The Parameter Calibration of Social Force Model for Pedestrian Flow Simulation Based on YOLOv5.

With the increasing importance of subways in urban public transportation systems, pedestrian flow simulation for supporting station management and risk analysis becomes more necessary. There is a need to calibrate the simulation model parameters with real-world pedestrian flow data to achieve a simulation closer to the real situation. This study presents a calibration approach based on YOLOv5 for calibrating the simulation model parameters in the social force model inserted in Anylogic. This study compared the simulation results after model calibration with real data. The results show that (1) the parameters calibrated in this paper can reproduce the characteristics of pedestrian flow in the station; (2) the calibration model not only decreases global errors but also overcomes the common phenomenon of large differences between simulation and reality.

T cell responses in senior patients with community-acquired pneumonia related to disease severity.

Senior individuals older than 65 years of age are at a disproportionally higher risk of developing pneumonia. Impaired capacity to defend against airway infections may be one of the reasons. It is generally believed that weaker regulatory T cell responses may be beneficial to host defense against pathogens. In senior patients with community-acquired bacterial pneumonia, we investigated the frequencies and functions of regulatory T cells. Interestingly, we found that compared to age- and sex-matched healthy controls, senior pneumonia patients presented lower frequencies of Foxp3-expressing and Helios-expressing CD4+ T cells. The quantity of Foxp3 and Helios being expressed, measured by their mRNA transcription levels, was also lower in CD4+ T cells from pneumonia patients. Furthermore, following TCR and TGF-ß stimulation, pneumonia patients presented impaired capacity to upregulate Foxp3 and Helios. Functional analyses revealed that CD4+ T cells from pneumonia patients secreted lower amounts of IL-10 and TGF-ß, two cytokines critical to regulatory T cell-mediated suppression. Also, the expression of granzyme B and perforin, which were cytolytic molecules potentially utilized by regulatory T cells to mediate the elimination of antigen-presenting cells and effector T cells, were reduced in CD4+CD25+ T cells from senior pneumonia patients. In addition, the CD4+CD25+ T cells from senior pneumonia patients presented reduced capacity to suppress effector CD4+ and CD8+ T cell proliferation. Moreover, the value of pneumonia severity index was inversely correlated with several parameters of regulatory T cell function. Together, our results demonstrated that senior pneumonia patients presented a counterintuitive impairment in regulatory T cell responses that was associated with worse prognosis.

Element-based prognostics of occupational pneumoconiosis using micro-proton-induced X-ray emission analysis.

Pneumoconiosis is an occupational disease accompanied by long-term lung impairment, for which prediction of prognosis is poorly understood because of the complexity of the inhaled particles. Micro-proton-induced X-ray emission (micro-PIXE) analysis, which is advantageous for high-sensitivity, two-dimensional element mapping of lung tissues, was used to investigate element-based predictive factors of prognosis in Chinese patients with welder's and coal miner's pneumoconiosis. Chest radiographs and lung function tests showed that most of the coal miners deteriorated, whereas symptoms in some welders were alleviated after 5 yr, as determined by comparing percent vital capacity (%VC) and forced expiratory volume in the 1st second over forced vital capacity (FEV1.0/FVC) to values taken at the initial diagnosis. Micro-PIXE analysis suggested that the most abundant particulates in welder's pneumoconiosis were Fe, Mn, and Ti (metallic oxide),which were accompanied by particulates containing Si, Al, and Ca (aluminum silicate) or only Si (SiO2); the most abundant particulates in coal miner's pneumoconiosis were composed of C, Si, Al, K, and Ti, which were accompanied by particulates containing Ca or Fe. Particulates containing Al, Si, S, K, Ca, and Ti (orthoclase and anorthite) were correlated with severity of fibrosis. Multivariable linear regression suggested that long-term FEV1.0/FVC decrease was independently associated with Si and smoking index, whereas %VC decrease was associated with Si and Ti. A risk index comprised of these factors was developed to predict the prognosis of pneumoconiosis. Micro-PIXE analysis is feasible for the evaluation of elemental composition and dust exposure, especially for patients whose exposure is mixed or uncertain.

[Comparison of welder's pneumoconiosis with silicosis and follow-up study of welder's pneumoconiosis].

