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Development of Few Significant SNP Markers from Transcriptomic Data for Selection of Sengon (Falcataria falcata (L.) Greuter & R. Rankin) Resistant to Boktor Stem Borer and Gall Rust Disease 从转录组学数据中开发几个重要的SNP标记用于镰形镰刀(Sengon Falcataria falcata)的选择Greuter,抗Boktor茎螟虫和瘿锈病
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-16 DOI: 10.4308/hjb.31.1.110-125
Aditya Nugroho, Vilda Puji Dini Anita, Deden Derajat Matra, Iskandar Zulkarnaen Siregar, Ulfah Juniarti Siregar
Sengon (Falcataria falcata (L.) Greuter & R. Rankin) plantations in Indonesia are threatened by attacks from Boktor stem borers and gall rust disease. Controlling pests and diseases is difficult; therefore, planting resistant trees obtained from tree selection programs is necessary. Currently, genomic breeding often incorporates GWAS, which uses thousands of SNP markers to identify markers with significant associations with the traits studied. This study aimed to bypass such expensive studies by identifying and developing SNP markers from sequences of putative resistance genes to Boktor stem borer and gall rust disease, identified from sengon transcriptomic data analysis. A total of 496,194 putative SNP sites were identified from transcriptomic sequences using the SAMtools and BFCtools programs, of which 119 SNP sites were associated with resistance genes. Of the 101 non-synonymous SNPs selected, only 12 were located in the conserved domain of each gene and were used for primer design. Of the 13 primers designed, only 10 were successfully amplified. Validation of 10 developed SNP markers on 100 sengon accessions using the HRM method confirmed a significant association between SNP markers and resistance traits, with a -log 10 (P-value) between 10.49 and 16.63. A few SNPs markers developed from putative resistance gene sequences are associated with resistance traits in sengon. Therefore, the SNP markers could be applied in selection programs for sengon trees resistant to Boktor stem borers and gall rust disease.
Sengon (Falcataria falcata)Greuter,印度尼西亚的R. Rankin)种植园受到Boktor茎螟虫和瘿锈病的威胁。控制病虫害很困难;因此,有必要种植从树木选择计划中获得的抗性树木。目前,基因组育种通常采用GWAS,它使用数千个SNP标记来识别与所研究性状显著相关的标记。这项研究旨在通过从从sengon转录组数据分析中鉴定出的Boktor茎螟虫和瘿锈病的推定抗性基因序列中鉴定和开发SNP标记,从而绕过这些昂贵的研究。利用SAMtools和BFCtools程序从转录组序列中共鉴定出496,194个推测SNP位点,其中119个位点与抗性基因相关。在所选择的101个非同义snp中,只有12个位于每个基因的保守结构域,并用于引物设计。在设计的13条引物中,只有10条被成功扩增。利用HRM方法对100份参子材料的10个已开发SNP标记进行验证,证实SNP标记与抗性性状之间存在显著相关性,p值在10.49 ~ 16.63之间,p值为-log 10。从假定的抗性基因序列中开发的一些snp标记与桑果的抗性性状有关。因此,SNP标记可应用于抗Boktor茎螟虫和胆锈病的选育方案。
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引用次数: 0
The Genetic Variability of Indonesian Local Foxtail Millet Accession Based on Agro-morphological Traits and Early Salinity Tolerance Evaluation Utilizing SiDREB2-based SNAP Marker 印尼地方谷子形态性状遗传变异及基于sidreb2的SNAP标记早期耐盐性评价
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-12 DOI: 10.4308/hjb.31.1.82-93
Sri Ratnawati, Rika Miftakhul Jannah, Yuli Irvana Dewi, Ramadaniarto Rizqullah, Willy Bayuardi Suwarno, Sintho Wahyuning Ardie
Foxtail millet (Setaria italica L. Beauv.) is a grain-producing crop with high nutritional benefits and adaptability to broad environmental conditions. Indonesian local foxtail millet accessions are valuable genetic resources for crop improvement of the species. This study aims to assess the biodiversity of Indonesian local foxtail millet accessions and estimate their salinity tolerance level utilizing the SiDREB2-based SNAP marker and early evaluation at the seedling stage. Our results showed that eight Indonesian local foxtail millet accessions, namely Toraja, Mauliru-2, Hambapraing, NTB-1, ICERI-5, ICERI-6, Botok-4, and Botok-10, had high variability based on agro-morphological traits. The Hambapraing and Mauliru-2 were the potential accessions with high yield estimates (2.33 ton.ha-1 and 1.93 ton.ha-1) and early harvest time (<110 DAT). ICERI-6 was indicated as a salinity-tolerant genotype based on the SiDREB2-based marker and early salinity evaluation at the seedling stage, while Toraja, Mauliru-2, NTB-1, and Botok-4 were categorized as sensitive genotypes. Germplasm variability and the estimated salinity tolerance level of Indonesian local foxtail millet accessions presented in this study serve as essential information in the foxtail millet breeding for high productivity, early harvest time, and salinity tolerant variety.
