis melo L.) is a significant cash crop globally and is cherished for its sweet and flavorful fruits, as well as its high nutritional values. However, its yield and quality are limited by various factors, including drought, salinity, and low temperatures. Low temperatures are one of the primary factors influencing the growth and development of melons, diminishing the viability, germination, and growth rate of melon seeds. Concurrently, low temperatures also reduce light absorption efficiency and fruit yields, thereby affecting melon growth and development. Serine hydroxymethyltransferase (SHMT), a conserved phosphopyridoxal-dependent enzyme, plays a crucial role in plant resistance to abiotic stressors. In this study, eight CmSHMT family genes were identified from the melon genome. We predicted their chromosomal locations, physicochemical properties, gene structures, evolutionary relationships, conserved motifs, cis-acting elements of promoters, and tissue-specific expression patterns. The expression levels of CmSHMT family genes in response to low-temperature stress was then analyzd using qRT-PCR. The phylogenetic results indicated that these CmSHMT genes were classified into four subfamilies and were unevenly distributed across five chromosomes, with relatively high conservation among them. Furthermore, our investigation revealed that the promoter regions of the CmSHMT family genes contain many cis-acting elements related to phytohormones, growth, and various stress responses. The relative expression levels of CmSHMT3, CmSHMT4, CmSHMT6, and CmSHMT7 were higher under low-temperature stress compared to the control group. Notably, the promoter region of CmSHMT3 contains cis-acting elements associated with low-temperature response (LTR) and abscisic acid response (ABRE). It is suggested that the mechanism through which CmSHMT3 responds to low-temperature stress treatments may be associated with hormonal regulation. These findings provide a foundation for the further exploration of CmSHMT family genes in melon and their functional roles in response to low-temperature stress, and they provide a theoretical basis for the targeted breeding of superior melon varieties with enhanced tolerance to low temperatures. Full article
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21 pages, 5723 KiB  
Article
Magnetoelectric Extracellular Vesicle Latency-Targeting (MELT) Nanotherapeutic for the Block-Lock-and-Kill HIV Eradication Strategy
by Mickensone Andre, Nagesh Kolishetti, Adriana Yndart, Arti Vashist, Madhavan Nair and Andrea D. Raymond
Biomedicines 2025, 13(1), 147; https://doi.org/10.3390/biomedicines13010147 - 9 Jan 2025
Viewed by 1233
Abstract
Background: Human immunodeficiency virus (HIV) establishes latent infections in cellular reservoirs, including microglia. HC69 cells, a microglial model of HIV latency, contain an HIV promoter long terminal repeat (LTR)-GFP reporter and were used for testing the efficacy of a two-step magnetoelectric nanoparticle (MENP) [...] Read more.
Background: Human immunodeficiency virus (HIV) establishes latent infections in cellular reservoirs, including microglia. HC69 cells, a microglial model of HIV latency, contain an HIV promoter long terminal repeat (LTR)-GFP reporter and were used for testing the efficacy of a two-step magnetoelectric nanoparticle (MENP) and extracellular vesicle (xEV) latency-targeting (MELT) nanotherapeutic. GFP expression in HC69 at rest is low (GFPLo), and upon exposure to LTR, transcription-activating agents (i.e., TNF-α) are induced to be high expressing (GFPHi). Methods: The first step of MELT utilized ZL0580, an HIV Tat inhibitor loaded into EVs (80%) via incubation. ZL0580-EVs were taken up by GFPLo and blocked LTR transcriptional reactivation by 50% and were 90% less toxic than ZL0580 alone. The second step in MELT involved conjugation of monomethyl auristatin E (MMAE) to MENPs. HPLC measurements showed 80% MMAE attachment to MENPs. Flow cytometry-based measurements of the membrane potential indicated that the membranes of GFPHi HC69 were 60% more polarized than GFPLo HC69 cells. More MMAE–MENPs were internalized by GFPLo HC69. Results: Using a mixed-cell blood–brain barrier (BBB) Transwell model, we demonstrated that 20% of MELT crossed the BBB, was taken up by HC69 cells, and reduced LTR reactivation by 10%. Conclusions: Overall, this study demonstrated that MELT can potentially be utilized as a nanotherapeutic to target HIV latency in microglia. Full article
(This article belongs to the Special Issue Nano-Based Drug Delivery and Drug Discovery)
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21 pages, 3959 KiB  
Article
Transposable Elements Contribute to the Regulation of Long Noncoding RNAs in Drosophila melanogaster
by Yuli Gan, Lingyan Wang, Guoxian Liu, Xiruo Guo, Yiming Zhou, Kexin Chang, Zhonghui Zhang, Fang Yan, Qi Liu and Bing Chen
Insects 2024, 15(12), 950; https://doi.org/10.3390/insects15120950 - 30 Nov 2024
Cited by 1 | Viewed by 1680
Abstract
Background: Transposable elements (TEs) and noncoding sequences are major components of the genome, yet their functional contributions to long noncoding RNAs (lncRNAs) are not well understood. Although many lncRNAs originating from TEs (TE-lncRNAs) have been identified across various organisms, their characteristics and [...] Read more.