OBJECTIVE: To study the character of welder's pneumoconiosis on CT, pathology, and lung function. METHODS: To contrast 185 welder's pneumoconiosis and 115 silicosis on CT, pathology, and clinical characters which were diagnosed between Jan 2008 and Dec 2013. Chest X-ray and lung function of 39 welder's pneumoconiosis patients were followed up after diagnosed 4~6 years later. RESULTS: Average age and working years of welder's pneumoconiosis were 36.7 and 11.5, less than silicosis patients 58.8 and 22.1, respectively (P<0.05). Of all 185 welder's pneumoconiosis 98.4% were of stage I and no stage III, while in silicosis group stage I, stage II and stage III were 56.5%, 22.6% and 20.9%, respectively. The ratio differences between the two groups were statistically significant,P<0.05. 82.7% of welder's pneumoconiosis patients were observed pathologically moderate or above dust deposition in lung tissue while interstitial fibrosis level was just mild (97.6% patients) or no fibrosis (2.4% patients). By contrast, 60.0% silicosis patients pathologically showed moderate or above dust deposition while 77.8% were of moderate or above fibrosis. CT findings in welder' s pneumoconiosis were diffuse branching linear structure (38.9%), low density consistent size centrilobular micronodules (19.5%), or both (30.8%). Poorly-defined ground-glass attenuation centrilobular micronodules or widely ground glass shadow were observed in 6.4% welder's pneumoconiosis patents. 30.8% patients failed to reach the original stage when 39 welder's pneumoconiosis followed up chest radiograph. CONCLUSION: Changes in welder's lung caused by welding fume were not only siderosis, but also interstitial fibrosis.

[Welders' siderosis: a retrospective cohort study on welder's pneumoconiosis patients with small round opacities on chest radiograph].

OBJECTIVE: To study the radiographycal changes and prognosis of welders' pneumoconiosis patients diagnosed within the last few years. METHODS: Occupational hygienics data (including years on welding work, welding materials exposed to and work environment), symptoms, lung function test results and follow-up data of 136 welders' pneumoconiosis patients were collected retrospectively. The follow-up lasted up till June 30, 2014, with follow-up interval being one year. Chest radiographs were read/reviewed together by 3 senior experts experienced in pneumoconiosis diagnosing and shape and size of small opacity, overall profusion, affected lung zones and pneumoconiosis stages were all logged. RESULTS: Of all 136 pneumoconiosis cases, five were of stage II and 131 were stage I, and they had been engaged in welding work for 9.2±6.34 years. All patients were present with slight symptoms including coughing, chest distress and dyspnea, while their lung function remained normal. Small round opacities were found on chest radiographs of 88.9% of the 136 cases. Years of follow-up on 131 cases of stage I Welder's pneumoconiosis showed that irregular small opacities remained fundamentally unchanged, while small round opacities tended to gradually lessen instead of coalescence. Two years after primary diagnosing, the total affected lung zones of follow-up objects were noticed to start lessening, and reduced by 0.02 per patient among the 48 follow-up subjects. Of the 48 cases followed up up to six years after primary diagnosing, the affected lung zone number was reduced by 0.54 per patient while 4 cases (8%) went down to below stage I. As of the 36 patients followed up 10 years after after primary diagnosis, the number of affected lung areas decreased by 1.14, and 22% (8 cases) appeared less than stage I on chest radiograph. CONCLUSION: It seemed that the so-called welders' pneumoconiosis featuring small round opacities tended to get improved over time, which suggested the diagnosis of siderosis.

Interfacial anchoring cobalt species mediated advanced oxidation: Degradation performance and mechanism of organic pollutants.

The development of highly catalytic activity, low-cost and environmentally friendly catalysts is crucial for the use of advanced oxidation processes (AOPs) to treat organic pollutants. In this study, to reduce costs, enhance catalytic activity and avoid secondary pollution form metal ions, pomelo peel was used as raw material, combined with surface crystallization, carbon layer protection and heat treatment technology to effectively construct AOPs catalyst that can efficiently activate peroxymonosulfate (PMS) to degrade harmful organic pollutants. Under the optimal conditions, the Co/BC-PMS system can degrade about 100 % of tetracycline (TC, a spectral antibiotic) within 5 min, and the degradation rate of TC can still reach 100 % even if Co/BC (cobalt anchored on biochar) was reused for 6 times. The Co/BC-PMS system can resist complex environmental conditions, including acidic solution, alkaline solution, coexisting ions, different water quality, and is universal for the degradation of most organic pollutants. The integrated purification column with Co/BC as the core realizes the continuous and complete degradation of organic pollutants and has the ability of practical application. Radical capture and monitoring combined with density-functional-theory calculations confirmed that the Co(111) and amorphous CoO sites in Co/BC are the key to driving PMS to degrade organic pollutants, Co/BC can efficiently adsorb PMS and promote the dissociation of PMS into highly active OH, SO4- and 1O2, and these reactive oxygen species jointly promote the degradation of organic pollutants. This study provides experimental support and theoretical insights for the design of efficient AOPs catalysts, and plays an important role in promoting the development of AOPs.

