首页 > 最新文献

arXiv - QuanBio - Other Quantitative Biology最新文献

英文 中文
Opportunities and challenges of mRNA technologies in development of Dengue Virus Vaccine mRNA 技术在登革热病毒疫苗开发中的机遇与挑战
Pub Date : 2024-09-17 DOI: arxiv-2409.10805
Xiaoyang Liu, Daniel Salmon
Dengue virus (DENV) is a mosquito-borne virus with a significant human healthconcern. With 390 million infections annually and 96 million showing clinicalsymptoms, severe dengue can lead to life-threatening conditions like denguehemorrhagic fever (DHF) and dengue shock syndrome (DSS). The only FDA-approvedvaccine, Dengvaxia, has limitations due to antibody-dependent enhancement(ADE), necessitating careful administration. The recent pre-approval of TAK-003by WHO in 2024 highlights ongoing efforts to improve vaccine options. Thisreview explores recent advancements in dengue vaccine development, emphasizingpotential utility of mRNA-based vaccines. By examining current clinical trialdata and innovations, we aim to identify promising strategies to address thelimitations of existing vaccines and enhance global dengue prevention efforts.
登革热病毒(DENV)是一种由蚊子传播的病毒,严重危害人类健康。每年有 3.9 亿人感染登革热,其中 9600 万人出现临床症状,严重的登革热可导致出血性登革热(DHF)和登革热休克综合征(DSS)等危及生命的病症。美国食品和药物管理局批准的唯一疫苗登革热疫苗(Dengvaxia)存在抗体依赖性增强(ADE)的局限性,需要谨慎用药。最近,世卫组织于 2024 年预先批准了 TAK-003 疫苗,这凸显了目前为改进疫苗选择所做的努力。本综述探讨了登革热疫苗研发的最新进展,强调了基于 mRNA 的疫苗的潜在效用。通过研究当前的临床试验数据和创新,我们旨在确定有前景的战略,以解决现有疫苗的局限性并加强全球登革热预防工作。
{"title":"Opportunities and challenges of mRNA technologies in development of Dengue Virus Vaccine","authors":"Xiaoyang Liu, Daniel Salmon","doi":"arxiv-2409.10805","DOIUrl":"https://doi.org/arxiv-2409.10805","url":null,"abstract":"Dengue virus (DENV) is a mosquito-borne virus with a significant human health\u0000concern. With 390 million infections annually and 96 million showing clinical\u0000symptoms, severe dengue can lead to life-threatening conditions like dengue\u0000hemorrhagic fever (DHF) and dengue shock syndrome (DSS). The only FDA-approved\u0000vaccine, Dengvaxia, has limitations due to antibody-dependent enhancement\u0000(ADE), necessitating careful administration. The recent pre-approval of TAK-003\u0000by WHO in 2024 highlights ongoing efforts to improve vaccine options. This\u0000review explores recent advancements in dengue vaccine development, emphasizing\u0000potential utility of mRNA-based vaccines. By examining current clinical trial\u0000data and innovations, we aim to identify promising strategies to address the\u0000limitations of existing vaccines and enhance global dengue prevention efforts.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"41 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142261164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Compatibility studies of loquat scions with loquat and quince rootstocks 枇杷接穗与枇杷和榅桲砧木的兼容性研究
Pub Date : 2024-09-17 DOI: arxiv-2409.11451
Rasul Rafiq Aziz, Fakhraddin Mustafa Hama Salih, Ibrahim Maaroof Noori
Experiment 1. Rooting of quince hardwood cuttings: Rooting success wasinfluenced by both the concentrations of IBA and the selection of rootingmedia. However, the control group (without IBA) notably enhanced rooting whencompared to the various IBA concentrations. Cuttings in the control group(without IBA) and those planted in river sand exhibited notably highpercentages of successful rooting, underscoring the importance of the selectedplanting medium. Experiment 2. Bench grafting of loquat: The success ofgrafting loquat cutting stocks varied based on grafting dates, types ofcuttings, and concentrations of IBA. However, IBA at different concentrationsdid not have a significant impact. Notably, certain interactions such asgrafting on February 20 with loquat stock cuttings, yielded higher percentagesof successful graft bud sprouting. Experiment 3. Performance of graftingloquats onto different rootstocks: Grafting success was notably influenced bythe selection of rootstock, with loquat rootstock demonstrating superiorperformance compared to quince. The highest significant levels of successfulgrafting were attained on February 20, underscoring the crucial role ofgrafting dates. Experiment 4. Impact of tree stock types on grafting success:Grafting success percentage was higher in loquat tree stock when compared toquince. The consistency of grafting success percentages across three datesunderscores the significant influence of rootstock type. Experiment 5. Benchgrafting of loquat cutting stocks: Graft bud sprout percentages exhibitedvariations, with loquat stock cuttings surpassing quince. Grafting successdemonstrated a consistent increase from February 20 to March 30, underscoringthe importance of selecting appropriate grafting dates.