Background: Transposable elements (TEs) and noncoding sequences are major components of the genome, yet their functional contributions to long noncoding RNAs (lncRNAs) are not well understood. Although many lncRNAs originating from TEs (TE-lncRNAs) have been identified across various organisms, their characteristics and regulatory roles, particularly in insects, remain largely unexplored. This study integrated multi-omics data to investigate TE-lncRNAs in D. melanogaster, focusing on the influence of transposons across different omics levels. Results: We identified 16,118 transposons overlapping with lncRNA sequences that constitute 2119 TE-lncRNAs (40.4% of all lncRNAs) using 256 public RNA-seq samples and 15 lncRNA-seq samples of Drosophila S2 cells treated with heavy metals. Of these, 67.2% of TE-lncRNAs contain more than one TE. The LTR/Gypsy family was the most common transposon insertion. Transposons preferred to insert into promoters, transcription starting sites, and intronic regions, especially in chromosome ends. Compared with lncRNAs, TE-lncRNAs showed longer lengths, a lower conservation, and lower levels but a higher specificity of expression. Multi-omics data analysis revealed positive correlations between transposon insertions and chromatin openness at the pre-transcriptional level. Notably, a total of 516 TE-lncRNAs provided transcriptional factor binding sites through transposon insertions. The regulatory network of a key transcription factor was rewired by transposons, potentially recruiting other transcription factors to exert regulatory functions under heavy metal stress. Additionally, 99 TE-lncRNAs were associated with m6A methylation modification sites, and 115 TE-lncRNAs potentially provided candidate small open reading frames through transposon insertions. Conclusions: Our data analysis demonstrated that TEs contribute to the regulation of lncRNAs. TEs not only promote the transcriptional regulation of lncRNAs, but also facilitate their post-transcriptional and epigenetic regulation. Full article
(This article belongs to the Special Issue Transposable Elements and Noncoding Sequences in Insects)
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36 pages, 37425 KiB  
Article
Cocaine-Induced DNA-Dependent Protein Kinase Relieves RNAP II Pausing by Promoting TRIM28 Phosphorylation and RNAP II Hyperphosphorylation to Enhance HIV Transcription
by Adhikarimayum Lakhikumar Sharma, Priya Tyagi, Meenata Khumallambam and Mudit Tyagi
Cells 2024, 13(23), 1950; https://doi.org/10.3390/cells13231950 - 23 Nov 2024
Viewed by 1610
Abstract
Drug abuse continues to pose a significant challenge in HIV control efforts. In our investigation, we discovered that cocaine not only upregulates the expression of the DNA-dependent protein kinase (DNA-PK) but also augments DNA-PK activation by enhancing its phosphorylation at S2056. Moreover, DNA-PK [...] Read more.