AMD-SD: An Optical Coherence Tomography Image Dataset for wet AMD Lesions Segmentation.

Wet Age-related Macular Degeneration (wet AMD) is a common ophthalmic disease that significantly impacts patients' vision. Optical coherence tomography (OCT) examination has been widely utilized for diagnosing, treating, and monitoring wet AMD due to its cost-effectiveness, non-invasiveness, and repeatability, positioning it as the most valuable tool for diagnosis and tracking. OCT can provide clear visualization of retinal layers and precise segmentation of lesion areas, facilitating the identification and quantitative analysis of abnormalities. However, the lack of high-quality datasets for assessing wet AMD has impeded the advancement of related algorithms. To address this issue, we have curated a comprehensive wet AMD OCT Segmentation Dataset (AMD-SD), comprising 3049 B-scan images from 138 patients, each annotated with five segmentation labels: subretinal fluid, intraretinal fluid, ellipsoid zone continuity, subretinal hyperreflective material, and pigment epithelial detachment. This dataset presents a valuable opportunity to investigate the accuracy and reliability of various segmentation algorithms for wet AMD, offering essential data support for developing AI-assisted clinical applications targeting wet AMD.

Clinical efficacy of tetrandrine in artificial stone-associated silicosis: A retrospective cohort study.

Background: Outbreaks of silicosis have occurred among workers in the artificial stone (AS) industry, and there is currently no effective antifibrosis treatment for silicosis. Design: A retrospective cohort study. Methods: We retrospectively analyzed the clinical data of 89 artificial stone-associated silicosis patients treated in Shanghai Pulmonary Hospital (China). Patients who agreed to be administered tetrandrine entered the observation group and those who disagreed entered the control group. Changes in chest HRCT, pulmonary function, and clinical symptoms of patients in two groups were compared pre- and post-treatment. Results: After treatment for 3-12 months, 56.5%-65.4% of patients in the observation group showed improvements in HRCT imaging, while there was no improvement in the control group (p < 0.05). Disease progression occurred in 0%-17.4% of patients in the observation group after 3-12 months of treatment compared with 44.4%-92.0% of patients in the control group (p < 0.05). After 3 months of treatment, the forced vital capacity (FVC), forced expiratory volume in 1 s (FEV1), and diffusing capacity of the lung for carbon monoxide (DLco) in the observation group increased by 136.7 ± 189.2 mL (p < 0.05), 124.2 ± 169.9 mL (p < 0.05), and 1.4 ± 2.3 mL/min/mmHg (p > 0.05), respectively, while those in the control group decreased (145.8 ± 356.5; 107.5 ± 272.1; 1.9 ± 3.8). After 6 months of treatment, FVC, FEV1, and DLco in the observation group increased by 207.8 ± 372.2 mL (p > 0.05), 107.8 ± 295.2 mL (p > 0.05) and 0.7 ± 6.0 mL/min/mmHg (p > 0.05), respectively, while those of the control group decreased (383.3 ± 536.7; 215.6 ± 228.9; 1.4 ± 1.7). The incidences of clinical symptoms such as cough, expectoration, dyspnea, chest tightness, and chest pain in the observation group were decreased-after treatment (all p < 0.05), while the incidences of these symptoms increased in the control group, although the change was not statistically significant (all p > 0.05). Conclusion: Tetrandrine can control and delay the progression of AS-associated silicosis fibrosis, with improved chest HRCT imaging and pulmonary function.

[Correlation analysis between cytokines levels in serum and bronchoalveolar lavage fluid, blood T cell subsets and pneumoconiosis severity].

