Phenomics (Cham, Switzerland)最新文献

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Comparative Transcriptomic and Metabolomic Analysis of Two Related Kandelia obovata Populations in Response to Cold Wave. 两个亲缘关系的倒卵花种群对寒潮响应的转录组学和代谢组学比较分析。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-22 eCollection Date: 2025-10-01 DOI: 10.1007/s43657-024-00204-7
Jiaqi Zhang, Tianyi Fan, Xingxing Cai, Sheng Ouyang, Ji Yang, Zhiping Song, Wenju Zhang, Yuguo Wang, Yan Zhu, Peng Nan
{"title":"Comparative Transcriptomic and Metabolomic Analysis of Two Related <i>Kandelia obovata</i> Populations in Response to Cold Wave.","authors":"Jiaqi Zhang, Tianyi Fan, Xingxing Cai, Sheng Ouyang, Ji Yang, Zhiping Song, Wenju Zhang, Yuguo Wang, Yan Zhu, Peng Nan","doi":"10.1007/s43657-024-00204-7","DOIUrl":"10.1007/s43657-024-00204-7","url":null,"abstract":"<p><p>Temperature plays a pivotal role in shaping the distribution of mangroves, as episodes of low temperature have severe impacts on their survival and geographical range. <i>Kandelia obovata</i> has gained recognition as an ideal species for investigating mangroves response mechanisms to cold stress. However, there is a paucity of reports focusing on its response to freezing stress and its adaptive mechanisms during recovery stages. In this study, we subjected two populations of <i>K. obovata</i> (southern F-J and northern Z-J) collected from the southeast coastal area of China to a simulated cold wave. We conducted phenotype analyses along with comparative transcriptomics and metabolomics investigations on these two populations, which exhibited differential freeze resistance. Our clustering analyses highlighted groups of <i>K. obovata</i> genes and metabolites that may contribute to the enhanced plant adaptability and survival capacity when exposed to cold wave. Notably, the freeze-resistant Z-J population exhibited thickened cuticle layer and enhanced jasmonic acid pathway during their recovery stage. This study provides novel insights into comprehending the molecular responses and survival mechanisms employed by <i>K. obovata</i> against cold waves, while also offering a valuable transcriptome and metabolome resource for future investigations in molecular ecology and conservation strategies for mangroves in both their native habitats and introduced environments.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at https://doi.org/10.1007/s43657-024-00204-7.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 5","pages":"518-534"},"PeriodicalIF":6.2,"publicationDate":"2025-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13615276/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149066479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Association Between Bone Mineral Density and Serum Uric Acid in the Elderly Chinese: Observational and Mendelian Randomization Analyses. 中国老年人骨密度与血清尿酸的关系:观察性和孟德尔随机化分析。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-15 eCollection Date: 2025-04-01 DOI: 10.1007/s43657-024-00214-5
Hongbin Xu, Min Xie, Haitao Zhang, Chunchun Yuan, Feihong Cai, Jiangxun Ji, Chen Huang, Binhao Shi, Jing Wang, Xiulan Ye, Yuan Chai, Wenjun Pu, Xuehua Xie, Yongjun Wang, Lijuan Jiang, Dezhi Tang, Qianqian Liang
{"title":"An Association Between Bone Mineral Density and Serum Uric Acid in the Elderly Chinese: Observational and Mendelian Randomization Analyses.","authors":"Hongbin Xu, Min Xie, Haitao Zhang, Chunchun Yuan, Feihong Cai, Jiangxun Ji, Chen Huang, Binhao Shi, Jing Wang, Xiulan Ye, Yuan Chai, Wenjun Pu, Xuehua Xie, Yongjun Wang, Lijuan Jiang, Dezhi Tang, Qianqian Liang","doi":"10.1007/s43657-024-00214-5","DOIUrl":"10.1007/s43657-024-00214-5","url":null,"abstract":"","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 2","pages":"216-218"},"PeriodicalIF":6.2,"publicationDate":"2025-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12209088/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144556109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Causal Assessment of Phenotypic Risk Factors with Keratinocyte Carcinoma. 角化细胞癌表型危险因素的因果评估。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-09 eCollection Date: 2025-04-01 DOI: 10.1007/s43657-024-00174-w
Yantao Xu, Zixi Jiang, Ying Wang, Jiachen Liu, Shuang Zhao
