Pub Date : 2024-04-17DOI: 10.1186/s12575-024-00234-5
Yichen Wang, Wenhua Zhang, Lijun Chen, Jun Xie, Xuebin Zheng, Yan Jin, Qiang Zheng, Qianqian Xue, Bin Li, Chuan He, Haiquan Chen, Yuan Li
Neoadjuvant therapy followed by surgery has become the standard of care for locally advanced esophageal squamous cell carcinoma (ESCC) and accurate pathological response assessment is critical to assess the therapeutic efficacy. However, it can be laborious and inconsistency between different observers may occur. Hence, we aim to develop an interpretable deep-learning model for efficient pathological response assessment following neoadjuvant therapy in ESCC. This retrospective study analyzed 337 ESCC resection specimens from 2020–2021 at the Pudong-Branch (Cohort 1) and 114 from 2021–2022 at the Puxi-Branch (External Cohort 2) of Fudan University Shanghai Cancer Center. Whole slide images (WSIs) from these two cohorts were generated using different scanning machines to test the ability of the model in handling color variations. Four pathologists independently assessed the pathological response. The senior pathologists annotated tumor beds and residual tumor percentages on WSIs to determine consensus labels. Furthermore, 1850 image patches were randomly extracted from Cohort 1 WSIs and binarily classified for tumor viability. A deep-learning model employing knowledge distillation was developed to automatically classify positive patches for each WSI and estimate the viable residual tumor percentages. Spatial heatmaps were output for model explanations and visualizations. The approach achieved high concordance with pathologist consensus, with an R^2 of 0.8437, a RAcc_0.1 of 0.7586, a RAcc_0.3 of 0.9885, which were comparable to two senior pathologists (R^2 of 0.9202/0.9619, RAcc_0.1 of 8506/0.9425, RAcc_0.3 of 1.000/1.000) and surpassing two junior pathologists (R^2 of 0.5592/0.5474, RAcc_0.1 of 0.5287/0.5287, RAcc_0.3 of 0.9080/0.9310). Visualizations enabled the localization of residual viable tumor to augment microscopic assessment. This work illustrates deep learning's potential for assisting pathological response assessment. Spatial heatmaps and patch examples provide intuitive explanations of model predictions, engendering clinical trust and adoption (Code and data will be available at https://github.com/WinnieLaugh/ESCC_Percentage once the paper has been conditionally accepted). Integrating interpretable computational pathology could help enhance the efficiency and consistency of tumor response assessment and empower precise oncology treatment decisions.
{"title":"Development of an Interpretable Deep Learning Model for Pathological Tumor Response Assessment After Neoadjuvant Therapy","authors":"Yichen Wang, Wenhua Zhang, Lijun Chen, Jun Xie, Xuebin Zheng, Yan Jin, Qiang Zheng, Qianqian Xue, Bin Li, Chuan He, Haiquan Chen, Yuan Li","doi":"10.1186/s12575-024-00234-5","DOIUrl":"https://doi.org/10.1186/s12575-024-00234-5","url":null,"abstract":"Neoadjuvant therapy followed by surgery has become the standard of care for locally advanced esophageal squamous cell carcinoma (ESCC) and accurate pathological response assessment is critical to assess the therapeutic efficacy. However, it can be laborious and inconsistency between different observers may occur. Hence, we aim to develop an interpretable deep-learning model for efficient pathological response assessment following neoadjuvant therapy in ESCC. This retrospective study analyzed 337 ESCC resection specimens from 2020–2021 at the Pudong-Branch (Cohort 1) and 114 from 2021–2022 at the Puxi-Branch (External Cohort 2) of Fudan University Shanghai Cancer Center. Whole slide images (WSIs) from these two cohorts were generated using different scanning machines to test the ability of the model in handling color variations. Four pathologists independently assessed the pathological response. The senior pathologists annotated tumor beds and residual tumor percentages on WSIs to determine consensus labels. Furthermore, 1850 image patches were randomly extracted from Cohort 1 WSIs and binarily classified for tumor viability. A deep-learning model employing knowledge distillation was developed to automatically classify positive patches for each WSI and estimate the viable residual tumor percentages. Spatial heatmaps were output for model explanations and visualizations. The approach achieved high concordance with pathologist consensus, with an R^2 of 0.8437, a RAcc_0.1 of 0.7586, a RAcc_0.3 of 0.9885, which were comparable to two senior pathologists (R^2 of 0.9202/0.9619, RAcc_0.1 of 8506/0.9425, RAcc_0.3 of 1.000/1.000) and surpassing two junior pathologists (R^2 of 0.5592/0.5474, RAcc_0.1 of 0.5287/0.5287, RAcc_0.3 of 0.9080/0.9310). Visualizations enabled the localization of residual viable tumor to augment microscopic assessment. This work illustrates deep learning's potential for assisting pathological response assessment. Spatial heatmaps and patch examples provide intuitive explanations of model predictions, engendering clinical trust and adoption (Code and data will be available at https://github.com/WinnieLaugh/ESCC_Percentage once the paper has been conditionally accepted). Integrating interpretable computational pathology could help enhance the efficiency and consistency of tumor response assessment and empower precise oncology treatment decisions.","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"135 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140615065","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
MPTP (1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine), original found in synthetic heroin, causes Parkinson’s disease (PD) in human through its metabolite MPP+ by inhibiting complex I of mitochondrial respiratory chain in dopaminergic neurons. This study explored whether yeast internal NADH-quinone oxidoreductase (NDI1) has therapeutic effects in MPTP- induced PD models by functionally compensating for the impaired complex I. MPP+-treated SH-SY5Y cells and MPTP-treated mice were used as the PD cell culture and mouse models respectively. The recombinant NDI1 lentivirus was transduced into SH-SY5Y cells, or the recombinant NDI1 adeno-associated virus (rAAV5-NDI1) was injected into substantia nigra pars compacta (SNpc) of mice. The study in vitro showed NDI1 prevented MPP+-induced change in cell morphology and decreased cell viability, mitochondrial coupling efficiency, complex I-dependent oxygen consumption, and mitochondria-derived ATP. The study in vivo revealed that rAAV-NDI1 injection significantly improved the motor ability and exploration behavior of MPTP-induced PD mice. Accordingly, NDI1 notably improved dopaminergic neuron survival, reduced the inflammatory response, and significantly increased the dopamine content in striatum and complex I activity in substantia nigra. NDI1 compensates for the defective complex I in MPP+/MPTP-induced models, and vastly alleviates MPTP-induced toxic effect on dopaminergic neurons. Our study may provide a basis for gene therapy of sporadic PD with defective complex I caused by MPTP-like substance.
