首页 > 最新文献

Journal of King Saud University - Science最新文献

英文 中文
Genome-wide and expression analysis to understand the DUF789 gene family during development of Arabidopsis thaliana 通过全基因组和表达分析了解拟南芥发育过程中的 DUF789 基因家族
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-16 DOI: 10.1016/j.jksus.2024.103478
Madiha Zaynab , Yasir Sharif , Rashid Al-Yahyai , Athar Hussain , Monther Sadder , Kahkashan Perveen , Najat A. Bukhari , Shuangfei Li
Proteins with domains of unknown function (DUF) play an essential role in the growth of plants. However, we conducted a study on the genome-wide identification of DUF789 genes and the functional evolution of different members of the DUF789 gene family in the Arabidopsis thaliana genome. A total of 11 AtDUF789s were discovered in the A. thaliana genome, and a phylogenetic tree was constructed using sequences from A. thaliana, G. max, Vitis vinifera, Solanum tuberosum, Medicago truncatula, and Sorghum bicolor. Gene structure analysis showed that the number of non-coding regions varied between 4 and 5, while the coding pattern ranged from 5 to 6. The promoter of AtDUF789s contains the cis-regulatory elements ABRE, MBS, and LTR, specifically. By analyzing the expression of the 11 AtDUF789s in tissues, we observed that these AtDUF789s were up-regulated in all observed tissues, which may indicate their involvement in plant growth. The study of the DUF789 gene family in A. thaliana provides new and valuable data for plant breeding and molecular studies.
具有未知功能域(DUF)的蛋白质在植物生长过程中起着至关重要的作用。然而,我们对拟南芥基因组中 DUF789 基因的全基因组鉴定以及 DUF789 基因家族不同成员的功能进化进行了研究。在拟南芥基因组中共发现了11个AtDUF789基因,并利用拟南芥、G. max、葡萄、Solanum tuberosum、Medicago truncatula和Sorghum bicolor的序列构建了系统发生树。基因结构分析表明,非编码区的数量在 4 到 5 个之间,而编码模式在 5 到 6 个之间。AtDUF789s 的启动子中特别含有顺式调控元件 ABRE、MBS 和 LTR。通过分析11个AtDUF789s在组织中的表达,我们观察到这些AtDUF789s在所有观察到的组织中都是上调的,这可能表明它们参与了植物的生长。对连作植物中 DUF789 基因家族的研究为植物育种和分子研究提供了新的有价值的数据。
{"title":"Genome-wide and expression analysis to understand the DUF789 gene family during development of Arabidopsis thaliana","authors":"Madiha Zaynab ,&nbsp;Yasir Sharif ,&nbsp;Rashid Al-Yahyai ,&nbsp;Athar Hussain ,&nbsp;Monther Sadder ,&nbsp;Kahkashan Perveen ,&nbsp;Najat A. Bukhari ,&nbsp;Shuangfei Li","doi":"10.1016/j.jksus.2024.103478","DOIUrl":"10.1016/j.jksus.2024.103478","url":null,"abstract":"<div><div>Proteins with domains of unknown function (DUF) play an essential role in the growth of plants. However, we conducted a study on the genome-wide identification of <em>DUF789</em> genes and the functional evolution of different members of the <em>DUF789</em> gene family in the <em>Arabidopsis thaliana</em> genome. A total of 11 <em>AtDUF789s</em> were discovered in the <em>A. thaliana</em> genome, and a phylogenetic tree was constructed using sequences from <em>A. thaliana</em>, <em>G. max, Vitis vinifera, Solanum tuberosum, Medicago truncatula</em>, and <em>Sorghum bicolor.</em> Gene structure analysis showed that the number of non-coding regions varied between 4 and 5, while the coding pattern ranged from 5 to 6. The promoter of <em>AtDUF789s</em> contains the <em>cis</em>-regulatory elements ABRE, MBS, and LTR, specifically. By analyzing the expression of the 11 <em>AtDUF789s</em> in tissues, we observed that these <em>AtDUF789s</em> were up-regulated in all observed tissues, which may indicate their involvement in plant growth. The study of the <em>DUF789</em> gene family in <em>A. thaliana</em> provides new and valuable data for plant breeding and molecular studies.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103478"},"PeriodicalIF":3.7,"publicationDate":"2024-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142534696","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
From kitchen to cosmetics: Study on the physicochemical and antioxidant properties of waste cooking oil-derived soap 从厨房到化妆品:废食用油衍生肥皂的理化和抗氧化特性研究
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-12 DOI: 10.1016/j.jksus.2024.103483
Himanshi Soni , Monika Bhattu , Meenakshi Verma , Manvinder Kaur , Abdullah A. Al-Kahtani , Irfan Hussain Lone , Ajar Nath Yadav , Mohd Ubaidullah
A large amount of used cooking oil (UCO) is improperly disposed of in sewage and rivers, leading to environmental pollution and posing health risks such as carcinogenic diseases. This study explores an eco-friendly approach to addressing this issue by repurposing UCO for laundry soap production, contributing to waste management and environmental decontamination. The soap was prepared by treating UCO with an alkaline solution (NaOH) through a simple saponification process, providing a greener alternative to traditional methods that rely on imported vegetable oils. The prepared soaps were evaluated for cleansing capacity as well as physical, chemical, and physicochemical properties. The results showed moisture content of 9.27 % to 10.34 %, pH ranging from 6.03 to 4.46, chloride percentage from 0.055 % to 0.29 %, free caustic alkali between 0.152 and 0.175, and total alkali content from 0.29 % to 0.73 %. These values meet the requirements of East African Standards (EAS), validating the quality of UCO-based soaps. By diverting UCO from waste streams and utilizing it in soap production, this approach supports waste management, minimizes environmental pollution, and contributes to sustainable production practices.
