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The geranium genus: A comprehensive study on ethnomedicinal uses, phytochemical compounds, and pharmacological importance 天竺葵属:关于民族药用、植物化学成分和药理重要性的综合研究
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-28 DOI: 10.1016/j.sjbs.2024.103940
Bader Alshehri

The geranium genus consists of about 400 species, which have been utilized for a long time in ancient medical practices throughout the world. As a result, herbal medications based on species are commonly utilized to treat a range of illnesses. This investigation aims to provide an extensive assessment of the literature on the phytochemistry, ethnomedicinal and pharmacological importance of the genus Geranium. Data were collected through systemic computer searches among the most reputable scientific databases, Web of Science, Google Scholar, and Scopus. Occasionally, information published as peer-reviewed literature was added to data from sources that these databases do not include. This review includes all published works through the end of 2022. The assessment of the biological characteristics of medicinal plant species in the genus Geranium has received a great deal of attention, primarily in the last 20 years, in tandem with the growing interest in herbal remedies in general. The detailed and systematic comparative analysis presented here provides valuable information on the current Geranium species. It paves the way for other beneficial species of Geranium to be studied in the fields of ethnobotany, phytochemistry, and new drug discovery.

天竺葵属约有 400 个品种,长期以来一直被用于世界各地的古代医疗实践中。因此,以这些物种为基础的草药通常被用来治疗一系列疾病。本次调查旨在对有关天竺葵属植物化学、民族医药学和药理学重要性的文献进行广泛评估。数据是通过在最著名的科学数据库 Web of Science、Google Scholar 和 Scopus 中进行系统的计算机搜索收集的。偶尔也会在这些数据库未包含的数据来源中添加作为同行评审文献发表的信息。本综述包括截至 2022 年底的所有出版作品。对天竺葵属药用植物生物特性的评估受到了广泛关注,这主要是在过去 20 年中,随着人们对草药的兴趣日益浓厚。本文所介绍的详细而系统的比较分析为目前的天竺葵物种提供了宝贵的信息。它为民族植物学、植物化学和新药发现领域研究天竺葵的其他有益物种铺平了道路。
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引用次数: 0
Phytochemical and antimicrobial properties of different plants and in silico investigation of their bioactive compounds in wound healing and rheumatism 不同植物的植物化学和抗菌特性及其生物活性化合物在伤口愈合和风湿病中的硅学研究
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-28 DOI: 10.1016/j.sjbs.2024.103942
Roheena Abdullah, Qamar Younas, Afshan Kaleem, Mehwish Iqtedar, Mahwish Aftab, Faiza Saleem

In the current study the assessment of the antimicrobial and phytochemical properties of Cassia fistula, Musa paradisiaca, Ficus religiosa and Murraya koenigii plants extracts was carried out. The antibacterial potential of these plants extracts was tested against S. aureus and E. coli. The Cassia fistula and Ficus religiosa leaves showed the larger zone of inhibition in aqueous and butanolic extract respectively against Escherichia coli. Musa paradisiaca and Murraya koenigii leaves showed larger zone of inhibition in ethanolic extract against S. aureus. Qualitative phytochemical analysis showed the presence of alkaloids, flavonoids, phenols, terpenoids, steroids, glycosides, saponins, carbohydrates, proteins and tannins in all extracts while phylobatannins, emodins, anthocyanins and leucoanthocyanins were not present in these extracts. Quantitative phytochemical analysis showed the highest alkaloid content in the Murraya koenigii leaves. Highest tannin content and flavonoid content was found in Ficus religiosa leaves, while highest phenolic content was found in case of Cassia fistula. In addition to this antioxidant potential of all the extracts was determined. Musa paradisiaca leaves showed highest antioxidant potential as compared to other plant extracts. In silico analysis of bioactive components present in plant extracts was performed by molecular docking. The rutin and Glu from Musa paradisiaca and Murraya koenigii respectively, were docked with Glycogen Synthase Kinase 3 beta (1GSK-3beta) protein. Quercetin and rutin from Cassia fistula and Ficus religiosa respectively, were docked with C- reactive protein (CRP). The tested bioactive compounds showed good binding affinity with significant number of hydrogen bonds and can be used as a good alternative of synthetic drugs to treat rheumatism and wounds.

