Biomedical Technology最新文献

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Multiscale polymeric fibers for drug delivery and tissue engineering 用于药物输送和组织工程的多尺度聚合物纤维
Biomedical Technology Pub Date : 2023-06-07 DOI: 10.1016/j.bmt.2023.05.001
Junnan Mu , Danni Luo , Wei Li , Yaping Ding
{"title":"Multiscale polymeric fibers for drug delivery and tissue engineering","authors":"Junnan Mu ,&nbsp;Danni Luo ,&nbsp;Wei Li ,&nbsp;Yaping Ding","doi":"10.1016/j.bmt.2023.05.001","DOIUrl":"https://doi.org/10.1016/j.bmt.2023.05.001","url":null,"abstract":"<div><p>Owing to their superior capacity for building structures, polymeric fibers with diameters varying from a few nanometers to hundreds of microns have been explored in biomedical applications as drug carriers or tissue engineering scaffolds. Depending on the source materials, fabrication techniques, and post-treatments, both the fiber diameter and surface morphology, as well as mechanical features and the cell-fiber structure interactions can be thoroughly tuned. Although most techniques could produce fibers within a wide range of sizes, each type may have superior advantages in a certain range, which may highly relate to target biomedical fields. Therefore, to properly choose the optimal technique for specific fibers, a comprehensive review of the current fiber-producing techniques is indispensable. In the current review, several main fiber-producing techniques are summarized, compared, and discussed in detail regarding their dominant fiber size ranges, which were classified as nano (&lt;1000 ​nm), micro (1 ​μm−100 μm) and macro (&gt;100 ​μm). The principals, main parameters, and corresponding applications for each technique are reviewed, and the challenges and future perspectives are proposed. We believe this review is highly informative for novice researchers in this field.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"5 ","pages":"Pages 60-72"},"PeriodicalIF":0.0,"publicationDate":"2023-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49715721","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: 2
Tailoring micro/nano-materials with special wettability for biomedical devices 为生物医学设备定制具有特殊润湿性的微/纳米材料
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.005
Shuangshuang Miao , Xinyue Cao , Minhui Lu , Xiangdong Liu
{"title":"Tailoring micro/nano-materials with special wettability for biomedical devices","authors":"Shuangshuang Miao ,&nbsp;Xinyue Cao ,&nbsp;Minhui Lu ,&nbsp;Xiangdong Liu","doi":"10.1016/j.bmt.2022.11.005","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.005","url":null,"abstract":"<div><p>Wettability, as a fundamental property of interface materials, is becoming increasingly prominent in frontier research areas, such as water harvesting, microfluidics, biomedicine, sensors, decontamination, wearables, and micro-electromechanical systems. Taking advantage of biological paradigm inspirations and manufacturing technology advancements, diverse wettability materials with precisely customized micro/nano-structures have been developed. As a result of these achievements, wettability materials have significant technical ramifications in sectors spanning from academics to industry, agriculture, and biomedical engineering. Practical applications of wettability-customized materials in medical device domains have drawn significant scientific interest in recent decades due to the increased emphasis on healthcare. In this review, recent advances of wettability-customized micro/nano-materials for biomedical devices are presented. After briefly introducing the natural wettable/non-wettable phenomena, the fabrication strategies and novel processing techniques are discussed. The study emphasizes the application progress of biomedical devices with customized wettability. The future challenges and opportunities of wettability-customized micro/nano-materials are also provided.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 15-30"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49732441","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: 10
Fabricated technology of biomedical micro-nano hydrogel 生物医用微纳水凝胶制备技术
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.012
Shu Yang , Fan Wang , Huijie Han , Hélder A. Santos , Yu Zhang , Hongbo Zhang , Jie Wei , Zhengwei Cai
