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1.
Nat Mater ; 23(2): 290-300, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37845321

ABSTRACT

Measuring cellular and tissue mechanics inside intact living organisms is essential for interrogating the roles of force in physiological and disease processes. Current agents for studying the mechanobiology of intact, living organisms are limited by poor light penetration and material stability. Magnetomotive ultrasound is an emerging modality for real-time in vivo imaging of tissue mechanics. Nonetheless, it has poor sensitivity and spatiotemporal resolution. Here we describe magneto-gas vesicles (MGVs), protein nanostructures based on gas vesicles and magnetic nanoparticles that produce differential ultrasound signals in response to varying mechanical properties of surrounding tissues. These hybrid nanomaterials significantly improve signal strength and detection sensitivity. Furthermore, MGVs enable non-invasive, long-term and quantitative measurements of mechanical properties within three-dimensional tissues and in vivo fibrosis models. Using MGVs as novel contrast agents, we demonstrate their potential for non-invasive imaging of tissue elasticity, offering insights into mechanobiology and its application to disease diagnosis and treatment.


Subject(s)
Nanoparticles , Nanostructures , Diagnostic Imaging/methods , Proteins/chemistry , Acoustics , Nanoparticles/chemistry
2.
Eur Respir J ; 63(5)2024 May.
Article in English | MEDLINE | ID: mdl-38359963

ABSTRACT

BACKGROUND: We previously identified ezetimibe, an inhibitor of Niemann-Pick C1-like intracellular cholesterol transporter 1 and European Medicines Agency-approved lipid-lowering agent, as a potent autophagy activator. However, its efficacy against pulmonary fibrosis has not yet been evaluated. This study aimed to determine whether ezetimibe has therapeutic potential against idiopathic pulmonary fibrosis. METHODS: Primary lung fibroblasts isolated from both humans and mice were employed for mechanistic in vitro experiments. mRNA sequencing of human lung fibroblasts and gene set enrichment analysis were performed to explore the therapeutic mechanism of ezetimibe. A bleomycin-induced pulmonary fibrosis mouse model was used to examine in vivo efficacy of the drug. Tandem fluorescent-tagged microtubule-associated protein 1 light chain 3 transgenic mice were used to measure autophagic flux. Finally, the medical records of patients with idiopathic pulmonary fibrosis from three different hospitals were reviewed retrospectively, and analyses on survival and lung function were conducted to determine the benefits of ezetimibe. RESULTS: Ezetimibe inhibited myofibroblast differentiation by restoring the mechanistic target of rapamycin complex 1-autophagy axis with fine control of intracellular cholesterol distribution. Serum response factor, a potential autophagic substrate, was identified as a primary downstream effector in this process. Similarly, ezetimibe ameliorated bleomycin-induced pulmonary fibrosis in mice by inhibiting mechanistic target of rapamycin complex 1 activity and increasing autophagic flux, as observed in mouse lung samples. Patients with idiopathic pulmonary fibrosis who regularly used ezetimibe showed decreased rates of all-cause mortality and lung function decline. CONCLUSION: Our study presents ezetimibe as a potential novel therapeutic for idiopathic pulmonary fibrosis.


Subject(s)
Anticholesteremic Agents , Autophagy , Disease Models, Animal , Drug Repositioning , Ezetimibe , Idiopathic Pulmonary Fibrosis , Ezetimibe/therapeutic use , Ezetimibe/pharmacology , Animals , Idiopathic Pulmonary Fibrosis/drug therapy , Humans , Mice , Autophagy/drug effects , Male , Anticholesteremic Agents/therapeutic use , Anticholesteremic Agents/pharmacology , Female , Mice, Transgenic , Bleomycin , Lung/pathology , Lung/drug effects , Fibroblasts/metabolism , Fibroblasts/drug effects , Retrospective Studies , Aged , Middle Aged , Mice, Inbred C57BL , Myofibroblasts/drug effects , Myofibroblasts/metabolism , Cholesterol/metabolism
3.
Eur J Neurol ; 31(2): e16119, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37909803