在本研究中,对拳果、天堂木、榕树和鹅掌楸植物提取物的抗菌和植物化学特性进行了评估。测试了这些植物提取物对金黄色葡萄球菌和大肠杆菌的抗菌潜力。在水提取物和丁醇提取物中,决明子和榕树叶对大肠杆菌的抑制区分别较大。麝香草和鹅掌楸叶在乙醇提取物中对金黄色葡萄球菌的抑制面积较大。定性植物化学分析显示,所有提取物中都含有生物碱、黄酮类、酚类、萜类、甾体类、苷类、皂苷、碳水化合物、蛋白质和单宁,而植物单宁、大黄素、花青素和白花青素不存在于这些提取物中。定量植物化学分析显示,墨角兰叶中的生物碱含量最高。榕树叶中的单宁和黄酮含量最高,而决明子叶中的酚含量最高。此外,还测定了所有提取物的抗氧化潜力。与其他植物提取物相比,巴西麝香叶的抗氧化潜力最高。通过分子对接对植物提取物中的生物活性成分进行了硅学分析。麝香草和鹅掌楸中的芦丁和甘露分别与糖原合成酶激酶 3 beta(1GSK-3beta)蛋白对接。槲皮素和芦丁分别来自肉桂和薜荔,与 C 反应蛋白(CRP)对接。所测试的生物活性化合物显示出良好的结合亲和力和大量的氢键,可用作治疗风湿病和伤口的合成药物的良好替代品。
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引用次数: 0
Genetic variability and diversity analysis in Oryza sativa L. genotypes using quantitative traits and SSR markers 利用数量性状和 SSR 标记分析 Oryza sativa L. 基因型的遗传变异性和多样性
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-28 DOI: 10.1016/j.sjbs.2024.103944
Adel A. Rezk , Heba I. Mohamed , Hossam S. El-Beltagi

The present study was aimed at evaluating the genetic variation and population structure in a collection of 22 rice genotypes. Twenty-two rice genotypes were assessed using quantitative traits and SSR molecular markers for genetic variability and genetic diversity. As for genetic diversity, the genotypes were clarified based on twelve quantitative traits. Clustering produced two large groups: the IR70423-169-2-2 variety was in a branch alone due to its long duration, while, the second group included all rest of genotypes and was split up into two sub-groups. The first sub-group included IR67418-131-2-3-3-3, IR67420-206-3-1-3-3, Giza181, Giza182, Sakha104, and P1044-86-5-3-3-2M. However, pedigree played in divided clustering with Giza181 and Giza182, which were belonging to the Indica type and produced from the same parents. SSR markers produced 87 alleles, with a mean of 4.3 alleles per locus, which were detected in 22 rice genotypes. A higher number of alleles were found with primers RM262, RM244, RM3843, RM212, and RM3330. With an overall mean of 0.837, the polymorphic information content values were high for all SSR markers, ranging from a low of 0.397 for M254 to a high of 0.837 for RM244. The dendogram was divided into six groups according to the types of genotypes, with the pedigree playing a major role for the genetic distance. In order to help breeders choose parents and create suitable hybrids to achieve genetic improvement in crops, particularly rice, SSR is a useful technique for analysing genotype diversity and aiding in the genetic fingerprinting of each variety.

本研究旨在评估一组 22 个水稻基因型的遗传变异和种群结构。利用数量性状和 SSR 分子标记对 22 个水稻基因型的遗传变异性和遗传多样性进行了评估。在遗传多样性方面,根据 12 个数量性状明确了基因型。聚类产生了两个大组:IR70423-169-2-2 品种由于持续时间长而单独成为一个分支,而第二组包括所有其他基因型,并分成两个亚组。第一组包括 IR67418-131-2-3-3-3、IR67420-206-3-1-3-3、Giza181、Giza182、Sakha104 和 P1044-86-5-3-3-2M。然而,血统与 Giza181 和 Giza182 起着划分聚类的作用,它们属于籼型,由相同的亲本产生。SSR 标记产生了 87 个等位基因,平均每个位点有 4.3 个等位基因,在 22 个水稻基因型中检测到了这些等位基因。引物 RM262、RM244、RM3843、RM212 和 RM3330 产生的等位基因较多。所有 SSR 标记的多态性信息含量总平均值为 0.837,从 M254 的 0.397 到 RM244 的 0.837。根据基因型类型将树枝图分为六组,其中血统对遗传距离起主要作用。为了帮助育种者选择亲本和培育合适的杂交种,实现作物(尤其是水稻)的遗传改良,SSR 是分析基因型多样性和帮助每个品种建立遗传指纹的有用技术。
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引用次数: 0
A novel approach to insulin delivery via oral route: Milk fat globule membrane derived liposomes as a delivery vehicle 通过口服途径输送胰岛素的新方法:将牛奶脂肪球膜衍生脂质体作为给药载体
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-28 DOI: 10.1016/j.sjbs.2024.103945
Shaheer Shafiq , Maisa Siddiq Abduh , Fareeha Iqbal , Kousain Kousar , Sadia Anjum , Tahir Ahmad