{"title":"Targeting Mitochondrial Complex I Deficiency in MPP+/MPTP-induced Parkinson’s Disease Cell Culture and Mouse Models by Transducing Yeast NDI1 Gene","authors":"Hongzhi Li, Jing Zhang, Yuqi Shen, Yifan Ye, Qingyou Jiang, Lan Chen, Bohao Sun, Zhuo Chen, Luxi Shen, Hezhi Fang, Jifeng Yang, Haihua Gu","doi":"10.1186/s12575-024-00236-3","DOIUrl":"https://doi.org/10.1186/s12575-024-00236-3","url":null,"abstract":"MPTP (1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine), original found in synthetic heroin, causes Parkinson’s disease (PD) in human through its metabolite MPP+ by inhibiting complex I of mitochondrial respiratory chain in dopaminergic neurons. This study explored whether yeast internal NADH-quinone oxidoreductase (NDI1) has therapeutic effects in MPTP- induced PD models by functionally compensating for the impaired complex I. MPP+-treated SH-SY5Y cells and MPTP-treated mice were used as the PD cell culture and mouse models respectively. The recombinant NDI1 lentivirus was transduced into SH-SY5Y cells, or the recombinant NDI1 adeno-associated virus (rAAV5-NDI1) was injected into substantia nigra pars compacta (SNpc) of mice. The study in vitro showed NDI1 prevented MPP+-induced change in cell morphology and decreased cell viability, mitochondrial coupling efficiency, complex I-dependent oxygen consumption, and mitochondria-derived ATP. The study in vivo revealed that rAAV-NDI1 injection significantly improved the motor ability and exploration behavior of MPTP-induced PD mice. Accordingly, NDI1 notably improved dopaminergic neuron survival, reduced the inflammatory response, and significantly increased the dopamine content in striatum and complex I activity in substantia nigra. NDI1 compensates for the defective complex I in MPP+/MPTP-induced models, and vastly alleviates MPTP-induced toxic effect on dopaminergic neurons. Our study may provide a basis for gene therapy of sporadic PD with defective complex I caused by MPTP-like substance.","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"100 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140602797","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-04DOI: 10.1186/s12575-024-00235-4
Gauri S. Navgire, Neha Goel, Gifty Sawhney, Mohit Sharma, Prashant Kaushik, Yugal Kishore Mohanta, Tapan Kumar Mohanta, Ahmed Al-Harrasi
<p><b>Correction: Biol Proced Online 24:18, (2022)</b></p><p><b>https://doi.org/10.1186/s12575-022-00179-7</b></p><p> Following the publication of the original article [1], the authors regret to inform that there was an error in the affiliation details for Prashant Kaushik. The authors apologize for any inconvenience caused by this error. Prashant Kaushik should have been listed as “Independent Researcher”. The author details have been updated in the online version of the paper. The authors affirm that this correction does not affect the scientific conclusions of the research. The original publication has been updated accordingly.</p><ol data-track-component="outbound reference"><li data-counter="1."><p>Navgire GS, Goel N, Sawhney G et al. Analysis and interpretation of metagenomics data: an approach. Biol Proced Online. 2022;24:18. https://doi.org/10.1186/s12575-022-00179-7.</p></li></ol><p>Download references<svg aria-hidden="true" focusable="false" height="16" role="img" width="16"><use xlink:href="#icon-eds-i-download-medium" xmlns:xlink="http://www.w3.org/1999/xlink"></use></svg></p><span>Author notes</span><ol><li><p>Gauri S. Navgire and Neha Goel contributed equally to this work.</p></li></ol><h3>Authors and Affiliations</h3><ol><li><p>Department of Microbiology, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India</p><p>Gauri S. Navgire</p></li><li><p>Department of Genetics and Tree Improvement, Forest Research Institute, Dehradun, 248006, India</p><p>Neha Goel</p></li><li><p>Inflammation Pharmacology Division, Academy of Scientific and Innovative Research (AcSIR), CSIR-Indian Institute of Integrative Medicine, Jammu-180001, Jammu Kashmir, India</p><p>Gifty Sawhney</p></li><li><p>Department of Molecular Medicine, Medical University of Warsaw and Malopolska Center of Biotechnology, Krakow, Poland</p><p>Mohit