Drug abuse continues to pose a significant challenge in HIV control efforts. In our investigation, we discovered that cocaine not only upregulates the expression of the DNA-dependent protein kinase (DNA-PK) but also augments DNA-PK activation by enhancing its phosphorylation at S2056. Moreover, DNA-PK phosphorylation triggers the higher localization of the DNA-PK into the nucleus. The finding that cocaine increases the nuclear localization of the DNA-PK provides further support to our observation of enhanced DNA-PK recruitment at the HIV long terminal repeat (LTR) following cocaine exposure. By activating and facilitating the nuclear localization of the DNA-PK, cocaine effectively orchestrates multiple stages of HIV transcription, thereby promoting HIV replication. Additionally, our study demonstrates that the cocaine-induced DNA-PK promotes the hyper-phosphorylation of the RNA polymerase II (RNAP II) carboxyl-terminal domain (CTD) at Ser5 and Ser2 sites, enhancing both the initiation and elongation phases, respectively, of HIV transcription. The cocaine-mediated enhancement of transcriptional initiation is supported by its activation of cyclin-dependent kinase 7 (CDK7). Additionally, the induction of transcriptional elongation is marked by higher LTR recruitment and the increased phosphorylation of CDK9, which indicates the stimulation of positive transcriptional elongation factor b (P-TEFb). We demonstrate for the first time that cocaine, through DNA-PK activation, promotes the specific phosphorylation of TRIM28 at serine 824 (p-TRIM28, S824). This modification converts TRIM28 from a transcriptional inhibitor to a transactivator for HIV transcription. Additionally, we observed that the phosphorylation of TRIM28 (p-TRIM28, S824) promotes the transition from the pausing phase to the elongation phase of HIV transcription, thereby facilitating the production of full-length HIV genomic transcripts. This finding corroborates the previously observed enhanced RNAP II CTD phosphorylation at Ser2, a marker of transcriptional elongation, following cocaine exposure. Accordingly, upon cocaine treatment, we observed the elevated recruitment of p-TRIM28-(S824) at the HIV LTR. Overall, our results unravel the intricate molecular mechanisms underlying cocaine-induced HIV transcription and gene expression. These findings hold promise for the development of highly targeted therapeutics aimed at mitigating the detrimental effects of cocaine in individuals living with HIV. Full article
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14 pages, 3867 KiB  
Article
Improving Consumer Health Search with Field-Level Learning-to-Rank Techniques
by Hua Yang and Teresa Gonçalves
Information 2024, 15(11), 695; https://doi.org/10.3390/info15110695 - 3 Nov 2024
Viewed by 839
Abstract
In the area of consumer health search (CHS), there is an increasing concern about returning topically relevant and understandable health information to the user. Besides being used to rank topically relevant documents, Learning to Rank (LTR) has also been used to promote understandability [...] Read more.
In the area of consumer health search (CHS), there is an increasing concern about returning topically relevant and understandable health information to the user. Besides being used to rank topically relevant documents, Learning to Rank (LTR) has also been used to promote understandability ranking. Traditionally, features coming from different document fields are joined together, limiting the performance of standard LTR, since field information plays an important role in promoting understandability ranking. In this paper, a novel field-level Learning-to-Rank (f-LTR) approach is proposed, and its application in CHS is investigated by developing thorough experiments on CLEF’ 2016–2018 eHealth IR data collections. An in-depth analysis of the effects of using f-LTR is provided, with experimental results suggesting that in LTR, title features are more effective than other field features in promoting understandability ranking. Moreover, the fused f-LTR model is compared to existing work, confirming the effectiveness of the methodology. Full article
(This article belongs to the Special Issue Artificial Intelligence and Data Science for Health)
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16 pages, 19206 KiB  
Article
Bioinformatics Analysis of the Panax ginseng Cyclophilin Gene and Its Anti-Phytophthora cactorum Activity
by Yu Zhao, Jiahong Lu, Yuming Wang, Kaiwen Hao, Zhimei Liu, Ge Hui and Tianxia Sun
Plants 2024, 13(19), 2731; https://doi.org/10.3390/plants13192731 - 29 Sep 2024
Viewed by 1120
Abstract
In this paper, Panax ginseng cyclophilin (PgCyP) was successfully obtained through a genetic engineering technique. A bioinformatics method was used to analyze the physicochemical properties and structure of PgCyP. The results showed that PgCyP belongs to the cyclophilin gene family. The protein [...] Read more.