OBJECTIVE: To analyze the correlation between the pneumoconiosis severity and the cytokines levels in serum and bronchoalveolar lavage fluid (BALF) or blood T cell subsets. METHODS: The subjects were divided into five groups: control group (6 cases), group exposed to dusts (6 cases) and 3 pneumoconiosis groups (36 in stage I, 12 in stage II and 10 in stage III). ELISA was used to detect IL-6, sIL-2R and TNF-α levels in serum and BALF. The subsets of blood T cells were classified by flow cytometer. RESULTS: As compared with control group and group exposed to dusts, the levels of serum IL-6 and sIL-2R in patients with II or III stages significantly increased, which were positively correlated with pneumoconiosis stages (r(1) = 0.74, r(2) = 0.81, P < 0.05). The level of serum TNF-α significantly decreased in patients with III stages, as compared with control group and group exposed to dusts. There was a negative correlation between serum TNF-α level and pneumoconiosis severity (r = -0.58, P < 0.05). There was a positive correlation between the levels of IL-6, sIL-2R and TNF-α in BALF and the levels of IL-6, sIL-2R and TNF-α in serum (r(1) = 0.77, r(2) = 0.96 and r(3) = 0.88, P < 0.05). The proportion of CD(4)(+)T cells and the ratio of CD(4)(+)/CD(8)(+) decreased dramatically in patients with II and III stages. But there was no correlation between these values and disease severity. CONCLUSION: The immune function in Th cell was inhibited. The levels of IL-6, sIL-2R and TNF-α in serum and BALF were associated with the severity of pneumoconiosis.

[Application of transbronchial lung biopsy in pneumoconiosis diagnosis].

OBJECTIVE: To evaluate the role of transbronchial lung biopsy (TBLB) pathology in pneumoconiosis diagnosis. METHODS: During Jan 2003 to Jun 2010 in our hospital. 418 patients exposed to dusts were examined with TBLB. The chest radiographs of all subjects showed the pneumoconiosis-like opacities. Because the dust property or accumulated doses didn't match with abnormality on chest radiographs or there were no a series of chest radiographs, it was required for subjects to perform the TBLB for diagnosis. Three hundred seventy nine cases with satisfying samples served as the study subjects. The dust deposition, fibrosis and birefringent particles were found in TBLB pathological examinations. From May 2005, the Prussian blue iron reaction test was conducted on the TBLB samples. A panel made pneumoconiosis diagnosis according to GBZ 70-2002 and GBZ 70-2009 Pneumoconiosis Diagnostic Criteria, consulting subjects' accounts and pathologic results. RESULTS: Among 379 subjects, 376 cases (99.2%) showed the lung interstitial fibrosis, 228 cases (60.2%) demonstrated the dust deposition, 111 cases (29.3%) expressed the birefringent particles by polarized light microscopy. Birefringent particles positive rate was 37.8% (62/164) in 164 patients exposed to either silica or potter dusts or cement dusts or coal-silica dusts or foundry dusts, which was much higher than that (22.7%, 49/215) in patients exposed to other dusts (welding fume or asbestos or aluminum dusts) (P < 0.05). The positive rate of Prussian blue iron reaction in 177 patients exposed to welding fume or burnishing dusts was 53.1% (94/177), which was significantly higher than that (23.2%, 13/56) in patients exposed to other dusts (cement dusts, casting dusts or silica) (P < 0.001). There were no significantly differences in rates of lung fibrosis, dust deposition and birefringent particles between pneumoconiosis and none-pneumoconiosis subjects. The rate of lung fibrosis in pneumoconiosis cases was significantly higher than that in non- pneumoconiosis cases (P < 0.05). CONCLUSION: TBLB could provide the evidence of exposure to dusts and pathological changes, which may be useful to the pneumoconiosis diagnosis.

[Pathologic analysis of transbronchial lung biopsy in workers exposed to dusts].

OBJECTIVE: To explore the role of transbronchial lung biopsy (TBLB) in pathologic diagnosis of pneumoconiosis. METHODS: In our hospital during May 2011 and Sep 2011, the TBLB samples from 35 cases occupationally exposed to dusts were compared with the video-assisted thoracoscopic surgery or lobectomy samples from 27 cases not exposed to dusts for pathological indexes, including fibrotic proliferation, nodule or nodule-like, dust deposition and needle-shaped birefringent particles. RESULTS: In group exposed to dusts, there were 6 cases (17.1%) with the moderate dust deposition and 28 cases (80.0%) with fibrotic proliferation. But in group not exposed to dusts, there were 0 case with the moderate dust deposition and 11 cases (40.0%) with fibrotic proliferation. There were significant differences between two groups (P < 0.05). In group exposed to dusts, there were 6 cases (17.1%) with Nodules-like and needle-shaped birefringent particles, but in group not exposed to dusts, there was 0 case with Nodules-like and needle-shaped birefringent particles. CONCLUSION: TBLB could provide the evidence of pathological changes in lung tissue induced by dusts, and TBLB play an important role in pneumoconiosis diagnosis.