The current research endeavor seeks to unlock the potential of orally administered insulin formulations by utilizing liposomes derived from the fat globule membrane (MFGM) of camel milk as carriers for insulin. This pursuit emerges as a result of the recognized limitations of subcutaneous insulin therapy. The liposomes were meticulously created using the thin film hydration method, followed by comprehensive chemical and morphological analyses. Additionally, comprehensive safety assessments were carried out in vitro and in vivo, revealing significant findings.

The Fourier-transform infrared (FTIR) spectrum confirmed the presence of insulin within the liposomes, demonstrating changes in their size and charge. The in vitro cytotoxicity analysis, performed on HEK-293 cell lines through the MTT assay, yielded results indicating a cell viability of over 90%. In the in vivo investigation, diabetic rats induced by STZ were utilized to evaluate the effects of the liposomes, revealing substantial reductions in blood glucose levels, bilirubin, alkaline phosphatase (ALP), albumin, and alanine aminotransferase (ALT) levels. Hepatic histopathological assessments showed signs of recovery across all treatment groups, with no observable microscopic changes in renal tissue. This investigation highlights the significant hypoglycemic effects observed in insulin-loaded liposomes derived from MFGM obtained from camel milk when administered orally.

目前的研究工作旨在利用从骆驼奶脂肪球膜(MFGM)中提取的脂质体作为胰岛素载体,发掘口服胰岛素制剂的潜力。这项研究是由于公认的皮下注射胰岛素疗法的局限性而产生的。我们采用薄膜水合法精心制作了脂质体,随后进行了全面的化学和形态分析。傅立叶变换红外光谱(FTIR)证实了脂质体中存在胰岛素,并显示了其大小和电荷的变化。通过 MTT 试验对 HEK-293 细胞系进行的体外细胞毒性分析表明,细胞存活率超过 90%。在体内研究中,利用 STZ 诱导的糖尿病大鼠来评估脂质体的效果,结果显示血糖水平、胆红素、碱性磷酸酶(ALP)、白蛋白和丙氨酸氨基转移酶(ALT)水平均大幅降低。肝脏组织病理学评估显示,所有治疗组都有恢复迹象,肾脏组织没有明显的显微变化。这项研究表明,从骆驼奶中提取的胰岛素脂质体口服后具有明显的降血糖作用。
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引用次数: 0
Analyzing bacterial persistence and dormancy: A bibliometric exploration of 21st century scientific literature 分析细菌的持久性和休眠性:21 世纪科学文献的文献计量学探索
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-26 DOI: 10.1016/j.sjbs.2024.103936
Lienda Bashier Eltayeb

In response to growing concerns about the efficacy of antibiotic treatment, there has been a significant increase in research on bacteria that are resistant to antibiotics over the past two centuries. Such investigations might bring a spotlight on the field's evolution and future prospects. The study was aimed at conducting a measurable bibliometric review of the scientific literature on bacterial persistence and dormancy in the 21st Century. A scientific literature published during 21st Century was analyzed to gain insights into and identify research trends and outputs in persistent bacteria. Bibliometrix (R language package) and the VOS viewer were used to conduct a bibliometric investigation to determine the globally indexed persistent bacteria research output. WoS Core Collection databases were searched for persistent bacteria selected as the subject. A total of 1,160 published documents from 495 sources from the preceding two decades were reviewed. Maximum publications of 112 were observed in 2021 with 860 citations; however, 82 publications appeared in 2015 and were able to get the highest number of citations (4,214), only 43 (3.7%) were single-authored, whereas 1,117 (96.3%) publications are the result of collaborative works. Out of the top 10 countries ranked for publications, the USA took the top spot for the most highly productive country with 435 articles. Dormancy’ appeared 2,351 times, followed by ‘Escherichia coli“ (1,744, and ‘Growth’ 1,184 times) in research publications on bacterial persistence research. The findings from this study will aid in the creation of strategies and guidelines for regulating and avoiding bacterial persistence status.