实验 1.榅桲硬木插条的生根:生根成功率受 IBA 浓度和生根介质选择的影响。然而,与不同浓度的 IBA 相比,对照组(不含 IBA)的生根率明显提高。对照组(不含 IBA)和种植在河沙中的插条的生根成功率明显较高,这突出表明了所选种植介质的重要性。实验 2.枇杷的台式嫁接:根据嫁接日期、插条类型和 IBA 浓度的不同,枇杷插条的嫁接成功率也不同。然而,不同浓度的 IBA 并没有显著影响。值得注意的是,某些交互作用,如在 2 月 20 日嫁接枇杷扦插苗,嫁接芽萌发的成功率较高。实验 3.将枇杷嫁接到不同砧木上的效果:砧木的选择对嫁接成功率有显著影响,枇杷砧木的表现优于榅桲砧木。2 月 20 日的嫁接成功率最高,这说明嫁接日期的关键作用。实验 4.树种对嫁接成功率的影响:与榅桲相比,枇杷树种的嫁接成功率更高。三个日期的嫁接成功率一致,说明砧木类型对嫁接的影响很大。实验 5.枇杷砧木的基准嫁接:嫁接芽萌发率出现了变化,枇杷扦插苗超过了榅桲。从 2 月 20 日到 3 月 30 日,嫁接成功率持续上升,这说明选择适当嫁接日期的重要性。
{"title":"Compatibility studies of loquat scions with loquat and quince rootstocks","authors":"Rasul Rafiq Aziz, Fakhraddin Mustafa Hama Salih, Ibrahim Maaroof Noori","doi":"arxiv-2409.11451","DOIUrl":"https://doi.org/arxiv-2409.11451","url":null,"abstract":"Experiment 1. Rooting of quince hardwood cuttings: Rooting success was\u0000influenced by both the concentrations of IBA and the selection of rooting\u0000media. However, the control group (without IBA) notably enhanced rooting when\u0000compared to the various IBA concentrations. Cuttings in the control group\u0000(without IBA) and those planted in river sand exhibited notably high\u0000percentages of successful rooting, underscoring the importance of the selected\u0000planting medium. Experiment 2. Bench grafting of loquat: The success of\u0000grafting loquat cutting stocks varied based on grafting dates, types of\u0000cuttings, and concentrations of IBA. However, IBA at different concentrations\u0000did not have a significant impact. Notably, certain interactions such as\u0000grafting on February 20 with loquat stock cuttings, yielded higher percentages\u0000of successful graft bud sprouting. Experiment 3. Performance of grafting\u0000loquats onto different rootstocks: Grafting success was notably influenced by\u0000the selection of rootstock, with loquat rootstock demonstrating superior\u0000performance compared to quince. The highest significant levels of successful\u0000grafting were attained on February 20, underscoring the crucial role of\u0000grafting dates. Experiment 4. Impact of tree stock types on grafting success:\u0000Grafting success percentage was higher in loquat tree stock when compared to\u0000quince. The consistency of grafting success percentages across three dates\u0000underscores the significant influence of rootstock type. Experiment 5. Bench\u0000grafting of loquat cutting stocks: Graft bud sprout percentages exhibited\u0000variations, with loquat stock cuttings surpassing quince. Grafting success\u0000demonstrated a consistent increase from February 20 to March 30, underscoring\u0000the importance of selecting appropriate grafting dates.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"26 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142261166","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of Potential Biases and Validity of Studies Using Multiverse Approaches to Assess the Impacts of Government Responses to Epidemics 使用多元宇宙方法评估政府应对流行病影响的研究的潜在偏差和有效性分析
Pub Date : 2024-09-11 DOI: arxiv-2409.06930
Jeremy D. Goldhaber-Fiebert
We analyze the methodological approach and validity of interpretation ofusing national-level time-series regression analyses relating epidemic outcomesto policies that estimate many models involving permutations of analyticchoices (i.e., a "multiverse" approach). Specifically, we evaluate the possiblebiases and pitfalls of interpretation of a multiverse approach to the contextof government responses to epidemics using the example of COVID-19 and arecently published peer-reviewed paper by Bendavid and Patel (2024) along withthe subsequent commentary that the two authors published discussing andinterpreting the implications of their work. While we identify multiplepotential errors and sources of biases in how the specific analyses wereundertaken that are also relevant for other studies employing similarapproaches, our most important finding involves constructing a counterexampleshowing that causal model specification-agnostic multiverse analyses can beincorrectly used to suggest that no consistent effect can be discovered in dataespecially in cases where most specifications estimated with the data are farfrom causally valid. Finally, we suggest an alternative approach involvinghypothesis-drive specifications that explicitly account for infectiousnessacross jurisdictions in the analysis as well as the interconnected ways thatpolicies and behavioral responses may evolve within and across thesejurisdictions.
