Publications by authors named "Xiangxue Wang"

Article Synopsis
  • The study addresses the rising global incidence of inflammatory bowel disease (IBD) and presents an AI-assisted diagnostic system aimed at grading inflammatory activity in ulcerative colitis (UC) using pathological images.
  • Utilizing deep learning techniques, the researchers trained their model on 603 whole-slide images (WSIs) from one hospital and validated it with 212 WSIs from another, employing a multi-instance learning approach to enhance feature aggregation.
  • Results show the model's effectiveness with high accuracy metrics: an AUC of 0.863 and sensitivity of 0.913 for the internal test set, and an AUC of 0.947 with a sensitivity of 0.889 for the external test set, demonstrating robust diagnostic potential for
View Article and Find Full Text PDF
Article Synopsis
  • Histological analysis of testicular sections is essential for infertility research but often requires extensive training, prompting the need for faster methods.
  • A new deep learning model was developed to analyze mouse testicular sections stained with H&E, resulting in improved accuracy and reduced analysis time while identifying spermatogenic defects in mutant mice.
  • The SCSD-Net model enables rapid assessment of reproductive defects in just 2.5-3 hours, revealing significant interactions between Sertoli and DAZ family proteins that impact testis size and meiotic function.
View Article and Find Full Text PDF
Article Synopsis
  • The study focuses on developing a new material, porous nitrogen-doped carbon (PNC), to effectively extract uranium from seawater while addressing challenges posed by contaminants in the marine environment.
  • The synthesized PNC shows improved pollutant removal capabilities compared to its predecessor COF-LZU1, retaining structural integrity and stability in various conditions.
  • LZU1@PNC demonstrated strong performance across multiple desorption-regeneration cycles, indicating its stability and recyclability, and offers insights into utilizing COF-derived materials for broader environmental applications.
View Article and Find Full Text PDF

Extracting uranium from seawater not only reduces radioactive contamination in seawater but also provides a source of uranium energy. However, due to the low concentration of uranium in seawater and the high salinity of seawater, extraction of uranium from seawater is challenging. In this work, we demonstrated a simple strategy to synthesize Fe-doped MXene (Fe@TiCT) via a hydrothermal method and applied for uranium enrichment in seawater.

View Article and Find Full Text PDF
Article Synopsis
  • The study investigates the role of nuclear characteristics and the tumor microenvironment (TME) in differentiating basal cell carcinoma (BCC) from trichoepithelioma (TE) and categorizing BCC into high-risk (HR) and low-risk (LR) types.
  • An automated deep learning workflow was developed, training on 161 H&E-stained tissue sections, achieving high performance in tumor region identification and risk stratification; the MSA-U-Net model showed precision of 0.910 and the differentiation classifier had AUC values of around 0.977 across datasets.
  • Key features distinguishing BCC from TE included various nuclear and TME metrics such as homogeneity and elongation
View Article and Find Full Text PDF

Metabolic dysfunction-associated fatty liver disease (MAFLD) has reached epidemic proportions worldwide and is the most frequent cause of chronic liver disease in developed countries. Within the spectrum of liver disease in MAFLD, steatohepatitis is a progressive form of liver disease and hepatocyte ballooning (HB) is a cardinal pathological feature of steatohepatitis. The accurate and reproducible diagnosis of HB is therefore critical for the early detection and treatment of steatohepatitis.

View Article and Find Full Text PDF

Digital pathology allows computerized analysis of tumor ecosystem using whole slide images (WSIs). Here, we present single-cell morphological and topological profiling (sc-MTOP) to characterize tumor ecosystem by extracting the features of nuclear morphology and intercellular spatial relationship for individual cells. We construct a single-cell atlas comprising 410 million cells from 637 breast cancer WSIs and dissect the phenotypic diversity within tumor, inflammatory and stroma cells respectively.

View Article and Find Full Text PDF

Both environment and human beings were menaced by the widespread application of radioactive uranium, high-performance and effective elimination of uranium from wastewater is of important meaning for development of environmental sustainability in the future. In this study, the water-stable MOF material and the highly crystalline COF were compounded by a mild hydrothermal strategy, which achieved efficient removal of U(VI) through the synergistic effect. The composites showed the characteristics of both COFs and MOFs, which will possess higher stability, larger surface area and faster adsorption efficiency that cannot be carried out by a single component.

View Article and Find Full Text PDF

ZIF-8, a sort of zeolitic imidazolate frameworks (ZIFs), had showed superior adsorptive property of typical radionuclide U(VI), but it reminded uncertain how the performance of ZIF-8 would be affected by adding humic acid (HA). HA could significantly change the surface charge of ZIFs and the transport of U(VI) in natural settings, which affected the eradication of U(VI) in aquatic ecology. Thus the impact of HA for the U(VI) removal by ZIF-8 as well as its mechanism had been analyzed by batch experiments and spectral analyses.

View Article and Find Full Text PDF

Chemoradiation is a common therapeutic regimen for human papillomavirus (HPV)-associated oropharyngeal squamous cell carcinoma (OPSCC). However, not all patients benefit from chemotherapy, especially patients with low-risk characteristics. We aim to develop and validate a prognostic and predictive radiomic image signature (pRiS) to inform survival and chemotherapy benefit using computed tomography (CT) scans from 491 stage I and II HPV-associated OPSCC, which were divided into three cohorts D-D.

View Article and Find Full Text PDF

Iodine deficiency can cause thyroid disease, a serious health problem that has been affecting humans since several years. The biofortification of plants with iodine is an effective strategy for regulating iodine content in humans. In addition, radioiodine released into the atmosphere may contaminate terrestrial ecosystem along with dry or wet deposition and its accumulation in plants may cause exposure risks to humans via food chain.