为了回应人们对抗生素疗效日益增长的担忧,在过去的两个世纪里,对抗生素耐药细菌的研究显著增加。这些研究可能会为该领域的演变和未来前景带来亮点。本研究旨在对 21 世纪有关细菌持久性和休眠的科学文献进行可测量的文献计量学回顾。通过分析 21 世纪发表的科学文献,深入了解并确定持久性细菌的研究趋势和成果。研究使用 Bibliometrix(R 语言包)和 VOS 浏览器进行文献计量学调查,以确定全球索引的持久性细菌研究成果。以持久性细菌为主题检索了 WoS 核心收藏数据库。共审查了过去二十年中 495 个来源的 1 160 篇已发表文献。2021年发表的论文最多,有112篇,被引用860次;然而,2015年发表的82篇论文被引用次数最多(4214次),只有43篇(3.7%)是单篇论文,而1117篇(96.3%)论文是合作成果。在发表论文数量排名前 10 位的国家中,美国以 435 篇文章位居高产国家榜首。在有关细菌持久性研究的论文中,"休眠 "出现了 2351 次,其次是 "大肠杆菌"(1744 次)和 "生长"(1184 次)。这项研究的结果将有助于制定调节和避免细菌持续状态的策略和指南。
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引用次数: 0
Exploring the role and mechanism of potential probiotics in mitigating the shrimp pathogens 探索潜在益生菌在缓解对虾病原体方面的作用和机制
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-20 DOI: 10.1016/j.sjbs.2024.103938
Manishkumar Tamilselvan, Sudhakaran Raja

Shrimp aquaculture has rapidly developed into a significant industry worldwide, providing not only financial gain and high-quality food but also tens of thousands of trained and competent workers. Frequent diseases are now regarded as a significant risk factor for shrimp aquaculture, as they have the potential to significantly reduce shrimp production and result in economic losses. Over the years various traditional methods including the use of antibiotics have been followed to control diseases yet unsuccessful. Probiotic is considered potential supplements for shrimps during farming, they may also act beneficially as disease control and increased production. Probiotics are described as a live microbial supplement that benefits the host by modifying the microbial population associated with the host and its ambient. The present state of research about probiotics demonstrates notable impacts on the immune defences of the host's gastrointestinal system, which play a crucial role in safeguarding against diseases and managing inflammation inside the digestive tract. In the past ten years, many studies on probiotics have been published. However, there is a lack of information about the processes by which probiotics exert their effects in aquaculture systems, with only limited elucidations being offered. This study explores the variety of procedures behind the positive effects of probiotics in shrimp culture. These mechanisms include the augmentation of the immune system, control of growth, antagonistic action against pathogens, competitive exclusion, and modification of the gut microbiota. Mechanisms involved in the probiotic mode of action are mostly interlinked. This provides a greater understanding of the importance of probiotics in shrimp culture as an environmentally friendly practice.

对虾养殖业已迅速发展成为世界上的一个重要产业,不仅提供了经济收益和优质食 品,还提供了数以万计训练有素的合格工人。频繁发生的疾病现在被视为对虾养殖业的一个重要风险因素,因为它们有可能大大降低对虾产量,造成经济损失。多年来,人们一直采用包括使用抗生素在内的各种传统方法来控制疾病,但并不成功。在养殖过程中,益生菌被认为是对虾的潜在补充剂,它们还可以起到控制疾病和提高产量的作用。益生菌被描述为一种活的微生物补充剂,通过改变与宿主及其环境相关的微生物种群而对宿主有益。目前对益生菌的研究表明,益生菌对宿主胃肠道系统的免疫防御功能有显著影响,在预防疾病和控制消化道炎症方面发挥着重要作用。在过去十年中,发表了许多关于益生菌的研究报告。然而,关于益生菌在水产养殖系统中发挥其作用的过程,目前还缺乏相关信息,只有有限的阐释。本研究探讨了益生菌在对虾养殖中产生积极影响的各种过程。这些机制包括增强免疫系统、控制生长、拮抗病原体、竞争排斥和改变肠道微生物群。益生菌作用模式所涉及的机制大多相互关联。这使人们更加了解益生菌作为一种环境友好型做法在对虾养殖中的重要性。
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引用次数: 0
Phyto-therapeutics as anti-cancer agents in breast cancer: Pathway targeting and mechanistic elucidation 作为乳腺癌抗癌药物的植物疗法:途径靶向和机制阐释
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-20 DOI: 10.1016/j.sjbs.2024.103935
Abdullah Almilaibary

