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Authors = Peipei Li

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22 pages, 5939 KiB  
Article
Single-Nucleus Transcriptome Sequencing Unravels Physiological Differences in Holstein Cows Under Different Physiological States
by Peipei Li, Yaqiang Guo, Yanchun Bao, Caixia Shi, Lin Zhu, Mingjuan Gu, Risu Na and Wenguang Zhang
Genes 2025, 16(8), 931; https://doi.org/10.3390/genes16080931 - 3 Aug 2025
Viewed by 111
Abstract
Background: Against the backdrop of the large-scale and intensive development of the livestock industry, enhancing the reproductive efficiency of cattle has become a crucial factor in industrial development. Holstein cows, as the most predominant dairy cattle breed globally, are characterized by high milk [...] Read more.
Background: Against the backdrop of the large-scale and intensive development of the livestock industry, enhancing the reproductive efficiency of cattle has become a crucial factor in industrial development. Holstein cows, as the most predominant dairy cattle breed globally, are characterized by high milk yield and excellent milk quality. However, their reproductive efficiency is comprehensively influenced by a variety of complex factors, and improving their reproductive performance faces numerous challenges. The ovary, as the core organ of the female reproductive system, plays a decisive role in embryonic development and pregnancy maintenance. It is not only the site where eggs are produced and developed but it also regulates the cow’s estrous cycle, ovulation process, and the establishment and maintenance of pregnancy by secreting various hormones. The normal functioning of the ovary is crucial for the smooth development of the embryo and the successful maintenance of pregnancy. Methods: Currently, traditional sequencing technologies have obvious limitations in deciphering ovarian function and reproductive regulatory mechanisms. To overcome the bottlenecks of traditional sequencing technologies, this study selected Holstein cows as the research subjects. Ovarian samples were collected from one pregnant and one non-pregnant Holstein cow, and single-nucleus transcriptome sequencing technology was used to conduct an in-depth study on the ovarian cells of Holstein cows. Results: By constructing a cell type-specific molecular atlas of the ovaries, nine different cell types were successfully identified. This study compared the proportions of ovarian cell types under different physiological states and found that the proportion of endothelial cells decreased during pregnancy, while the proportions of granulosa cells and luteal cells increased significantly. In terms of functional enrichment analysis, oocytes during both pregnancy and non-pregnancy play roles in the “cell cycle” and “homologous recombination” pathways. However, non-pregnant oocytes are also involved in the “progesterone-mediated oocyte maturation” pathway. Luteal cells during pregnancy mainly function in the “cortisol synthesis and secretion” and “ovarian steroidogenesis” pathways; non-pregnant luteal cells are mainly enriched in pathway processes such as the “AMPK signaling pathway”, “pyrimidine metabolism”, and “nucleotide metabolism”. Cell communication analysis reveals that there are 51 signaling pathways involved in the pregnant ovary, with endothelial cells, granulosa cells, and luteal cells serving as the core communication hubs. In the non-pregnant ovary, there are 48 pathways, and the interaction between endothelial cells and stromal cells is the dominant mode. Conclusions: This study provides new insights into the regulatory mechanisms of reproductive efficiency in Holstein cows. The differences in the proportions of ovarian cell types, functional pathways, and cell communication patterns under different physiological states, especially the increase in the proportions of granulosa cells and luteal cells during pregnancy and the specificity of related functional pathways, indicate that these cells play a crucial role in the reproductive process of cows. These findings also highlight the importance of ovarian cells in pathways such as “cell cycle”, “homologous recombination”, and “progesterone-mediated oocyte maturation”, as well as the cell communication mechanisms in regulating ovarian function and reproductive performance. Full article
(This article belongs to the Section Animal Genetics and Genomics)
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17 pages, 1200 KiB  
Article
Biochar-Mediated Effects on Changes in Soil Quality and Microbial Communities
by Mingyu Wu, Mengyuan Wang, Wenxuan Shi, Qian Zhang, Tengfei Guo, Peipei Li, Yanlai Han and Hui Li
Agronomy 2025, 15(8), 1861; https://doi.org/10.3390/agronomy15081861 - 31 Jul 2025
Viewed by 171
Abstract
In a greenhouse experiment, we examined the behavior of biochar in arable soil to demonstrate that these supplements can boost soil carbon storage, as well as to track changes in microbial biomass and identify the microbial communities that use these biochars. In order [...] Read more.