{"title":"Causal Assessment of Phenotypic Risk Factors with Keratinocyte Carcinoma.","authors":"Yantao Xu, Zixi Jiang, Ying Wang, Jiachen Liu, Shuang Zhao","doi":"10.1007/s43657-024-00174-w","DOIUrl":"10.1007/s43657-024-00174-w","url":null,"abstract":"<p><p>Previous observational and genomic-wide association studies (GWAS) suggested the association between several phenotypic factors and keratinocyte carcinoma, including lifestyle and dietary, photodamage-related conditions and socioeconomic status. The causal effect of these phenotypic factors in keratinocytes carcinoma etiology remains unclear. In this study, we utilized two-sample mendelian randomization analysis from multiple large-scale GWAS datasets of keratinocytes carcinoma including more than 300,000 patients. Genetic instrumental variables (IVs) were constructed by identifying single nucleotide polymorphisms (SNPs) that associate with corresponding factors. The inverse variance weighted (IVW) method and four robust MR approaches, including weighted median estimator, MR-Egger regression, simple mode and weighted mode were implemented for causal inferences and assess the sensitivity across findings. In this analysis, ease of skin tanning was identified as casual protective factor of keratinocyte carcinoma (Basal cell carcinoma: IVW OR = 0.718, 95% CI 0.654-0.788, <i>p</i> < 0.001; Cutaneous squamous cell carcinoma: IVW OR = 0.601, 95% CI 0.516-0.701, <i>p</i> < 0.001). Other phenotypic factors, such as coffee intake, alcohol consumption, smoking and socioeconomic status, indicated insignificant effects on keratinocyte carcinoma risk in the analysis, and therefore, our study does not support their roles in modifying keratinocytes carcinoma risks. Our extensive analysis provides strong evidence of the causative protective effect of ease of skin tanning in keratinocyte carcinoma. The findings suggest that individuals who are less prone to tanning may need to pay greater attention to sun protection in their daily activities to reduce the potential risk of keratinocyte cancers.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s43657-024-00174-w.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 2","pages":"212-215"},"PeriodicalIF":6.2,"publicationDate":"2025-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12209071/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144556110","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Trait Coding Rule in Phenotype Space. 表型空间中的性状编码规则。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-07 eCollection Date: 2025-12-01 DOI: 10.1007/s43657-024-00195-5
Jianguo Wang, Xionglei He
{"title":"The Trait Coding Rule in Phenotype Space.","authors":"Jianguo Wang, Xionglei He","doi":"10.1007/s43657-024-00195-5","DOIUrl":"https://doi.org/10.1007/s43657-024-00195-5","url":null,"abstract":"<p><p>Genotype and phenotype are both the themes of modern biology. Despite the elegant protein coding rules recognized decades ago in genotype, little is known on how traits are coded in a phenotype space (<i>P</i>). Mathematically, <i>P</i> can be partitioned into a subspace determined by genetic factors (<i>P</i> <sup>G</sup>) and a subspace affected by non-genetic factors (<i>P</i> <sup>NG</sup>). Evolutionary theory predicts <i>P</i> <sup>G</sup> is composed of limited dimensions while <i>P</i> <sup>NG</sup> may have infinite dimensions, which suggests a dimension decomposition method, termed as uncorrelation-based high-dimensional dependence (UBHDD), to separate them. We applied UBHDD to a yeast phenotype space comprising ~ 400 traits in ~ 1000 individuals. The obtained tentative <i>P</i> <sup>G</sup> matches the actual genetic components of the yeast traits, explains the broad-sense heritability, and facilitates the mapping of quantitative trait loci, suggesting the tentative <i>P</i> <sup>G</sup> be the yeast genetic subspace. A limited number of latent dimensions in the <i>P</i> <sup>G</sup> were found to be recurrently used for coding the diverse yeast traits, while dimensions in the <i>P</i> <sup>NG</sup> tend to be trait specific and increase constantly with trait sampling. A similar separation success was achieved when applying UBHDD to the UK Biobank human brain phenotype space that comprises ~ 700 traits in ~ 26,000 individuals. The obtained <i>P</i> <sup>G</sup> helped elucidate the genetic versus non-genetic origins of the left-right asymmetry of human brain, and reveal several hundred novel genetic correlations between brain regions and dozens of mental traits/diseases. In sum, by developing a dimension decomposition method we show that phenotypic traits are coded by a limited number of genetically determined common dimensions and unlimited trait-specific dimensions shaped by non-genetic factors, a rule fundamental to the emerging field of phenomics.