大量废食用油(UCO)被不适当地丢弃在污水和河流中,导致环境污染,并带来致癌等健康风险。本研究探索了一种解决这一问题的生态友好型方法,即重新利用 UCO 生产洗衣皂,为废物管理和环境净化做出贡献。通过简单的皂化过程,用碱性溶液(NaOH)处理 UCO,制备出肥皂,为依赖进口植物油的传统方法提供了一种更环保的替代方法。对制备的肥皂的清洁能力以及物理、化学和理化特性进行了评估。结果显示,含水量在 9.27 % 到 10.34 % 之间,pH 值在 6.03 到 4.46 之间,氯化物百分比在 0.055 % 到 0.29 % 之间,游离碱在 0.152 到 0.175 之间,总碱含量在 0.29 % 到 0.73 % 之间。这些数值符合东非标准(EAS)的要求,从而验证了以 UCO 为原料的肥皂的质量。通过将 UCO 从废物流中转移出来并将其用于肥皂生产,这种方法有助于废物管理,最大限度地减少环境污染,并有助于可持续生产实践。
{"title":"From kitchen to cosmetics: Study on the physicochemical and antioxidant properties of waste cooking oil-derived soap","authors":"Himanshi Soni ,&nbsp;Monika Bhattu ,&nbsp;Meenakshi Verma ,&nbsp;Manvinder Kaur ,&nbsp;Abdullah A. Al-Kahtani ,&nbsp;Irfan Hussain Lone ,&nbsp;Ajar Nath Yadav ,&nbsp;Mohd Ubaidullah","doi":"10.1016/j.jksus.2024.103483","DOIUrl":"10.1016/j.jksus.2024.103483","url":null,"abstract":"<div><div>A large amount of used cooking oil (UCO) is improperly disposed of in sewage and rivers, leading to environmental pollution and posing health risks such as carcinogenic diseases. This study explores an eco-friendly approach to addressing this issue by repurposing UCO for laundry soap production, contributing to waste management and environmental decontamination. The soap was prepared by treating UCO with an alkaline solution (NaOH) through a simple saponification process, providing a greener alternative to traditional methods that rely on imported vegetable oils. The prepared soaps were evaluated for cleansing capacity as well as physical, chemical, and physicochemical properties. The results showed moisture content of 9.27 % to 10.34 %, pH ranging from 6.03 to 4.46, chloride percentage from 0.055 % to 0.29 %, free caustic alkali between 0.152 and 0.175, and total alkali content from 0.29 % to 0.73 %. These values meet the requirements of East African Standards (EAS), validating the quality of UCO-based soaps. By diverting UCO from waste streams and utilizing it in soap production, this approach supports waste management, minimizes environmental pollution, and contributes to sustainable production practices.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 10","pages":"Article 103483"},"PeriodicalIF":3.7,"publicationDate":"2024-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparison of the cytotoxic impact of samsum ant venom (Brachyponera sennaarensis) administration routes on quantitative histological analysis of thymus 比较桑蚁(Brachyponera sennaarensis)毒液给药途径对胸腺定量组织学分析的细胞毒性影响
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-11 DOI: 10.1016/j.jksus.2024.103482
Jameel Al-Tamimi, Hossam Ebaid, Iftekhar Hassan, Ibrahim M. Alhazza
Samsum (Brachyponera sennaarensis) ant venom contains several peptides that have an aggressive impact on the architecture of the internal organs including the thymus. The objective of this study was to evaluate the effectiveness of venom with various doses as a toxin insult by examining the histological alterations and measurable biochemical parameters in the thymus. Forty Wistar albino rats separated into seven groups were used.
Data demonstrated statistically significant hyperplasia in the cellular density, shrinkage in cortical thickness, and medullary area in the venom- intraperitoneally treated group compared to the − orally treated group. Additionally, there was a prominent increase in apoptotic cells TGB, the density of lesions, and hemorrhagic cysts effects of the venom on thymic cells. There was a notable higher intensity of pathological features in the thymus.
Results validated the role of SAV in the general thymic atrophy in the histological structure of thymus tissues and acted as a carcinogenic agent. The structural analysis of the thymus revealed that a larger dosage of SAV produced a thymoma in the histoarchitecture. The differences between the low dose of SAV-treated groups orally and (IP) were not statistically significant in some analyses. In terms of the thymus tissue’s structure, the administration of a high dose of (450 µl) intraperitoneally had the worst impact on the health of the thymus.