In a greenhouse experiment, we examined the behavior of biochar in arable soil to demonstrate that these supplements can boost soil carbon storage, as well as to track changes in microbial biomass and identify the microbial communities that use these biochars. In order to ascertain if biochar can consistently alter soil microbial activities, we studied the impact of biochar combination treatments on 16S rRNA gene diversity. In soil treated with biochar, there was a rise in the relative abundance of taxa belonging to the phyla Actinobacteria and Gemmatimonadetes, despite the overall diversity decreasing with biochar addition. According to all of these observations, pyrogenic carbon has a major effect on the composition of the soil microbial community and enriches keystone taxa within the parent soil microbial community. Certain species experienced increases throughout the biochar-amended incubation period, despite the total diversity declining following biochar amendments. The phyla Actinobacteria and Gemmatimonadetes increased in the relative abundance of bacteria in soil treated with biochar, according to DNA sequencing of these species. In summary, these findings show that biochar significantly impacts the constitution and composition of the soil microbial community and enriches important taxa within the parent soil microbial community. Full article
(This article belongs to the Section Soil and Plant Nutrition)
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12 pages, 432 KiB  
Review
Adventitious Root Formation in Cuttings: Insights from Arabidopsis and Prospects for Woody Plants
by Peipei Liu, Shili Zhang, Xinying Wang, Yuxuan Du, Qizhouhong He, Yingying Zhang, Lisha Shen, Hongfei Hu, Guifang Zhang and Xiaojuan Li
Biomolecules 2025, 15(8), 1089; https://doi.org/10.3390/biom15081089 - 28 Jul 2025
Viewed by 376
Abstract
Cutting propagation is a commonly employed technology for vegetative reproduction in agricultural, forestry, and horticultural practice. The success of cutting propagation depends on adventitious root (AR) formation—a process whereby roots regenerate from stem cuttings or leaf cuttings. In this review, we summarize the [...] Read more.
Cutting propagation is a commonly employed technology for vegetative reproduction in agricultural, forestry, and horticultural practice. The success of cutting propagation depends on adventitious root (AR) formation—a process whereby roots regenerate from stem cuttings or leaf cuttings. In this review, we summarize the distinct stages of cutting-induced AR formation and highlight the pivotal roles of plant hormones and age in this process. Jasmonic acid (JA) acts as a master trigger for promoting AR formation, while auxin serves as the core regulator, driving AR formation. Furthermore, plant age is a crucial factor determining the regenerative competence of cuttings. Notably, age and JA collaboratively modulate auxin synthesis in cutting-induced AR formation. Overall, this review not only elucidates the molecular mechanisms underlying AR formation but also provides valuable insights for improving efficiency of cutting propagation in various plant species. Full article
(This article belongs to the Section Biological Factors)
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20 pages, 7947 KiB  
Article
Integrated Transcriptomic and Metabolomic Analyses Reveal Key Antioxidant Mechanisms in Dendrobium huoshanense Under Combined Salt and Heat Stress
by Xingen Zhang, Guohui Li, Jun Dai, Peipei Wei, Binbin Du, Fang Li, Yulu Wang and Yujuan Wang
Plants 2025, 14(15), 2303; https://doi.org/10.3390/plants14152303 - 25 Jul 2025
Viewed by 289
Abstract
Combined abiotic stresses often impose greater challenges to plant survival than individual stresses. In this study, we focused on elucidating the physiological and molecular mechanisms underlying the response of Dendrobium huoshanense to combined salt and heat stress by integrating physiological, transcriptomic, and metabolomic [...] Read more.