我们分析了使用国家级时间序列回归分析将流行病结果与政策联系起来的方法,以及对涉及分析选择排列的许多模型(即 "多元宇宙 "方法)进行解释的有效性。具体来说,我们以 COVID-19 为例,评估了在政府应对流行病的背景下解释多元宇宙方法可能存在的偏差和误区,以及 Bendavid 和 Patel(2024 年)最近发表的经同行评审的论文,以及两位作者随后发表的讨论和解释其工作影响的评论。虽然我们发现了具体分析过程中可能存在的多种错误和偏差,这些错误和偏差也与其他采用类似方法的研究相关,但我们最重要的发现是构建了一个反例,表明因果模型规格不一致的多元宇宙分析可能被错误地用于表明无法在数据中发现一致的效应,尤其是在使用数据估计的大多数规格远非因果有效的情况下。最后,我们提出了另一种方法,即在分析中明确考虑跨辖区的传染性,以及政策和行为反应在这些辖区内和辖区间的演变方式。
{"title":"Analysis of Potential Biases and Validity of Studies Using Multiverse Approaches to Assess the Impacts of Government Responses to Epidemics","authors":"Jeremy D. Goldhaber-Fiebert","doi":"arxiv-2409.06930","DOIUrl":"https://doi.org/arxiv-2409.06930","url":null,"abstract":"We analyze the methodological approach and validity of interpretation of\u0000using national-level time-series regression analyses relating epidemic outcomes\u0000to policies that estimate many models involving permutations of analytic\u0000choices (i.e., a \"multiverse\" approach). Specifically, we evaluate the possible\u0000biases and pitfalls of interpretation of a multiverse approach to the context\u0000of government responses to epidemics using the example of COVID-19 and a\u0000recently published peer-reviewed paper by Bendavid and Patel (2024) along with\u0000the subsequent commentary that the two authors published discussing and\u0000interpreting the implications of their work. While we identify multiple\u0000potential errors and sources of biases in how the specific analyses were\u0000undertaken that are also relevant for other studies employing similar\u0000approaches, our most important finding involves constructing a counterexample\u0000showing that causal model specification-agnostic multiverse analyses can be\u0000incorrectly used to suggest that no consistent effect can be discovered in data\u0000especially in cases where most specifications estimated with the data are far\u0000from causally valid. Finally, we suggest an alternative approach involving\u0000hypothesis-drive specifications that explicitly account for infectiousness\u0000across jurisdictions in the analysis as well as the interconnected ways that\u0000policies and behavioral responses may evolve within and across these\u0000jurisdictions.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"48 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Advances in Nanoparticle-Based Targeted Drug Delivery Systems for Colorectal Cancer Therapy: A Review 基于纳米粒子的结直肠癌靶向给药系统的研究进展:综述
Pub Date : 2024-09-08 DOI: arxiv-2409.05222
Mahadi Hasan, Camryn Grace Evett, Jack Burton
Colorectal cancer (CRC) continues to be a significant global health burden,prompting the need for more effective and targeted therapeutic strategies.Nanoparticle-based drug delivery systems have emerged as a promising approachto address the limitations of conventional chemotherapy, offering enhancedspecificity, reduced systemic toxicity, and improved therapeutic outcomes. Thispaper provides an in-depth review of the current advancements in theapplication of nanoparticles as vehicles for targeted drug delivery in CRCtherapy. It covers a variety of nanoparticle types, including liposomes,polymeric nanoparticles, dendrimers, and mesoporous silica nanoparticles(MSNs), with a focus on their design, functionalization, and mechanisms ofaction. This review also examines the challenges associated with the clinicaltranslation of these technologies and explores future directions, emphasizingthe potential of nanoparticle-based systems to revolutionize CRC treatment.