Cancer of the breast is the mainly prevalent class of cancer in females diagnosed over the globe. It also happens to be the 2nd most prevalent reason of cancer-related deaths among females worldwide. Some of the most common type’s therapies for carcinoma of the breast involve radiation therapy, chemotherapy, and resection. Many studies are being conducted to develop new therapeutic strategies for better diagnosis of breast cancer. An enormous number of anticancer medications have been developed as a result of growing understanding of the molecular pathways behind the advancement of cancer. Over the past few decades, the general survival rate has not greatly increased due to the usage of chemically manufactured medications. Therefore, in order to increase the effectiveness of current cancer treatments, new tactics and cutting-edge chemoprevention drugs are required. Phytochemicals, which are naturally occurring molecules derived from plants, are important sources for both cancer therapy and innovative medication development. These phytochemicals frequently work by controlling molecular pathways linked to the development and spread of cancer. Increasing antioxidant status, inactivating carcinogens, preventing proliferation, causing cell cycle arrest and apoptosis, and immune system control are some of the specific ways. This primary objective of this review is to provide an overview of the active ingredients found in natural goods, including information on their pharmacologic action, molecular targets, and current state of knowledge. We have given a thorough description of a number of natural substances that specifically target the pathways linked to breast carcinoma in this study. We've conducted a great deal of study on a few natural compounds that may help us identify novel targets for the detection of breast carcinoma.

乳腺癌是全球女性最常见的一类癌症。它也是全球女性因癌症死亡的第二大原因。乳腺癌最常见的治疗方法包括放射治疗、化疗和切除术。为了更好地诊断乳腺癌,许多研究都在开发新的治疗策略。随着人们对癌症发展背后的分子途径认识的不断深入,大量抗癌药物应运而生。在过去的几十年里,由于使用化学药物,一般的存活率并没有大幅提高。因此,为了提高目前癌症治疗的有效性,需要新的战术和最先进的化学预防药物。植物化学物质是从植物中提取的天然分子,是癌症治疗和创新药物开发的重要来源。这些植物化学物质通常通过控制与癌症发展和扩散相关的分子途径发挥作用。提高抗氧化能力、灭活致癌物质、防止增殖、导致细胞周期停止和凋亡以及控制免疫系统是其中的一些具体途径。本综述的主要目的是概述天然药物中的活性成分,包括其药理作用、分子靶点和目前的知识状况。在这项研究中,我们对一些专门针对与乳腺癌相关的途径的天然物质进行了详尽的描述。我们对一些天然化合物进行了大量研究,它们可能有助于我们确定检测乳腺癌的新靶点。
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引用次数: 0
Endophytic fungi of Tradescantia pallida mediated targeting of Multi-Drug resistant human pathogens 苍术内生真菌介导的多重耐药人类病原体靶向治疗
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-20 DOI: 10.1016/j.sjbs.2024.103937
Ranjitha Dhevi V. Sundar , Sathiavelu Arunachalam