ABSTRACT

BACKGROUND AND PURPOSE: Germinal centers (GCs) can be observed in the thymic tissues of patients with thymoma-associated myasthenia gravis (MG). Although an association between thymic GCs and MG has been suggested, it is unknown whether the presence of GCs could predict the development of MG after the resection of thymoma, known as postthymectomy MG. METHODS: We conducted a retrospective analysis of previously nonmyasthenic patients who underwent surgical removal of the thymoma. All available thymic tissue slides were rereviewed by a pathologist to assess for GCs. Patients were classified into GC-positive and GC-negative groups based on the presence of GCs. The incidence of postthymectomy MG was compared between the two groups, and the risk factors for postthymectomy MG were assessed. RESULTS: Of the 196 previously nonmyasthenic patients who underwent thymoma resection, 21 were GC-positive, whereas 175 were GC-negative. Postthymectomy MG developed in 11 (5.6%) patients and showed a higher incidence in the GC-positive group than in the GC-negative group (33.3% vs. 2.3%, p < 0.001). No postoperative radiotherapy and the presence of GCs were risk factors for postthymectomy MG in the univariate analysis. In multivariate analysis, invasive thymoma (hazard ratio [HR] = 9.835, 95% confidence interval [CI] = 1.358-105.372), postoperative radiotherapy (HR = 0.160, 95% CI = 0.029-0.893), and presence of GCs (HR = 15.834, 95% CI = 3.742-67.000) were significantly associated with postthymectomy MG. CONCLUSIONS: Thymic GCs may be a significant risk factor for postthymectomy MG. Even in patients with thymoma who do not show clinical symptoms of MG, postthymectomy MG should be considered, especially if thymic GCs are observed.


Subject(s)
Myasthenia Gravis , Thymoma , Thymus Neoplasms , Humans , Thymoma/complications , Thymoma/surgery , Retrospective Studies , Thymectomy/adverse effects , Thymus Neoplasms/complications , Thymus Neoplasms/surgery , Myasthenia Gravis/complications
5.
Medicina (Kaunas) ; 59(12)2023 Dec 05.
Article in English | MEDLINE | ID: mdl-38138229

ABSTRACT

Background and Objectives: Hip fractures are commonly found in elderly patients, and often result in chronic pain and decreased physical function, as well as worsening of overall health. It is known that early surgical intervention during the acute phase and rehabilitation are important for improving clinical outcomes for these patients. However, the importance of management for improving the quality of life of these patients is becoming more emphasized. Studies on changes in sleep patterns after hip fractures are rare overseas. Therefore, the aim of this study is to investigate the prevalence of sleep disturbance in patients with hip fractures and to analyze the changes in sleep disturbance after surgery by comparing the preoperative and postoperative results. Materials and Methods: During the period from August 2022 to January 2023, patients who underwent surgical treatment for hip fractures and were recruited into the REAL Hip Cohort were selected as research subjects. The sleep survey was conducted using the Pittsburgh Sleep Quality Index (PSQI). The PSQI is composed of 18 questions, each divided into areas of sleep quality, sleep latency, duration, efficiency, disturbance, use of medication, and daytime dysfunction. Each area is scored 0-3 points and the total is 0-21. A score greater than five indicates sleep disorder. The PSQI was surveyed during hospitalization and three months after surgery for post-fracture sleep status. To analyze changes before and after the fracture, paired T-tests and chi-square tests were performed. Results: From August 2022 to January 2023, a total of 40 patients who were recruited into the REAL Hip Cohort responded to the PSQI survey. The average age was 77.4 years and 36 were female. Sleep quality worsened from 0.75 ± 1.0 before surgery to 1.4 ± 1.0 three months after surgery (p = 0.019), and sleep efficiency also worsened from 0.4 ± 0.6 to 1.4 ± 1.0 (p < 0.001). The PSQI increased from an average of 5.2 ± 2.8 before surgery to 8.2 ± 4.2 three months after surgery (p = 0.007), and the number of patients who could be diagnosed with sleep disorders also increased from 12 (40%) to 24 (60%) (p = 0.030). Conclusions: A decline in overall sleep status was observed in patients in a survey on sleep patterns three months after hip fracture. Additional management is needed to improve their sleep patterns.


Subject(s)
Hip Fractures , Sleep Wake Disorders , Humans , Female , Aged , Male , Sleep Quality , Quality of Life , Artificial Intelligence , Hip Fractures/complications , Hip Fractures/epidemiology , Hip Fractures/surgery , Sleep , Sleep Wake Disorders/epidemiology , Sleep Wake Disorders/etiology
6.
Thorax ; 77(8): 769-780, 2022 08.
Article in English | MEDLINE | ID: mdl-34853159