森蚺(Brachyponera sennaarensis)蚁毒含有几种肽,对包括胸腺在内的内脏器官结构具有侵袭性影响。本研究的目的是通过检测胸腺的组织学改变和可测量的生化参数,评估不同剂量的毒液作为毒素侮辱的有效性。数据显示,与口服毒液组相比,腹腔注射毒液组的细胞密度明显增高,皮质厚度和髓质面积缩小。此外,毒液对胸腺细胞的影响还包括凋亡细胞 TGB、病变密度和出血性囊肿的显著增加。结果验证了 SAV 在胸腺组织学结构中导致胸腺萎缩的作用,并具有致癌作用。胸腺的结构分析表明,较大剂量的 SAV 会在组织结构中产生胸腺瘤。在一些分析中,低剂量 SAV 口服组和(IP)处理组之间的差异没有统计学意义。就胸腺组织结构而言,腹腔注射高剂量(450微升)对胸腺健康的影响最大。
{"title":"Comparison of the cytotoxic impact of samsum ant venom (Brachyponera sennaarensis) administration routes on quantitative histological analysis of thymus","authors":"Jameel Al-Tamimi,&nbsp;Hossam Ebaid,&nbsp;Iftekhar Hassan,&nbsp;Ibrahim M. Alhazza","doi":"10.1016/j.jksus.2024.103482","DOIUrl":"10.1016/j.jksus.2024.103482","url":null,"abstract":"<div><div>Samsum (<em>Brachyponera sennaarensis</em>) ant venom contains several peptides that have an aggressive impact on the architecture of the internal organs including the thymus. The objective of this study was to evaluate the effectiveness of venom with various doses as a toxin insult by examining the histological alterations and measurable biochemical parameters in the thymus. Forty Wistar albino rats separated into seven groups were used.</div><div>Data demonstrated statistically significant hyperplasia in the cellular density, shrinkage in cortical thickness, and medullary area in the venom- intraperitoneally treated group compared to the − orally treated group. Additionally, there was a prominent increase in apoptotic cells TGB, the density of lesions, and hemorrhagic cysts effects of the venom on thymic cells. There was a notable higher intensity of pathological features in the thymus.</div><div>Results validated the role of SAV in the general thymic atrophy in the histological structure of thymus tissues and acted as a carcinogenic agent. The structural analysis of the thymus revealed that a larger dosage of SAV produced a thymoma in the histoarchitecture. The differences between the low dose of SAV-treated groups orally and (IP) were not statistically significant in some analyses. In terms of the thymus tissue’s structure, the administration of a high dose of (450 µl) intraperitoneally had the worst impact on the health of the thymus.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 10","pages":"Article 103482"},"PeriodicalIF":3.7,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142441194","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Reno-protective potential of poncirin against polyethylene microplastics instigated kidney damage in rats via regulating Nrf-2/Keap-1 pathway 枸橘苷通过调节 Nrf-2/Keap-1 通路对聚乙烯微塑料引发的大鼠肾损伤具有保护潜力
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-11 DOI: 10.1016/j.jksus.2024.103486
Muhammad Faisal Hayat , Maryam Javed , Rahat Andleeb , Asma Ashraf , Huma Naz , Mohammad Z. Ahmed , Ayesha Ishtiaq
Polyethylene microplastics (PEMPs) are noxious environmental pollutants that are documented to cause organ damage including the kidneys. Poncirin (PON) is a naturally occurring flavonoid which demonstrates a wide range of pharmacological properties. This experiment was conducted to evaluate the palliative potential of PON against PEMPs induced renal toxicity by examining a range of biochemical and physiological parameters. Twenty-four male albino rats were randomly apportioned into four distinct groups including the control, PEMPs (1.5 mgkg−1), PEMPs (1.5 mgkg−1) + PON (20 mgkg−1) and only PON (20 mgkg−1). Our results displayed that PEMPs intoxication escalated the levels of urea, KIM-1, creatinine and NGAL while reducing the creatinine clearance level. Besides reduction in the activities of GPx, GST, HO-1, CAT, GSR & upsurge in the levels of MDA and ROS were detected in PEMPs group. Conversely, the levels of inflammatory markers including COX-2, IL-6, IL-1β, NF-kB and TNF-α were augmented following the PEMPs intoxication. Besides, the results of the current research demonstrated that the expressions of Bax and caspase-3 were esclated whereas the Bcl-2 expression was lowered from its standard value due to PEMPs provision. However, PON treatment significantly restored the PEMPs-induced aforementioned impairments. Therefore, PON could be used as a therapeutic compound to ameliorate PEMPs-induced kidney impairments in rats, possibly due to its tremendous pharmacotherapeutic potential.
聚乙烯微塑料(PEMPs)是一种有害的环境污染物,据记载会对包括肾脏在内的器官造成损害。枸橘苷(PON)是一种天然黄酮类化合物,具有广泛的药理特性。本实验通过检测一系列生化和生理参数,评估 PON 对 PEMPs 引起的肾毒性的缓解潜力。二十四只雄性白化大鼠被随机分为四组,包括对照组、PEMPs(1.5 毫克/公斤-1)组、PEMPs(1.5 毫克/公斤-1)+ PON(20 毫克/公斤-1)组和仅 PON(20 毫克/公斤-1)组。我们的结果显示,PEMPs 中毒会使尿素、KIM-1、肌酐和 NGAL 水平升高,同时降低肌酐清除水平。除了 GPx、GST、HO-1、CAT、GSR & 活性降低外,在 PEMPs 组中还检测到 MDA 和 ROS 水平升高。相反,COX-2、IL-6、IL-1β、NF-kB 和 TNF-α 等炎症标志物的水平在 PEMPs 中毒后有所增加。此外,目前的研究结果表明,PEMPs 中毒导致 Bax 和 caspase-3 的表达量下降,而 Bcl-2 的表达量则低于标准值。然而,PON 治疗可明显恢复 PEMPs 引起的上述损伤。因此,PON 可作为一种治疗化合物来改善 PEMPs 诱导的大鼠肾功能损伤,这可能是由于其巨大的药物治疗潜力。
{"title":"Reno-protective potential of poncirin against polyethylene microplastics instigated kidney damage in rats via regulating Nrf-2/Keap-1 pathway","authors":"Muhammad Faisal Hayat ,&nbsp;Maryam Javed ,&nbsp;Rahat Andleeb ,&nbsp;Asma Ashraf ,&nbsp;Huma Naz ,&nbsp;Mohammad Z. Ahmed ,&nbsp;Ayesha Ishtiaq","doi":"10.1016/j.jksus.2024.103486","DOIUrl":"10.1016/j.jksus.2024.103486","url":null,"abstract":"<div><div>Polyethylene microplastics (PEMPs) are noxious environmental pollutants that are documented to cause organ damage including the kidneys. Poncirin (PON) is a naturally occurring flavonoid which demonstrates a wide range of pharmacological properties. This experiment was conducted to evaluate the palliative potential of PON against PEMPs induced renal toxicity by examining a range of biochemical and physiological parameters. Twenty-four male albino rats were randomly apportioned into four distinct groups including the control, PEMPs (1.5 mgkg<sup>−1</sup>), PEMPs (1.5 mgkg<sup>−1</sup>) + PON (20 mgkg<sup>−1</sup>) and only PON (20 