{"title":"Fabricated technology of biomedical micro-nano hydrogel","authors":"Shu Yang ,&nbsp;Fan Wang ,&nbsp;Huijie Han ,&nbsp;Hélder A. Santos ,&nbsp;Yu Zhang ,&nbsp;Hongbo Zhang ,&nbsp;Jie Wei ,&nbsp;Zhengwei Cai","doi":"10.1016/j.bmt.2022.11.012","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.012","url":null,"abstract":"<div><p>Micro-nano hydrogel is a novel functional material that has attracted extensive attention in various fields. Due to the size of micron and nano level, high water content and high specific surface area, the micro-nano hydrogels can achieve minimally invasive repair and are considered as promising agents in tissue repair engineering. In this review, we summarize the design and development of micro-nano hydrogels for biomedical applications, first introduce biopolymers for the synthesis of hydrogels, then introduce the preparation technologies of microgels and nanogels respectively, and systematically summarize the application characteristics and forms of different preparation technologies. Finally, the latest application progresses of microgels in local drug delivery, bone tissue repair, soft tissue repair and immunomodulation are introduced in detail, as well as the latest application progress of nanohydrogels in cartilage repair, antibacterial, antitumor/cancer nerve repair and prevention and diagnosis of diseases, and the key research directions of micro-nano hydrogel preparation technologies in the future are clarified.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 31-48"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49732580","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: 8
Self-healing hydrogels based on the Knoevenagel condensation reaction for wound healing 基于Knoevenagel缩合反应的伤口愈合自愈水凝胶
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.008
Xiaoya Ding , Yunru Yu , Yan Zu
{"title":"Self-healing hydrogels based on the Knoevenagel condensation reaction for wound healing","authors":"Xiaoya Ding ,&nbsp;Yunru Yu ,&nbsp;Yan Zu","doi":"10.1016/j.bmt.2022.11.008","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.008","url":null,"abstract":"<div><p>Self-healing hydrogels are promising biomedical materials owing to their ability to restore the structure fracture and regain the initial functions. However, a comprehensive review of the dynamic hydrogels based on the Knoevenagel Condensation (KC) for wound healing is yet lacking. Here, we first summarize the recent advances in self-healing hydrogels constructed by the KC reaction, and then systematically illustrate the reaction process and self-healing mechanisms. The features of these hydrogels, for instance, self-healing characteristics, injectability, thermosensitivity, as well as thermoplastic properties are also highlighted. In addition, a series of hydrogels constructed by this reaction in the presence of various catalysts are presented and discussed. Furthermore, the potential application within the rapidly expanding field of wound healing is discussed in detail. Finally, recommendations to guide the designing strategies and a perspective on challenges faced by this kind of hydrogels are also described.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 70-76"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710037","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: 3
Nanocarriers for platinum drug delivery 铂药物递送的纳米载体
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.011
Qingfei Zhang, Gaizhen Kuang, Lexiang Zhang, Yujuan Zhu
{"title":"Nanocarriers for platinum drug delivery","authors":"Qingfei Zhang,&nbsp;Gaizhen Kuang,&nbsp;Lexiang Zhang,&nbsp;Yujuan Zhu","doi":"10.1016/j.bmt.2022.11.011","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.011","url":null,"abstract":"<div><p>Platinum drugs have been coined as one of the great success representatives in cancer chemotherapy. With the accidental discovery of cisplatin, thousands of platinum-based complexes have been synthesized, including clinically approved classical platinum(II) (Pt(II)) drugs, non-classical Pt(II) drugs, and platinum(IV) (Pt(IV)) drugs. Currently, these drugs are widely utilized in the treatment of various solid tumors in the clinic. Unfortunately, systemic toxicity and innate or acquired drug resistance greatly restrict their applications. The nanocarrier-based drug delivery systems (NDDSs) offer the possibility of targeted delivery of platinum drugs to the tumor tissue with reduced toxicity and enhanced drug efficacy. Thus, in this review, inorganic and organic nanocarriers for platinum drug delivery are introduced. The significant improvements, future challenges, and prospects of the nanocarriers toward potential clinical application are briefly discussed.