ABSTRACT

BACKGROUND: Tumour-unrelated, virus-specific bystander CD8+ T cells were recently shown to be abundant among tumour-infiltrating lymphocytes (TILs). However, their roles in tumour immunity have not been elucidated yet. METHODS: We studied the characteristics of bystander CD8+ TILs from non-small cell lung cancer (NSCLC) tissues (N=66) and their activation by interleukin (IL)-15 to repurpose them for tumour immunotherapy. RESULTS: We show that bystander CD8+ TILs specific to various viruses are present in human NSCLC tissues. We stimulated CD8+ TILs ex vivo using IL-15 without cognate antigens and found that IL-15 treatment upregulated NKG2D expression on CD8+ TILs, resulting in NKG2D-dependent production of interferon (IFN)-γ (p=0.0006). Finally, we tested whether IL-15 treatment can control tumour growth in a murine NSCLC model with or without a history of murine cytomegalovirus (MCMV) infection. IL-15 treatment reduced the number of tumour nodules in the lung only in mice with MCMV infection (p=0.0037). We confirmed that MCMV-specific bystander CD8+ TILs produced interferon (IFN)-γ after IL-15 treatment, and that IL-15 treatment in MCMV-infected mice upregulated tumour necrosis factor-α and IFN-γ responsive genes in tumour microenvironment. CONCLUSION: Thus, the study demonstrates that bystander CD8+ TILs can be repurposed by IL-15 for tumour immunotherapy.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Animals , CD8-Positive T-Lymphocytes/metabolism , CD8-Positive T-Lymphocytes/pathology , Carcinoma, Non-Small-Cell Lung/pathology , Humans , Interferon-gamma/metabolism , Interleukin-15/metabolism , Interleukin-15/pharmacology , Lung Neoplasms/pathology , Mice , NK Cell Lectin-Like Receptor Subfamily K/metabolism , Tumor Microenvironment
7.
Mod Pathol ; 35(2): 202-209, 2022 02.
Article in English | MEDLINE | ID: mdl-34290355

ABSTRACT

Invasive mucinous adenocarcinoma (IMA) of the lung frequently presents with diffuse pneumonic-type features or multifocal lesions, which are regarded as a pattern of intrapulmonary metastases. However, the genomics of multifocal IMAs have not been well studied. We performed whole exome sequencing on samples taken from 2 to 5 regions in seven patients with synchronous multifocal IMAs of the lung (24 regions total). Early initiating driver events, such as KRAS, NKX2-1, TP53, or ARID1A mutations, are clonal mutations and were present in all multifocal IMAs in each patient. The tumor mutational burden of multifocal IMAs was low (mean: 1.13/mega base), but further analyses suggested intra-tumor heterogeneity. The mutational signature analysis found that IMAs were predominantly associated with endogenous mutational process (signature 1), APOBEC activity (signatures 2 and 13), and defective DNA mismatch repair (signature 6), but not related to smoking signature. IMAs synchronously located in the bilateral lower lobes of two patients with background usual interstitial pneumonia had different mutation types, suggesting that they were double primaries. In conclusion, genomic evidence found in this study indicated the clonal intrapulmonary spread of diffuse pneumonic-type or multifocal IMAs, although they can occur in multicentric origins in the background of usual interstitial pneumonia. IMAs exhibited a heterogeneous genomic landscape despite the low somatic mutation burden. Further studies are warranted to determine the clinical significance of the genomic characteristics of IMAs in expanded cohorts.


Subject(s)
Adenocarcinoma of Lung , Adenocarcinoma, Mucinous , Lung Neoplasms , Adenocarcinoma, Mucinous/genetics , Adenocarcinoma, Mucinous/pathology , Genomics , Humans , Lung/pathology , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Mutation
8.
J Korean Med Sci ; 37(22): e177, 2022 Jun 06.
Article in English | MEDLINE | ID: mdl-35668687

ABSTRACT

BACKGROUND: In lung transplantation, human leukocyte antigen (HLA) compatibility is not included in the lung allocation score system or considered when placing donor allografts. However, HLA matching may affect the outcomes of lung transplantation. This study evaluated the current assessment status, prevalence, and effects of HLA crossmatching in lung transplantation in Korean patients using nationwide multicenter registry data. METHODS: Two hundred and twenty patients who received lung transplantation at six tertiary hospitals in South Korea between March 2015 and December 2019 were retrospectively reviewed. Clinical data, including general demographic characteristics, primary diagnosis, and pretransplant status of the recipients and donors registered by the Korean Organ Transplant Registry, were retrospectively analyzed. Survival analysis was performed using the Kaplan-Meier method with log-rank tests. RESULTS: Complement-dependent cytotoxic crossmatch (CDC-XM) was performed in 208 patients (94.5%) and flow cytometric crossmatch (flow-XM) was performed in 125 patients (56.8%). Among them, nine patients (4.1%) showed T cell- and/or B cell-positive crossmatches. The incidences of postoperative complications, including primary graft dysfunction, acute rejection, and chronic allograft dysfunction in positively crossmatched patients, were not significant compared with those in patients without mismatches. Moreover, Kaplan-Meier analyses showed poorer 1-year survival in patients with positive crossmatch according to CDC-XM (P < 0.001) and T lymphocyte XM (P = 0.002) than in patients without mismatches. CONCLUSION: Positive CDC and T lymphocyte crossmatching results should be considered in the allocation of donor lungs. If unavailable, the result should be considered for postoperative management in lung transplantation.