View Article and Find Full Text PDF

Accurate segmentation of whole slide images is of great significance for the diagnosis of pancreatic cancer. However, developing an automatic model is challenging due to the complex content, limited samples, and high sample heterogeneity of pathological images. This paper presented a multi-tissue segmentation model for whole slide images of pancreatic cancer.

View Article and Find Full Text PDF

Uranium mainly exists in the form of uranyl carbonate in seawater. [UO(CO)] has strong stability, which increases the difficulty of uranium extraction from seawater. Meanwhile, the complex marine environment, a large number of coexisting competing ions and biological pollution are all non-negligible disturbing factors.

View Article and Find Full Text PDF

Motivation: Differentiating 12 stages of the mouse seminiferous epithelial cycle is vital towards understanding the dynamic spermatogenesis process. However, it is challenging since two adjacent spermatogenic stages are morphologically similar. Distinguishing Stages I-III from Stages IV-V is important for histologists to understand sperm development in wildtype mice and spermatogenic defects in infertile mice.

View Article and Find Full Text PDF

Background: The NLRP3 inflammasome is overactivated in the brains of APP/PS1 transgenic mice and AD patients, and mitophagy has an obvious negative regulatory role on NLRP3 inflammasome activation. The protective effect of melatonin in AD may be related to the regulation of mitophagy and NLRP3 inflammasome activity. TFEB plays a critical role in maintaining autophagy/mitophagy.

View Article and Find Full Text PDF

Immune checkpoint inhibitors (ICIs) show prominent clinical activity across multiple advanced tumors. However, less than half of patients respond even after molecule-based selection. Thus, improved biomarkers are required.

View Article and Find Full Text PDF

Intrahepatic cholangiocarcinoma (ICC) is cancer that originates from the liver's secondary ductal epithelium or branch. Due to the lack of early-stage clinical symptoms and very high mortality, the 5-year postoperative survival rate is only about 35%. A critical step to improve patients' survival is accurately predicting their survival status and giving appropriate treatment.

View Article and Find Full Text PDF

The development of mouse spermatozoa is a continuous process from spermatogonia, spermatocytes, spermatids to mature sperm. Those developing germ cells (spermatogonia, spermatocyte, and spermatids) together with supporting sertoli cells are all enclosed inside seminiferous tubules of the testis, their identification is key to testis histology and pathology analysis. Automated segmentation of all these cells is a challenging task because of their dynamical changes in different stages.

View Article and Find Full Text PDF

Bacteria may change the physicochemical properties of montmorillonite and further effect the disposal of high-level radioactive waste. Therefore, we explored the influence of Shewanella oneidensis MR-1 on the elimination of representative radionuclide U(VI) by montmorillonite (MMT). The batch experiments showed that MR-1 significantly enhanced the removal efficiency of U(VI), the adsorption capacity of MMT improved from 8.

View Article and Find Full Text PDF

Various kind of organics are toxic and detrimental, resulting in eutrophication, black, odorous water and so on. Photocatalysis has been deemed to be a promising technology which can decompose different kinds of organic pollutants under visible light irradiation, finally achieving non-poisonous, harmless CO, water and other inorganic materials. Bismuth oxychloride (BiOCl) is considered as a promising photocatalyst for the efficient degradation of organic pollutants due to its high chemical stability, unique layered structure, resistance to corrosion and favorable photocatalytic property.

View Article and Find Full Text PDF

Because the pollutants produced by human activities have destroyed the ecological balance of natural water environment, and caused severe impact on human life safety and environmental security. Hence the task of water environment restoration is imminent. Metal-organic frameworks (MOFs), structured from organic ligands and inorganic metal ions, are notable for their outstanding crystallinity, diverse structures, large surface areas, adsorption performance, and excellent component tunability.

View Article and Find Full Text PDF

Among many separation membranes reported to date, the favorable polymer affinity and unique physio-chemical performances of metal-organic frameworks (MOFs) including ultra-high surface area, regular and highly controlled porosity have drawn widespread attention in industrial and academic communities. In this comprehensive review, the developmental timeline of MOF containing membranes for water treatment were clarified. The removal efficiencies, elimination mechanisms, as well as possible influencing factors of various MOF containing membranes that applied to water treatment were systematically summarized.

View Article and Find Full Text PDF

Background: We developed and validated a prognostic and predictive computational pathology risk score (CoRiS) using H&E stained tissue images from patients with early-stage non-small cell lung cancer (ES-NSCLC).

Methods: 1330 patients with ES-NSCLC were acquired from 3 independent sources and divided into four cohorts D. D comprised 100 surgery treated patients and was used to identify prognostic features via an elastic-net Cox model to predict overall and disease-free survival.

View Article and Find Full Text PDF

Spermatogenesis in mammals is a cyclic process of spermatogenic cell development in the seminiferous epithelium that can be subdivided into 12 subsequent stages. Histological staging analysis of testis sections, specifically of seminiferous tubule cross-sections, is the only effective method to evaluate the quality of the spermatogenic process and to determine developmental defects leading to infertility. Such staging analysis, however, is tedious and time-consuming, and it may take a long time to become proficient.

View Article and Find Full Text PDF

Local spatial arrangement of nuclei in histopathology images of different cancer subtypes has been shown to have prognostic value. In order to capture localized nuclear architectural information, local cell cluster graph-based measurements have been proposed. However, conventional ways of cell graph construction only utilize nuclear spatial proximity, and do not differentiate between different cell types while constructing the graph.

View Article and Find Full Text PDF