Sharma</p></li><li><p>Independent Researcher, Valencia, Spain</p><p>Prashant Kaushik</p></li><li><p>University of Science and Technology Meghalaya, Baridua, Meghalaya, 793101, India</p><p>Yugal Kishore Mohanta</p></li><li><p>Natural and Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman</p><p>Tapan Kumar Mohanta & Ahmed Al-Harrasi</p></li></ol><span>Authors</span><ol><li><span>Gauri S. Navgire</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Neha Goel</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Gifty Sawhney</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Mohit Sharma</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Prashant Kaushik</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Schola
更正:Biol Proced Online 24:18, (2022)https://doi.org/10.1186/s12575-022-00179-7 原文[1]发表后,作者很遗憾地通知大家,Prashant Kaushik 的单位信息有误。作者对此错误造成的不便深表歉意。Prashant Kaushik 本应列为 "独立研究员"。作者的详细信息已在论文的在线版本中进行了更新。作者申明,此次更正不会影响研究的科学结论。Navgire GS, Goel N, Sawhney G et al. Analysis and interpretation of metagenomics data: an approach.Biol Proced Online.2022;24:18. https://doi.org/10.1186/s12575-022-00179-7.Download 参考文献作者注释Gauri S. Navgire 和 Neha Goel 对本研究做出了同样的贡献。作者和所属单位印度马哈拉施特拉邦浦那 Savitribai Phule Pune 大学微生物学系,马哈拉施特拉邦浦那,411007Gauri S. Navgire.NavgireDepartment of Genetics and Tree Improvement, Forest Research Institute, Dehradun, 248006, IndiaNeha GoelInflammation Pharmacology Division, Academy of Scientific and Innovative Research (AcSIR), CSIR-Indian Institute of Integrative Medicine, Jammu-180001, Jammu Kashmir, IndiaGifty SawhneyDepartment of Molecular Medicine、波兰克拉科夫华沙医科大学和马洛波利斯卡生物技术中心分子医学系莫希特-夏尔马独立研究员,西班牙巴伦西亚普拉山特-考希克梅加拉亚科技大学,梅加拉亚邦巴里杜阿,793101,印度尤加尔-基肖尔-莫汉塔阿曼尼兹瓦大学自然与医学科学研究中心,尼兹瓦,616 塔潘-库马尔-莫汉塔与艾哈迈德-阿尔-哈拉西独立研究员,西班牙巴伦西亚Ahmed Al-Harrasi作者Gauri S.Navgire查看作者发表的作品您也可以在PubMed Google Scholar中搜索该作者Neha Goel查看作者发表的作品您也可以在PubMed Google Scholar中搜索该作者Gifty Sawhney查看作者发表的作品您也可以在PubMed Google Scholar中搜索该作者Mohit Sharma查看作者发表的作品您也可以在PubMed Google Scholar中搜索该作者作者发表作品您也可以在 PubMed Google ScholarPrashant KaushikView 作者发表作品您也可以在 PubMed Google ScholarYugal Kishore MohantaView 作者发表作品您也可以在 PubMed Google ScholarTapan Kumar MohantaView 作者发表作品您也可以在 PubMed Google ScholarAhmed Al-Harrasi查看作者发表的作品您也可以在PubMed Google Scholar中搜索该作者通信作者Tapan Kumar Mohanta或Ahmed Al-Harrasi。出版商注释Springer Nature对出版地图中的管辖权主张和机构隶属关系保持中立。原文的在线版本可在以下网址找到:https://doi.org/10.1186/s12575-022-00179-7.Open Access 本文采用知识共享署名 4.0 国际许可协议进行许可,该协议允许以任何媒介或格式使用、共享、改编、分发和复制,只要您适当注明原作者和来源,提供知识共享许可协议的链接,并说明是否进行了修改。本文中的图片或其他第三方材料均包含在文章的知识共享许可协议中,除非在材料的署名栏中另有说明。如果材料未包含在文章的知识共享许可协议中,且您打算使用的材料不符合法律规定或超出许可使用范围,则您需要直接从版权所有者处获得许可。要查看该许可的副本,请访问 http://creativecommons.org/licenses/by/4.0/。除非在数据的信用行中另有说明,否则创作共用公共领域专用免责声明 (http://creativecommons.org/publicdomain/zero/1.0/) 适用于本文提供的数据。转载与许可引用本文Navgire, G.S., Goel, N., Sawhney, G. et al. Correction:分析和解释元基因组学数据:一种方法。Biol Proced Online 26, 8 (2024). https://doi.org/10.1186/s12575-024-00235-4Download citationPublished: 04 April 2024DOI: https://doi.org/10.1186/s12575-024-00235-4Share this articleAnyone you share the following link with will be able to read this content:Get shareable linkSorry, a shareable link is not currently available for this article.Copy to clipboard Provided by the Springer Nature SharedIt content-sharing initiative
{"title":"Correction: Analysis and Interpretation of Metagenomics Data: An Approach","authors":"Gauri S. Navgire, Neha Goel, Gifty Sawhney, Mohit Sharma, Prashant Kaushik, Yugal Kishore Mohanta, Tapan Kumar Mohanta, Ahmed Al-Harrasi","doi":"10.1186/s12575-024-00235-4","DOIUrl":"https://doi.org/10.1186/s12575-024-00235-4","url":null,"abstract":"<p><b>Correction: Biol Proced Online 24:18, (2022)</b></p><p><b>https://doi.org/10.1186/s12575-022-00179-7</b></p><p> Following the publication of the original article [1], the authors regret to inform that there was an error in the affiliation details for Prashant Kaushik. The authors apologize for any inconvenience caused by this error. Prashant Kaushik should have been listed as “Independent Researcher”. The author details have been updated in the online version of the paper. The authors affirm that this correction does not affect the scientific conclusions of the research. The original publication has been updated accordingly.