[Study of optimization of whole lung lavage applied to pneumoconiosis].

OBJECTIVE: To observe and evaluate the performances of intermittent positive pressure ventilation, beta-2 adrenergic receptor agonist, and pressure lavage in promoting residual fluid absorption and improving blood oxygen saturation during massive whole lung lavage (WLL). METHODS: A total of 155 patients were randomly divided into pressure ventilation (PV) group (n = 28), adrenaline (Ad) group (n = 31), PV plus Ad group (n = 29), pressure infusion bag (PIB) group (n = 30), and control group (n = 32). The patients underwent staged MWLL of bilateral lungs. The blood oxygen saturation (SpO2) of arterial blood of finger, chest X-ray findings, clinical symptoms, and lung functions were observed before and after MWLL. RESULTS: There were no significant differences in change in clinical symptoms among the five groups after MWLL (P > 0.05). The Ad group showed 6.3% increase in forced vital capacity (FVC) and 10.9% increase in forced expiratory flow at 25% of vital capacity (FEF(25%)) after MWLL (P < 0.05). The control group showed 5.7% decrease in FVC, 10.9% increase in forced expiratory volume in one second (FEV(1.0)), and 12.0% increase in FEF(25%) after MWLL (P < 0.05). No significant difference was found in other groups (P > 0.05). During and after MWLL, the incidence rates of hypoxemia in PV group, PV plus Ad group, and control group were 0, 0, and 12.5% (8/64), respectively (P < 0.01). There were no significant differences in total amount of lavage fluid and amount of residual fluid in the lung among all groups (P > 0.05). The smallest difference between the optical densities of the two lung fields on chest x-ray at 3 h after WLL was 0.152 ± 0.053 in the PV plus Ad group, compared to 0.194 ± 0.074 in the PV group, 0.197 ± 0.054 in the PIB group, 0.214 ± 0.054 in the Ad group, and 0.241 ± 0.109 in the control group, with significant differences between the saline group and other groups except Ad group (P < 0.05). CONCLUSION: Pressure ventilation, adrenaline, and pressure lavage can promote the transportation and absorption of residual fluid in the lung and decrease the incidence of hypoxemia during WLL.

Loss of regulatory characteristics in CD4+ CD25+/hi T cells induced by impaired transforming growth factor beta secretion in pneumoconiosis.

Pneumoconiosis is caused by the accumulation of airborne dust in the lung, which stimulates a progressive inflammatory response that ultimately results in lung fibrosis and respiratory failure. It is possible that regulatory cells in the immune system could function to suppress inflammation and possibly slow or reverse disease progression. However, results in this study suggest that in pneumoconiosis patients, the regulatory T cells (Tregs) and B cells are functionally impaired. First, we found that pneumoconiosis patients presented an upregulation of CD4+ CD25+ T cells compared to controls, whereas the CD4+ CD25+ and CD4+ CD25hi T cells were enriched with Th1- and Th17-like cells but not Foxp3-expressing Treg cells and evidenced by significantly higher T-bet, interferon (IFN)-γ, and interleukin (IL)-17 expression but lower Foxp3 and transforming growth factor (TGF)-ß expression. Regarding the CD4+ CD25hi T-cell subset, the frequency of this cell type in pneumoconiosis patients was significantly reduced compared to controls, together with a reduction in Foxp3 and TGF-ß and an enrichment in T-bet, RORγt, IFN-γ, and IL-17. This skewing toward Th1 and Th17 types of inflammation could be driven by monocytes and B cells, since after depleting CD14+ monocytes and CD19+ B cells, the levels of IFN-γ and IL-17 were significantly decreased. Whole peripheral blood mononuclear cells and isolated monocytes and B cells in pneumoconiosis patients also presented reduced capacity of TGF-ß secretion. Furthermore, monocytes and B cells from pneumoconiosis patients presented reduced capacity in inducing Foxp3 upregulation, a function that could be rescued by exogenous TGF-ß. Together, these data indicated a potential pathway for the progression of pneumoconiosis through a loss of Foxp3+ Treg cells associated with impaired TGF-ß secretion.