基于纳米粒子的给药系统是解决传统化疗局限性的一种很有前途的方法,它能提高特异性、降低全身毒性并改善治疗效果。本文深入评述了纳米粒子作为靶向给药载体在 CRC 治疗中的应用进展。它涵盖了各种类型的纳米颗粒,包括脂质体、聚合物纳米颗粒、树枝状聚合物和介孔二氧化硅纳米颗粒(MSNs),重点介绍了它们的设计、功能化和作用机制。这篇综述还探讨了与这些技术的临床转化相关的挑战,并探索了未来的发展方向,同时强调了基于纳米粒子的系统彻底改变 CRC 治疗的潜力。
{"title":"Advances in Nanoparticle-Based Targeted Drug Delivery Systems for Colorectal Cancer Therapy: A Review","authors":"Mahadi Hasan, Camryn Grace Evett, Jack Burton","doi":"arxiv-2409.05222","DOIUrl":"https://doi.org/arxiv-2409.05222","url":null,"abstract":"Colorectal cancer (CRC) continues to be a significant global health burden,\u0000prompting the need for more effective and targeted therapeutic strategies.\u0000Nanoparticle-based drug delivery systems have emerged as a promising approach\u0000to address the limitations of conventional chemotherapy, offering enhanced\u0000specificity, reduced systemic toxicity, and improved therapeutic outcomes. This\u0000paper provides an in-depth review of the current advancements in the\u0000application of nanoparticles as vehicles for targeted drug delivery in CRC\u0000therapy. It covers a variety of nanoparticle types, including liposomes,\u0000polymeric nanoparticles, dendrimers, and mesoporous silica nanoparticles\u0000(MSNs), with a focus on their design, functionalization, and mechanisms of\u0000action. This review also examines the challenges associated with the clinical\u0000translation of these technologies and explores future directions, emphasizing\u0000the potential of nanoparticle-based systems to revolutionize CRC treatment.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"23 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unveiling Parkinson's Disease-like Changes Triggered by Spaceflight 揭示太空飞行引发的帕金森病样变化
Pub Date : 2024-08-25 DOI: arxiv-2408.15021
Nilufar Ali, Afshin Beheshti, Greg Hampikian
A meta-analysis of spaceflight data from both mouse and human flights revealsa striking overlap with Parkinson's disease (PD). Parallels include: changes ingait, loss of dopamine, sustained changes in the basal ganglia, loss oftyrosine hydroxylase in the substantia nigra, and systemic mitochondrialdysfunction. We identified specific Parkinson's genes differentially expressedpost-spaceflight. These evidences indicate that spaceflight stressor-inducedchanges in the brain may become permanent during deep space exploration, posinga risk of PD in astronauts
对小鼠和人类的太空飞行数据进行的元分析表明,这些数据与帕金森病(PD)惊人地重叠。相似之处包括:步态的变化、多巴胺的丧失、基底神经节的持续变化、黑质中酪氨酸羟化酶的丧失以及全身线粒体功能障碍。我们确定了特定的帕金森病基因在太空飞行后的不同表达。这些证据表明,在深空探索过程中,太空飞行压力诱发的大脑变化可能会成为永久性的,从而给宇航员带来帕金森病的风险。
{"title":"Unveiling Parkinson's Disease-like Changes Triggered by Spaceflight","authors":"Nilufar Ali, Afshin Beheshti, Greg Hampikian","doi":"arxiv-2408.15021","DOIUrl":"https://doi.org/arxiv-2408.15021","url":null,"abstract":"A meta-analysis of spaceflight data from both mouse and human flights reveals\u0000a striking overlap with Parkinson's disease (PD). Parallels include: changes in\u0000gait, loss of dopamine, sustained changes in the basal ganglia, loss of\u0000tyrosine hydroxylase in the substantia nigra, and systemic mitochondrial\u0000dysfunction. We identified specific Parkinson's genes differentially expressed\u0000post-spaceflight. These evidences indicate that spaceflight stressor-induced\u0000changes in the brain may become permanent during deep space exploration, posing\u0000a risk of PD in astronauts","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"51 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comment on Miscalibration of the Honeybee Odometer 关于蜜蜂里程表误判的评论
Pub Date : 2024-08-21 DOI: arxiv-2408.11520
Mandyam Srinivasan, Juergen Tautz, Geoffrey W Stuart
This is a point-by-point response to a non-peer-reviewed document titled TheMiscalibration of the Honeybee Odometer [arXiv:2405.12998], authored by L.Luebbert and L. Pachter, that was published on arXiv on 8 May 2024 andsubsequently publicised via social and mainstream media. The authors nevercontacted Srinivasan or Tautz personally with their queries, nor did they seekclarification. They do not work in this research area, and they have drawnseveral unjustified conclusions that reflect a limited understanding of thedata they have examined.
