A single-building damage detection model based on multi-feature fusion: A case study in Yangbi.

Accurate and effective identification, determination of the location, and classification of damaged buildings are essential after destructive earthquakes. However, the accuracy of image change detection is limited because of the many texture features and changes in non-building information. In this context, a model for single-building damage detection based on multi-feature fusion is proposed. First, the normalized Digital Surface Model (nDSM) was extracted from the DSM through iterative filtering and point cloud thinning, followed by the extraction of building contour information. Next, single-building images were generated from different data sources through the region of interest (ROI), and the optimal texture feature parameters were extracted for fusion. Afterward, principal-component analysis (PCA) was conducted to suppress multi-feature correlation-induced information redundancy. Finally, the damage to buildings was quantitatively evaluated, and the model was compared with 13 models. The results confirmed the practicability of the model for the Yangbi MS6.4 and Honghe MS5.0 earthquakes.

MicroRNA-21 promotes head and neck squamous cell carcinoma (HNSCC) induced transition of bone marrow mesenchymal stem cells to cancer-associated fibroblasts.

BACKGROUND: Most patients diagnosed with head and neck tumor will present with locally advanced disease, requiring multimodality therapy. Bone marrow-derived mesenchymal stromal cells (BMSCs) respond to a variety of tumor cell-derived signals, such as inflammatory cytokines and growth factors. As a result, the inflammatory tumor microenvironment may lead to the recruitment of BMSCs. Whether BMSCs in the tumor environment are more likely to promote tumor growth or tumor suppression is still controversial. We aimed to determine whether microRNA-21(miR-21) would play a vital role in HNSCC induced transition of human bone marrow mesenchymal stem cells (hBMSCs) to cancer-associated fibroblasts (CAFs). METHODS: In this study, we used electron microscope to observed exosomes collected from human tissue and two cell lines. We co-cultured hBMSCs with exosomes from FaDu and Cal-27 cells with miR-21 inhibited or not, then assessed cell cycle changes of hBMSCs with flow cytometry and determined expression level of α-SMA and FAP through qRT-PCR and Western blot. RESULTS: We observed an up-regulation of miR-21 expression in HNSCC tissue and FaDu and Cal-27 cells. Importantly, the exosomes derived from both cells induced CAFs-like characteristics in hBMSCs. while treatment with a miR-21 inhibitor effectively suppressed the transition of hBMSCs to CAFs and reversed the changes in the cell cycle distribution. This suggests that miR-21 plays a crucial role in facilitating the transition of hBMSCs to CAFs and modulating the cell cycle dynamics. CONCLUSION: Our findings highlight the significance of miR-21 in mediating the communication between HNSCC cells and hBMSCs through exosomes, leading to the promotion of CAFs-like features and alterations in the cell cycle of hBMSCs.

[Analysis on clinical characteristics, treatments and prognostic factors of head and neck non-Hodgkin's lymphoma].

OBJECTIVE: To study the clinical characteristics, treatments and prognoses of the primary non-Hodgkin's lymphoma (NHL) in head and neck. METHOD: Clinical manifestations and clinicopathology characteristics of 107 NHL patients in head and neck were analyzed retrospectively. RESULT: The median age of patients with head and neck NHL was 54 years. The most commonly primary site was tonsil (29 cases, 27.10%), and the secondly primary site was nasal cavity (28 cases, 26.17%). The most common histologic subtype was diffuse large B cell lymphoma(46 cases, 42.99%), and the secondly one was NK/T cell lymphoma(24 cases, 22.43%). We found that the combination of rituximab was superior than that of chemotherapy alone. Prognosis depended on both IPI and histological subtype, and IPI was a more dangerous factor than histological subtype. CONCLUSION: The primary NHL is a common neoplasm in the head and neck region. Characteristic in age, primary site, histologic subtype, treatment and prognostic factors were helpful to understand and treat non-Hodgkin's lymphoma in head and neck.