Search

We propose a multi-sensor fusion method for capturing challenging 3D human motions with accurate consecutive local poses and global trajectories in large-scale scenarios, only using single LiDAR and 4 IMUs, which are set up conveniently and worn lightly. Specifically, to fully utilize the global geometry information captured by LiDAR and local dynamic motions captured by IMUs, we design a two-stage pose estimator in a coarse-to-fine manner, where point clouds provide the coarse body shape and IMU measurements optimize the local actions. Furthermore, considering the translation deviation caused by the view-dependent partial point cloud, we propose a pose-guided translation corrector. It predicts the offset between captured points and the real root locations, which makes the consecutive movements and trajectories more precise and natural. Moreover, we collect a LiDAR-IMU multi-modal mocap dataset, LIPD, with diverse human actions in long-range scenarios. Extensive quantitative and qualitative experiments on LIPD and other open datasets all demonstrate the capability of our approach for compelling motion capture in large-scale scenarios, which outperforms other methods by an obvious margin. We will release our code and captured dataset to stimulate future research.

Purpose: Disulfiram, an inhibitor of gasdermin D-induced pore formation, is known to suppress interleukin (IL)-1β secretion and pyroptosis. However, its effects on fungal keratitis remain unknown. Therefore, we investigated the role of disulfiram in Aspergillus fumigatus keratitis., Methods: In vitro, Cell Count Kit-8 (CCK8) assay and cell scratch test were performed to determine optimal concentration. In vivo and in vitro experiments were conducted in a mouse model, human neutrophils, and mouse peritoneal macrophages. We pre-treated the mice or cells with disulfiram and infected them with A. fumigatus at specific times. We subsequently evaluated the development of fungal keratitis lesions, the recruitment of inflammatory cells, and the production of inflammatory cytokines using slit lamp microscopy, clinical evaluation, quantitative reverse transcription polymerase chain reaction, immunofluorescence staining, enzyme-linked immunosorbent assay, and western blotting. We also used slit lamp microscopy and clinical evaluation to assess the effect of natamycin with or without disulfiram., Results: Disulfiram at 20 μM has no significant cytotoxic effect and does not affect cell migration. In the mouse model, disulfiram significantly suppressed inflammatory responses, reduced neutrophil and macrophage recruitment, and down-regulated myeloperoxidase and nitric oxide synthase levels at earlier stages of infection. Disulfiram had no effect on IL-1β production and maturation, but it inhibited IL-1β secretion in macrophages. Disulfiram combined with natamycin significantly increased corneal transparency in the mice model., Conclusion: Overall, disulfiram reduced the host immune response in fungal keratitis by attenuating neutrophil and macrophage recruitment and inhibiting IL-1β secretion in macrophages. Disulfiram in combination with antifungal agents may serve as a novel therapeutic method for reducing corneal opacity in fungal keratitis., (Copyright © 2021 Elsevier B.V. All rights reserved.)

Objective: We sought to analyze the distribution and antibiotic sensitivity of pathogens in hospitalized patients and to provide a scientific reference for the rational application of antibiotics., Methods: From January 2014 to December 2018, urine cultures from patients in our hospital were collected and analyzed retrospectively for the presence, distribution, and drug sensitivity of pathogens., Results: A total of 42,854 midstream urine cultures were collected from which 11,891 (27.75%) pathogens were isolated, including 8101 (68.13%) strains of gram-negative bacteria, 2580 (21.69%) strains of gram-positive bacteria, and 1210 (10.18%) strains of fungi. Escherichia coli and Enterococci were the most common species of gram-negative and gram-positive bacteria, respectively. Drug sensitivity varied among different pathogens. Clear drug resistance was observed in bacteria, while fungus exhibited relatively lower resistance., Conclusion: Pathogens responsible for urinary tract infections in hospitalized patients are diversiform and display resistance to some antibiotics. Drug resistance monitoring should be enhanced to optimize antimicrobial therapy., Competing Interests: The authors declare no competing financial interests., (Copyright © 2021 Dongkai Sun et al.)

Purpose: To evaluate the risk factors for pelvic lymph node metastasis (LNM) in endometrial cancer (EC)., Methods: Clinicopathological characteristics and preoperative laboratory results were retrospectively analyzed in 393 surgically staged patients with EC (January 2014-February 2019)., Results: Pelvic LNM was detected in 45 (11.5%) patients. Univariate analysis showed that increased preoperative levels of human epididymis protein 4 (HE4), carbohydrate antigen 125 (CA125), monocyte to lymphocyte ratio (MLR), platelet to lymphocyte ratio (PLR), and decreased absolute lymphocyte count (ALC), as well as non-endometrioid histology, grade 3 tumor, deep myometrial invasion, vaginal or para-uterine involvement, adnexal involvement, positive peritoneal cytology, and lymphovascular space invasion (LVSI) were risk factors for pelvic LNM (All p < 0.05). Multivariate analysis revealed that preoperative serum HE4 ≥ 132 pmol/L (odds ratio (OR) 4.25, 95% confidence interval (CI) 1.65-10.94, p = 0.003), serum CA 125 ≥ 27.6 U/mL (OR 6.10, 95% CI 2.31-16.07, p = 0.000), non-endometrioid histology (OR 16.64, 95% CI 5.96-46.47, p = 0.000), myometrial invasion ≥ 50% (OR 5.30, 95% CI 2.07-13.55, p = 0.001), positive peritoneal cytology (OR 4.70, 95% CI 1.21-18.27, p = 0.025), and LVSI (OR 3.11, 95% CI 1.09-8.92, p = 0.034) remained as independent risk factors for pelvic LNM in EC. With the increase of these independent risk factors, the rate of pelvic LNM was increased significantly., Conclusions: Higher preoperative levels of serum HE4 and CA125, non-endometrioid histology, deep myometrial invasion, positive peritoneal cytology, and LVSI are independent risk factors for pelvic LNM in EC, which can provide scientific basis for lymphadenectomy.

Tumor markers are beneficial for the diagnosis and therapy monitoring of lung cancer. However, the value of tumor markers in lung cancer histological diagnosis is unknown. In this study, we analyzed the serum levels of six tumor markers (CEA, CYFRA21-1, SCC, NSE, ProGRP, and CA125) in 2097 suspected patients with lung cancer and determined whether the combination of the tumor markers was useful for histological diagnosis of lung cancer. We found that CYFRA21-1 was the most sensitive marker in NSCLC. ProGRP showed a better clinical performance than that of NSE in discriminating between SCLC and NSCLC. The serum level of CYFRA21-1 or SCC was significantly higher in squamous carcinoma ( p < 0.05), and the levels of ProGRP and NSE were significantly higher in SCLC ( p < 0.05). According to the criteria established, SCLC and NSCLC were discriminated with sensitivity of 87.12 and 62.63% and specificity of 64.61 and 99.5%, respectively. The sensitivity and specificity in the differentiation of adenocarcinoma and squamous carcinoma were 68.1 and 81.63% and 70.73 and 65.93%, with NPV of 46.03 and 68.97% and PPV of 85.82 and 79.47%, respectively. Our results suggested the combination of six tumor markers could discriminate the histological types of lung cancer.