</p><ol data-track-component=\"outbound reference\"><li data-counter=\"1.\"><p>Navgire GS, Goel N, Sawhney G et al. Analysis and interpretation of metagenomics data: an approach. Biol Proced Online. 2022;24:18. https://doi.org/10.1186/s12575-022-00179-7.</p></li></ol><p>Download references<svg aria-hidden=\"true\" focusable=\"false\" height=\"16\" role=\"img\" width=\"16\"><use xlink:href=\"#icon-eds-i-download-medium\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"></use></svg></p><span>Author notes</span><ol><li><p>Gauri S. Navgire and Neha Goel contributed equally to this work.</p></li></ol><h3>Authors and Affiliations</h3><ol><li><p>Department of Microbiology, Savitribai Phule Pune University, Pune, Maharashtra, 411007, India</p><p>Gauri S. Navgire</p></li><li><p>Department of Genetics and Tree Improvement, Forest Research Institute, Dehradun, 248006, India</p><p>Neha Goel</p></li><li><p>Inflammation Pharmacology Division, Academy of Scientific and Innovative Research (AcSIR), CSIR-Indian Institute of Integrative Medicine, Jammu-180001, Jammu Kashmir, India</p><p>Gifty Sawhney</p></li><li><p>Department of Molecular Medicine, Medical University of Warsaw and Malopolska Center of Biotechnology, Krakow, Poland</p><p>Mohit Sharma</p></li><li><p>Independent Researcher, Valencia, Spain</p><p>Prashant Kaushik</p></li><li><p>University of Science and Technology Meghalaya, Baridua, Meghalaya, 793101, India</p><p>Yugal Kishore Mohanta</p></li><li><p>Natural and Medical Sciences Research Center, University of Nizwa, Nizwa, 616, Oman</p><p>Tapan Kumar Mohanta & Ahmed Al-Harrasi</p></li></ol><span>Authors</span><ol><li><span>Gauri S. Navgire</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Neha Goel</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Gifty Sawhney</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Mohit Sharma</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Scholar</span></p></li><li><span>Prashant Kaushik</span>View author publications<p>You can also search for this author in <span>PubMed<span> </span>Google Schola","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"40 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140575435","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-19DOI: 10.1186/s12575-024-00233-6
Suganja Chandrabalan, Linh Dang, Uwe Hansen, Melanie Timmen, Corinna Wehmeyer, Richard Stange, Tim Beißbarth, Claudia Binder, Annalen Bleckmann, Kerstin Menck
Osteoclasts are the tissue-specific macrophage population of the bone and unique in their bone-resorbing activity. Hence, they are fundamental for bone physiology in health and disease. However, efficient protocols for the isolation and study of primary human osteoclasts are scarce. In this study, we aimed to establish a protocol, which enables the efficient differentiation of functional human osteoclasts from monocytes. Human monocytes were isolated through a double-density gradient from donor blood. Compared to standard differentiation schemes in polystyrene cell culture dishes, the yield of multinuclear osteoclasts was significantly increased upon initial differentiation of monocytes to macrophages in fluorinated ethylene propylene (FEP) Teflon bags. This initial differentiation phase was then followed by the development of terminal osteoclasts by addition of Receptor Activator of NF-κB Ligand (RANKL). High concentrations of RANKL and Macrophage colony-stimulating factor (M-CSF) as well as an intermediate cell density further supported efficient cell differentiation. The generated cells were highly positive for CD45, CD14 as well as the osteoclast markers CD51/ITGAV and Cathepsin K/CTSK, thus identifying them as osteoclasts. The bone resorption of the osteoclasts was significantly increased when the cells were differentiated from macrophages derived from Teflon bags compared to macrophages derived from conventional cell culture plates. Our study has established a novel protocol for the isolation of primary human osteoclasts that improves osteoclastogenesis in comparison to the conventionally used cultivation approach.