Combined abiotic stresses often impose greater challenges to plant survival than individual stresses. In this study, we focused on elucidating the physiological and molecular mechanisms underlying the response of Dendrobium huoshanense to combined salt and heat stress by integrating physiological, transcriptomic, and metabolomic analyses. Our results demonstrated that high temperature plays a dominant role in the combined stress response. Physiological assays showed increased oxidative damage under combined stress, accompanied by significant activation of antioxidant enzyme systems (SOD, POD, CAT). Metabolomic analysis revealed significant enrichment of glutathione metabolism and flavonoid biosynthesis pathways, with key antioxidants such as glutathione and naringenin chalcone accumulating under combined stress. Transcriptomic data supported these findings, showing differential regulation of stress-related genes, including those involved in reactive oxygen species scavenging and secondary metabolism. These results highlight a coordinated defense strategy in D. huoshanense, involving both enzymatic and non-enzymatic antioxidant systems to maintain redox homeostasis under combined stress. This study provides novel insights into the molecular mechanisms underlying combined stress tolerance and lays the foundation for improving stress resilience in medicinal orchids. Full article
(This article belongs to the Section Plant Response to Abiotic Stress and Climate Change)
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17 pages, 1599 KiB  
Review
Current Applications and Development of Radiomics in Osteoporosis: A Narrative Review
by Shuyu Liu, He Gong, Peipei Shi, Chenchen Li, Qi Zhang and Jinming Zhang
Appl. Sci. 2025, 15(13), 7604; https://doi.org/10.3390/app15137604 - 7 Jul 2025
Viewed by 398
Abstract
Osteoporosis is a prevalent disease among the elderly, with fractures being one of the most serious consequences. Early diagnosis and accurate assessment of fracture risk could help prevent fractures. Radiomics employs advanced image analysis techniques for the development of diagnostic tools, thereby improving [...] Read more.
Osteoporosis is a prevalent disease among the elderly, with fractures being one of the most serious consequences. Early diagnosis and accurate assessment of fracture risk could help prevent fractures. Radiomics employs advanced image analysis techniques for the development of diagnostic tools, thereby improving the accuracy of disease diagnosis and treatment strategies. Specifically, in the application of bone diseases, radiomics has proven effective in the diagnosis and prognostic evaluation of osteoporosis, osteoarthritis, and bone tumors. Radiomics allowed for quantitative characterization of bone geometry, material distribution, and microstructure, making it applicable to osteoporosis as well. In this review, an overview was provided regarding the current progress of radiomics based on clinical bone imaging in osteoporosis, including bone strength assessment, osteoporosis diagnosis, and fracture risk prediction. Additionally, the potential and challenges for their clinical application were summarized. Full article
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10 pages, 2216 KiB  
Article
A Solid-State Three-Stage Nd:YVO4 Laser Amplifier System Based on AOM Pulse Picker-Integrated Modulator
by Zhenyu Li, Yawen Zheng, Zhengtao Zhang, Peipei Lu, Zhen Zeng, Zhongsheng Zhai and Boya Xie
Quantum Beam Sci. 2025, 9(3), 22; https://doi.org/10.3390/qubs9030022 - 1 Jul 2025
Viewed by 311
Abstract
In recent years, ultrafast bursts with high power have been applied in many significant fields. However, the peak power of the pulse train generated by fiber lasers is limited by fiber characteristics from nonlinear effects, which can only be at the level of [...] Read more.
In recent years, ultrafast bursts with high power have been applied in many significant fields. However, the peak power of the pulse train generated by fiber lasers is limited by fiber characteristics from nonlinear effects, which can only be at the level of milliwatt. In this research, the pulse frequency is reduced by an AOM pulse picker-integrated modulator. With M2 and pulse width guaranteed, the frequency of the reduced pulse train is amplified by a solid-state three-stage Nd:YVO4 amplifier system. Finally, the peak power of the pulse train is increased. The final output pulse repetition rate of the experiment is 1 MHz with a pulse width of 8.09 picoseconds and a peak power of up to 3.7 MW. Full article
(This article belongs to the Section High-Power Laser Physics)
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21 pages, 640 KiB  
Review
Advances in Contraceptive Vaccine Development: A Comprehensive Review
by Wen Gao, Xiaoting Shen, Peipei Li, Chanchan Xiao and Yongxia Wang
Vaccines 2025, 13(7), 692; https://doi.org/10.3390/vaccines13070692 - 26 Jun 2025
Viewed by 679
Abstract
The issues of uncontrolled global population growth and unintended pregnancies are severe, and the existing contraceptive methods have numerous limitations, making the development of novel contraceptive technologies urgent. Contraceptive vaccines offer a promising alternative to traditional contraception methods. This article reviews the three [...] Read more.