本文是对L.Luebbert和L.Pachter撰写的题为《蜜蜂里程表的误差》(TheMiscalibration of the Honeybee Odometer)[arXiv:2405.12998]的非同行评审文件的逐点回应,该文件于2024年5月8日发表在arXiv上,随后通过社交媒体和主流媒体进行了宣传。作者从未亲自联系斯里尼瓦桑或陶兹提出疑问,也没有寻求澄清。他们并不从事这一研究领域的工作,而且得出了许多不合理的结论,反映出他们对所研究数据的理解有限。
{"title":"Comment on Miscalibration of the Honeybee Odometer","authors":"Mandyam Srinivasan, Juergen Tautz, Geoffrey W Stuart","doi":"arxiv-2408.11520","DOIUrl":"https://doi.org/arxiv-2408.11520","url":null,"abstract":"This is a point-by-point response to a non-peer-reviewed document titled The\u0000Miscalibration of the Honeybee Odometer [arXiv:2405.12998], authored by L.\u0000Luebbert and L. Pachter, that was published on arXiv on 8 May 2024 and\u0000subsequently publicised via social and mainstream media. The authors never\u0000contacted Srinivasan or Tautz personally with their queries, nor did they seek\u0000clarification. They do not work in this research area, and they have drawn\u0000several unjustified conclusions that reflect a limited understanding of the\u0000data they have examined.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
biorecap: an R package for summarizing bioRxiv preprints with a local LLM biorecap:用本地 LLM 总结 bioRxiv 预印本的 R 软件包
Pub Date : 2024-08-21 DOI: arxiv-2408.11707
Stephen D. Turner
The establishment of bioRxiv facilitated the rapid adoption of preprints inthe life sciences, accelerating the dissemination of new research findings.However, the sheer volume of preprints published daily can be overwhelming,making it challenging for researchers to stay updated on the latestdevelopments. Here, I introduce biorecap, an R package that retrieves andsummarizes bioRxiv preprints using a large language model (LLM) running locallyon nearly any commodity laptop. biorecap leverages the ollamar package tointerface with the Ollama server and API endpoints, allowing users to promptany local LLM available through Ollama. The package follows tidyverseconventions, enabling users to pipe the output of one function as input toanother. Additionally, biorecap provides a single wrapper function thatgenerates a timestamped CSV file and HTML report containing short summaries ofrecent preprints published in user-configurable subject areas. By combining thestrengths of LLMs with the flexibility and security of local execution,biorecap represents an advancement in the tools available for managing theinformation overload in modern scientific research. The biorecap R package isavailable on GitHub at https://github.com/stephenturner/biorecap under anopen-source (MIT) license.
bioRxiv的建立促进了预印本在生命科学领域的快速应用,加速了新研究成果的传播。然而,每天发表的预印本数量之大可能会让人应接不暇,这使得研究人员难以及时了解最新进展。在这里,我将介绍 biorecap,它是一个 R 软件包,可以使用在几乎所有商品笔记本电脑上本地运行的大型语言模型(LLM)检索和汇总 bioRxiv 预印本。biorecap 利用 ollamar 软件包与 Ollama 服务器和 API 端点接口,允许用户通过 Ollama 提示任何可用的本地 LLM。该软件包遵循 tidyverseconventions,使用户能够将一个函数的输出作为另一个函数的输入。此外,biorecap 还提供了一个封装函数,可生成带有时间戳的 CSV 文件和 HTML 报告,其中包含用户可配置的主题领域中近期发表的预印本的简短摘要。通过将 LLM 的优势与本地执行的灵活性和安全性相结合,biorecap 代表了现代科学研究中信息过载管理工具的一大进步。biorecap R 软件包可在 GitHub https://github.com/stephenturner/biorecap 上获取,采用开源(MIT)许可。
{"title":"biorecap: an R package for summarizing bioRxiv preprints with a local LLM","authors":"Stephen D. Turner","doi":"arxiv-2408.11707","DOIUrl":"https://doi.org/arxiv-2408.11707","url":null,"abstract":"The establishment of bioRxiv facilitated the rapid adoption of preprints in\u0000the life sciences, accelerating the dissemination of new research findings.\u0000However, the sheer volume of preprints published daily can be overwhelming,\u0000making it challenging for researchers to stay updated on the latest\u0000developments. Here, I introduce biorecap, an R package that retrieves and\u0000summarizes bioRxiv preprints using a large language model (LLM) running locally\u0000on nearly any commodity laptop. biorecap leverages the ollamar package to\u0000interface with the Ollama server and API endpoints, allowing users to prompt\u0000any local LLM available through Ollama. The package follows tidyverse\u0000conventions, enabling users to pipe the output of one function as input to\u0000another. Additionally, biorecap provides a single wrapper function that\u0000generates a timestamped CSV file and HTML report containing short summaries of\u0000recent preprints published in user-configurable subject areas. By combining the\u0000strengths of LLMs with the flexibility and security of local execution,\u0000biorecap represents an advancement in the tools available for managing the\u0000information overload in modern scientific research. The biorecap R package is\u0000available on GitHub at https://github.com/stephenturner/biorecap under an\u0000open-source (MIT) license.