In this paper, Panax ginseng cyclophilin (PgCyP) was successfully obtained through a genetic engineering technique. A bioinformatics method was used to analyze the physicochemical properties and structure of PgCyP. The results showed that PgCyP belongs to the cyclophilin gene family. The protein encoded by the PgCyP gene contains the active site of PPIase (R62, F67, and H133) and a binding site for cyclosporine A (W128). The relative molecular weight of PgCyP is 187.11 bp; its theoretical isoelectric point is 7.67, and it encodes 174 amino acids. The promoter region of PgCyP mainly contains the low-temperature environmental stress response (LTR) element, abscisic acid-responsive cis-acting element (ABRE), and light-responsive cis-acting element (G-Box). PgCyP includes a total of nine phosphorylation sites, comprising four serine phosphorylation sites, three threonine phosphorylation sites, and two tyrosine phosphorylation sites. PgCyP was recombined and expressed in vitro, and its recombinant expression was investigated. Furthermore, it was found that the recombinant PgCyP protein could effectively inhibit the germination of Phytophthora cactorum spores and the normal growth of Phytophthora cactorum mycelia in vitro. Further experiments on the roots of susceptible Arabidopsis thaliana showed that the PgCyP protein could improve the resistance of arabidopsis to Phytophthora cactorum. The findings of this study provide a basis for the use of the PgCyP protein as a new type of green biopesticide. Full article
(This article belongs to the Special Issue Bioinformatics and Functional Genomics in Modern Plant Science)
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17 pages, 2194 KiB  
Article
Long Terminal Repeats of Gammaretroviruses Retain Stable Expression after Integration Retargeting
by Dalibor Miklík, Martina Slavková, Dana Kučerová, Chahrazed Mekadim, Jakub Mrázek and Jiří Hejnar
Viruses 2024, 16(10), 1518; https://doi.org/10.3390/v16101518 - 25 Sep 2024
Cited by 1 | Viewed by 1260
Abstract
Retroviruses integrate into the genomes of infected host cells to form proviruses, a genetic platform for stable viral gene expression. Epigenetic silencing can, however, hamper proviral transcriptional activity. As gammaretroviruses (γRVs) preferentially integrate into active promoter and enhancer sites, the high transcriptional activity [...] Read more.
Retroviruses integrate into the genomes of infected host cells to form proviruses, a genetic platform for stable viral gene expression. Epigenetic silencing can, however, hamper proviral transcriptional activity. As gammaretroviruses (γRVs) preferentially integrate into active promoter and enhancer sites, the high transcriptional activity of γRVs can be attributed to this integration preference. In addition, long terminal repeats (LTRs) of some γRVs were shown to act as potent promoters by themselves. Here, we investigate the capacity of different γRV LTRs to drive stable expression within a non-preferred epigenomic environment in the context of diverse retroviral vectors. We demonstrate that different γRV LTRs are either rapidly silenced or remain active for long periods of time with a predominantly active proviral population under normal and retargeted integration. As an alternative to the established γRV systems, the feline leukemia virus and koala retrovirus LTRs are able to drive stable, albeit intensity-diverse, transgene expression. Overall, we show that despite the occurrence of rapid silencing events, most γRV LTRs can drive stable expression outside of their preferred chromatin landscape after retrovirus integrations. Full article
(This article belongs to the Section General Virology)
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14 pages, 23967 KiB  
Article
Potential of Anti-Leukotriene Drugs as New Therapeutic Agents for Inhibiting Cholangiocarcinoma Progression
by Yusuke Kito, Kenta Kachi, Michihiro Yoshida, Yasuki Hori, Akihisa Kato, Hidenori Sahashi, Tadashi Toyohara, Kayoko Kuno, Akihisa Adachi, Kenji Urakabe and Hiromi Kataoka
Molecules 2024, 29(14), 3379; https://doi.org/10.3390/molecules29143379 - 18 Jul 2024
Cited by 1 | Viewed by 1566
Abstract
Cholangiocarcinoma (CCA) is a cancer with a poor prognosis due to difficulties in diagnosis and limited treatment options, highlighting the urgent need for new targeted therapies. In a clinical setting, we found that leukotriene levels in bile were higher than in serum. Immunohistochemical [...] Read more.