谷子(Setaria italica L. Beauv.)是一种营养价值高、适应广泛环境条件的粮食生产作物。印尼当地谷子种质是谷子作物改良的宝贵遗传资源。本研究旨在利用基于sidreb2的SNAP标记和苗期早期评价,对印度尼西亚当地谷子资源的生物多样性进行评价,并估计其耐盐水平。结果表明,印度尼西亚8个地方谷子材料Toraja、mauliu -2、Hambapraing、NTB-1、ICERI-5、ICERI-6、Botok-4和Botok-10在农业形态性状上具有较高的变异率。Hambapraing和Mauliru-2是具有高产量估计(2.33吨)的潜在品种。ha-1和1.93 t .ha-1)和早期收获时间(<110 DAT)。基于sidreb2标记和苗期早期盐度评价,ICERI-6为耐盐基因型,而Toraja、Mauliru-2、NTB-1和Botok-4为敏感基因型。本研究提供的印尼地方谷子种质变异和耐盐水平估计,可为谷子高产、早收和耐盐品种的选育提供重要信息。
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引用次数: 0
Effect of Averrhoa bilimbi Leaf Extract on Blood Glucose Level, Hepatosomatic Index (HSI), and Liver Histology of Diabetic Mice 牛膝叶提取物对糖尿病小鼠血糖水平、肝体指数及肝脏组织学的影响
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-12 DOI: 10.4308/hjb.31.1.102-109
Alan Verangga, Nur Qomariyah, Firas Khaleyla
Averrhoa bilimbi leaf extract (BLE) contains high antioxidant levels. Antioxidants can suppress reactive oxygen species produced during hyperglycemic conditions in diabetes mellitus (DM), which cause damage to liver tissue. This study aimed to determine the BLE effect on fasting blood glucose (FBG), Hepatosomatic Index (HSI), and liver tissue damage. We used 24 mice in 6 different groups, divided by N (normal), K- (DM), K+ (DM+glibenclamide 0.013mg/20gBW), E1 (DM+ extract 6.3mg/20gBW), E2 (DM+ extract 8.4mg/20gBW), and E3 (DM + extract 10.5mg/20gBW). We used an alloxan dose of 120mg/kgBW to induce the DM and then treated with BLE for 14 days. We measured the fasting blood glucose using a glucometer. In addition, we evaluated the liver tissue damage with HSI and Hematoxylin-Eosin (HE) stained histological slides. The results showed that BLE significantly reduced the percentage of FBG and liver tissue damage, while HSI showed no significant difference. The most optimal extract dose was 8.4 mg/20gBW (E2 group), with an FBG decrease of 26.44%, a normal cell percentage of 88.56%, and an HSI score of 6.18%. Based on this finding, we concluded that bilimbi leaf extract could lower blood glucose and improve liver histology of diabetic mice but did not significantly affect HSI.