Antimicrobial resistance (AMR) has emerged as one of the most serious worldwide public health issues of the twenty-first century. The expeditious rise of AMR has urged the development of new, natural effective therapeutic strategies against drug-resistant pathogens. Endophytic fungi, which inhabit distinctive environments like endosymbiotic relationships with plants, are gaining interest as alternative reservoirs for novel compounds that exhibit a broad range of chemical diversity and unique modes of action by releasing a variety of secondary metabolites with antimicrobial properties. The objective of the current research was to isolate and identify endophytic fungal species from leaves of Tradescantia pallida and to investigate their antagonistic effects on Multi-Drug-Resistant human pathogens. Endophytic fungus TPL11 and TPL14 showed maximum inhibition in agar plug and agar well diffusion assay. The ethyl acetate crude extract effectively suppressed growth of MRSA (Methicillin-resistant Staphylococcus aureus) ATCC 43300,700699 strains and VRE (Vancomycin-resistant Enterococcus) with the Inhibition zone of 22 ± 0.05, 23 ± 0.11 and 24 ± 0.11 mm respectively with minimum inhibitory concentration (MIC) of 3.125 µg/mL. Whereas TPL11 fungus revealed antibiosis of 22 ± 0.05 and 21 ± 0.15 mm against MRSA(ATCC 43300,700699) and 24 ± 0.05 mm for VRE with MIC of 6.25,3.125 and 1.56 μg/mL respectively. The MIC (Minimum inhibitory concentration) index further confirmed that both the extracts were bacteriostatic against MRSA and bactericidal against VRE. The isolates TPL11 and TPL14 were identified as Fusarium oxysporum and Nigrospora sphaerica by 18S rRNA internal transcribed spacer (ITS) sequencing. To our insight, it is the first report to reveal the presence of F.oxysporum and N.sphaerica in T.pallida and their antibacterial activity.

抗菌药耐药性(AMR)已成为二十一世纪全球最严重的公共卫生问题之一。AMR的迅速崛起促使人们开发新的、天然有效的治疗策略来对抗耐药性病原体。内生真菌栖息在独特的环境中,与植物有内共生关系,作为新型化合物的替代贮藏库,它们释放出多种具有抗菌特性的次生代谢物,展现出广泛的化学多样性和独特的作用模式,因而越来越受到关注。当前研究的目的是从苍术叶中分离和鉴定内生真菌物种,并研究它们对具有多重耐药性的人类病原体的拮抗作用。内生真菌 TPL11 和 TPL14 在琼脂塞和琼脂井扩散试验中表现出最大的抑制作用。乙酸乙酯粗提物有效抑制了 MRSA(耐甲氧西林金黄色葡萄球菌)ATCC 43300、700699 株和 VRE(耐万古霉素肠球菌)的生长,抑制区分别为 22±0.05、23±0.11 和 24±0.11mm,最低抑制浓度(MIC)为 3.125µg/mL。而 TPL11 真菌对 MRSA(ATCC 43300、700699)的抗菌区分别为 22±0.05 和 21±0.15mm,对 VRE 的抗菌区为 24±0.05mm,最低抑菌浓度分别为 6.25、3.125 和 1.56μg/mL。最低抑菌浓度(MIC)指数进一步证实,两种提取物都对 MRSA 有抑菌作用,对 VRE 有杀菌作用。通过 18S rRNA 内部转录间隔(ITS)测序,TPL11 和 TPL14 被鉴定为 Fusarium oxysporum 和 Nigrospora sphaerica。据我们了解,这是第一份揭示苍术中存在 F.oxysporum 和 N.sphaerica 及其抗菌活性的报告。
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引用次数: 0
Clinical applications of artificial intelligence in identification and management of bacterial infection: Systematic review and meta-analysis 人工智能在细菌感染识别和管理中的临床应用:系统回顾与荟萃分析
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-14 DOI: 10.1016/j.sjbs.2024.103934
Mohammad Zubair

Pneumonia is declared a global emergency public health crisis in children less than five age and the geriatric population. Recent advancements in deep learning models could be utilized effectively for the timely and early diagnosis of pneumonia in immune-compromised patients to avoid complications. This systematic review and meta-analysis utilized PRISMA guidelines for the selection of ten articles included in this study. The literature search was done through electronic databases including PubMed, Scopus, and Google Scholar from 1st January 2016 till 1 July 2023. Overall studies included a total of 126,610 images and 1706 patients in this meta-analysis. At a 95% confidence interval, for pooled sensitivity was 0.90 (0.85–0.94) and I2 statistics 90.20 (88.56 – 91.92). The pooled specificity for deep learning models' diagnostic accuracy was 0.89 (0.86–––0.92) and I2 statistics 92.72 (91.50 – 94.83). I2 statistics showed low heterogeneity across studies highlighting consistent and reliable estimates, and instilling confidence in these findings for researchers and healthcare practitioners. The study highlighted the recent deep learning models single or in combination with high accuracy, sensitivity, and specificity to ensure reliable use for bacterial pneumonia identification and differentiate from other viral, fungal pneumonia in children and adults through chest x-rays and radiographs.