mgkg<sup>−1</sup>). Our results displayed that PEMPs intoxication escalated the levels of urea, KIM-1, creatinine and NGAL while reducing the creatinine clearance level. Besides reduction in the activities of GPx, GST, HO-1, CAT, GSR &amp; upsurge in the levels of MDA and ROS were detected in PEMPs group. Conversely, the levels of inflammatory markers including COX-2, IL-6, IL-1β, NF-kB and TNF-α were augmented following the PEMPs intoxication. Besides, the results of the current research demonstrated that the expressions of Bax and caspase-3 were esclated whereas the Bcl-2 expression was lowered from its standard value due to PEMPs provision. However, PON treatment significantly restored the PEMPs-induced aforementioned impairments. Therefore, PON could be used as a therapeutic compound to ameliorate PEMPs-induced kidney impairments in rats, possibly due to its tremendous pharmacotherapeutic potential.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103486"},"PeriodicalIF":3.7,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142534691","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of phosphorous fertilizer on mineral nutrition and yield attributes of wheat: Acquisition with PSTOL1 gene for arid environment 磷肥对小麦矿质营养和产量属性的影响干旱环境下 PSTOL1 基因的获取
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-11 DOI: 10.1016/j.jksus.2024.103485
Muhammad Iqbal Makhdum , Muhammad Abid , Rashida Hameed , Sidra Balooch , Sibgha Noreen , Muhammad Salim Akhter , Ummar Iqbal , Adeel Abbas , Mohammad Abul Farah , Rattandeep Singh
To boost agricultural yields, understanding mineral nutrition’s reliance on fertilizers is crucial, underscoring the need to evaluate nutrient-use efficiency for optimal fertilization. In this regard, a field study was conducted to elaborate the role of phosphorus fertilizer in enhancing growth, yield and marginal rate of return in four wheat varieties; two Zn-biofortified (Zincol-2016 and Akbar-2019) and two standard types (Anaj-2017 and FSD-2008). The study revealed that application of phosphorus significantly enhanced the uptake of nitrogen (N), phosphorous (P) and potassium (K) contents in straw (13 %, 59 % and 79 %) and grains (63 %, 92 % and 28 %) respectively. Similarly, the contents of Zinc (Zn) and iron (Fe) were reduced in straw (23 % and 19 %) and grains (19 % and 18 %) respectively after application of 80 and 120 kg P2O5, however at 40 kg P2O5 the contents of Zn and Fe were slightly enhanced. The grain yield (21 %) and harvest index (11 %) was maximum at 80 kg P2O5 as compared to 40 and 120 kg P2O5. The Marginal rate of return over investment (MRR) in P2O5 was maximum (241 %) in Akbar-2019 when P-fertilizer was applied at the rate of 80 kg P2O5 per ha−1. Regression analysis showed a positive correlation between grain yield and its determinants. Biofortified wheat varieties responded better to 80 kg P2O5, outperforming standard varieties in yield. Additionally, our findings demonstrate a significant upregulation of PSTOL1 gene expression at 80 kg P2O5 level. Concludingly the application of P-fertilizer at the rate of 80 kg P2O5 per ha−1 enhanced growth, yield and rate of return of testing wheat varieties especially the biofortified ones; Zincol-2016 and Akbar-2019.
为了提高农业产量,了解矿物质营养对肥料的依赖至关重要,这就强调了评估养分利用效率以优化施肥的必要性。为此,我们进行了一项田间研究,以阐述磷肥在提高四个小麦品种(两个锌生物强化品种(Zincol-2016 和 Akbar-2019)和两个标准品种(Anaj-2017 和 FSD-2008)的生长、产量和边际收益率方面的作用。研究表明,施磷能显著提高秸秆(13 %、59 % 和 79 %)和谷物(63 %、92 % 和 28 %)中氮(N)、磷(P)和钾(K)的吸收率。同样,施用 80 和 120 千克 P2O5 后,秸秆(23 % 和 19 %)和谷物(19 % 和 18 %)中的锌(Zn)和铁(Fe)含量分别减少,但施用 40 千克 P2O5 时,锌和铁的含量略有增加。与 40 和 120 公斤 P2O5 相比,80 公斤 P2O5 的谷物产量(21%)和收获指数(11%)最高。在 Akbar-2019 中,当每公顷施用 80 千克 P2O5 时,P2O5 的边际投资回报率(MRR)最高(241%)。回归分析表明,谷物产量与其决定因素之间存在正相关。生物强化小麦品种对 80 千克 P2O5 的反应更好,产量优于标准品种。此外,我们的研究结果表明,在 80 千克 P2O5 水平下,PSTOL1 基因表达显著上调。总之,以每公顷-1 80 千克 P2O5 的比率施用磷肥可提高试验小麦品种(尤其是生物强化品种 Zincol-2016 和 Akbar-2019)的生长、产量和收益率。
{"title":"Influence of phosphorous fertilizer on mineral nutrition and yield attributes of wheat: Acquisition with PSTOL1 gene for arid environment","authors":"Muhammad Iqbal Makhdum ,&nbsp;Muhammad Abid ,&nbsp;Rashida Hameed ,&nbsp;Sidra Balooch ,&nbsp;Sibgha Noreen ,&nbsp;Muhammad Salim Akhter ,&nbsp;Ummar Iqbal ,&nbsp;Adeel Abbas ,&nbsp;Mohammad Abul Farah ,&nbsp;Rattandeep Singh","doi":"10.1016/j.jksus.2024.103485","DOIUrl":"10.1016/j.jksus.2024.103485","url":null,"abstract":"<div><div>To boost agricultural yields, understanding mineral nutrition’s reliance on fertilizers is crucial, underscoring the need to evaluate nutrient-use efficiency for optimal fertilization. In this regard, a field study was conducted to elaborate the role of phosphorus fertilizer in enhancing growth, yield and marginal rate of return in four wheat varieties; two Zn-biofortified (Zincol-2016 and Akbar-2019) and two standard types (Anaj-2017 and FSD-2008). The study revealed that application of phosphorus significantly enhanced the uptake of nitrogen (N), phosphorous (P) and potassium (K) contents in straw (13 %, 59 % and 79 %) and grains (63 %, 92 % and 28 %) respectively. Similarly, the contents of Zinc (Zn) and iron (Fe) were reduced in straw (23 % and 19 %) and grains (19 % and 18 %) respectively after application of 80 and 120 kg P<sub>2</sub>O<sub>5</sub>, however at 40 kg P<sub>2</sub>O<sub>5</sub> the contents of Zn and Fe were slightly enhanced. The grain yield (21 %) and harvest index (11 %) was maximum at 80 kg P<sub>2</sub>O<sub>5</sub> as compared to 40 and 120 kg P<sub>2</sub>O<sub>5</sub>. The Marginal rate of return over investment (MRR) in P<sub>2</sub>O<sub>5</sub> was maximum (241 %) in Akbar-2019 when P-fertilizer was applied at the rate of 80 kg P<sub>2</sub>O<sub>5</sub> per ha<sup>−1</sup>. Regression analysis showed a positive correlation between grain yield and its determinants. Biofortified wheat varieties responded better to 80 kg P<sub>2</sub>O<sub>5</sub>, outperforming standard varieties in yield. Additionally, our findings demonstrate a significant upregulation of <em>PSTOL1</em> gene expression at 80 kg P<sub>2</sub>O<sub>5</sub> level. Concludingly the application of P-fertilizer at the rate of 80 kg P<sub>2</sub>O<sub>5</sub> per ha<sup>−1</sup> enhanced growth, yield and rate of return of testing wheat varieties especially the biofortified ones; Zincol-2016 and Akbar-2019.