SpectralMAE: Spectral Masked Autoencoder for Hyperspectral Remote Sensing Image Reconstruction.

Accurate hyperspectral remote sensing information is essential for feature identification and detection. Nevertheless, the hyperspectral imaging mechanism poses challenges in balancing the trade-off between spatial and spectral resolution. Hardware improvements are cost-intensive and depend on strict environmental conditions and extra equipment. Recent spectral imaging methods have attempted to directly reconstruct hyperspectral information from widely available multispectral images. However, fixed mapping approaches used in previous spectral reconstruction models limit their reconstruction quality and generalizability, especially dealing with missing or contaminated bands. Moreover, data-hungry issues plague increasingly complex data-driven spectral reconstruction methods. This paper proposes SpectralMAE, a novel spectral reconstruction model that can take arbitrary combinations of bands as input and improve the utilization of data sources. In contrast to previous spectral reconstruction techniques, SpectralMAE explores the application of a self-supervised learning paradigm and proposes a masked autoencoder architecture for spectral dimensions. To further enhance the performance for specific sensor inputs, we propose a training strategy by combining random masking pre-training and fixed masking fine-tuning. Empirical evaluations on five remote sensing datasets demonstrate that SpectralMAE outperforms state-of-the-art methods in both qualitative and quantitative metrics.

Abnormal resting-state brain activity and connectivity of brain-bladder control network in overactive bladder syndrome.

BACKGROUND: Neuroimaging studies have shown that the brain is involved in the mechanism of overactive bladder disease (OAB). PURPOSE: To explorer spatial patterns of spontaneous neural activities and functional integration in patients with OAB. MATERIAL AND METHODS: In total, 28 patients with OAB and 28 matched healthy controls (HC) underwent resting-state functional magnetic resonance imaging and completed questionnaires to assess clinical symptoms. The amplitude of low-frequency fluctuation (ALFF) and ROI-based functional connectivity (FC) within the brain-bladder control network (BBCN) were calculated and compared between the two groups using a two-sample t-test. Pearson correlation analysis was performed to investigate the relationship between ALFF and the clinical score of patients with OAB. RESULTS: Compared with HCs, patients with OAB exhibited significantly decreased ALFF in the left superior medial middle gyrus (SFGmed) and superior dorsal frontal gyrus (SFGdor), and increased ALFF in the right hippocampus. Furthermore, ALFF values in the left SFGmed were negatively correlated with OABSS scores. FC in patients with OAB was significantly increased between the bilateral caudate nucleus (CAU) and bilateral SFGdor, the bilateral CAU and bilateral supplementary motor area (SMA), the bilateral thalamus and SMA; the left CAU and bilateral SFGmed, the left CAU and bilateral anterior cingulate gyrus, and the left CAU and left insula. Additionally, decreased FC was found between the bilateral amygdala and bilateral SFGmed and the left SMA and left insula. CONCLUSION: These abnormal activities and connectivities of BBCN may indicate impaired cortical control of micturition in OAB, suggesting a possible neural mechanism of OAB.

Analysis of logistics capacity, influencing factors and spatial spillover effect in Yangtze River Economic Belt.

The logistics industry plays a crucial role in facilitating regional economic development. Serving as a vital link connecting producers, consumers, and various components of the supply chain, it has a direct and profound impact on the prosperity and advancement of regional economies. Based on the panel data of 11 provinces in the Yangtze River Economic Belt from 2016 to 2020, this paper constructs the logistics capability evaluation index system from four aspects: regional economic base, logistics infrastructure, logistics development scale, information technology and talent support, and uses the entropy weight TOPSIS method to measure the logistics capability of each province. The adjacency space weight matrix, geographical distance weight matrix and economic distance weight matrix are selected to build a spatial econometric model to analyze the influencing factors and spatial spillover effects of regional logistics capability. The following conclusions can be drawn from the analysis. From 2016 to 2020, the regional logistics capacity of the Yangtze River Economic Belt shows a trend of increasing year by year, but the logistics capacity of different provinces within the region has a large room for improvement. From the perspective of spatial dimension, the logistics capacity of the Yangtze River Economic Belt is "high in the east and low in the west". The results of spatial econometric analysis based on the spatial Durbin model show that there are significant spatial spillover effects on the logistics capacity of provinces in the Yangtze River Economic Belt. Factors such as road network density, port throughput, water freight turnover, transportation, warehousing and postal employment will not only affect the logistics capacity of the region, but also have a spillover effect on the material capacity of neighboring provinces in the Yangtze River Economic Belt. This study improves the level of regional logistics capacity and promotes the regional economic development of the Yangtze River Economic Belt. It can be used as a reference for other regions or countries in terms of enhancing regional logistics capacity and promoting regional economic development.