牛蒡叶提取物(BLE)含有高抗氧化水平。抗氧化剂可以抑制糖尿病(DM)高血糖状态下产生的活性氧,从而导致肝组织损伤。本研究旨在确定BLE对空腹血糖(FBG)、肝体指数(HSI)和肝组织损伤的影响。选取24只小鼠,分为6组,按N(正常)、K- (DM)、K+ (DM+格列苯脲0.013mg/20gBW)、E1 (DM+提取物6.3mg/20gBW)、E2 (DM+提取物8.4mg/20gBW)、E3 (DM+提取物10.5mg/20gBW)进行分组。我们用120mg/kgBW的四氧嘧啶诱导DM,然后用BLE治疗14 d。我们用血糖仪测量空腹血糖。此外,我们用HSI和苏木精-伊红(HE)染色的组织学切片评估肝组织损伤。结果显示,BLE显著降低FBG百分比和肝组织损伤,而HSI无显著差异。最佳提取剂量为8.4 mg/20gBW (E2组),FBG降低26.44%,正常细胞率为88.56%,HSI评分为6.18%。综上所述,我们认为枸杞叶提取物可以降低糖尿病小鼠的血糖,改善肝脏组织学,但对HSI没有显著影响。
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引用次数: 0
Exogenous Zinc Application and Generative Traits of Three Local Shallot Varieties 三个地方大葱品种外源锌的施用及生殖性状研究
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-12 DOI: 10.4308/hjb.31.1.94-101
Remi Widana Putri, Elkawakib Syam'un, Fachirah Ulfa
Increasing shallot (Allium ascalonicum L.) production can be done by application of botanical or true shallot seeds (TSS). Meanwhile, it is well understood that botanical seeds are difficult to produce due to shallots' low flowering capacity. This study aimed to evaluate the generative traits of three local shallot varieties affected by various doses of zinc (Zn). This study was structured using a split-plot design, where the main plots were varieties (Lokana, Rubaru, and Ambassador 3 Agrihorti). In addition, the sub-plot treatment, the dose of zinc (0, 0.5, 1, and 1.5 kg ha-1), was repeated three times. There is an effect of the main factor (variety) where Rubaru and Ambassador 3 Agrihorti show the fastest umbel emergence. In addition, our data show the interaction effects on the age of sheat breaking, flower blooming (DAP), morphology traits of generative organs, and leaf traits. In detail, Lokana with a Zn dose of 1.5 ha-1 shows the best results on the length and diameter of the umbel stalk; Rubaru with Zn 1 kg ha-1 on the age of broken sheath and chlorophyll index; and the Ambassador 3 Agrihorti with Zn 0.5 kg ha-1 on the number of flowers. On the one hand, it can be concluded that each variety responded differently to the dose of Zn. Concerning seed production, on the other hand, the Ambassador 3 Agrihorti with Zn 0.5 kg ha-1 has better potential to be developed for TSS, as seen from the number of flowers per umbel, a higher percentage of flowering plants and a relatively fast flowering time than other varieties.
应用植物性或真葱种子(TSS)可提高葱(Allium ascalonicum L.)的产量。同时,众所周知,由于葱的开花能力较低,植物种子难以生产。本研究旨在评价不同锌处理对3个地方大葱品种生殖性状的影响。本研究采用分块设计,其中主要地块为品种(Lokana、Rubaru和Ambassador 3 Agrihorti)。此外,分组处理,锌剂量(0、0.5、1和1.5 kg ha-1)重复三次。有一个主要因素(品种)的影响,其中Rubaru和Ambassador 3 Agrihorti显示出最快的伞形花序。此外,我们的数据还显示了互作对破穗年龄、开花(DAP)、生殖器官形态性状和叶片性状的影响。其中,锌用量为1.5 ha-1的Lokana对伞形花序茎长和直径的影响效果最好;加锌1 kg ha-1对芦笋断鞘年龄和叶绿素指数的影响;大使3号花的数量为0.5 kg ha-1。一方面,各品种对锌剂量的反应不同。另一方面,在种子生产方面,锌含量为0.5 kg ha-1的大使3号具有较好的TSS开发潜力,从每伞花序的花数、开花比例和开花时间都比其他品种高。
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引用次数: 0
Microscopical Evaluation and TLC Analysis of Pluchea indica (L.) Less: Leaf, Stem, and Root 梅花的显微评价及薄层色谱分析少:叶,茎和根
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-11 DOI: 10.4308/hjb.31.1.71-81
Ni Putu Ermi Hikmawanti, Fadlina Chany Saputri, Arry Yanuar, Ratih Asmana Ningrum, Abdul Mun'im, Hayati Hayati
Pluchea indica (L.) Less is traditionally utilized to treat postpartum women in Indonesia. The plant has many pharmacological properties, so that it can be further developed as herbal medicine. In that development process, plant authentication is needed to ensure the quality of raw materials. A simple microscopical and thin-layer chromatography (TLC) analysis might be a way to authenticate the plant, but it has never been reported. So, this study evaluates the microscopical and TLC analysis for P. indica authentication in standardized herbal medicines production. Plant microscopic observation, fluorescence analysis, and polyphenol screening were conducted. n-Hexane, ethyl acetate, and methanol extracts of plant organs were then analyzed by TLC. Here, we reported that in microscopical analysis the simplicia of P. indica contains trichomes and tannin-containing cells. In addition, chlorogenic acid as a marker was present in TLC analysis by ethyl acetate-water-formic acid-acetic acid (8.5:1.5:1:1, v/v). The results of this evaluation might provide additional information in the identification, authentication, and quality control of P. indica as a raw material for herbal medicine.