Subject(s)
Kidney Transplantation , Lung Transplantation , Graft Rejection/diagnosis , Graft Survival , HLA Antigens , Histocompatibility Testing/methods , Humans , Isoantibodies , Retrospective Studies
9.
J Korean Med Sci ; 37(41): e294, 2022 Oct 24.
Article in English | MEDLINE | ID: mdl-36281485

ABSTRACT

BACKGROUND: The demand for lung transplants continues to increase in Korea, and donor shortages and waitlist mortality are critical issues. This study aimed to evaluate the factors that affect waitlist outcomes from the time of registration for lung transplantation in Korea. METHODS: Data were obtained from the Korean Network for Organ Sharing for lung-only registrations between September 7, 2009, and December 31, 2020. Post-registration outcomes were evaluated according to the lung disease category, blood group, and age. RESULTS: Among the 1,671 registered patients, 49.1% had idiopathic pulmonary fibrosis (group C), 37.0% had acute respiratory distress syndrome and other interstitial lung diseases (group D), 7.2% had chronic obstructive pulmonary disease (group A), and 6.6% had primary pulmonary hypertension (group B). Approximately half of the patients (46.1%) were transplanted within 1 year of registration, while 31.8% died without receiving a lung transplant within 1 year of registration. Data from 1,611 patients were used to analyze 1-year post-registration outcomes, which were classified as transplanted (46.1%, n = 743), still awaiting (21.1%, n = 340), removed (0.9%, n = 15), and death on waitlist (31.8%, n = 513). No significant difference was found in the transplantation rate according to the year of registration. However, significant differences occurred between the waitlist mortality rates (P = 0.008) and the still awaiting rates (P = 0.009). The chance of transplantation after listing varies depending on the disease category, blood type, age, and urgency status. Waitlist mortality within 1 year was significantly associated with non-group A disease (hazard ratio [HR], 2.76, P < 0.001), age ≥ 65 years (HR, 1.48, P < 0.001), and status 0 at registration (HR, 2.10, P < 0.001). CONCLUSION: Waitlist mortality is still higher in Korea than in other countries. Future revisions to the lung allocation system should take into consideration the high waitlist mortality and donor shortages.


Subject(s)
Blood Group Antigens , Lung Transplantation , Humans , Aged , Data Analysis , Waiting Lists , Tissue Donors , Retrospective Studies
10.
Respir Res ; 22(1): 306, 2021 Nov 28.
Article in English | MEDLINE | ID: mdl-34839821

ABSTRACT

BACKGROUND: As lung transplantation (LTx) is becoming a standard treatment for end-stage lung disease, the use of bridging with extracorporeal membrane oxygenation (ECMO) is increasing. We examined the clinical impact of being awake during ECMO as bridging therapy in patients awaiting LTx. METHODS: In this single-center study, we retrospectively reviewed 241 consecutive LTx patients between October 2012 and March 2019; 64 patients received ECMO support while awaiting LTx. We divided into awake and non-awake groups and compared. RESULTS: Twenty-five patients (39.1%) were awake, and 39 (61.0%) were non-awake. The median age of awake patients was 59.0 (interquartile range, 52.5-63.0) years, and 80% of the group was men. The awake group had better post-operative outcomes than the non-awake group: statistically shorter post-operative intensive care unit length of stay [awake vs. non-awake, 6 (4-8.5) vs. 18 (11-36), p < 0.001], longer ventilator free days [awake vs. non-awake, 24 (17-26) vs. 0 (0-15), p < 0.001], and higher gait ability after LTx (awake vs. non-awake, 92% vs. 59%, p = 0.004), leading to higher 6-month and 1-year lung function (forced expiratory volume in 1 s: awake vs. non-awake, 6-month, 77.5% vs. 61%, p = 0.004, 1-year, 75% vs. 57%, p = 0.013). Furthermore, the awake group had significantly lower 6-month and 1-year mortality rates than the non-awake group (6-month 12% vs. 38.5%, p = 0.022, 1-year 24% vs. 53.8%, p = 0.018). CONCLUSIONS: In patients with end-stage lung disease, considering the long-term and short-term impacts, the awake ECMO strategy could be useful compared with the non-awake ECMO strategy.