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"13 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189272","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of IBA concentration and water soaking on rooting hardwood cuttings of black mulberry (Morus nigra L.) IBA 浓度和水浸对黑桑硬木插条生根的影响
Pub Date : 2024-08-20 DOI: arxiv-2408.11083
Rasul Rafiq Aziz, Aram Akram Mohammed, Faraydwn Karim Ahmad, Ari Jamil Ali
The research was conducted at the College of Agricultural SciencesEngineering/University of Sulaimani/ Kurdistan Region-Iraqi to investigateeffects of different concentrations of IBA (0, 3000, 4000 and 5000 ppm) andsoaking in water for 24 hours on propagation black mulberry (Morus nigra L.) byhardwood cuttings. In this research the parameters of rooting percentage, rootnumber, root length, sprout bud number, shoot length and shoot diameter weremeasured. Effect of individual factors showed that the highest rootingpercentage (15%) was achieved in cuttings soaked in water for 24 hours, as wellas improving other traits. Also, the best (23.33%) rooting was found incuttings dipped in 4000 ppm IBA. Interaction effects of the two factors showedthat cuttings treated with 4000 ppm IBA and soaked in water for 24 hours gavethe highest (40%) rooting, and the highest other root and shoot traits wereachieved in the same interaction as well.
这项研究是在伊拉克库尔德斯坦地区苏莱曼尼大学农业科学工程学院进行的,目的是研究不同浓度的 IBA(0、3000、4000 和 5000 ppm)和在水中浸泡 24 小时对硬木扦插繁殖黑桑(Morus nigra L.)的影响。本研究测定了生根率、根数、根长、萌芽数、芽长和芽直径等参数。各因素的影响表明,在水中浸泡 24 小时的插条生根率最高(15%),其他性状也有所改善。此外,浸泡在 4000 ppm IBA 中的插条生根率最高(23.33%)。两个因素的交互效应表明,用 4000 ppm IBA 处理并在水中浸泡 24 小时的插条生根率最高(40%),在相同的交互效应下,根和芽的其他性状也最高。
{"title":"Effect of IBA concentration and water soaking on rooting hardwood cuttings of black mulberry (Morus nigra L.)","authors":"Rasul Rafiq Aziz, Aram Akram Mohammed, Faraydwn Karim Ahmad, Ari Jamil Ali","doi":"arxiv-2408.11083","DOIUrl":"https://doi.org/arxiv-2408.11083","url":null,"abstract":"The research was conducted at the College of Agricultural Sciences\u0000Engineering/University of Sulaimani/ Kurdistan Region-Iraqi to investigate\u0000effects of different concentrations of IBA (0, 3000, 4000 and 5000 ppm) and\u0000soaking in water for 24 hours on propagation black mulberry (Morus nigra L.) by\u0000hardwood cuttings. In this research the parameters of rooting percentage, root\u0000number, root length, sprout bud number, shoot length and shoot diameter were\u0000measured. Effect of individual factors showed that the highest rooting\u0000percentage (15%) was achieved in cuttings soaked in water for 24 hours, as well\u0000as improving other traits. Also, the best (23.33%) rooting was found in\u0000cuttings dipped in 4000 ppm IBA. Interaction effects of the two factors showed\u0000that cuttings treated with 4000 ppm IBA and soaked in water for 24 hours gave\u0000the highest (40%) rooting, and the highest other root and shoot traits were\u0000achieved in the same interaction as well.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"12 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Patterns of Transposable Element Distribution Around Chromatin Ligation Points Revealed by Micro-C Data Analysis 通过 Micro-C 数据分析揭示染色质连接点周围转座元件的分布模式
Pub Date : 2024-08-20 DOI: arxiv-2408.11079
Alexandr V. Vikhorev, Michael M. Rempel, Oksana O. Polesskaya, Ivan V. Savelev, Max V. Myakishev-Rempel