Microplastics in aquatic systems: An in-depth review of current and potential water treatment processes.

Plastic products, despite their undeniable utility in modern life, pose significant environmental challenges, particularly when it comes to recycling. A crucial concern is the pervasive introduction of microplastics (MPs) into aquatic ecosystems, with deleterious effects on marine organisms. This review presents a detailed examination of the methodologies developed for MPs removal in water treatment systems. Initially, investigating the most common types of MPs in wastewater, subsequently presenting methodologies for their precise identification and quantification in aquatic environments. Instruments such as scanning electron microscopy, dynamic light scattering, Fourier transform infrared spectroscopy, Raman spectroscopy, surface-enhanced Raman spectroscopy, and Raman tweezers stand out as powerful tools for studying MPs. The discussion then transitions to the exploration of both existing and emergent techniques for MPs removal in wastewater treatment plants and drinking water treatment plants. This includes a description of the core mechanisms that drive these techniques, with an emphasis on the latest research developments in MPs degradation. Present MPs removal methodologies, ranging from physical separation to chemical and biological adsorption and degradation, offer varied advantages and constraints. Addressing the MPs contamination problem in its entirety remains a significant challenge. In conclusion, the review offers a succinct overview of each technique and forwards recommendations for future research, highlighting the pressing nature of this environmental dilemma.

Endoscopy-assisted cerebral falx incision via unilateral approach in treatment of dissymmetric bilateral frontal contusion.

BACKGROUND: Dissymmetric bilateral frontal contusion (DBFC) is relatively frequent in the clinic. In this study, we aimed to investigate the development tendency, clinical features, and treatment experience of DBFC and to summarize out experience in treating these patients via minimally invasive means-endoscopy. METHODS: Over the past 3 years, we have treated a total of 31 patients with DBFC using endoscopy-assisted unilateral cerebral falx incision. We used a 30-degree endoscope to observe the involvement of brain contusion and whether the brain contusions have been cleaned thoroughly. Another 30 patients treated by routine bilateral approach within the same period were taken as controls. RESULTS: Seventeen cases (54.8%) in the unilateral-operation group survived and were in good condition, 8 cases (25.8%) had moderate disability, and 4 cases (12.9%) had severe disability; 1 case (3.2%) was in vegetable state, and 1 case (3.2%) died. Compared with the control group, the GOS score was not significantly different in the unilateral-operation group, but the operation time, blood transfusion volume, length of hospital stay, incidence of mental disorder, and incidence of olfactory nerve injury were greatly reduced in the unilateral-operation group. CONCLUSIONS: Endoscopy-assisted unilateral cerebral falx incision can shorten the operation time and reduce surgical trauma and complications when used for treatment of patients with DBFC.

Predictive Factors for Adjacent Vertebral Fractures After Percutaneous Kyphoplasty in Patients With Osteoporotic Vertebral Compression Fracture.