Subject(s)
Extracorporeal Membrane Oxygenation/methods , Lung Diseases/therapy , Lung Transplantation , Lung/physiopathology , Preoperative Care/methods , Wakefulness/physiology , Female , Follow-Up Studies , Humans , Lung Diseases/physiopathology , Male , Middle Aged , Prognosis , Respiratory Function Tests , Retrospective Studies , Time Factors
11.
Respir Res ; 21(1): 20, 2020 Jan 13.
Article in English | MEDLINE | ID: mdl-31931798

ABSTRACT

BACKGROUND: The use of extracorporeal membrane oxygenation (ECMO) as a bridge to lung transplantation has greatly increased. However, data regarding the clinical outcomes of this approach are lacking. The objective of this multicenter prospective observational cohort study was to evaluate lung transplantation outcomes in Korean Organ Transplantation Registry (KOTRY) patients for whom ECMO was used as a bridge to transplantation. METHODS: Between March 2015 and December 2017, a total of 112 patients received lung transplantation and were registered in the KOTRY, which is a prospective, multicenter cohort registry. The entire cohort was divided into two groups: the control group (n = 85, 75.9%) and bridge-ECMO group (n = 27, 24.1%). RESULTS: There were no significant differences in pre-transplant and intraoperative characteristics except for poorer oxygenation, more ventilator use, and longer operation time in the bridge-ECMO group. The prevalence of primary graft dysfunction at 0, 24, 48, and 72 h after transplantation did not differ between the two groups. Although postoperative hospital stays were longer in the bridge-ECMO group than in the control group, hospital mortality did not differ between the two groups (25.9% vs. 13.3%, P = 0.212). The majority of patients (70.4% of the bridge-ECMO group and 77.6% of the control group) were discharged directly to their homes. Finally, the use of ECMO as a bridge to lung transplantation did not significantly affect overall survival and graft function. CONCLUSIONS: Short- and long-term post-transplant outcomes of bridge-ECMO patients were comparable to recipients who did not receive ECMO.


Subject(s)
Data Analysis , Extracorporeal Membrane Oxygenation/methods , Lung Transplantation/methods , Registries , Cohort Studies , Extracorporeal Membrane Oxygenation/trends , Female , Follow-Up Studies , Humans , Lung Transplantation/trends , Male , Middle Aged , Prospective Studies , Republic of Korea/epidemiology , Treatment Outcome
12.
Lung ; 198(5): 829-838, 2020 10.
Article in English | MEDLINE | ID: mdl-32696252

ABSTRACT

PURPOSE: We examined risk factors that may have contributed to Cytomegalovirus (CMV) reactivation among patients who underwent lung transplantation (LTx). METHODS: We reviewed medical records of patients who underwent LTx at a tertiary healthcare hospital in South Korea between January 2013 and May 2017. We excluded patients who died within the first year after LTx and those lost to follow-up. CMV reactivation was defined as the detection of CMV titers above 3000 copies/ml regardless of specific symptoms after prophylaxis cessation. RESULTS: Of 89 patients included, 39 (43.8%) developed CMV reactivation. Of those 39 patients, 16 (41.0%) experienced additional CMV reactivation. Multivariate analysis identified lymphocyte counts below 1.0 × 103/µl (hazard ratio [HR] 49.33, p < 0.001) and use of steroids at more than twice the standard dose (HR 8.07, p < 0.001) as risk factors for CMV reactivation. The multivariate model also identified chronic kidney disease (CKD; HR 5.19, p = 0.016) and pneumonia (HR 17.22, p = 0.013) as risk factors for repetitive CMV reactivation. CONCLUSION: This study suggests that lymphopenia and high doses of steroids may be important risk factors for CMV reactivation in LTx patients. Our results also suggest that repetitive CMV reactivation may be associated with CKD and pneumonia.


Subject(s)
Cytomegalovirus Infections , Cytomegalovirus , Latent Infection , Lung Transplantation/adverse effects , Lymphopenia , Postoperative Complications , Steroids/therapeutic use , Adult , Cytomegalovirus/isolation & purification , Cytomegalovirus/physiology , Cytomegalovirus Infections/diagnosis , Cytomegalovirus Infections/immunology , Female , Humans , Latent Infection/diagnosis , Latent Infection/etiology , Latent Infection/immunology , Lung Transplantation/methods , Lymphocyte Count/methods , Lymphocyte Count/statistics & numerical data , Lymphopenia/diagnosis , Lymphopenia/epidemiology , Male , Pneumonia/epidemiology , Postoperative Complications/diagnosis , Postoperative Complications/epidemiology , Postoperative Complications/virology , Renal Insufficiency, Chronic/epidemiology , Republic of Korea/epidemiology , Risk Assessment/methods , Risk Factors , Transplant Recipients/statistics & numerical data
13.
Sensors (Basel) ; 20(13)2020 Jun 28.
Article in English | MEDLINE | ID: mdl-32605288