The issues of uncontrolled global population growth and unintended pregnancies are severe, and the existing contraceptive methods have numerous limitations, making the development of novel contraceptive technologies urgent. Contraceptive vaccines offer a promising alternative to traditional contraception methods. This article reviews the three developmental stages of contraceptive vaccines, including early exploration, technical bottlenecks, and innovative development directions in the new era. This article also summarizes the targets of immunocontraception, covering the current research status of contraceptive vaccines targeting sperm production, sperm antigens, oocyte zona pellucida, and gamete outcomes. Furthermore, this article explores the advantages of contraceptive vaccines in terms of efficiency, non-invasiveness, reversibility, and the promotion of gender equality. Challenges associated with clinical translation and real-world implementation are also critically analyzed. Full article
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18 pages, 8142 KiB  
Article
Influence of Principal Stress Orientation on Cyclic Degradation of Soft Clay Under Storm Wave Loading
by Chengcong Hu, Feng Gao, Biao Huang, Peipei Li, Zheng Hu and Kun Pan
J. Mar. Sci. Eng. 2025, 13(7), 1227; https://doi.org/10.3390/jmse13071227 - 26 Jun 2025
Viewed by 305
Abstract
Coastal marine soft clays subjected to long-term storm wave loading often exhibit inclined initial principal stress orientation (α0) and subsequent cyclic principal stress rotation (PSR). These stress states critically influence soil mechanical behavior and failure mechanisms, threatening offshore structural stability. [...] Read more.
Coastal marine soft clays subjected to long-term storm wave loading often exhibit inclined initial principal stress orientation (α0) and subsequent cyclic principal stress rotation (PSR). These stress states critically influence soil mechanical behavior and failure mechanisms, threatening offshore structural stability. This study employs hollow cylinder apparatus testing to investigate the undrained cyclic loading behavior of reconstituted soft clay under controlled α0 and PSR conditions, simulating storm wave-induced stress paths. Results demonstrate that α0 governs permanent pore pressure and vertical strain accumulation with distinct mechanisms, e.g., a tension-dominated response with gradual pore pressure rise at α0 < 45° transitions to a compression-driven rapid strain accumulation at α0 > 45°. Rotational loading with PSR significantly intensifies permanent strain accumulation and stiffness degradation rates, exacerbating soil’s anisotropic behavior. Furthermore, the stiffness degradation index tends to uniquely correlate with the permanent axial or shear strain, which can be quantified by an exponential relationship that is independent of α0 and PSR, providing a unified framework for normalizing stiffness evolution across diverse loading paths. These findings advance the understanding of storm wave-induced degradation behavior of soft clay and establish predictive tools for optimizing marine foundation design under cyclic loading. Full article
(This article belongs to the Section Coastal Engineering)
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20 pages, 3980 KiB  
Article
A Single-Chain Variable Fragment Antibody Alleviates Inflammation and Apoptosis of Neurons by Inhibiting Tau Aggregation
by Zongbao Wang, Jingye Lin, Peipei Chang, Mingzhu Sun and Sen Li
Biomolecules 2025, 15(6), 872; https://doi.org/10.3390/biom15060872 - 15 Jun 2025
Viewed by 615
Abstract
Tau pathology is one of the main pathological features of Alzheimer’s disease (AD). Intracellular Tau may be released to the extracellular space upon neuron degeneration, where it has the potential to be toxic to other neurons. The propagation of Tau pathology, mediated by [...] Read more.