BACKGROUND: Adjacent vertebral fracture (AVF) seemed to be a frequent and severe complication in osteoporotic vertebral compression fracture (OVCF) patients receiving percutaneous vertebroplasty  or percutaneous kyphoplasty (PKP), resulting in poor long-term outcome and recurrence of pain-related symptoms. Nonetheless, its mechanism remains unclear. OBJECTIVES: To investigate the potential predictor of AVF after PKP and figure out whether the intervertebral disc plays a role during the process of AVF. STUDY DESIGN: Retrospective study. SETTING: Department of Orthopedic, an affiliated hospital of a medical university. METHODS: Clinical data of OVCF patients receiving PKP were reviewed in our hospital from January 2016 to December 2020. Four hundred and forty-five patients were recruited who met the abovementioned criteria in this study. The clinical data, including age, gender, bone mineral density (BMD), vertebral height, vertebral kyphosis angle, cement volume, cement distribution, as well as adjacent disc degeneration extent, were recorded for each patient. Independent-sample t tests and chi-squared tests were performed to compare these indexes. Bivariate correlation tests and multiple linear regression analyses were performed among potential predictors. Receiver operator characteristic (ROC) analysis and Kaplan-Meier plotter were applied to evaluate the diagnostic efficiency of parameters for predicting the occurrence of AVF. RESULTS: Patients in both groups gained obvious improvements in symptomatic and radiographic indexes after first PKP. Statistically significant difference (P < 0.05) was only found between 2 groups with respect to BMD, kyphosis angle at last follow-up before second PKP, cement distribution, and disc degeneration grade. The ROC analysis showed that BMD = 15.5° was highly predictive of AVF after PKP (sensitivity, 92.2%; specificity, 24.6%; area under curve, 0.569, P = 0.109). Statistically significant difference of AVF incidence amongst patients with different cement distribution (P = 0.018) and similar trend was also found amongst patients with different disc degeneration (P = 0.000). Statistically significant difference was noted in terms of disc degeneration grade between 2 adjacent discs in AVF group. LIMITATIONS: The main limitation is the retrospective nature of this study. CONCLUSIONS: The risk of AVF should be focused, especially when OVCF patients with the following predictors: (1) BMD < -3.45; (2) kyphosis angle at last follow-up > 15.5°; (3) I or II cement distribution; and (4) IV or V disc degeneration. More prophylactic treatment should be prescribed for these patients to avoid the occurrence of AVF.

Significant elevation of survivin and livin expression in human colorectal cancer: inverse correlation between expression and overall survival.

BACKGROUND: Survivin and livin are novel members of the inhibitor of apoptosis protein family, which have rarely been studied in human colorectal cancer (CRC). This study aims to examine their expression and association with clinicopathological factors and prognosis in CRC, and evaluate the possibility of their use as biomarkers for CRC. PATIENTS AND METHODS: We investigated the expression of survivin and livin in 61 CRC samples using immunohistochemical staining (Envision) and correlated it with the survival of these patients using log-rank test and correlation analysis. RESULTS: Among the 61 cases, 60.7 and 54.1% were positive for expression of survivin (p < 0.05) and livin (p < 0.05). No expression of survivin and livin was detected in normal colorectal mucosa. An inverse correlation (r = -0.9916) between the increased survivin and livin levels and overall survival was observed in univariate survival analysis. The expression of both proteins was not correlated with age, gender, degrees of differentiation, and TNM stage (p < 0.05) in malignancies. CONCLUSIONS: High expression of both survivin and livin may influence the prognosis of CRC. This finding opens new perspectives for CRC prognosis because survivin and livin can both be used as biomarkers or potential therapeutic targets.

[Effect of cutting beach group on Oncomelania hupensis snail control in south of Shaobo Lake, Jiangsu Province].

OBJECTIVE: To evaluate the effect of Oncomelania hupensis snail control of cutting the beach group in the south of Shaobo Lake. METHODS: The general situation of the project of cutting the beach was surveyed, and the snail distribution was surveyed and the results were compared before and after cutting the beach in the beach group. RESULTS: The area of cutting beach was 928.33 hm2, the cubic meter of earthwork was 1 717.00 m3, the area of dumping ground was 425.76 hm2, the beach surface elevation was 3.2 m after cutting the beach, and the beach surface was fallen to 1.0 m under the ordinary water level. The area with snails was 44.69 hm2 before cutting the beach in 2011 but the area with snails was 1.78 hm2 after cutting the beach in 2018. The area with remaining snails was declined by 96.02% in 2018 as compared with that in 2011, and surviving snails were distributed on the uncut beach face. CONCLUSIONS: In Shaobo Lake, the O. hupensis snail breeding environment is eliminated by raising or lowering the beach, so it is an effective measure of snail control in lake regions.

[Analysis of HOXD13 gene in polydactyly in dispersion type].

OBJECTIVE: To analyze HOXD13 gene in polydactyly in dispersion type of Fujian Han population in order to know whether there is mutation in HOXD13. METHODS: All members were evaluated physically and radlologically. Genomic DNA was extracted from peripheral blood of the patients who were treated from Dec. 2012 to Apr. 2013, their parents, grandparents, and normal volunteers from our department. The polymerase chain reaction ( PCR) , agarose gel electrophoresis and DNA sequence analysis were adopted to analyze HOXD13 from six cases with polydactyly and forty normal volunteers. RESULTS: All patients had no family history. A heterozygous synonymous mutation, c. 291 C > T( p. A60A), was detected in exon 1 of the HOXD13 Gene in five of the polydactyly patients. Similar mutation was not detected in one brachy dactyly patient and the forty normal volunteers. CONCLUSION: A heterozygous synonymous mutation, c.291C > T (p. A60A), of the HOXD13 gene may be related with polydactyly in dispersion type of Chinese han population.