ABSTRACT

The single shot multi-box detector (SSD) exhibits low accuracy in small-object detection; this is because it does not consider the scale contextual information between its layers, and the shallow layers lack adequate semantic information. To improve the accuracy of the original SSD, this paper proposes a new single shot multi-box detector using trident feature and squeeze and extraction feature fusion (SSD-TSEFFM); this detector employs the trident network and the squeeze and excitation feature fusion module. Furthermore, a trident feature module (TFM) is developed, inspired by the trident network, to consider the scale contextual information. The use of this module makes the proposed model robust to scale changes owing to the application of dilated convolution. Further, the squeeze and excitation block feature fusion module (SEFFM) is used to provide more semantic information to the model. The SSD-TSEFFM is compared with the faster regions with convolution neural network features (RCNN) (2015), SSD (2016), and DF-SSD (2020) on the PASCAL VOC 2007 and 2012 datasets. The experimental results demonstrate the high accuracy of the proposed model in small-object detection, in addition to a good overall accuracy. The SSD-TSEFFM achieved 80.4% mAP and 80.2% mAP on the 2007 and 2012 datasets, respectively. This indicates an average improvement of approximately 2% over other models.

14.
Sensors (Basel) ; 19(23)2019 Nov 30.
Article in English | MEDLINE | ID: mdl-31801212

ABSTRACT

Extending the lifetime and stability of wireless sensor networks (WSNs) through efficient energy consumption remains challenging. Though clustering has improved energy efficiency through cluster-head selection, its application is still complicated. In existing cluster-head selection methods, the locations where cluster-heads are desirable are first searched. Next, the nodes closest to these locations are selected as the cluster-heads. This location-based approach causes problems such as increased computation, poor selection accuracy, and the selection of duplicate nodes. To solve these problems, we propose the sampling-based spider monkey optimization (SMO) method. If the sampling population consists of nodes to select cluster-heads, the cluster-heads are selected among the nodes. Thus, the problems caused by different locations of nodes and cluster-heads are resolved. Consequently, we improve lifetime and stability of WSNs through sampling-based spider monkey optimization and energy-efficient cluster head selection (SSMOECHS). This study describes how the sampling method is used in basic SMO and how to select cluster-heads using sampling-based SMO. The experimental results are compared to similar protocols, namely low-energy adaptive clustering hierarchy centralized (LEACH-C), particle swarm optimization clustering protocol (PSO-C), and SMO based threshold-sensitive energy-efficient delay-aware routing protocol (SMOTECP), and the results are shown in both homogeneous and heterogeneous setups. In these setups, SSMOECHS improves network lifetime and stability periods by averages of 13.4%, 7.1%, 34.6%, and 1.8%, respectively.


Subject(s)
Wireless Technology , Algorithms , Animals , Atelinae , Computer Communication Networks , Computer Simulation , Humans
15.
Sensors (Basel) ; 19(24)2019 Dec 04.
Article in English | MEDLINE | ID: mdl-31817213

ABSTRACT

Facial landmark detection has gained enormous interest for face-related applications due to its success in facial analysis tasks such as facial recognition, cartoon generation, face tracking and facial expression analysis. Many studies have been proposed and implemented to deal with the challenging problems of localizing facial landmarks from given images, including large appearance variations and partial occlusion. Studies have differed in the way they use the facial appearances and shape information of input images. In our work, we consider facial information within both global and local contexts. We aim to obtain local pixel-level accuracy for local-context information in the first stage and integrate this with knowledge of spatial relationships between each key point in a whole image for global-context information in the second stage. Thus, the pipeline of our architecture consists of two main components: (1) a deep network for local-context subnet that generates detection heatmaps via fully convolutional DenseNets with additional kernel convolution filters and (2) a dilated skip convolution subnet-a combination of dilated convolutions and skip-connections networks-that are in charge of robustly refining the local appearance heatmaps. Through this proposed architecture, we demonstrate that our approach achieves state-of-the-art performance on challenging datasets-including LFPW, HELEN, 300W and AFLW2000-3D-by leveraging fully convolutional DenseNets, skip-connections and dilated convolution architecture without further post-processing.