Tau pathology is one of the main pathological features of Alzheimer’s disease (AD). Intracellular Tau may be released to the extracellular space upon neuron degeneration, where it has the potential to be toxic to other neurons. The propagation of Tau pathology, mediated by extracellular Tau aggregates, may underlie the pathogenesis of AD. Antibody therapies targeting Tau proteins are, therefore, considered highly promising. In this study, the cytotoxicity of extracellular Tau aggregates on SH-SY5Y cells was examined. The effect of extracellular Tau aggregates on intracellular Tau aggregation was also studied using a FRET-based assay. The extracellular Tau aggregates were found to cause intracellular Tau aggregation after entering the cells; meanwhile, ROS (reactive oxygen species) induced by Tau aggregates facilitated this process. A single-chain variable fragment antibody (scFv T1) inhibits Tau aggregation both extracellularly and intracellularly. ScFv T1 also inhibited the accumulation of ROS and alleviated the inflammation and apoptosis induced by Tau aggregates. These findings could provide experimental support for the study of neurotoxicity and related mechanisms of extracellular Tau aggregates, in addition to providing insights into the development of novel therapeutic agents to treat AD. Full article
(This article belongs to the Section Chemical Biology)
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17 pages, 1412 KiB  
Article
The Relationship Between Protein Fraction Contents and Immune Cells in Milk
by Haitong Wang, Xiaoli Ren, Li Liu, Zhuo Yang, Chunfang Li, Xiangnan Bao, Ayihumaer Amantuer, Peipei Wen, Dongwei Wang and Shujun Zhang
Animals 2025, 15(11), 1578; https://doi.org/10.3390/ani15111578 - 28 May 2025
Viewed by 364
Abstract
Mastitis significantly impacts both the yield and quality of milk. The somatic cell count (SCC) and differential somatic cell count (DSCC), which are related to immune cells, are primary indicators for assessing mammary gland health. In this study, eight previously established mid-infrared spectroscopy [...] Read more.
Mastitis significantly impacts both the yield and quality of milk. The somatic cell count (SCC) and differential somatic cell count (DSCC), which are related to immune cells, are primary indicators for assessing mammary gland health. In this study, eight previously established mid-infrared spectroscopy models were utilized to predict the content of milk protein fractions (αs1-CN, β-CN, κ-CN, total CN, α-LA, β-LG, IgG, and LF) in milk samples from 21,388 lactating cows across 33 herds. Four linear mixed models were applied to analyze the secretion patterns of milk protein fractions by days in milk (DIM) and parity, their variations under different mastitis conditions, and their associations with the somatic cell score (SCS), DSCC, and immune cell counts (PMN + LYM score (PMN + LYMS) and MAC score (MACS)). The primary findings of the investigation comprised the following: (1) IgG was higher in early lactation, decreased with advancing lactation days, and slightly increased in late lactation, while seven other protein factions decreased from early to peak lactation and increased during mid-to-late lactation. Parity influenced all milk protein fractions except αs1-CN, with total CN, β-CN, and α-LA decreasing and κ-CN, β-LG, IgG, and LF increasing as parity increased (p < 0.05). (2) Mastitis significantly reduced the milk yield, fat percentage, protein percentage, and the contents of total CN, β-CN, κ-CN, and α-LA while increasing β-LG, IgG, and LF. (3) The SCS was negatively correlated with milk yield and α-LA but positively correlated with the fat percentage, protein percentage, κ-CN, β-LG, IgG, and LF. (4) When the DSCC increased to 50%, the milk yield decreased, while the milk protein percentage and κ-CN content significantly increased (p < 0.05). When the DSCC exceeded 50%, the fat percentage, protein