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s43657-024-00195-5.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 6","pages":"646-663"},"PeriodicalIF":6.2,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12886688/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146168496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implication of Gut Mycobiome and Virome in Type-2 Diabetes Mellitus: Uncovering the Hidden Players. 肠道菌群和病毒组在2型糖尿病中的意义:揭示隐藏的玩家。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-07 eCollection Date: 2025-02-01 DOI: 10.1007/s43657-024-00199-1
Mona Kriti, Raj Ojha, Samradhi Singh, Devojit Kumar Sarma, Vinod Verma, Ashok Kumar Yadav, Ravinder Nagpal, Manoj Kumar
{"title":"Implication of Gut Mycobiome and Virome in Type-2 Diabetes Mellitus: Uncovering the Hidden Players.","authors":"Mona Kriti, Raj Ojha, Samradhi Singh, Devojit Kumar Sarma, Vinod Verma, Ashok Kumar Yadav, Ravinder Nagpal, Manoj Kumar","doi":"10.1007/s43657-024-00199-1","DOIUrl":"10.1007/s43657-024-00199-1","url":null,"abstract":"<p><p>Type-2 diabetes mellitus (T2DM) is a global epidemic with significant societal costs. The gut microbiota, including its metabolites, plays a pivotal role in maintaining health, while gut dysbiosis is implicated in several metabolic disorders, including T2DM. Although data exists on the relationship between the gut bacteriome and metabolic disorders, further attention is needed for the mycobiome and virome. Recent advancements have begun to shed light on these connections, offering potential avenues for preventive measures. However, more comprehensive investigations are required to untangle the interrelations between different microbial kingdoms and their role in T2DM development or mitigation. This review presents a simplified overview of the alterations in the gut bacteriome in T2DM and delves into the current understanding of the mycobiome and virome's role in T2DM, along with their interactions with the cohabiting bacteriome. Subsequently, it explores into the age-related dynamics of the gut microbiome and the changes observed in the microbiome composition with the onset of T2DM. Further, we explore the basic workflow utilized in gut microbiome studies. Lastly, we discuss potential therapeutic interventions in gut microbiome research, which could contribute to the amelioration of the condition, serve as preventive measures, or pave the way towards personalized medicine.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 1","pages":"51-64"},"PeriodicalIF":6.2,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12040793/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144052910","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-omics Quality Assessment in Personalized Medicine Through European Infrastructure for Translational Medicine (EATRIS): An Overview. 通过欧洲转化医学基础设施(EATRIS)进行个性化医疗的多组学质量评估:综述。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-01 eCollection Date: 2025-06-01 DOI: 10.1007/s43657-024-00170-0
{"title":"Multi-omics Quality Assessment in Personalized Medicine Through European Infrastructure for Translational Medicine (EATRIS): An Overview.","authors":"","doi":"10.1007/s43657-024-00170-0","DOIUrl":"10.1007/s43657-024-00170-0","url":null,"abstract":"<p><p>Molecular characterization of a biological sample, e.g., with omics approaches, is fundamental for the development and implementation of personalized and precision medicine approaches. In this context, quality assessment is one of the most critical aspects. Accurate performance and interpretation of omics techniques is based on consensus, harmonization, and standardization of protocols, procedures, data analysis and reference values and materials. EATRIS, the European Infrastructure for Translational Medicine (www.EATRIS.eu), brings together resources and services to support researchers in developing their biomedical discoveries into novel translational tools and interventions for better health outcomes. Here we describe the efforts within the Horizon 2020 EATRIS-Plus project and activities of member facilities of EATRIS towards quality assessment of pre-clinical sample processing, clinical omics data generation, multi-omics data integration, and dissemination of the resources in a Multi-Omics Toolbox, which is the principal deliverable of the EATRIS-Plus project for the consolidation of EATRIS towards translational medicine.