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103485"},"PeriodicalIF":3.7,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142551957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effectiveness and safety of chemical inhibitors against mammalian target of rapamycin (mTOR) for primary immunosuppression in recipients of kidney transplant: A systematic review and meta-analysis 针对哺乳动物雷帕霉素靶标(mTOR)的化学抑制剂用于肾移植受者初级免疫抑制的有效性和安全性:系统综述与荟萃分析
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-10 DOI: 10.1016/j.jksus.2024.103481
Ahmad Alsulimani , Ayman K. Johargy , Hani Faidah , Ahmad O. Babalghith , Abdullah F. Aldairi , Farkad Bantun , Faraz Ahmad , Darin Mansor Mathkor , Shafiul Haque
The current systematic review and meta-analysis was undertaken to assess the efficaciousness of mammalian target of rapamycin (mTOR) inhibitors in transplant subjects with regards to kidney functions and survival, with special reference to co-administration (or absence of) calcineurin inhibitors (CNIs). The analysis was done through searching and retrieving information from online scholarly databases. The collected data represented outcomes after at least twelve months following transplantation of kidney. It was observed that parameters such as glomerular filtration rate (GFR) was improved in subjects administered with mTOR inhibitors, however some studies indicated that acute rejection following biopsy was dominant in subjects administered with mTOR inhibitors. Owing to their complementary mechanisms of action as well as beneficial effects on mitigating nephrotoxicity, concomitantly with favorable outcomes on parameters such as serum creatinine and GFR leading to increased survival, this meta-analysis proposes early utilization of mTOR inhibitors and CNI minimization in subjects with kidney transplantation.
本系统综述和荟萃分析旨在评估雷帕霉素哺乳动物靶标(mTOR)抑制剂在移植受试者肾功能和存活率方面的疗效,并特别参考了联合使用(或不使用)钙调磷酸酶抑制剂(CNIs)的情况。分析是通过搜索和检索在线学术数据库中的信息完成的。所收集的数据代表了肾移植后至少十二个月后的结果。据观察,使用mTOR抑制剂的受试者肾小球滤过率(GFR)等参数有所改善,但一些研究表明,使用mTOR抑制剂的受试者活检后出现急性排斥反应的情况居多。由于mTOR抑制剂和氯化萘抑制剂的作用机制互补,而且对减轻肾毒性有好处,同时对血清肌酐和肾小球滤过率等参数也有好处,从而提高了存活率,因此本荟萃分析建议肾移植患者尽早使用mTOR抑制剂和氯化萘抑制剂。
{"title":"Effectiveness and safety of chemical inhibitors against mammalian target of rapamycin (mTOR) for primary immunosuppression in recipients of kidney transplant: A systematic review and meta-analysis","authors":"Ahmad Alsulimani ,&nbsp;Ayman K. Johargy ,&nbsp;Hani Faidah ,&nbsp;Ahmad O. Babalghith ,&nbsp;Abdullah F. Aldairi ,&nbsp;Farkad Bantun ,&nbsp;Faraz Ahmad ,&nbsp;Darin Mansor Mathkor ,&nbsp;Shafiul Haque","doi":"10.1016/j.jksus.2024.103481","DOIUrl":"10.1016/j.jksus.2024.103481","url":null,"abstract":"<div><div>The current systematic review and <em>meta</em>-analysis was undertaken to assess the efficaciousness of mammalian target of rapamycin (mTOR) inhibitors in transplant subjects with regards to kidney functions and survival, with special reference to co-administration (or absence of) calcineurin inhibitors (CNIs). The analysis was done through searching and retrieving information from online scholarly databases. The collected data represented outcomes after at least twelve months following transplantation of kidney. It was observed that parameters such as glomerular filtration rate (GFR) was improved in subjects administered with mTOR inhibitors, however some studies indicated that acute rejection following biopsy was dominant in subjects administered with mTOR inhibitors. Owing to their complementary mechanisms of action as well as beneficial effects on mitigating nephrotoxicity, concomitantly with favorable outcomes on parameters such as serum creatinine and GFR leading to increased survival, this <em>meta</em>-analysis proposes early utilization of mTOR inhibitors and CNI minimization in subjects with kidney transplantation.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103481"},"PeriodicalIF":3.7,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142534695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Review of toxic metals in tobacco cigarette brands and risk assessment 烟草卷烟品牌中有毒金属的审查和风险评估
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-10 DOI: 10.1016/j.jksus.2024.103484
Anastazia Tarimo Felix, Amos Vincent Ntarisa
The act of tobacco smoking cigarettes is linked to the development of lung cancer, which accounts for around 90 % of lung cancers in the world. This paper reviewed 76 articles on harmful heavy metals in tobacco cigarette brands and associated health risk assessment. This comprehensive examination involved searching targeted databases across multiple search engines, such as Scopus, Web of Science, Google Scholar, Science Direct, PubMed and Research Gate, published in English from 2000 to September 2024. The mean heavy metals concentrations are 2.9, 10.5, 4.5, 7.9 and 3.5 mg/kg for Cd, Pb, Cr, As and Hg, respectively. Related mean hazard quotient (HQ ) for non-carcinogenic ingestion and inhalation were determined. HQ for ingestion and inhalation were < 1 and > 1, respectively. HQ >1 for all metal inhalation, which signifies considerable health risk. The risk of cancer for ingestion of all metals is in the acceptable limit below 1E-04, while the risk of cancer for inhalation of all metals is in the unacceptable range. Additional research on toxic heavy metals in tobacco cigarette brands from diverse countries is necessary to arrive at conclusive mean risks for each specific toxic heavy metal.