肺炎已被宣布为五岁以下儿童和老年人群的全球性紧急公共卫生危机。深度学习模型的最新进展可有效用于免疫力低下患者肺炎的及时和早期诊断,以避免并发症。本系统综述和荟萃分析采用了 PRISMA 指南,选择了 10 篇文章纳入本研究。从 2016 年 1 月 1 日至 2023 年 7 月 1 日,通过 PubMed、Scopus 和 Google Scholar 等电子数据库进行了文献检索。本荟萃分析共纳入了 126610 张图片和 1706 名患者。在 95% 的置信区间内,汇总灵敏度为 0.90(0.85-0.94),I2 统计量为 90.20(88.56 - 91.92)。深度学习模型诊断准确性的集合特异性为 0.89(0.86 - 0.92),I2 统计量为 92.72(91.50 - 94.83)。I2统计显示,各研究之间的异质性较低,突出了一致、可靠的估计结果,为研究人员和医疗从业人员带来了信心。该研究强调,最近的深度学习模型可单独或组合使用,具有高准确性、灵敏度和特异性,可确保可靠地用于细菌性肺炎的鉴别,并通过胸部 X 光片和射线照片将儿童和成人肺炎与其他病毒性、真菌性肺炎区分开来。
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引用次数: 0
Cell-free DNA as a potential diagnostic biomarker in academic stress: A case-control study in young adults 作为学业压力潜在诊断生物标志物的无细胞 DNA:一项针对年轻人的病例对照研究
IF 4.4 2区 生物学 Q1 Agricultural and Biological Sciences Pub Date : 2024-01-14 DOI: 10.1016/j.sjbs.2024.103933
Muhammad Adnan Shan , Warda Ishtiaq , Shamsa Kanwal , Muhammad Umer Khan , Ayesha Iftikhar , Samiullah Khan

Background

Stress is a pervasive issue in modern life, affecting both physical and mental health. Identifying biomarkers like cell-free DNA (cfDNA) could provide insights into stress response and help detect individuals at risk for stress-related disorders.

Objective

The aim of this study is to investigate the potential use of cfDNA as a diagnostic biomarker in individuals experiencing stress.

Methodology

A case-control analysis was conducted using convenient sampling on university participants (N = 285 cases, N = 500 controls) aged 18–24. The study assessed haematological and lipid profile parameters using the Sysmex XP-300TM automated analyzer and an automated biochemistry analyzer, and cfDNA was extracted using a standardized in house developed Phenol-Chloroform protocol and estimated using Agarose Gel Electrophoresis and Nanodrop. Statistical analysis was performed using SPSS ver. 21.0.

Results

The results indicated a significant difference between stressed individuals and healthy controls in demographic, haematological and biochemical parameters. Specifically, stressed cases had significantly higher levels of cholesterol, LDL cholesterol, triglycerides, glucose, VLDL cholesterol, and lower levels of HDL compared to healthy controls. Stressed cases also showed significantly elevated levels of circulating cfDNA relative to healthy controls.

Conclusion

These findings suggest that cfDNA may have potential as a diagnostic biomarker for stress.

背景压力是现代生活中一个普遍存在的问题,影响着人们的身心健康。本研究的目的是调查将 cfDNA 作为诊断生物标志物用于经历压力的个体的可能性。方法采用方便取样的方法对 18-24 岁的大学生参与者(N = 285 例,N = 500 例对照)进行了病例对照分析。研究使用 Sysmex XP-300TM 自动分析仪和自动生化分析仪评估了血液和血脂概况参数,并使用内部开发的标准化酚-氯仿方案提取了 cfDNA,然后使用琼脂糖凝胶电泳和 Nanodrop 进行了估算。统计分析使用 SPSS ver.结果表明,在人口统计学、血液学和生化参数方面,应激个体与健康对照组之间存在显著差异。具体而言,与健康对照组相比,应激病例的胆固醇、低密度脂蛋白胆固醇、甘油三酯、葡萄糖、VLDL 胆固醇水平明显升高,而高密度脂蛋白水平则较低。与健康对照组相比,应激病例的循环 cfDNA 水平也明显升高。
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引用次数: 0
期刊
Saudi Journal of Biological Sciences
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