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 77-89"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710038","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: 8
Advances in the delivery systems for oral antibiotics 口服抗生素给药系统研究进展
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.010
Li Wang , Lu Fan , Kexin Yi , Yuanyuan Jiang , Anne M. Filppula , Hongbo Zhang
{"title":"Advances in the delivery systems for oral antibiotics","authors":"Li Wang ,&nbsp;Lu Fan ,&nbsp;Kexin Yi ,&nbsp;Yuanyuan Jiang ,&nbsp;Anne M. Filppula ,&nbsp;Hongbo Zhang","doi":"10.1016/j.bmt.2022.11.010","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.010","url":null,"abstract":"<div><p>Oral antibiotics have served as a primary strategy for bacterial infection. However, the increasingly prominent issues including antibiotics resistance and intestinal dysbiosis sounded the alarm to this traditional administration strategy. Herein, we summarize the state-of-the-art advances in the delivery of oral antibiotics. In this review, the emergency of bacterial infection and the effect of excessive antibiotics are discussed at first. Then, current attempts to prevent microflorae from resistance and dysbiosis are briefly enumerated, including oral co-administration systems (like protectors, adsorbents, activity enhancers, etc.) and nanoparticle-based delivery systems. Moreover, we also briefly introduce the development of mimetic antibiotics based on metal particles and highlight a novel micelle nanoparticle system, which possesses a positive charge and glucosylated surface to achieve targeted treatment. We strongly believe such an ingenious design could be applied in more scenarios for oral antibiotics delivery. Ultimately, we also put forward a concise summary and perspective of this field.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 49-57"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710048","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: 1
Micro-/nano-structured flexible electronics for biomedical applications 用于生物医学应用的微/纳米结构柔性电子器件
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.013
Yu Wang , Jiahui Guo , Dongyu Xu , Zhuxiao Gu , Yuanjin Zhao
{"title":"Micro-/nano-structured flexible electronics for biomedical applications","authors":"Yu Wang ,&nbsp;Jiahui Guo ,&nbsp;Dongyu Xu ,&nbsp;Zhuxiao Gu ,&nbsp;Yuanjin Zhao","doi":"10.1016/j.bmt.2022.11.013","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.013","url":null,"abstract":"<div><p>Flexible electronics are attracting considerable attention due to their promising performance including conductivity, stain- or pressure-sensing performance, skin-affinity, flexibility, etc. In particular, the structural design has promoted their properties and brought advanced functions, which make them valuable in biomedical applications including health monitoring, therapeutic applications and implantable devices. Herein, a review on the recent progress of flexible electronics with micro-/nano-structures is provided, involving the manufacturing technologies and applications in biomedical fields. Following these two sections, remaining challenges and the perspectives on future directions are also proposed.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 1-14"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49732579","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: 3
Biomedical applications of Janus membrane Janus膜的生物医学应用
Biomedical Technology Pub Date : 2023-06-01 DOI: 10.1016/j.bmt.2022.11.003
Shutong Qian , Binfan Zhao , Jiayi Mao , Zhimo Liu , Qiuyu Zhao , Bolun Lu , Xiyuan Mao , Liucheng Zhang , Liying Cheng , Yuguang Zhang , Wenguo Cui , Xiaoming Sun