吸烟行为与肺癌的发病有关,肺癌约占全球肺癌发病率的 90%。本文综述了 76 篇关于烟草卷烟品牌中有害重金属及相关健康风险评估的文章。这项全面审查涉及在 Scopus、Web of Science、Google Scholar、Science Direct、PubMed 和 Research Gate 等多个搜索引擎上搜索 2000 年至 2024 年 9 月期间以英文发表的目标数据库。镉、铅、铬、砷和汞的重金属平均浓度分别为 2.9、10.5、4.5、7.9 和 3.5 毫克/千克。确定了非致癌的摄入和吸入的相关平均危害商数(HQ)。摄入和吸入的 HQ 分别为 1 和 1。所有金属吸入的 HQ 均为 1,这意味着相当大的健康风险。摄入所有金属的致癌风险都在 1E-04 以下的可接受范围内,而吸入所有金属的致癌风险都在不可接受的范围内。有必要对不同国家烟草卷烟品牌中的有毒重金属进行更多的研究,以确定每种特定有毒重金属的平均风险。
{"title":"Review of toxic metals in tobacco cigarette brands and risk assessment","authors":"Anastazia Tarimo Felix,&nbsp;Amos Vincent Ntarisa","doi":"10.1016/j.jksus.2024.103484","DOIUrl":"10.1016/j.jksus.2024.103484","url":null,"abstract":"<div><div>The act of tobacco smoking cigarettes is linked to the development of lung cancer, which accounts for around 90 % of lung cancers in the world. This paper reviewed 76 articles on harmful heavy metals in tobacco cigarette brands and associated health risk assessment. This comprehensive examination involved searching targeted databases across multiple search engines, such as Scopus, Web of Science, Google Scholar, Science Direct, PubMed and Research Gate, published in English from 2000 to September 2024. The mean heavy metals concentrations are 2.9, 10.5, 4.5, 7.9 and 3.5 mg/kg for Cd, Pb, Cr, As and Hg, respectively. Related mean hazard quotient (HQ <span><math><mrow><mo>)</mo></mrow></math></span> for non-carcinogenic ingestion and inhalation were determined. HQ for ingestion and inhalation were &lt; 1 and &gt; 1, respectively. HQ <span><math><mrow><mo>&gt;</mo><mn>1</mn></mrow></math></span> for all metal inhalation, which signifies considerable health risk. The risk of cancer for ingestion of all metals is in the acceptable limit below 1E-04, while the risk of cancer for inhalation of all metals is in the unacceptable range. Additional research on toxic heavy metals in tobacco cigarette brands from diverse countries is necessary to arrive at conclusive mean risks for each specific toxic heavy metal.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 10","pages":"Article 103484"},"PeriodicalIF":3.7,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142432415","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comprehensive in silico characterization of Arabidopsis thaliana RecQl helicases through structure prediction and molecular dynamics simulations 通过结构预测和分子动力学模拟对拟南芥 RecQl 螺旋酶进行全面的硅学鉴定
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-10 DOI: 10.1016/j.jksus.2024.103479
Amit Kumar Dutta , Md Ekhtiar Rahman
Helicases are ubiquitous enzymes with specific functions that contribute to almost all nucleic acid metabolic processes. The RecQ helicase family is essential for integrity in all organisms through DNA replication, repair, and recombination. This study investigated five RecQ-like helicases in Arabidopsis thaliana (AtRecQl) that exhibit diverse structural and physiochemical attributes and functions. Cis-regulatory element analysis identified stress, hormone, cell cycle, and development-responsive modules involved in various events in plant growth and development. Gene ontology analysis revealed that the five AtRecQl were associated with various cellular components, molecular functions, and biological processes. Protein-protein interaction analysis also implicated some in various abiotic stress processes. Structural analysis and molecular dynamics (MD) simulations were performed to examine conformational stability through root means square deviation and radius of gyration, showing stable AtRecQl protein structures. Free energy landscape analysis validated thermodynamically stable structures throughout the MD simulation. Principle component analysis and probability density functions from MD simulations provided satisfactory structural variational data for the complexes and limited coordinate movements. These insights might greatly benefit future studies.