percentage, total casein, αs1-CN, β-CN, κ-CN, β-LG, IgG, and LF decreased, while the α-LA content increased (p < 0.05). (5) When the PMN + LYMS increased, the milk yield and α-LA content rose, while the milk fat percentage, the milk protein percentage, and the contents of αs1-CN, β-CN, κ-CN, total CN, β-LG, IgG, and LF decreased (p < 0.05). Conversely, when the MACS increased, the milk yield and α-LA content declined, whereas the milk fat percentage, the milk protein percentage, and the contents of αs1-CN, β-CN, κ-CN, total CN, β-LG, IgG, and LF increased (p < 0.05). This study offers valuable insights into enhancing milk product quality, advancing the early diagnosis and mechanistic research of bovine mastitis, and the sustainable development of the dairy farming industry. Full article
(This article belongs to the Special Issue Sustainable Animal Production and Product Quality)
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19 pages, 6793 KiB  
Article
Identification and Analysis of Endoplasmic-Reticulum-Stress- and Salt-Stress-Related Genes in Solanum tuberosum Genome: StbZIP60 Undergoes Splicing in Response to Salt Stress and ER Stress
by Peiyan Guan, Dongbo Zhao, Chenxi Zhang, Zhennan Qiu, Qingshuai Chen, Inna P. Solyanikova, Peinan Sun, Peipei Cui, Ru Yu, Xia Zhang, Yanmei Li and Linshuang Hu
Agronomy 2025, 15(5), 1224; https://doi.org/10.3390/agronomy15051224 - 17 May 2025
Viewed by 588
Abstract
Salt stress can trigger endoplasmic reticulum (ER) stress and affect potato yield. The endomembrane system is tightly regulated in response to salt stress for maintaining cellular homeostasis. However, little is known about the genes involved in the ER-mediated cytoprotective pathways in potato plants. [...] Read more.
Salt stress can trigger endoplasmic reticulum (ER) stress and affect potato yield. The endomembrane system is tightly regulated in response to salt stress for maintaining cellular homeostasis. However, little is known about the genes involved in the ER-mediated cytoprotective pathways in potato plants. Previously characterized genes involved in the ER stress signaling pathway in Arabidopsis were used as prototypes. We identified 29 genes involved in ER stress response in the potato genome. Transcriptome data analysis showed that the expression levels of related genes were significantly different in different tissues. Most genes can response to β-aminobutyric acid, benzothiadiazole, salt, and mannitol. qRT-PCR assay revealed that they could respond to NaCl and tunicamycin, which was consistent with the fact that the promoter region of related genes contained ER-stress- and abiotic-stress-related cis-elements. Furthermore, we found that StbZIP60 has a splicing form, StbZIP60s, under salt and ER stress, which can be spliced at the CxGxxG site in the C terminus to create a frame shift through the excision of 23 base pairs. StbZIP60 is localized in the cytoplasm and nucleus, whereas most of the StbZIP60s translocated to the nucleus. This study provides a basis for further analyses of the functions of salt-stress- and ER-stress-related genes in potato plants. Full article
(This article belongs to the Section Plant-Crop Biology and Biochemistry)
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31 pages, 3404 KiB  
Review
Different Forms of Regulated Cell Death in Type-2-Diabetes-Mellitus-Related Osteoporosis: A Focus on Mechanisms and Therapeutic Strategies
by Chenchen Li, He Gong, Peipei Shi, Shuyu Liu and Qi Zhang
Int. J. Mol. Sci. 2025, 26(9), 4417; https://doi.org/10.3390/ijms26094417 - 6 May 2025
Viewed by 1058
Abstract
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder with a high prevalence and challenging treatment options. It significantly affects the function of various organs, including bones, and imposes substantial social and economic costs. Chronic hyperglycemia, insulin resistance, and abnormalities in glucolipid [...] Read more.