Transposable elements (TEs) constitute a significant portion of eukaryoticgenomes, yet their role in chromatin organization remains poorly understood.This study investigates the distribution patterns of TEs around chromatinligation points (LPs) identified through Micro-C experiments in human cells. Weanalyzed the density of various TE families within a 100kb window centered onLPs, focusing on major families such as Alu and LINE-1 (L1) elements. Ourfindings reveal distinct, non-random distribution patterns that differ betweenTE families and exhibit consistent strand-specific biases. These patterns werereproducible across two independent datasets and showed marked differences fromrandom genomic distributions. Notably, we observed family-specific variationsin TE density near LPs, with some families showing depletion at LPs followed byperiodic fluctuations in density. The consistency of these patterns across TEfamilies and their orientation relative to chromosome arms suggest afundamental relationship between TEs and higher-order chromatin structure. Ourresults provide new insights into the potential role of TEs in genomeorganization and challenge the notion of TEs as passive genomic components.This study lays the groundwork for future investigations into the functionalimplications of TE distribution in chromatin architecture and gene regulation.
可转座元件(Transposable elements,TEs)在真核基因组中占很大比例,但它们在染色质组织中的作用却鲜为人知。本研究调查了通过人类细胞中的Micro-C实验确定的染色质连接点(LPs)周围TEs的分布模式。我们分析了以 LPs 为中心的 100kb 窗口内各种 TE 家族的密度,重点分析了 Alu 和 LINE-1 (L1) 元件等主要家族。我们的发现揭示了不同 TE 族之间不同的、非随机的分布模式,并表现出一致的链特异性偏倚。这些模式在两个独立的数据集上都可以重现,并显示出与随机基因组分布的明显差异。值得注意的是,我们观察到了LPs附近TE密度的家族特异性变化,一些家族在LPs处显示出耗竭,随后密度出现周期性波动。这些模式在TE家族间的一致性以及它们相对于染色体臂的取向表明,TE与高阶染色质结构之间存在基本关系。我们的研究结果为TEs在基因组组织中的潜在作用提供了新的见解,并对TEs作为被动基因组元件的概念提出了挑战。这项研究为今后研究TE在染色质结构和基因调控中的分布的功能含义奠定了基础。
{"title":"Patterns of Transposable Element Distribution Around Chromatin Ligation Points Revealed by Micro-C Data Analysis","authors":"Alexandr V. Vikhorev, Michael M. Rempel, Oksana O. Polesskaya, Ivan V. Savelev, Max V. Myakishev-Rempel","doi":"arxiv-2408.11079","DOIUrl":"https://doi.org/arxiv-2408.11079","url":null,"abstract":"Transposable elements (TEs) constitute a significant portion of eukaryotic\u0000genomes, yet their role in chromatin organization remains poorly understood.\u0000This study investigates the distribution patterns of TEs around chromatin\u0000ligation points (LPs) identified through Micro-C experiments in human cells. We\u0000analyzed the density of various TE families within a 100kb window centered on\u0000LPs, focusing on major families such as Alu and LINE-1 (L1) elements. Our\u0000findings reveal distinct, non-random distribution patterns that differ between\u0000TE families and exhibit consistent strand-specific biases. These patterns were\u0000reproducible across two independent datasets and showed marked differences from\u0000random genomic distributions. Notably, we observed family-specific variations\u0000in TE density near LPs, with some families showing depletion at LPs followed by\u0000periodic fluctuations in density. The consistency of these patterns across TE\u0000families and their orientation relative to chromosome arms suggest a\u0000fundamental relationship between TEs and higher-order chromatin structure. Our\u0000results provide new insights into the potential role of TEs in genome\u0000organization and challenge the notion of TEs as passive genomic components.\u0000This study lays the groundwork for future investigations into the functional\u0000implications of TE distribution in chromatin architecture and gene regulation.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"9 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142224563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
GitHub is an effective platform for collaborative and reproducible laboratory research GitHub 是实验室合作研究和可重现性研究的有效平台
Pub Date : 2024-08-18 DOI: arxiv-2408.09344
Katharine Y. Chen, Maria Toro-Moreno, Arvind Rasi Subramaniam