{"title":"A novel method to efficiently differentiate human osteoclasts from blood-derived monocytes","authors":"Suganja Chandrabalan, Linh Dang, Uwe Hansen, Melanie Timmen, Corinna Wehmeyer, Richard Stange, Tim Beißbarth, Claudia Binder, Annalen Bleckmann, Kerstin Menck","doi":"10.1186/s12575-024-00233-6","DOIUrl":"https://doi.org/10.1186/s12575-024-00233-6","url":null,"abstract":"Osteoclasts are the tissue-specific macrophage population of the bone and unique in their bone-resorbing activity. Hence, they are fundamental for bone physiology in health and disease. However, efficient protocols for the isolation and study of primary human osteoclasts are scarce. In this study, we aimed to establish a protocol, which enables the efficient differentiation of functional human osteoclasts from monocytes. Human monocytes were isolated through a double-density gradient from donor blood. Compared to standard differentiation schemes in polystyrene cell culture dishes, the yield of multinuclear osteoclasts was significantly increased upon initial differentiation of monocytes to macrophages in fluorinated ethylene propylene (FEP) Teflon bags. This initial differentiation phase was then followed by the development of terminal osteoclasts by addition of Receptor Activator of NF-κB Ligand (RANKL). High concentrations of RANKL and Macrophage colony-stimulating factor (M-CSF) as well as an intermediate cell density further supported efficient cell differentiation. The generated cells were highly positive for CD45, CD14 as well as the osteoclast markers CD51/ITGAV and Cathepsin K/CTSK, thus identifying them as osteoclasts. The bone resorption of the osteoclasts was significantly increased when the cells were differentiated from macrophages derived from Teflon bags compared to macrophages derived from conventional cell culture plates. Our study has established a novel protocol for the isolation of primary human osteoclasts that improves osteoclastogenesis in comparison to the conventionally used cultivation approach.","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"41 1","pages":""},"PeriodicalIF":6.4,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140166049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-08DOI: 10.1186/s12575-024-00232-7
Manuel Algarra, Elena Gonzalez-Muñoz
Gene delivery is a complex process with several challenges when attempting to incorporate genetic material efficiently and safely into target cells. Some of the key challenges include not only efficient cellular uptake and endosomal escape to ensure that the genetic material can exert its effect but also minimizing the toxicity of the delivery system, which is vital for safe gene delivery. Of importance, if gene delivery systems are intended for biomedical applications or clinical use, they must be scalable and easy and affordable to manufacture to meet the demand. Here, we show an efficient gene delivery method using a combination of carbon dots coated by PEI through electrostatic binding to easily generate cationic carbon dots. We show a biofunctional approach to generate optimal cationic carbon dots (CCDs) that can be scaled up to meet specific transfection demands. CCDs improve cell viability and increase transfection efficiency four times over the standard of PEI polyplexes. Generated CCDs enabled the challenging transfection protocol to produce retroviral vectors via cell cotransfection of three different plasmids into packing cells, showing not only high efficiency but also functionality of the gene delivery, tested as the capacity to produce infective retroviral particles.
{"title":"Efficient and scalable gene delivery method with easily generated cationic carbon dots.","authors":"Manuel Algarra, Elena Gonzalez-Muñoz","doi":"10.1186/s12575-024-00232-7","DOIUrl":"10.1186/s12575-024-00232-7","url":null,"abstract":"<p><p>Gene delivery is a complex process with several challenges when attempting to incorporate genetic material efficiently and safely into target cells. Some of the key challenges include not only efficient cellular uptake and endosomal escape to ensure that the genetic material can exert its effect but also minimizing the toxicity of the delivery system, which is vital for safe gene delivery. Of importance, if gene delivery systems are intended for biomedical applications or clinical use, they must be scalable and easy and affordable to manufacture to meet the demand. Here, we show an efficient gene delivery method using a combination of carbon dots coated by PEI through electrostatic binding to easily generate cationic carbon dots. We show a biofunctional approach to generate optimal cationic carbon dots (CCDs) that can be scaled up to meet specific transfection demands. CCDs improve cell viability and increase transfection efficiency four times over the standard of PEI polyplexes. Generated CCDs enabled the challenging transfection protocol to produce retroviral vectors via cell cotransfection of three different plasmids into packing cells, showing not only high efficiency but also functionality of the gene delivery, tested as the capacity to produce infective retroviral particles.</p>","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"26 1","pages":"6"},"PeriodicalIF":6.4,"publicationDate":"2024-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10921679/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140064713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-26DOI: 10.1186/s12575-024-00230-9
Parisa Moradbeigi, Sara Hosseini, Mohammad Salehi, Asghar Mogheiseh
Background: Generating targeted mutant mice is a crucial technology in biomedical research. This study focuses on optimizing the CRISPR/Cas9 system uptake into sperm cells using the methyl β-cyclodextrin-sperm-mediated gene transfer (MBCD-SMGT) technique to generate targeted mutant blastocysts and mice efficiently. Additionally, the present study elucidates the roles of cholesterol and reactive oxygen species (ROS) in the exogenous DNA uptake by sperm.
Results: In this study, B6D2F1 mouse sperm were incubated in the c-TYH medium with different concentrations of MBCD (0, 0.75, 1, and 2 mM) in the presence of 20 ng/µl pCAG-eCas9-GFP-U6-gRNA (pgRNA-Cas9) for 30 min. Functional parameters, extracellular ROS, and the copy numbers of internalized plasmid per sperm cell were evaluated. Subsequently, in vitro fertilization (IVF) was performed and fertilization rate, early embryonic development, and transfection rate were assessed. Finally, our study investigated the potential of the MBCD-SMGT technique in combination with the CRISPR-Cas9 system, referred to as MBCD-SMGE (MBCD-sperm-mediated gene editing), for generating targeted mutant blastocysts and mice. Results indicated that cholesterol removal from the sperm membrane using MBCD resulted in a premature acrosomal reaction, an increase in extracellular ROS levels, and a dose-dependent influence on the copy numbers of the internalized plasmids per sperm cell. Moreover, the MBCD-SMGT technique led to a larger population of transfected motile sperm and a higher production rate of GFP-positive blastocysts. Additionally, the current study validated the targeted indel in blastocyst and mouse derived from MBCD-SMGE technique.