Cholangiocarcinoma (CCA) is a cancer with a poor prognosis due to difficulties in diagnosis and limited treatment options, highlighting the urgent need for new targeted therapies. In a clinical setting, we found that leukotriene levels in bile were higher than in serum. Immunohistochemical analysis of surgically resected samples also revealed that CysLT receptor 1 (CysLTR1) was more highly expressed in CCA than in normal bile duct tissue, prompting us to investigate leukotriene as a potential therapeutic target in CCA. In vitro studies using CCA cell lines expressing CysLTR1 showed that leukotriene D4, a major ligand of CysLTR1, promoted cell proliferation, with increased phosphorylation of AKT and extracellular signal-regulated kinase 1/2 (ERK1/2). Additionally, treatment with two clinically available anti-allergic drugs—zileuton, an inhibitor of CysLT formation, and montelukast, a CysLTR1 inhibitor—had inhibitory effects on cell proliferation and migratory capacity, accompanied by the reduced phosphorylation of AKT and ERK1/2. Furthermore, the simultaneous administration of both drugs synergistically enhanced the inhibitory effect on cell proliferation. Our study suggests that use of these drugs may represent a novel approach to treat CCA through drug repositioning. Full article
(This article belongs to the Section Medicinal Chemistry)
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21 pages, 6208 KiB  
Article
Genome-Wide Identification of APX Gene Family in Citrus maxima and Expression Analysis at Different Postharvest Preservation Times
by Yu Zhang, Yujiao Peng, Huixin Zhang, Qiuyu Gao, Fangfei Song, Xueyu Cui and Fulei Mo
Genes 2024, 15(7), 911; https://doi.org/10.3390/genes15070911 - 12 Jul 2024
Cited by 2 | Viewed by 1693
Abstract
Ascorbate peroxidase (APX) is a crucial enzyme involved in cellular antioxidant defense and plays a pivotal role in modulating reactive oxygen species (ROS) levels under various environmental stresses in plants. This study utilized bioinformatics methods to identify and analyze the APX gene family [...] Read more.
Ascorbate peroxidase (APX) is a crucial enzyme involved in cellular antioxidant defense and plays a pivotal role in modulating reactive oxygen species (ROS) levels under various environmental stresses in plants. This study utilized bioinformatics methods to identify and analyze the APX gene family of pomelo, while quantitative real-time PCR (qRT-PCR) was employed to validate and analyze the expression of CmAPXs at different stages of fruit postharvest. This study identified 96 members of the CmAPX family in the entire pomelo genome, with uneven distribution across nine chromosomes and occurrences of gene fragment replication. The subcellular localization includes peroxisome, cytoplasm, chloroplasts, and mitochondria. The CmAPX family exhibits a similar gene structure, predominantly consisting of two exons. An analysis of the upstream promoter regions revealed a significant presence of cis-acting elements associated with light (Box 4, G-Box), hormones (ABRE, TCA-element), and stress-related (MBS, LTR, ARE) responses. Phylogenetic and collinearity analyses revealed that the CmAPX gene family can be classified into three subclasses, with seven collinear gene pairs. Furthermore, CmAPXs are closely related to citrus, pomelo, and lemon, followed by Arabidopsis, and exhibit low homology with rice. Additionally, the transcriptomic heat map and qPCR results revealed that the expression levels of CmAPX57, CmAPX34, CmAPX50, CmAPX4, CmAPX5, and CmAPX81 were positively correlated with granulation degree, indicating the activation of the endogenous stress resistance system in pomelo cells by these genes, thereby conferring resistance to ROS. This finding is consistent with the results of GO enrichment analysis. Furthermore, 38 miRNAs were identified as potential regulators targeting the CmAPX family for post-transcriptional regulation. Thus, this study has preliminarily characterized members of the APX gene family in pomelo and provided valuable insights for further research on their antioxidant function and molecular mechanism. Full article
(This article belongs to the Collection Feature Papers: 'Plant Genetics and Genomics' Section)
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