梅花(L.)在印度尼西亚,传统上使用Less来治疗产后妇女。该植物具有许多药理特性,因此可以进一步开发为草药。在这个开发过程中,需要植物认证来确保原材料的质量。一种简单的显微镜和薄层色谱(TLC)分析可能是鉴别该植物的一种方法,但从未报道过。为此,本研究对标准化中药材生产中籼稻稻的显微鉴别和薄层色谱鉴别方法进行了评价。进行植物显微观察、荧光分析和多酚筛选。然后用薄层色谱法分析植物器官的正己烷、乙酸乙酯和甲醇提取物。在这里,我们报道了在显微分析中,印度单胞含有毛状体和含单宁的细胞。此外,在乙酸乙酯-水-甲酸-乙酸(8.5:1.5:1:1,v/v)的TLC分析中,绿原酸作为标记存在。该评价结果可为印楝药材的鉴别、鉴定和质量控制提供参考。
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引用次数: 0
Antioxidative Parameters Improvements on Nutritional Approach: A Study on Hypoxic Multiple Organs of Sprague-Dawley 营养方法改善抗氧化参数:Sprague-Dawley多器官缺氧的研究
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-09 DOI: 10.4308/hjb.31.1.59-70
Andreanyta Meliala, Paramita Narwidina, Yogi Tri Sumarno
In various organs, such as the heart, kidneys, and colon, hypoxia enhances the generation of reactive oxygen species (ROS). However, the effects of reoxygenation, as occurs in intermittent hypoxia (IH) to achieve full recovery of hypoxic organs, are not yet clear. The acclimatization response can boost blood oxygen transport capacity, while hypoxia ROS can impact erythrocytes and plasma behavior, resulting in poor peripheral blood flow. This study aimed to study the antioxidant impact of puree Ficus carica (PFC) in rats with IH-induced oxidative stress. Twenty-nine Sprague-Dawley rats were randomly divided into five groups: group N (control, untreated and not exposed to IH, and Group HC was exposed to hypoxia and received distilled water. Group HPF-6.25, HPF-12.5, and HPF-25 (n = 6) received PFC with doses 6.25; 12.5; and 25 ml/kg/d, respectively for 4 weeks before IH exposure. At the end of 4 weeks, all animals except controls were exposed to IH (10% O2 and 90% N2; 4 hours/day for one week). Hematological parameters were measured with several oxidative stress indicators. Hypoxic rats exhibited substantially higher hemoglobin, hematocrit, and mean corpuscular hemoglobin concentrations. All groups exposed to IH showed increased malondialdehyde (MDA) and decreased superoxide dismutase (SOD) activity in the heart, kidneys, and colon. The increasing MDA and decreasing SOD compared to controls and pre-treatment using PFC had a dose-dependent protective effect on the heart, kidneys, and colon.