螺旋酶是一种无处不在的酶,具有特殊功能,几乎参与了所有核酸代谢过程。RecQ 螺旋酶家族通过 DNA 复制、修复和重组对所有生物的完整性至关重要。本研究调查了拟南芥(AtRecQl)中的五种类似 RecQ 的螺旋酶,它们表现出不同的结构和理化属性及功能。顺式调控元件分析确定了参与植物生长和发育过程中各种事件的胁迫、激素、细胞周期和发育响应模块。基因本体分析表明,五种 AtRecQl 与各种细胞成分、分子功能和生物过程有关。蛋白质-蛋白质相互作用分析还表明,其中一些与各种非生物胁迫过程有关。通过均方根偏差和回转半径进行结构分析和分子动力学(MD)模拟,研究了构象稳定性,结果显示 AtRecQl 蛋白结构稳定。自由能谱分析验证了整个 MD 模拟过程中的热力学稳定结构。来自 MD 模拟的主成分分析和概率密度函数为复合物和有限的坐标移动提供了令人满意的结构变异数据。这些见解对今后的研究大有裨益。
{"title":"Comprehensive in silico characterization of Arabidopsis thaliana RecQl helicases through structure prediction and molecular dynamics simulations","authors":"Amit Kumar Dutta ,&nbsp;Md Ekhtiar Rahman","doi":"10.1016/j.jksus.2024.103479","DOIUrl":"10.1016/j.jksus.2024.103479","url":null,"abstract":"<div><div>Helicases are ubiquitous enzymes with specific functions that contribute to almost all nucleic acid metabolic processes. The RecQ helicase family is essential for integrity in all organisms through DNA replication, repair, and recombination. This study investigated five RecQ-like helicases in <em>Arabidopsis thaliana</em> (AtRecQl) that exhibit diverse structural and physiochemical attributes and functions. Cis-regulatory element analysis identified stress, hormone, cell cycle, and development-responsive modules involved in various events in plant growth and development. Gene ontology analysis revealed that the five AtRecQl were associated with various cellular components, molecular functions, and biological processes. Protein-protein interaction analysis also implicated some in various abiotic stress processes. Structural analysis and molecular dynamics (MD) simulations were performed to examine conformational stability through root means square deviation and radius of gyration, showing stable AtRecQl protein structures. Free energy landscape analysis validated thermodynamically stable structures throughout the MD simulation. Principle component analysis and probability density functions from MD simulations provided satisfactory structural variational data for the complexes and limited coordinate movements. These insights might greatly benefit future studies.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 10","pages":"Article 103479"},"PeriodicalIF":3.7,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142445084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Mechanistic analysis for identifying the anti-diabetic effects of Cholic acid-loaded chitosan nanoparticles: An in vitro approach 鉴定壳聚糖纳米颗粒抗糖尿病作用的机制分析:体外方法
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-10 DOI: 10.1016/j.jksus.2024.103480
Vijay Kumar Deenadayalan , Divya Sunder Raj , ArulJothi Kandasamy Nagarajan , Judith Nivedha Baskar , David Prince , Rajakrishnan Rajagopal , Ahmed Alfarhan , Rajasekhara Reddy Iska , Vijaya Bhaskar Reddy Iska , Yijun Shi , Joe Antony Jacob
The identification of novel therapeutic agents using nanomedicine is critical in the fight against diabetes mellitus (DM). Cholic acid (CA) has shown potential in diabetes management, but its effectiveness is limited by poor solubility and stability. To overcome these challenges, CA was encapsulated in chitosan nanoparticles (CACNPs). The CACNPs had a negative zeta potential (ZP) of −13.6 ± 5.81 mV, which is an indication of good stability and potential for enhanced uptake by diseased cells. The average particle size (PS) measured by dynamic light scattering (DLS) was 169.8 ± 84.3 nm. The polydispersity index (PDI) was 0.220, indicating uniform particle size distribution. The drug loading capacity (DL%) of the CACNPs was 60.96 ± 0.9 %, whereas, the entrapment efficiency (EE%) was 69.19 ± 1.02 %. The MTT assay on 3 T3-L1 cells revealed a concentration-dependent effect on cell viability, with an IC50 value of 766.0 ± 0.09 µg/ml. Furthermore, CACNPs demonstrated dose-dependent enhancement of glucose uptake in differentiated adipocytes, while at 500 µg/ml, they inhibited adipocyte differentiation, suggesting a potential role in adipogenesis inhibition. Quantitative PCR (qPCR) indicated positive modulation of glucose metabolism-related genes (PI3K, GLUT4, PPARg) upon treatment with CACNPs. These findings suggest that CACNPs could serve as a novel inhibitor of adipocyte differentiation and may influence key pathways in glucose metabolism, making them promising candidates for the management of DM.