Conclusion: Overall, this study highlights the significant potential of the MBCD-SMGE technique for generating targeted mutant mice. It holds enormous promise for modeling human diseases and improving desirable traits in animals.
{"title":"Methyl β-Cyclodextrin-sperm-mediated gene editing (MBCD-SMGE): a simple and efficient method for targeted mutant mouse production.","authors":"Parisa Moradbeigi, Sara Hosseini, Mohammad Salehi, Asghar Mogheiseh","doi":"10.1186/s12575-024-00230-9","DOIUrl":"10.1186/s12575-024-00230-9","url":null,"abstract":"<p><strong>Background: </strong>Generating targeted mutant mice is a crucial technology in biomedical research. This study focuses on optimizing the CRISPR/Cas9 system uptake into sperm cells using the methyl β-cyclodextrin-sperm-mediated gene transfer (MBCD-SMGT) technique to generate targeted mutant blastocysts and mice efficiently. Additionally, the present study elucidates the roles of cholesterol and reactive oxygen species (ROS) in the exogenous DNA uptake by sperm.</p><p><strong>Results: </strong>In this study, B6D2F1 mouse sperm were incubated in the c-TYH medium with different concentrations of MBCD (0, 0.75, 1, and 2 mM) in the presence of 20 ng/µl pCAG-eCas9-GFP-U6-gRNA (pgRNA-Cas9) for 30 min. Functional parameters, extracellular ROS, and the copy numbers of internalized plasmid per sperm cell were evaluated. Subsequently, in vitro fertilization (IVF) was performed and fertilization rate, early embryonic development, and transfection rate were assessed. Finally, our study investigated the potential of the MBCD-SMGT technique in combination with the CRISPR-Cas9 system, referred to as MBCD-SMGE (MBCD-sperm-mediated gene editing), for generating targeted mutant blastocysts and mice. Results indicated that cholesterol removal from the sperm membrane using MBCD resulted in a premature acrosomal reaction, an increase in extracellular ROS levels, and a dose-dependent influence on the copy numbers of the internalized plasmids per sperm cell. Moreover, the MBCD-SMGT technique led to a larger population of transfected motile sperm and a higher production rate of GFP-positive blastocysts. Additionally, the current study validated the targeted indel in blastocyst and mouse derived from MBCD-SMGE technique.</p><p><strong>Conclusion: </strong>Overall, this study highlights the significant potential of the MBCD-SMGE technique for generating targeted mutant mice. It holds enormous promise for modeling human diseases and improving desirable traits in animals.</p>","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"26 1","pages":"3"},"PeriodicalIF":3.7,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10811837/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139566501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-26DOI: 10.1186/s12575-024-00229-2
Marzieh Sameni, Parisa Moradbeigi, Sara Hosseini, Sayyed Mohammad Hossein Ghaderian, Vahid Jajarmi, Amir Hossein Miladipour, Hojat Basati, Maryam Abbasi, Mohammad Salehi
Metal-organic frameworks (MOFs) are porous materials with unique characteristics that make them well-suited for drug delivery and gene therapy applications. Among the MOFs, zeolitic imidazolate framework-8 (ZIF-8) has emerged as a promising candidate for delivering exogenous DNA into cells. However, the potential of ZIF-8 as a vector for sperm-mediated gene transfer (SMGT) has not yet been thoroughly explored.This investigation aimed to explore the potential of ZIF-8 as a vector for enhancing genetic transfer and transgenesis rates by delivering exogenous DNA into sperm cells. To test this hypothesis, we employed ZIF-8 to deliver a plasmid expressing green fluorescent protein (GFP) into mouse sperm cells and evaluated the efficiency of DNA uptake. Our findings demonstrate that ZIF-8 can efficiently load and deliver exogenous DNA into mouse sperm cells, increasing GFP expression in vitro. These results suggest that ZIF-8 is a valuable tool for enhancing genetic transfer in SMGT, with important implications for developing genetically modified animals for research and commercial purposes. Additionally, our study highlights the potential of ZIF-8 as a novel class of vectors for gene delivery in reproductive biology.Overall, our study provides a foundation for further research into using ZIF-8 and other MOFs as gene delivery systems in reproductive biology and underscores the potential of these materials as promising vectors for gene therapy and drug delivery.