Enhanced levels of soluble and membrane-bound CD137 levels in patients with acute coronary syndromes.

BACKGROUND: Increasing evidence shows that costimulatory molecules of the tumor necrosis factor superfamily such as CD40/CD40 ligand and OX40/OX40 ligand have been implicated in atherosclerosis. We investigated whether the expression levels of the tumor necrosis factor superfamily members CD137 in serum and membrane-bound were related to acute coronary syndromes (ACS). METHODS: Thirty normal controls and 210 patients, including 70 with stable angina (SA), 80 with unstable angina (UA), and 60 with acute myocardial infarction (AMI), were enrolled in our study. The expression of CD137 in peripheral monocytes was analyzed by flow cytometry. Serum soluble CD137 (sCD137) and C-reactive protein levels were measured by commercially available ELISA. RESULTS: The expression of CD137 in peripheral monocytes in patients with UA [14.2+/-3.5 mean fluorescence intensity (MFI)] and AMI (15.1+/-4.4MFI) was significantly higher than those in patients with SA (6.5+/-2.4MFI) and controls (7.1+/-3.5MFI). sCD137 in patients with UA (16.7+/-4.9 ng/ml) and AMI (19.1+/-4.3 ng/ml) were significantly higher than those in patients with SA (3.4+/-1.4 ng/ml) and controls (3.9+/-1. 3 ng/ml) (p<0.001). C-reactive protein level in serum in patients with UA (13.8+/-3.3 ng/ml) and AMI (15.5+/-4.7 ng/ml) were also higher than those in patients with SA (1.4+/-0.4 ng/ml) and controls (1.3+/-0.3ng/ml). It was interesting that percutaneous transluminal coronary angioplasty (PTCA) induced a marked rise in sCD137 levels in SA patients, while CD137 expression in peripheral monocytes showed no difference between SA patients with PTCA before and after. A positive correlation was found between sCD137 and serum C-reactive protein levels (r=0.681; p<0.0001). CONCLUSION: Patients with ACS showed increased soluble and membrane-bound CD137 expression. sCD137 level showed a significantly positive correlation with CRP level in patients with ACS. The relation between sCD137 and ACS needs further researches.

(-)-Epigallocatechin-3-gallate suppresses osteoclast differentiation and ameliorates experimental arthritis in mice.

OBJECTIVE: To verify the effects of (-)-epigallocatechin-3-gallate (EGCG) on osteoclast differentiation and on experimental arthritis in mice. METHODS: Human osteoclasts were differentiated from peripheral blood monocytes. The effects of EGCG were examined by tartrate-resistant acid phosphatase (TRAP) staining, bone resorption assay, Western blotting, and quantitative real-time polymerase chain reaction. Arthritis was induced in mice by injecting a cocktail of monoclonal antibodies against collagen. EGCG (20 microg/gm body weight) was administered intraperitoneally every day from day 0 through the end of the experiments (day 15). The effects of EGCG were determined by assessments of joint swelling, histologic changes, and TRAP staining on day 15. RESULTS: EGCG reduced the generation of TRAP-positive multinucleated cells, bone resorption activity, and osteoclast-specific gene expression without affecting cell viability. EGCG down-regulated expression of nuclear factor of activated T cells c1 (NF-ATc1), but not of NF-kappaB, c-Fos, and c-Jun, suggesting that down-regulation of NF-ATc1 is one of the molecular bases of EGCG action. Additionally, EGCG treatment ameliorated clinical symptoms and reduced histologic scores in arthritic mice (P < 0.05). The in vivo effect of EGCG on osteoclast differentiation was not clear in this model, probably because EGCG suppressed the inflammation itself. CONCLUSION: EGCG suppressed osteoclast differentiation and ameliorated experimental arthritis in mice over the short term. It remains to be established whether EGCG is useful for the prevention and treatment of osteoporosis and rheumatoid arthritis.