在心脏、肾脏和结肠等多种器官中,缺氧可促进活性氧(ROS)的生成。然而,在间歇性缺氧(IH)中,再氧合对缺氧器官完全恢复的作用尚不清楚。适应反应可以提高血氧运输能力,而缺氧ROS会影响红细胞和血浆的行为,导致外周血流不畅。本研究旨在研究无花果果泥(PFC)对ih诱导的氧化应激大鼠的抗氧化作用。29只Sprague-Dawley大鼠随机分为5组:N组(对照组,未处理,未暴露于IH), HC组暴露于缺氧并饮用蒸馏水。HPF-6.25组、HPF-12.5组和HPF-25组(n = 6)接受剂量为6.25的PFC;12.5;和25 ml/kg/d,在IH暴露前4周。4周结束时,除对照组外,所有动物均暴露于IH (10% O2和90% N2;每天4小时,持续一周)。用几种氧化应激指标测定血液学参数。缺氧大鼠表现出明显较高的血红蛋白、红细胞压积和平均红细胞血红蛋白浓度。暴露于IH的所有组均显示丙二醛(MDA)升高,心脏、肾脏和结肠超氧化物歧化酶(SOD)活性降低。与对照组和PFC预处理相比,MDA升高和SOD降低对心脏、肾脏和结肠具有剂量依赖性的保护作用。
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引用次数: 0
Biomineralization Biotechnology Utilizing Lysinibacillus sphaericus to Improve Mechanical Properties of Mortar 利用球形赖氨酸芽孢杆菌改善砂浆力学性能的生物矿化技术
Q3 Agricultural and Biological Sciences Pub Date : 2023-10-03 DOI: 10.4308/hjb.31.1.48-58
Ridwan Syarif, Siti Khodijah Chaerun, Ridho Kresna Wattimena
Biomineralization has notably enhanced the qualities of cement-based materials, particularly through bacterial-facilitated calcite precipitation via calcium lactate oxidation. However, existing research mainly targets self-healing aspects, with little focus on bio-based mortar properties. Consequently, this study provides a comprehensive examination of the enhancements in dry density, ultrasonic pulse velocity (UPV), and flexural strength, achieved through the application of a novel indigenous bacterial strain (Lysinibacillus sphaericus strain SKC/VA-1) from Indonesia, coupled with the incorporation of calcium lactate pentahydrate as an additive. A total of six mortar samples were prepared to investigate the influence of bacteria on the properties of mortar through biomineralization. The samples included plain mortar (M), mortar mixed with calcium lactate pentahydrate (ML), mortar mixed with a 10% v/v bacterial inoculum (MB1), mortar mixed with calcium lactate pentahydrate and a 10% v/v bacterial inoculum (MLB1), mortar mixed with a 20% v/v bacterial inoculum (MB2), and mortar mixed with calcium lactate pentahydrate and a 20% v/v bacterial inoculum (MLB2). The employment of a distinct bacterial strain for oxidizing calcium lactate represents an innovative aspect of the current study. The presence of organic calcium was found to have no adverse effects on the mortar matrix. Optimal inoculum concentrations of bacteria (10% v/v), in conjunction with calcium lactate pentahydrate, yielded superior mechanical properties. Mineralogical characterization via X-ray diffraction and microstructural analysis through scanning electron microscopy substantiated the incidence of calcite precipitation, which facilitated pore infilling and consequently augmented both the ultrasonic pulse velocity and the flexural strength of the mortar.
生物矿化显著提高了水泥基材料的质量,特别是通过乳酸钙氧化细菌促进方解石沉淀。然而,现有的研究主要集中在自修复方面,很少关注生物基砂浆的性能。因此,本研究提供了一个全面的检查,在干密度,超声脉冲速度(UPV)和抗弯强度的增强,通过应用一种新的本地菌株(来自印度尼西亚的球形Lysinibacillus sphaericus菌株SKC/VA-1),再加上掺入五水乳酸钙作为添加剂实现。制备了6个砂浆样品,通过生物矿化研究细菌对砂浆性能的影响。样品包括普通砂浆(M)、混合五水合乳酸钙砂浆(ML)、混合10% v/v细菌接种剂砂浆(MB1)、混合五水合乳酸钙和10% v/v细菌接种剂砂浆(MLB1)、混合20% v/v细菌接种剂砂浆(MB2)、混合五水合乳酸钙和20% v/v细菌接种剂砂浆(MLB2)。使用一种独特的细菌菌株氧化乳酸钙代表了当前研究的一个创新方面。有机钙的存在对砂浆基质没有不良影响。细菌的最佳接种浓度(10% v/v),与五水乳酸钙结合,产生了优越的机械性能。通过x射线衍射的矿物学表征和扫描电镜的微观结构分析证实了方解石沉淀的发生,方解石沉淀促进了孔隙填充,从而提高了超声脉冲速度和砂浆的抗折强度。
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引用次数: 0
Oxidative Stress, Hypoxia-Inducible Factor-1α, and Nuclear Factor-Erythroid 2-Related Factor 2 in the Hearts of Rats Exposed to Intermittent Hypobaric Hypoxia 间歇性低氧大鼠心脏氧化应激、缺氧诱导因子-1α和核因子-红细胞2相关因子2的研究
Q3 Agricultural and Biological Sciences Pub Date : 2023-09-25 DOI: 10.4308/hjb.31.1.39-47