金属有机框架(MOFs)是一种多孔材料,具有独特的特性,非常适合药物输送和基因治疗应用。在 MOFs 中,沸石咪唑啉框架-8(ZIF-8)已成为向细胞输送外源 DNA 的理想候选材料。本研究旨在探索 ZIF-8 作为载体将外源 DNA 送入精子细胞以提高基因转移和转基因率的潜力。为了验证这一假设,我们利用ZIF-8将表达绿色荧光蛋白(GFP)的质粒送入小鼠精子细胞,并评估了DNA的吸收效率。我们的研究结果表明,ZIF-8 能有效地将外源 DNA 植入小鼠精子细胞,从而提高 GFP 在体外的表达。这些结果表明,ZIF-8 是加强 SMGT 基因转移的重要工具,对开发用于研究和商业目的的转基因动物具有重要意义。总之,我们的研究为进一步研究在生殖生物学中使用 ZIF-8 和其他 MOFs 作为基因递送系统奠定了基础,并强调了这些材料作为基因治疗和药物递送载体的潜力。
{"title":"ZIF-8 Nanoparticle: A Valuable Tool for Improving Gene Delivery in Sperm-Mediated Gene Transfer.","authors":"Marzieh Sameni, Parisa Moradbeigi, Sara Hosseini, Sayyed Mohammad Hossein Ghaderian, Vahid Jajarmi, Amir Hossein Miladipour, Hojat Basati, Maryam Abbasi, Mohammad Salehi","doi":"10.1186/s12575-024-00229-2","DOIUrl":"10.1186/s12575-024-00229-2","url":null,"abstract":"<p><p>Metal-organic frameworks (MOFs) are porous materials with unique characteristics that make them well-suited for drug delivery and gene therapy applications. Among the MOFs, zeolitic imidazolate framework-8 (ZIF-8) has emerged as a promising candidate for delivering exogenous DNA into cells. However, the potential of ZIF-8 as a vector for sperm-mediated gene transfer (SMGT) has not yet been thoroughly explored.This investigation aimed to explore the potential of ZIF-8 as a vector for enhancing genetic transfer and transgenesis rates by delivering exogenous DNA into sperm cells. To test this hypothesis, we employed ZIF-8 to deliver a plasmid expressing green fluorescent protein (GFP) into mouse sperm cells and evaluated the efficiency of DNA uptake. Our findings demonstrate that ZIF-8 can efficiently load and deliver exogenous DNA into mouse sperm cells, increasing GFP expression in vitro. These results suggest that ZIF-8 is a valuable tool for enhancing genetic transfer in SMGT, with important implications for developing genetically modified animals for research and commercial purposes. Additionally, our study highlights the potential of ZIF-8 as a novel class of vectors for gene delivery in reproductive biology.Overall, our study provides a foundation for further research into using ZIF-8 and other MOFs as gene delivery systems in reproductive biology and underscores the potential of these materials as promising vectors for gene therapy and drug delivery.</p>","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"26 1","pages":"4"},"PeriodicalIF":3.7,"publicationDate":"2024-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10811821/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139566506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-17DOI: 10.1186/s12575-023-00227-w
Edita Aksamitiene, Ryan N Heffelfinger, Jan B Hoek, Edmund deAzevedo Pribitkin
Background: Some of the most complex surgical interventions to treat trauma and cancer include the use of locoregional pedicled and free autologous tissue transfer flaps. While the techniques used for these reconstructive surgery procedures have improved over time, flap complications and even failure remain a significant clinical challenge. Animal models are useful in studying the pathophysiology of ischemic flaps, but when repeatability is a primary focus of a study, conventional in-vivo designs, where one randomized subset of animals serves as a treatment group while a second subset serves as a control, are at a disadvantage instigated by greater subject-to-subject variability. Our goal was to provide a step-by-step methodological protocol for creating an alternative standardized, more economical, and transferable pre-clinical animal research model of excisional full-thickness wound healing following a simulated autologous tissue transfer which includes the primary ischemia, reperfusion, and secondary ischemia events with the latter mimicking flap salvage procedure.
Results: Unlike in the most frequently used classical unilateral McFarlane's caudally based dorsal random pattern skin flap model, in the herein described bilateral epigastric fasciocutaneous advancement flap (BEFAF) model, one flap heals under normal and a contralateral flap-under perturbed conditions or both flaps heal under conditions that vary by one within-subjects factor. We discuss the advantages and limitations of the proposed experimental approach and, as a part of model validation, provide the examples of its use in laboratory rat (Rattus norvegicus) axial pattern flap healing studies.
Conclusions: This technically challenging but feasible reconstructive surgery model eliminates inter-subject variability, while concomitantly minimizing the number of animals needed to achieve adequate statistical power. BEFAFs may be used to investigate the spatiotemporal cellular and molecular responses to complex tissue injury, interventions simulating clinically relevant flap complications (e.g., vascular thrombosis) as well as prophylactic, therapeutic or surgical treatment (e.g., flap delay) strategies in the presence or absence of confounding risk factors (e.g., substance abuse, irradiation, diabetes) or favorable wound-healing promoting activities (e.g., exercise). Detailed visual instructions in BEFAF protocol may serve as an aid for teaching medical or academic researchers basic vascular microsurgery techniques that focus on precision, tremor management and magnification.