{"title":"Biomedical applications of Janus membrane","authors":"Shutong Qian ,&nbsp;Binfan Zhao ,&nbsp;Jiayi Mao ,&nbsp;Zhimo Liu ,&nbsp;Qiuyu Zhao ,&nbsp;Bolun Lu ,&nbsp;Xiyuan Mao ,&nbsp;Liucheng Zhang ,&nbsp;Liying Cheng ,&nbsp;Yuguang Zhang ,&nbsp;Wenguo Cui ,&nbsp;Xiaoming Sun","doi":"10.1016/j.bmt.2022.11.003","DOIUrl":"https://doi.org/10.1016/j.bmt.2022.11.003","url":null,"abstract":"<div><p>The traditional membrane with single structure cannot satisfy complex clinical applications. Inspired by lotus leaf, a novel structure Janus membrane has achieved more attention recently. Janus membrane is a membrane structure which has two faces with opposite properties. This special structure endows it with asymmetric surface wettability, which can provide an intrinsic driving force to transport along a specified direction, thus achieve unidirectional liquid transport and selective liquid separation. Janus membrane has a promising future, and has been widely used in chemical fields such as self-cleaning, oil/water separation, mist collection, and desalination, while less studied in biomedical field. In this review, the biomedical applications especially in different stages of wound healing process, current challenges in fabrication process and future perspectives of Janus membranes in practical applications under different Janus models, such as hemostasis, bone regeneration, blood cell isolation and gastric mycosal defect will be discussed. It is expected that this unique structure can provide a good therapy prospect in biomedical fields.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"2 ","pages":"Pages 58-69"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710036","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: 5
Characterization of aggrephagy-related genes to predict the progression of liver fibrosis from multi-omics profiles 从多组学分析中预测肝纤维化进展的聚集相关基因特征
Biomedical Technology Pub Date : 2023-05-09 DOI: 10.1016/j.bmt.2023.04.001
Jing Chen , Zi-Cheng Zhou , Yang Yan , Shu-Zhen Wu , Tao Ma , Han Xuan , Ruo-Chun Wang , Chi-Yu Gu , Yi-Heng Liu , Qing-Qing Liu , Si-Jia Ge , Wei Huang , Cui-Hua Lu
{"title":"Characterization of aggrephagy-related genes to predict the progression of liver fibrosis from multi-omics profiles","authors":"Jing Chen ,&nbsp;Zi-Cheng Zhou ,&nbsp;Yang Yan ,&nbsp;Shu-Zhen Wu ,&nbsp;Tao Ma ,&nbsp;Han Xuan ,&nbsp;Ruo-Chun Wang ,&nbsp;Chi-Yu Gu ,&nbsp;Yi-Heng Liu ,&nbsp;Qing-Qing Liu ,&nbsp;Si-Jia Ge ,&nbsp;Wei Huang ,&nbsp;Cui-Hua Lu","doi":"10.1016/j.bmt.2023.04.001","DOIUrl":"https://doi.org/10.1016/j.bmt.2023.04.001","url":null,"abstract":"<div><h3>Background</h3><p>Liver fibrosis is recognized as a consequence of persistent liver damage. Hence, understanding the mechanisms of liver fibrosis could help patients reverse this process. Aggrephagy is a selective type of autophagy which is under study in various diseases. However, the investigation of aggrephagy in liver fibrosis has not been reported yet.</p></div><div><h3>Methods</h3><p>Five GEO databases were first batched into an integrated dataset by PCA analysis and facilitated for exploration of the aggrephagy-related genes. In addition, the diagnostic model under the aggrephagy-related genes was constructed by random forest. Then Western blot and immunofluorescence were employed in cells treated by autophagy-inhibitor Bafilomycin A1 to analyze whether the aggrephagy induced by liver fibrosis is necessary for aggregates degradation. Furthermore, the single cell data from GEO database and AUCell analysis functioned to detect the aggrephagy score. CellChat analysis compared the interaction strength and underlying receptor ligands between the different aggrephagy score groups. Furthermore, we used the monocle function to display the dynamic process from low aggrephagy score to high aggrephagy score groups. Finally, we used the consensus cluster to compare the clinical characteristics and underlying drug compounds under aggrephagy-score.