Wardaya Wardaya, Wawan Mulyawan, Sri Widia A Jusman, Mohamad Sadikin
Hypobaric hypoxia is situation that might occur to helicopter pilots in Indonesia who must fly at an altitude of more than 3,048 m such as in Papua. It can be dangerous because hypoxic condition can affect person's performance. So far, the heart is known as an aerobic organ and very sensitive to hypoxic conditions. Hitherto, the effects of hypobaric hypoxia exposure on biomolecular aspects of the heart are still unclear. Therefore, this study assessed cardiac response in rats exposed to intermittent hypobaric hypoxia (IHH) (equivalent to 3,048 meters/10,000 feet). Sprague-Dawley rats were divided into six groups: control; acute hypobaric hypoxia (AHH); and IHH, for 7; 14; 21; and 28 days. We measured super oxide dismutase (SOD), catalase (CAT), glutathione peroxidase (GPx) activities, reduced glutathione (GSH), malondialdehyde (MDA), cytoglobin, myoglobin, HIF-1α, and Nrf2 level as our parameters. Activities of SOD, CAT, GPx and GSH increased while the levels of MDA, cytoglobin, myoglobin, HIF-1α, and Nrf2 decreased in all IHH groups compared with the AHH group. A biphasic pattern was observed as IHH sessions increased from 14 to 21 or 28. Where the IHH treatment for more than 14 sessions caused a decrease in endogenous antioxidants, but the response to hypoxia and oxidative stress increased. Our findings presented the molecular alterations of cardiac rats exposed to intermittent hypobaric hypoxia.
低气压缺氧是指像巴布亚一样,在海拔3048米以上的印度尼西亚,直升机驾驶员可能会出现的情况。这是很危险的,因为缺氧会影响人的表现。到目前为止,心脏被认为是一个有氧器官,对缺氧条件非常敏感。迄今为止,低压缺氧暴露对心脏生物分子方面的影响尚不清楚。因此,本研究评估了暴露于间歇性低压缺氧(IHH)(相当于3,048米/10,000英尺)的大鼠的心脏反应。Sprague-Dawley大鼠分为6组:对照组;急性低压缺氧(AHH);IHH代表7;14;21;28天。我们测量了超氧化物歧化酶(SOD)、过氧化氢酶(CAT)、谷胱甘肽过氧化物酶(GPx)活性、还原型谷胱甘肽(GSH)、丙二醛(MDA)、细胞红蛋白、肌红蛋白、HIF-1α和Nrf2水平作为我们的参数。与AHH组相比,IHH组SOD、CAT、GPx和GSH活性升高,MDA、细胞红蛋白、肌红蛋白、HIF-1α和Nrf2水平降低。当IHH从14次增加到21次或28次时,观察到双相模式。IHH治疗超过14个疗程导致内源性抗氧化剂减少,但对缺氧和氧化应激的反应增加。我们的研究结果展示了暴露于间歇性低压缺氧的心脏大鼠的分子变化。
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引用次数: 0
Photosynthetic Rate Prediction Model of Golden Melon Plant (Cucumis melo L.) at Vegetative Phase in Greenhouse using Artificial Neural Networks 基于人工神经网络的温室金瓜植物营养期光合速率预测模型
Q3 Agricultural and Biological Sciences Pub Date : 2023-09-22 DOI: 10.4308/hjb.31.1.30-38
None Erniati, Herry Suhardiyanto, Rokhani Hasbullah, None Supriyanto
The most critical parameter affecting plant growth is the photosynthetic rate. The parameter can be determined by measuring the rate of CO2 assimilation that occurs in plants. Developing a photosynthetic rate model can recommend proper cultivation maintenance in melon plants. Hence, the involvement of input parameters in the developed model affects the accuracy of the prediction. This study aims to develop an artificial neural networks (ANNs) prediction model of the photosynthetic rate of melon plants in the vegetative phase in the greenhouse based on seven environmental and growth parameters and find the best model structure. Model development uses artificial neural networks with several stages: data collection and pre-processing, model development with different input variations, model validation, and selection of the best scenario to predict photosynthetic rate. The results showed that five out of seven input parameters, i.e., air temperature, sunlight intensity, CO2 concentration, air humidity, and plant rows, in the model structure of five inputs, six hidden and one output were the best model scenarios with coefficient of determination (R2) and root mean square error (RMSE) of 0.986 and 0.420, respectively.