Type 2 diabetes mellitus (T2DM) is a chronic metabolic disorder with a high prevalence and challenging treatment options. It significantly affects the function of various organs, including bones, and imposes substantial social and economic costs. Chronic hyperglycemia, insulin resistance, and abnormalities in glucolipid metabolism can lead to cellular damage within the body. Bone dysfunction represents a significant characteristic of diabetic osteoporosis (DOP). Recent studies confirm that cell death is a critical factor contributing to bone damage. Regulated cell death (RCD) is a highly controlled process that involves numerous proteins and specific signaling cascades. RCD processes, including apoptosis, autophagy, necroptosis, pyroptosis, ferroptosis, and cuproptosis, may be linked to the dysfunction of bone cells in T2DM. In this review, the cell death types of bone cell populations during the pathogenic process of DOP were explored, and the link between cellular RCD processes and the pathogenesis of DOP was further explored. In addition, the research progress on targeting RCD for DOP was summarized in this paper. This may provide a foundation for additional explorations and drug development, as well as new therapeutic concepts for the clinical management of DOP. Full article
(This article belongs to the Section Molecular Endocrinology and Metabolism)
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21 pages, 4032 KiB  
Article
Supplementation of Forskolin and Linoleic Acid During IVC Improved the Developmental and Vitrification Efficiency of Bovine Embryos
by Peipei Zhang, Hang Zhang, Muhammad Shahzad, Hubdar Ali Kolachi, Yupeng Li, Hui Sheng, Xiaosheng Zhang, Pengcheng Wan and Xueming Zhao
Int. J. Mol. Sci. 2025, 26(9), 4151; https://doi.org/10.3390/ijms26094151 - 27 Apr 2025
Viewed by 604
Abstract
The success of assisted reproductive technology is contingent upon the growth potential of embryos post-vitrification process. When compared to in vivo embryos, it has been found that the high intracellular lipid accumulation inside the in vitro-derived embryos results in poor survival during vitrification. [...] Read more.
The success of assisted reproductive technology is contingent upon the growth potential of embryos post-vitrification process. When compared to in vivo embryos, it has been found that the high intracellular lipid accumulation inside the in vitro-derived embryos results in poor survival during vitrification. Based on this finding, the present study assessed the impact of incorporating forskolin and linoleic acid (FL) entering in vitro culture (IVC) on the embryos’ cryo-survival, lipid content, and viability throughout vitrification. Lipid metabolomics and single-cell RNA sequencing (scRNA-seq) techniques were used to determine the underlying mechanism that the therapies were mimicking. It was observed that out of 726 identified lipids, 26 were expressed differentially between the control and FL groups, with 12 lipids upregulated and 14 lipids downregulated. These lipids were classified as Triacylglycerol (TG), Diacylglycerol (DG), Phosphatidylcholine (PC), and so on. A total of 1079 DEGs were detected between the FL and control groups, consisting of 644 upregulated genes and 435 downregulated genes. These DEGs were significantly enhanced in the arachidonic acid metabolism, lipolysis, fatty acid metabolism, cAMP signaling pathway, and other critical developmental pathways. Based on the observation, it was concluded that forskolin and linoleic acid decreased the droplet content of embryos by modulating lipid metabolism, thus enhancing the vitrified bovine embryos’ cryo-survival. Full article
(This article belongs to the Section Molecular Biology)
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17 pages, 4037 KiB  
Article
Identification and Exploration of Pyroptosis-Related Genes in Macrophage Cells Reveal Necrotizing Enterocolitis Heterogeneity Through Single-Cell and Bulk-Sequencing
by Peipei Zhang, Ying Li, Panpan Xu, Peicen Zou, Sihan Sheng, Ruiqi Xiao, Pu Xu, Ying Chen, Yue Du, Lishuang Ma and Yajuan Wang
Int. J. Mol. Sci. 2025, 26(9), 4036; https://doi.org/10.3390/ijms26094036 - 24 Apr 2025
Viewed by 856
Abstract
Necrotizing enterocolitis (NEC) is an acute intestine dysfunction intestinal disorder characterized by inflammation and cell death, including pyroptosis. Previous studies have implicated pyroptosis, particularly via NLRP3 inflammatory activation, and contribute to the development of NEC. However, the genetic and molecular mechanisms underlying pyroptosis [...] Read more.