</p></div><div><h3>Results</h3><p>First, we observed that aggrephagy score was much higher in the liver fibrosis group than in the normal group. Then our results showed that aggrephagy score was positively correlated with several metabolism pathways. In addition, aggrephagy related diagnostic model showed higher efficiency than other markers of liver fibrosis. Further experiments revealed that the removal of aggregates in liver fibrosis was depended on aggrephagy. We then observed that aggrephagy score and CFTR levels were dominantly located in hepatocytes from single-cell data. Moreover, the high aggrephagy-score group showed increased cell interaction strength, intercellular receptor-ligand signaling, and the transcription factor activity of HNF1B than the low aggrephagy-score groups. Hence, aggrephagy might be a promising target for liver fibrosis.</p></div><div><h3>Conclusions</h3><p>Our results showed that the aggrephagy score is a promising index for diagnosing liver fibrosis.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"5 ","pages":"Pages 46-59"},"PeriodicalIF":0.0,"publicationDate":"2023-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49708063","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
Integrin-based prognostic model predicts survival, immunotherapy response, and drug sensitivity in gastric cancer 基于整合素的胃癌预后模型预测生存、免疫治疗反应和药物敏感性
Biomedical Technology Pub Date : 2023-05-03 DOI: 10.1016/j.bmt.2023.04.002
Yilin Hu , Yu Chen , Menglong Wu , Chenyu Qian , Junjie Chen , Kun Wang , Wanjiang Xue
{"title":"Integrin-based prognostic model predicts survival, immunotherapy response, and drug sensitivity in gastric cancer","authors":"Yilin Hu ,&nbsp;Yu Chen ,&nbsp;Menglong Wu ,&nbsp;Chenyu Qian ,&nbsp;Junjie Chen ,&nbsp;Kun Wang ,&nbsp;Wanjiang Xue","doi":"10.1016/j.bmt.2023.04.002","DOIUrl":"https://doi.org/10.1016/j.bmt.2023.04.002","url":null,"abstract":"<div><h3>Background</h3><p>Extracellular matrix (ECM) acts as a physical barrier to tumors, resulting in the lysis or delay of drug delivery. Integrins (ITGs) are essential for tumor cell-ECM interactions. Thus, we established a novel prognostic model to predict overall survival, immunotherapy benefits, and therapeutic agents in gastric cancer (GC) based on ITGs-related ECM landscape.</p></div><div><h3>Methods</h3><p>Using the TCGA-STAD dataset, we studied the genetic and transcriptional changes of ITGs. We used a merged cohort for ITGs survival analysis and determined molecular pattern clusters using consensus unsupervised clustering methodology. We confirmed the distinct ECM landscape between constructed clusters by performing gene set variation and Kaplan-Meier analysis. We utilized prognostic differentially expressed genes between clusters to develop a prognostic model utilizing logistic least absolute shrinkage and selection operator cox regression analysis, followed by stepwise multivariate Cox analysis in the training dataset. The model was validated by receiver operating characteristic curves and Kaplan-Meier analysis in the testing dataset and seven validation datasets. We compared our model to 35 previously published models. To analyze immune infiltration, we used multiple algorithms, which were further confirmed by single-cell RNA-sequencing and fluorescent multiplex immunohistochemistry. We explored tumor mutation burden (TMB), microsatellite instability-high (MSI-H) grade, immunotherapy response, chemotherapy sensitivity, and clinical significance between the low-risk and high-risk groups. Finally, we assessed the risk score in five reported molecular subtypes.</p></div><div><h3>Results</h3><p>The two ITGs-related clusters were identified, and their ECM landscapes were distinct. The prognostic model was constructed and had shown stable performance in internal and external validation. In addition, our model outperformed 35 previously published models. High-risk patients had a bad prognostic ECM landscape, high stromal cell inflammation, a lower TMB, a lower MSI-H grade, a worse tumor stage, a worse response to immunotherapy, and less sensitivity to chemotherapy. In five reported molecular subtypes, the worse subtypes showed a higher risk score.</p></div><div><h3>Conclusions</h3><p>The prognostic model could be an effective and promising tool for predicting prognosis and therapy response in GC patients.</p></div>","PeriodicalId":100180,"journal":{"name":"Biomedical Technology","volume":"5 ","pages":"Pages 26-45"},"PeriodicalIF":0.0,"publicationDate":"2023-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49707931","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: 2
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