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s43657-024-00170-0.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 3","pages":"311-325"},"PeriodicalIF":6.2,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12390891/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144981746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel Imaging Technology for Biomedical and Clinical Application. 生物医学和临床应用的新型成像技术。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-04-01 eCollection Date: 2025-12-01 DOI: 10.1007/s43657-024-00167-9
Jingyi Dong, Kai Huang, Sicen Lai, Yihao Peng, Yuancheng Liu, Xv Li, Lingjia Hao, Jiayi Li, Jiaqi Huang, Zeyu Chen, Shuang Zhao
{"title":"Novel Imaging Technology for Biomedical and Clinical Application.","authors":"Jingyi Dong, Kai Huang, Sicen Lai, Yihao Peng, Yuancheng Liu, Xv Li, Lingjia Hao, Jiayi Li, Jiaqi Huang, Zeyu Chen, Shuang Zhao","doi":"10.1007/s43657-024-00167-9","DOIUrl":"https://doi.org/10.1007/s43657-024-00167-9","url":null,"abstract":"<p><p>The application of new image technology (NIT) in biomedical and clinical fields is developing at a top speed with the emergence of newly invented technics such as multiparametric, multimodal or molecule imaging. However, due to the fast-paced nature of this development, many theories and technologies have not been thoroughly summarized and reviewed. This lack of comprehensive reviews has hindered our ability to fully comprehend the utility and effectiveness of NIT in clinical settings. Furthermore, the rapid development has sometimes outpaced our ability to provide ideal applications. This review focuses on the comparison of eight types of novel and conventional imaging techniques, which aims to inform readers about the history and characteristic of new medical imaging, providing details such as the clinical functional data. This review first briefly introduces a large number of novel techniques which have been developed to help bridge the gap in medical imaging. Secondly, by systematically overviewings the development of novel imaging technologies, readers could understand the basic changing trends in clinical vision field. Lastly, this search provides strong evidence to instruct future development.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s43657-024-00167-9.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 6","pages":"745-773"},"PeriodicalIF":6.2,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12886696/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146168523","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A EPCAM Pathogenic Variant in Familial Lynch Syndrome-Associated Colon Cancer: Insights into Genetic Basis and Tumor Microenvironment Characteristics. 家族性Lynch综合征相关结肠癌的EPCAM致病变异:遗传基础和肿瘤微环境特征的见解
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-03-26 eCollection Date: 2025-04-01 DOI: 10.1007/s43657-024-00202-9
Sumeng Wang, Ke Zhang, Yifei Cheng, Lingxiang Liu, Mulong Du
{"title":"A <i>EPCAM</i> Pathogenic Variant in Familial Lynch Syndrome-Associated Colon Cancer: Insights into Genetic Basis and Tumor Microenvironment Characteristics.","authors":"Sumeng Wang, Ke Zhang, Yifei Cheng, Lingxiang Liu, Mulong Du","doi":"10.1007/s43657-024-00202-9","DOIUrl":"10.1007/s43657-024-00202-9","url":null,"abstract":"<p><p>Lynch syndrome (LS) is an inherited condition caused by germline mutations in genes involved in DNA mismatch repair (MMR), which could increase the risk of developing colorectal cancer and other types of cancers. Current understanding of MMR gene mutations cannot fully account for the genetic predisposition to LS-associated colon cancer. This study uncovered a novel germline mutation, <i>EPCAM</i> c.661 A > G, in members of a three-generation family using next-generation sequencing technique, which was related to a vertically transmitted risk for LS-associated colon cancer. Genetically, <i>EPCAM</i> c.661 A > G was proposed to modulate the transcriptional activity of <i>MSH2</i> through the DNA methylation alteration, as well as influence the stability of EpCAM protein. Through spatial transcriptomic analysis, we discovered a \"cold\" tumor microenvironment feature and distinct cellular interactions among epithelial cell subpopulations. In conclusion, these findings highlight the importance of identifying and characterizing novel pathogenic mutations of MMR genes to better understand the genetic basis of LS and its association with colon cancer.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s43657-024-00202-9.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 2","pages":"183-191"},"PeriodicalIF":6.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12209482/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144556107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TonguExpert: A Deep Learning-Based Algorithm Platform for Fine-Grained Extraction and Classification of Tongue Phenotypes. 舌头专家:基于深度学习的细粒度舌头表型提取和分类算法平台。