影响植物生长的最关键参数是光合速率。这个参数可以通过测量植物体内二氧化碳的同化速率来确定。建立光合速率模型可以为甜瓜栽培养护提供建议。因此,模型中输入参数的参与会影响预测的准确性。本研究旨在建立基于7个环境和生长参数的温室甜瓜植物营养期光合速率的人工神经网络(ann)预测模型,并寻找最佳模型结构。模型开发使用人工神经网络,分为几个阶段:数据收集和预处理、不同输入变量的模型开发、模型验证和选择预测光合速率的最佳方案。结果表明,在5个输入、6个隐含和1个输出的模型结构中,气温、日照强度、CO2浓度、空气湿度和植物行数这7个输入参数中,5个是最佳的模型情景,其决定系数(R2)和均方根误差(RMSE)分别为0.986和0.420。
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引用次数: 0
Antigout Activity of The Spatholobus littoralis Hassk. Extract Fractions Against Xanthine Oxidase: Its Metabolite Profile and Inhibition Kinetics 滨海鸡血藤抗痛风活性研究。黄嘌呤氧化酶提取物:代谢谱及抑制动力学
Q3 Agricultural and Biological Sciences Pub Date : 2023-09-19 DOI: 10.4308/hjb.31.1.1-20
Rut Novalia Rahmawati Sianipar, Komar Sutriah, Dyah Iswantini, None Trivadila, Suminar Setiati Achmadi
The Spatholobus littoralis Hassk. (S. littoralis Hassk.) is a native plant in Indonesia and has been widely used in traditional Dayaknese medicine for non-communicable degenerative diseases. One of these illnesses, known as gout, is caused by excessive uric acid in the blood, which is the catalytic byproduct of a xanthine oxidase (XO) enzyme. In this work, we investigated the inhibition kinetics of XO and identified bioactive compounds from the stem extract fractions of S. littoralis Hassk. using liquid chromatography-mass spectrometry/mass spectrometry (LC-MS/MS). Fractionation was carried out to obtain n-hexane, dichloromethane, and 1-butanol fractions from the water and 70% ethanol extracts. Fraction of 1-butanol from 70% ethanol and water extract displayed potent inhibitors of XO with IC50 value 116.91±3.51 and 137.15±5.00 mg/L, respectively. Lineweaver-Burk plot analysis showed that the 1-butanol fraction from the two extracts inhibited XO competitively. The 1-butanol fraction from the two extracts has been further identified as a bioactive fraction. The majority of the compounds in the two active fractions were phenolics. These findings revealed that the 1-butanol fraction from the two extracts is promising as an antigout treatment in the future.
滨海鸡血藤。(S. littoralis Hassk.)是印度尼西亚的一种本地植物,在传统的大雅医学中被广泛用于治疗非传染性退行性疾病。其中一种疾病,被称为痛风,是由血液中过量的尿酸引起的,尿酸是黄嘌呤氧化酶(XO)的催化副产物。在这项工作中,我们研究了XO的抑制动力学和鉴定的生物活性化合物,从海荆芥茎提取部分。采用液相色谱-质谱/质谱(LC-MS/MS)。从水和70%乙醇提取物中分馏得到正己烷、二氯甲烷和1-丁醇馏分。70%乙醇和水提取物的1-丁醇组分对XO有较强的抑制作用,IC50值分别为116.91±3.51和137.15±5.00 mg/L。Lineweaver-Burk图分析表明,两种提取物的1-丁醇组分对XO具有竞争性抑制作用。从这两种提取物中提取的1-丁醇部分已被进一步鉴定为生物活性部分。两种活性组分中以酚类化合物居多。这些发现表明,从这两种提取物中提取的1-丁醇部分有希望在未来作为一种抗痛风治疗。
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引用次数: 0
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HAYATI Journal of Biosciences
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