Subject(s)
Facial Recognition , Neural Networks, Computer , Algorithms , Databases, Factual , Humans
17.
J Surg Oncol ; 117(5): 985-993, 2018 Apr.
Article in English | MEDLINE | ID: mdl-29409112

ABSTRACT

BACKGROUND: For diabetic patients with lung cancer, blood glucose levels and medications such as metformin and statins may influence survival. OBJECTIVES: This study aimed to determine prognostic survival factors for diabetic patients with resected non-small cell lung cancer. PATIENTS AND METHODS: Between January 2005 and December 2013, 301 patients with type 2 diabetes mellitus who underwent curative resection for non-small cell lung cancer were identified and reviewed retrospectively. RESULTS: The median follow-up period was 48 months. In multivariate analysis for lung cancer-specific survival, older age, forced expiratory volume in 1 s (FEV1) <80% predicted, and advanced pathologic stage were significant negative prognostic factors; statin use was a positive prognostic factor (hazard ratio (HR), 0.468). In multivariate analysis for overall survival, male sex, older age, comorbidity index, and advanced pathologic stage were significant negative prognostic factors and proper glycemic control (HR, 0.621) and statin use (HR, 0.585) were positive prognostic factors. CONCLUSIONS: Proper glycemic control (glycated hemoglobin A1c <7%) is recommended for diabetic patients undergoing lung cancer operations. Further studies are required to elucidate associations between type 2 diabetes mellitus and antineoplastic effects of statins and to evaluate statins as a novel adjuvant treatment for lung cancer.


Subject(s)
Adenocarcinoma/pathology , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Squamous Cell/pathology , Diabetes Mellitus, Type 2/complications , Lung Neoplasms/pathology , Adenocarcinoma/etiology , Adenocarcinoma/surgery , Aged , Carcinoma, Non-Small-Cell Lung/etiology , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Squamous Cell/etiology , Carcinoma, Squamous Cell/surgery , Female , Follow-Up Studies , Humans , Lung Neoplasms/etiology , Lung Neoplasms/surgery , Male , Prognosis , Retrospective Studies , Survival Rate
18.
Anesth Analg ; 126(4): 1353-1361, 2018 04.
Article in English | MEDLINE | ID: mdl-29324496

ABSTRACT

BACKGROUND: The optimal regional technique for analgesia and improved quality of recovery after video-assisted thoracic surgery (a procedure associated with considerable postoperative pain) has not been established. The main objective in this study was to compare quality of recovery in patients undergoing serratus plane block (SPB) with either ropivacaine or normal saline on the first postoperative day. Secondary outcomes were analgesic outcomes, including postoperative pain intensity and opioid consumption. METHODS: Ninety patients undergoing video-assisted thoracic surgery were randomized to receive ultrasound-guided SPB with 0.4 mL/kg of either 0.375% ropivacaine (SPB group) or normal saline (control group) after anesthetic induction. The primary outcome was the 40-item Quality of Recovery (QoR-40) score at 24 hours after surgery. The QoR-40 questionnaire was completed by patients the day before surgery and on postoperative days 1 and 2. Pain scores, opioid consumption, and adverse events were assessed for 2 days postoperatively. RESULTS: Eighty-five patients completed the study: 42 in the SPB group and 43 in the control group. The global QoR-40 scores on both postoperative days 1 and 2 were significantly higher in the SPB group than in the control group (estimated mean difference 8.5, 97.5% confidence interval [CI], 2.1-15.0, and P = .003; 8.5, 97.5% CI, 2.0-15.1, and P = .004, respectively). The overall mean difference between the SPB and control groups was 8.5 (95% CI, 3.3-13.8; P = .002). Pain scores at rest and opioid consumption were significantly lower up to 6 hours after surgery in the SPB group than in the control group. Cumulative opioid consumption was significantly lower up to 24 hours postoperatively in the SPB group. CONCLUSIONS: Single-injection SPB with ropivacaine enhanced the quality of recovery for 2 days postoperatively and improved postoperative analgesia during the early postoperative period in patients undergoing video-assisted thoracic surgery.


Subject(s)
Anesthetics, Local/administration & dosage , Intermediate Back Muscles/innervation , Nerve Block/methods , Pain, Postoperative/prevention & control , Ropivacaine/administration & dosage , Thoracic Surgery, Video-Assisted , Ultrasonography, Interventional , Adult , Aged , Analgesics, Opioid/administration & dosage , Anesthetics, Local/adverse effects , Female , Humans , Male , Middle Aged , Nerve Block/adverse effects , Pain Measurement , Pain, Postoperative/diagnosis , Pain, Postoperative/etiology , Recovery of Function , Republic of Korea , Ropivacaine/adverse effects , Thoracic Surgery, Video-Assisted/adverse effects , Time Factors , Treatment Outcome , Young Adult
19.
BMC Pulm Med ; 18(1): 45, 2018 Mar 12.
Article in English | MEDLINE | ID: mdl-29529999