Laboratory research is a complex, collaborative process that involves severalstages, including hypothesis formulation, experimental design, data generationand analysis, and manuscript writing. Although reproducibility and data sharingare increasingly prioritized at the publication stage, integrating theseprinciples at earlier stages of laboratory research has been hampered by thelack of broadly applicable solutions. Here, we propose that the workflow usedin modern software development offers a robust framework for enhancingreproducibility and collaboration in laboratory research. In particular, weshow that GitHub, a platform widely used for collaborative software projects,can be effectively adapted to organize and document all aspects of a researchproject's lifecycle in a molecular biology laboratory. We outline a three-stepapproach for incorporating the GitHub ecosystem into laboratory researchworkflows: 1. designing and organizing experiments using issues and projectboards, 2. documenting experiments and data analyses with a version controlsystem, and 3. ensuring reproducible software environments for data analysesand writing tasks with containerized packages. The versatility, scalability,and affordability of this approach make it suitable for various scenarios,ranging from small research groups to large, cross-institutionalcollaborations. Adopting this framework from a project's outset can increasethe efficiency and fidelity of knowledge transfer within and across researchlaboratories. An example GitHub repository based on the above approach isavailable at https://github.com/rasilab/github_demo.
实验室研究是一个复杂的协作过程,涉及多个阶段,包括假设提出、实验设计、数据生成和分析以及手稿撰写。尽管可重复性和数据共享在发表阶段越来越受到重视,但由于缺乏广泛适用的解决方案,在实验室研究的早期阶段整合这些原则一直受到阻碍。在这里,我们提出,现代软件开发中使用的工作流程为提高实验室研究的可重复性和协作性提供了一个强大的框架。我们特别展示了 GitHub(一个广泛应用于协作软件项目的平台)可以有效地用于组织和记录分子生物学实验室研究项目生命周期的各个方面。我们概述了将 GitHub 生态系统融入实验室研究工作流程的三步方法:1.使用问题和项目板设计和组织实验;2.使用版本控制系统记录实验和数据分析;3.使用容器包确保数据分析和编写任务的软件环境具有可重复性。这种方法的多功能性、可扩展性和经济性使其适用于从小型研究小组到大型跨机构合作的各种情况。从项目一开始就采用这种框架,可以提高研究实验室内部和跨实验室知识转移的效率和保真度。基于上述方法的 GitHub 知识库示例可在 https://github.com/rasilab/github_demo 上获取。
{"title":"GitHub is an effective platform for collaborative and reproducible laboratory research","authors":"Katharine Y. Chen, Maria Toro-Moreno, Arvind Rasi Subramaniam","doi":"arxiv-2408.09344","DOIUrl":"https://doi.org/arxiv-2408.09344","url":null,"abstract":"Laboratory research is a complex, collaborative process that involves several\u0000stages, including hypothesis formulation, experimental design, data generation\u0000and analysis, and manuscript writing. Although reproducibility and data sharing\u0000are increasingly prioritized at the publication stage, integrating these\u0000principles at earlier stages of laboratory research has been hampered by the\u0000lack of broadly applicable solutions. Here, we propose that the workflow used\u0000in modern software development offers a robust framework for enhancing\u0000reproducibility and collaboration in laboratory research. In particular, we\u0000show that GitHub, a platform widely used for collaborative software projects,\u0000can be effectively adapted to organize and document all aspects of a research\u0000project's lifecycle in a molecular biology laboratory. We outline a three-step\u0000approach for incorporating the GitHub ecosystem into laboratory research\u0000workflows: 1. designing and organizing experiments using issues and project\u0000boards, 2. documenting experiments and data analyses with a version control\u0000system, and 3. ensuring reproducible software environments for data analyses\u0000and writing tasks with containerized packages. The versatility, scalability,\u0000and affordability of this approach make it suitable for various scenarios,\u0000ranging from small research groups to large, cross-institutional\u0000collaborations. Adopting this framework from a project's outset can increase\u0000the efficiency and fidelity of knowledge transfer within and across research\u0000laboratories. An example GitHub repository based on the above approach is\u0000available at https://github.com/rasilab/github_demo.","PeriodicalId":501219,"journal":{"name":"arXiv - QuanBio - Other Quantitative Biology","volume":"36 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142189329","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
arXiv - QuanBio - Other Quantitative Biology
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:481959085
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