Necrotizing enterocolitis (NEC) is an acute intestine dysfunction intestinal disorder characterized by inflammation and cell death, including pyroptosis. Previous studies have implicated pyroptosis, particularly via NLRP3 inflammatory activation, and contribute to the development of NEC. However, the genetic and molecular mechanisms underlying pyroptosis in NEC pathogenesis and sequelae remain unclear. Our study aimed to identify the pyroptosis-related cell populations and genes and explore potential therapeutic targets. Single-cell RNA sequencing (scRNA-seq) data were analyzed to identify the cell populations related to NEC and pyroptosis. Weighted gene correlation network analysis (WGCNA) of bulk RNA-seq was performed to identify gene modules associate with pyroptosis. Cell–cell communication was employed to investigate intercellular signaling networks. Gene Set Enrichment Analysis (GSEA) was conducted to compare the pathways enriched in the high and low TREM1-expressing subgroups. Immunofluorescence staining was performed to detect the TREM1+CD163+ macrophages in the intestines. PCR and Western blot were performed to detect the expression of mRNA and proteins in the intestine tissues and cells. scRNA-seq analysis revealed increased macrophage abundance in NEC, with one macrophage cluster (cluster 4) exhibiting a markedly elevated pyroptosis score. WGCNA identified a gene module (MEbrown) that positively correlated with pyroptosis. Five genes (TREM1, TLN1, NOTCH2, MPZL1, and ADA) within this module were identified as potential diagnostic markers of pyroptosis. Furthermore, we identified a novel macrophage subpopulation, TREM1+CD163+, in NEC. Cell–cell communication analysis suggested that TREM1+CD163+ macrophages interact with other cells primarily through the NAMPT/ITGA5/ITGB1 and CCL3/CCR1 pathways. GSEA revealed a significant association between high TREM1 expression and pathways related to pyroptosis, cell proliferation, and inflammation. In vivo and in vitro experiments confirmed an increase in TREM1+CD163+ macrophages in NEC-affected intestines. TREM1 inhibition in THP-1 cells significantly reduced the expression of pro-inflammatory cytokines and pyroptosis-related genes and proteins. We identified the TREM1+CD163+ macrophage population that plays a crucial role in pyroptosis during NEC progression. Our findings elucidate the biological functions and molecular mechanisms of TREM1, demonstrating its upregulation in vivo and pro-pyroptosis effects in vitro. These insights advance our understanding of the role of pyroptosis in NEC pathogenesis and suggest TREM1 is a potential therapeutic target for NEC. Full article
(This article belongs to the Section Molecular Immunology)
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20 pages, 5927 KiB  
Article
Evaluation and Optimization of Urban Street Spatial Quality Based on Street View Images and Machine Learning: A Case Study of the Jinan Old City
by Peipei Li, Yabing Xu, Zichuan Liu, Haitao Jiang and Anzhen Liu
Buildings 2025, 15(9), 1408; https://doi.org/10.3390/buildings15091408 - 22 Apr 2025
Cited by 1 | Viewed by 601
Abstract
As one of the most important urban public spaces, the design and management of streets have shifted from “two-dimensional plan” to “three-dimensional space”, and higher requirements have been put forward for the scale and precision of urban design. The core research question of [...] Read more.
As one of the most important urban public spaces, the design and management of streets have shifted from “two-dimensional plan” to “three-dimensional space”, and higher requirements have been put forward for the scale and precision of urban design. The core research question of this research is how to refine street spatial quality measurement and evaluation based on multitemporal street view images, while providing basic data and corresponding decision support for updates and renovations. “One Garden and Twelve Fangs” in Jinan old city is the core area of the Jinan Commercial Port District. It integrates diverse cultural elements of tradition and modernity, local and foreign, and is of great significance to the cultural inheritance and urban development of Jinan. Nowadays, there is a lack of vitality, lagging development, and shorting of high-quality living service facilities here. How to enhance the overall vitality of the region and drive regional social value is an urgent problem that needs to be solved at present. This research takes the old city area of Jinan as the research scope, constructs a street space quality evaluation model through street view images and machine learning, and establishes the connection between quantitative research on street space quality and urban renewal practice. In this research, the standard system will be supplemented and improved, and the practicality of the application will be enhanced through more refined evaluation models. The evaluation indicators include walkability, green visibility, enclosure, openness, imaginability, coordination, extreme boundary area, and interface transparency. This article provides a feasible framework and paradigm for measuring the quality of large-scale and high-precision street spaces through the combination of big data and artificial intelligence, effectively bridging the gap between spatial quantification research and urban renewal practices. Full article
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