ABSTRACT

BACKGROUND: Previous studies have suggested that antibodies against human leukocyte antigen (HLA) are associated with worse outcomes in lung transplantation. However, little is known about the factors associated with outcomes following lung transplantation in Asia. Accordingly, we investigated the prevalence of anti-HLA antibodies in recipients before transplantation and assessed their impact on outcomes in Korea. METHODS: A single-center retrospective study was conducted. The study included 76 patients who received a lung transplant at a tertiary hospital in South Korea between January 2010 and March 2015. RESULTS: Nine patients (11.8%) had class I and/or class II panel-reactive antibodies greater than 50%. Twelve patients (15.8%) had anti-HLA antibodies with a low mean fluorescence intensity (MFI, 1000-3000), 7 (9.2%) with a moderate MFI (3000-5000), and 12 (15.8%) with a high MFI (> 5000). Ten patients (13.2%) had suspected donor-specific antibodies (DSA), and 60% (6/10) of these patients had antibodies with a high MFI. In an analysis of outcomes, high-grade (≥2) primary graft dysfunction (PGD) was more frequent in patients with anti-HLA antibodies with moderate-to-high MFI values than in patients with low MFI values (39.4% vs. 14.0%, p = 0.011). Of 20 patients who survived longer than 2 years and evaluated for pBOS after transplant, potential bronchiolitis obliterans syndrome (pBOS) or BOS was more frequent in patients with anti-HLA antibodies with moderate-to-high MFI than in patients with low MFI, although this difference was not statistically significant (50.0% vs. 14.3%, p = 0.131). CONCLUSIONS: The prevalence of anti-HLA antibodies with high MFI was not high in Korea. However, the MFI was relatively high in patients with DSA. Anti-HLA antibodies with moderate-to-high MFI values were related to high-grade PGD. Therefore, recipients with high MFI before lung transplantation should be considered for desensitization and close monitoring.


Subject(s)
Graft Rejection/immunology , HLA Antigens/blood , Isoantibodies/blood , Lung Transplantation/mortality , Adolescent , Adult , Aged , Biomarkers/blood , Bronchiolitis Obliterans/epidemiology , Female , Graft Rejection/mortality , Graft Survival/immunology , Humans , Male , Middle Aged , Prevalence , Republic of Korea/epidemiology , Retrospective Studies , Risk Factors , Severity of Illness Index , Tissue Donors , Young Adult
20.
Ann Surg Oncol ; 23(3): 928-35, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26514121

ABSTRACT

BACKGROUND: The survival benefit of adjuvant chemotherapy after colorectal cancer (CRC) lung metastasectomy is uncertain. METHODS: We enrolled 221 CRC patients who underwent pulmonary metastasectomy between October 2002 and July 2013, including those with previous liver metastasis that had been curatively resected. Disease-free survival (DFS) and overall survival (OS) were calculated from the day of lung metastasectomy. RESULTS: Among all patients, 176 (79.6%) received adjuvant chemotherapy after lung metastasectomy. Median follow-up was 34.7 months from the time of lung metastasectomy [95% confidence interval (95% CI), 7.4-90.9 months]. Patients treated with adjuvant chemotherapy had longer DFS compared with surgery alone (median 32.7 vs 11.2 months respectively, P = 0.076). Multivariate analysis revealed previous liver metastasis, preoperative carcinoembryonic antigen ≥5 ng/mL, disease-free interval <24 months, and surgery without adjuvant chemotherapy as independent risk factors for recurrence. Low-risk patients who had 0-1 risk factors received a significant survival benefit from adjuvant chemotherapy [hazard ratio (HR) 0.54; 95% CI 0.32-0.91, P = 0.020]; however, high-risk patients with ≥2 risk factors did not (HR 1.02; 95% CI 0.48-2.14, P = 0.964). Patients treated with adjuvant chemotherapy showed no OS benefit compared with patients who received surgery alone (median 89.6 vs 86.8 months respectively, P = 0.833). CONCLUSIONS: CRC patients received lung metastasectomy could have a DFS benefit from adjuvant chemotherapy, especially in low-risk patients. Larger, prospective studies are needed to evaluate the role of adjuvant chemotherapy after CRC lung metastasectomy.


Subject(s)
Adenocarcinoma/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colorectal Neoplasms/drug therapy , Lung Neoplasms/drug therapy , Metastasectomy , Neoplasm Recurrence, Local/drug therapy , Adenocarcinoma/secondary , Adenocarcinoma/surgery , Adult , Aged , Aged, 80 and over , Chemotherapy, Adjuvant , Colorectal Neoplasms/pathology , Colorectal Neoplasms/surgery , Combined Modality Therapy , Female , Follow-Up Studies , Humans , Lung Neoplasms/secondary , Lung Neoplasms/surgery , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/surgery , Neoplasm Staging , Pneumonectomy , Prognosis , Survival Rate
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