{"title":"Standardized Pre-clinical Surgical Animal Model Protocol to Investigate the Cellular and Molecular Mechanisms of Ischemic Flap Healing.","authors":"Edita Aksamitiene, Ryan N Heffelfinger, Jan B Hoek, Edmund deAzevedo Pribitkin","doi":"10.1186/s12575-023-00227-w","DOIUrl":"10.1186/s12575-023-00227-w","url":null,"abstract":"<p><strong>Background: </strong>Some of the most complex surgical interventions to treat trauma and cancer include the use of locoregional pedicled and free autologous tissue transfer flaps. While the techniques used for these reconstructive surgery procedures have improved over time, flap complications and even failure remain a significant clinical challenge. Animal models are useful in studying the pathophysiology of ischemic flaps, but when repeatability is a primary focus of a study, conventional in-vivo designs, where one randomized subset of animals serves as a treatment group while a second subset serves as a control, are at a disadvantage instigated by greater subject-to-subject variability. Our goal was to provide a step-by-step methodological protocol for creating an alternative standardized, more economical, and transferable pre-clinical animal research model of excisional full-thickness wound healing following a simulated autologous tissue transfer which includes the primary ischemia, reperfusion, and secondary ischemia events with the latter mimicking flap salvage procedure.</p><p><strong>Results: </strong>Unlike in the most frequently used classical unilateral McFarlane's caudally based dorsal random pattern skin flap model, in the herein described bilateral epigastric fasciocutaneous advancement flap (BEFAF) model, one flap heals under normal and a contralateral flap-under perturbed conditions or both flaps heal under conditions that vary by one within-subjects factor. We discuss the advantages and limitations of the proposed experimental approach and, as a part of model validation, provide the examples of its use in laboratory rat (Rattus norvegicus) axial pattern flap healing studies.</p><p><strong>Conclusions: </strong>This technically challenging but feasible reconstructive surgery model eliminates inter-subject variability, while concomitantly minimizing the number of animals needed to achieve adequate statistical power. BEFAFs may be used to investigate the spatiotemporal cellular and molecular responses to complex tissue injury, interventions simulating clinically relevant flap complications (e.g., vascular thrombosis) as well as prophylactic, therapeutic or surgical treatment (e.g., flap delay) strategies in the presence or absence of confounding risk factors (e.g., substance abuse, irradiation, diabetes) or favorable wound-healing promoting activities (e.g., exercise). Detailed visual instructions in BEFAF protocol may serve as an aid for teaching medical or academic researchers basic vascular microsurgery techniques that focus on precision, tremor management and magnification.</p>","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"26 1","pages":"2"},"PeriodicalIF":6.4,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10792889/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139477917","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background: Gastric cancer (GC) is a common malignancy and a leading cause of cancer-related death with high morbidity and mortality. Methyl-CpG binding domain protein 3 (MBD3), a key epigenetic regulator, is abnormally expressed in several cancers, participating in progression and metastasis. However, the role of MBD3 in GC remains unknown.
Methods: MBD3 expression was assessed via public databases and validated by western blotting and quantitative real-time polymerase chain reaction (qRT-PCR). The prognosis of MBD3 was analysed via bioinformatics based on the TCGA dataset. The migration, invasion and proliferation of GC cells were examined by transwell, wound healing, cell counting kit (CCK)-8, colony-formation and xenograft mouse models. Epithelial-mesenchymal transition (EMT) and phosphatidylinositide 3-kinases/ protein Kinase B (PI3K/AKT) pathway markers were evaluated by Western blotting. RNA sequencing was used to identify the target of MBD3.
Results: MBD3 expression was higher in GC tissues and cells than in normal tissues and cells. Additionally, high MBD3 levels were associated with poor prognosis in GC patients. Subsequently, we proved that MBD3 enhanced the migration, invasion and proliferation abilities of GC cells. Moreover, western blot results showed that MBD3 promoted EMT and activated the PI3K/AKT pathway. RNA sequencing analysis showed that MBD3 may increase actin γ1 (ACTG1) expression to promote migration and proliferation in GC cells.
Conclusion: MBD3 promoted migration, invasion, proliferation and EMT by upregulating ACTG1 via PI3K/AKT signaling activation in GC cells and may be a potential diagnostic and prognostic target.
{"title":"MBD3 promotes epithelial-mesenchymal transition in gastric cancer cells by upregulating ACTG1 via the PI3K/AKT pathway.","authors":"Huizhi Wang, Jingyu Min, Yuntao Ding, Zhengyue Yu, Yujing Zhou, Shunyu Wang, Aihua Gong, Min Xu","doi":"10.1186/s12575-023-00228-9","DOIUrl":"10.1186/s12575-023-00228-9","url":null,"abstract":"<p><strong>Background: </strong>Gastric cancer (GC) is a common malignancy and a leading cause of cancer-related death with high morbidity and mortality. Methyl-CpG binding domain protein 3 (MBD3), a key epigenetic regulator, is abnormally expressed in several cancers, participating in progression and metastasis. However, the role of MBD3 in GC remains unknown.</p><p><strong>Methods: </strong>MBD3 expression was assessed via public databases and validated by western blotting and quantitative real-time polymerase chain reaction (qRT-PCR). The prognosis of MBD3 was analysed via bioinformatics based on the TCGA dataset. The migration, invasion and proliferation of GC cells were examined by transwell, wound healing, cell counting kit (CCK)-8, colony-formation and xenograft mouse models. Epithelial-mesenchymal transition (EMT) and phosphatidylinositide 3-kinases/ protein Kinase B (PI3K/AKT) pathway markers were evaluated by Western blotting. RNA sequencing was used to identify the target of MBD3.</p><p><strong>Results: </strong>MBD3 expression was higher in GC tissues and cells than in normal tissues and cells. Additionally, high MBD3 levels were associated with poor prognosis in GC patients. Subsequently, we proved that MBD3 enhanced the migration, invasion and proliferation abilities of GC cells. Moreover, western blot results showed that MBD3 promoted EMT and activated the PI3K/AKT pathway. RNA sequencing analysis showed that MBD3 may increase actin γ1 (ACTG1) expression to promote migration and proliferation in GC cells.</p><p><strong>Conclusion: </strong>MBD3 promoted migration, invasion, proliferation and EMT by upregulating ACTG1 via PI3K/AKT signaling activation in GC cells and may be a potential diagnostic and prognostic target.</p>","PeriodicalId":8960,"journal":{"name":"Biological Procedures Online","volume":"26 1","pages":"1"},"PeriodicalIF":6.4,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10768447/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139097232","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}