利用纳米医学鉴定新型治疗药物对于防治糖尿病(DM)至关重要。胆酸(CA)已显示出治疗糖尿病的潜力,但其有效性受到溶解性和稳定性差的限制。为了克服这些挑战,人们将胆酸封装在壳聚糖纳米颗粒(CACNPs)中。CACNPs的负Zeta电位(ZP)为-13.6 ± 5.81 mV,这表明其具有良好的稳定性和被病变细胞吸收的潜力。用动态光散射(DLS)法测定的平均粒径(PS)为 169.8 ± 84.3 nm。多分散指数(PDI)为 0.220,表明粒度分布均匀。CACNPs 的载药量(DL%)为 60.96 ± 0.9 %,而夹带效率(EE%)为 69.19 ± 1.02 %。对 3 个 T3-L1 细胞进行的 MTT 检测显示,CACNPs 对细胞活力的影响与浓度有关,IC50 值为 766.0 ± 0.09 µg/ml。此外,CACNPs 还能剂量依赖性地增强分化脂肪细胞对葡萄糖的摄取,而当浓度为 500 µg/ml 时,CACNPs 则会抑制脂肪细胞的分化,这表明它在抑制脂肪生成方面具有潜在作用。定量 PCR(qPCR)表明,使用 CACNPs 处理后,葡萄糖代谢相关基因(PI3K、GLUT4、PPARg)会发生正向调节。这些研究结果表明,CACNPs 可作为一种新型的脂肪细胞分化抑制剂,并可能影响葡萄糖代谢的关键通路,因此有望成为治疗 DM 的候选药物。
{"title":"Mechanistic analysis for identifying the anti-diabetic effects of Cholic acid-loaded chitosan nanoparticles: An in vitro approach","authors":"Vijay Kumar Deenadayalan ,&nbsp;Divya Sunder Raj ,&nbsp;ArulJothi Kandasamy Nagarajan ,&nbsp;Judith Nivedha Baskar ,&nbsp;David Prince ,&nbsp;Rajakrishnan Rajagopal ,&nbsp;Ahmed Alfarhan ,&nbsp;Rajasekhara Reddy Iska ,&nbsp;Vijaya Bhaskar Reddy Iska ,&nbsp;Yijun Shi ,&nbsp;Joe Antony Jacob","doi":"10.1016/j.jksus.2024.103480","DOIUrl":"10.1016/j.jksus.2024.103480","url":null,"abstract":"<div><div>The identification of novel therapeutic agents using nanomedicine is critical in the fight against diabetes mellitus (DM). Cholic acid (CA) has shown potential in diabetes management, but its effectiveness is limited by poor solubility and stability. To overcome these challenges, CA was encapsulated in chitosan nanoparticles (CACNPs). The CACNPs had a negative zeta potential (ZP) of −13.6 ± 5.81 mV, which is an indication of good stability and potential for enhanced uptake by diseased cells. The average particle size (PS) measured by dynamic light scattering (DLS) was 169.8 ± 84.3 nm. The polydispersity index (PDI) was 0.220, indicating uniform particle size distribution. The drug loading capacity (DL%) of the CACNPs was 60.96 ± 0.9 %, whereas, the entrapment efficiency (EE%) was 69.19 ± 1.02 %. The MTT assay on 3 T3-L1 cells revealed a concentration-dependent effect on cell viability, with an IC<sub>50</sub> value of 766.0 ± 0.09 µg/ml. Furthermore, CACNPs demonstrated dose-dependent enhancement of glucose uptake in differentiated adipocytes, while at 500 µg/ml, they inhibited adipocyte differentiation, suggesting a potential role in adipogenesis inhibition. Quantitative PCR (qPCR) indicated positive modulation of glucose metabolism-related genes (PI3K, GLUT4, PPARg) upon treatment with CACNPs. These findings suggest that CACNPs could serve as a novel inhibitor of adipocyte differentiation and may influence key pathways in glucose metabolism, making them promising candidates for the management of DM.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 10","pages":"Article 103480"},"PeriodicalIF":3.7,"publicationDate":"2024-10-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142441192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cloud spot instance price forecasting multi-headed models tuned using modified PSO 使用改进的 PSO 调整云现货实例价格预测多头模型
IF 3.7 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Pub Date : 2024-10-09 DOI: 10.1016/j.jksus.2024.103473
Mohamed Salb , Luka Jovanovic , Ali Elsadai , Nebojsa Bacanin , Vladimir Simic , Dragan Pamucar , Miodrag Zivkovic
The increasing dependence and demands on cloud infrastructure have brought to light challenges associated with cloud instance pricing. The often unpredictable nature of demand as well as changing costs of supplying a reliable instance can leave companies struggling to appropriately budget to support a healthy cash flow while maintaining operating costs. This work explores the potential of multi-headed recurrent architectures to forecast cloud instance prices based on historical and instance data. Two architectures are explored, long short-term memory (LSTM) and gated recurrent unit (GRU) networks. A modified optimizer is introduced and tested on a publicly available Amazon elastic compute cloud dataset. The GRU model, enhanced by the proposed modified approach, had the most impressive outcomes with an MAE score of 0.000801. Results have undergone meticulous statistical validation with the best-performing models further analyzed using explainable artificial intelligence techniques to provide further insight into model reasoning and information on feature importance.
对云基础设施的依赖和需求日益增加,这也带来了与云实例定价相关的挑战。需求的不可预测性以及提供可靠实例的成本变化,往往会让企业在维持运营成本的同时,难以适当地编制预算以支持健康的现金流。这项研究探索了多头循环架构的潜力,以根据历史数据和实例数据预测云实例价格。本文探讨了两种架构:长短期记忆(LSTM)和门控递归单元(GRU)网络。在公开的亚马逊弹性计算云数据集上引入并测试了修改后的优化器。经过改进的 GRU 模型的 MAE 值为 0.000801,取得了最令人瞩目的成果。结果经过了细致的统计验证,并使用可解释人工智能技术对表现最佳的模型进行了进一步分析,以进一步深入了解模型推理和特征重要性信息。
{"title":"Cloud spot instance price forecasting multi-headed models tuned using modified PSO","authors":"Mohamed Salb ,&nbsp;Luka Jovanovic ,&nbsp;Ali Elsadai ,&nbsp;Nebojsa Bacanin ,&nbsp;Vladimir Simic ,&nbsp;Dragan Pamucar ,&nbsp;Miodrag Zivkovic","doi":"10.1016/j.jksus.2024.103473","DOIUrl":"10.1016/j.jksus.2024.103473","url":null,"abstract":"<div><div>The increasing dependence and demands on cloud infrastructure have brought to light challenges associated with cloud instance pricing. The often unpredictable nature of demand as well as changing costs of supplying a reliable instance can leave companies struggling to appropriately budget to support a healthy cash flow while maintaining operating costs. This work explores the potential of multi-headed recurrent architectures to forecast cloud instance prices based on historical and instance data. Two architectures are explored, long short-term memory (LSTM) and gated recurrent unit (GRU) networks. A modified optimizer is introduced and tested on a publicly available Amazon elastic compute cloud dataset. The GRU model, enhanced by the proposed modified approach, had the most impressive outcomes with an MAE score of 0.000801. Results have undergone meticulous statistical validation with the best-performing models further analyzed using explainable artificial intelligence techniques to provide further insight into model reasoning and information on feature importance.</div></div>","PeriodicalId":16205,"journal":{"name":"Journal of King Saud University - Science","volume":"36 11","pages":"Article 103473"},"PeriodicalIF":3.7,"publicationDate":"2024-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142534689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of King Saud University - Science
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1