IF 6.2
Phenomics (Cham, Switzerland) Pub Date : 2025-03-26 eCollection Date: 2025-04-01 DOI: 10.1007/s43657-024-00210-9
Ting Li, Ling Zuo, Pengyu Wang, Liangfu Yang, Zijia Liu, Xu Wang, Jingze Tan, Yajun Yang, Jiucun Wang, Yong Zhou, Li Jin, Guangtao Zhai, Jianxin Chen, Qianqian Peng, Guoqing Zhang, Sijia Wang
{"title":"TonguExpert: A Deep Learning-Based Algorithm Platform for Fine-Grained Extraction and Classification of Tongue Phenotypes.","authors":"Ting Li, Ling Zuo, Pengyu Wang, Liangfu Yang, Zijia Liu, Xu Wang, Jingze Tan, Yajun Yang, Jiucun Wang, Yong Zhou, Li Jin, Guangtao Zhai, Jianxin Chen, Qianqian Peng, Guoqing Zhang, Sijia Wang","doi":"10.1007/s43657-024-00210-9","DOIUrl":"10.1007/s43657-024-00210-9","url":null,"abstract":"<p><p>Tongue analysis holds promise for disease detection and health monitoring, especially in traditional Chinese medicine. However, its subjectivity hinders clinical applications. Deep learning offers a path for automated tongue diagnosis, yet existing methods struggle to capture subtle details, and the lack of large datasets hampers the development of robust and generalizable models. To address these challenges, we introduce TonguExpert (https://www.biosino.org/TonguExpert), a free platform for archiving, analyzing, and extracting phenotypes from tongue images. Our deep learning framework integrates cutting-edge techniques for tongue segmentation and phenotype extraction. TonguExpert analyzes a massive dataset of 5992 tongue images from a Chinese population and extracts 773 phenotypes including five predicted labels and their probabilities, 355 global features (entire tongue, tongue body, and tongue coating) and 408 local features (fissures and tooth marks) in a unified process. Besides, 580 additional features for five tongue subregions are also available for future study. Notably, TonguExpert outperforms manual classification methods, achieving high accuracy (ROC-AUC 0.89-0.99 for color, 0.97 for fissures, 0.88 for tooth marks). Additionally, the model generalizes well to predict new phenotypes (e.g., greasy coating) using external datasets. This allows the model to learn from a broader spectrum of data, potentially improving its overall performance. We also release the largest publicly available dataset of tongue images and phenotypes, which is invaluable for advancing automated analysis and clinical applications of tongue diagnosis. In summary, this research advances automated tongue diagnosis, paving the way for wider clinical adoption and potentially expanding the applications in the future.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s43657-024-00210-9.</p>","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 2","pages":"109-122"},"PeriodicalIF":6.2,"publicationDate":"2025-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12209108/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144556098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of Next Generation Probiotics for Cardiometabolic Diseases. 新一代心脏代谢疾病益生菌的开发。
IF 3.7
Phenomics (Cham, Switzerland) Pub Date : 2025-03-21 eCollection Date: 2025-02-01 DOI: 10.1007/s43657-025-00230-z
Muhammed Tanweer Khan, Fredrik Bäckhed
{"title":"Development of Next Generation Probiotics for Cardiometabolic Diseases.","authors":"Muhammed Tanweer Khan, Fredrik Bäckhed","doi":"10.1007/s43657-025-00230-z","DOIUrl":"https://doi.org/10.1007/s43657-025-00230-z","url":null,"abstract":"","PeriodicalId":74435,"journal":{"name":"Phenomics (Cham, Switzerland)","volume":"5 1","pages":"18-22"},"PeriodicalIF":3.7,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12040764/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144055335","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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