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A Novel Meta-Heuristic Optimization Algorithm in White Blood Cells Classification
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作者 Khaled A.Fathy Humam K.Yaseen +1 位作者 Mohammad T.Abou-Kreisha Kamal A.ElDahshan 《Computers, Materials & Continua》 SCIE EI 2023年第4期1527-1545,共19页
Some human diseases are recognized through of each type of White Blood Cell(WBC)count,so detecting and classifying each type is important for human healthcare.The main aim of this paper is to propose a computer-aided ... Some human diseases are recognized through of each type of White Blood Cell(WBC)count,so detecting and classifying each type is important for human healthcare.The main aim of this paper is to propose a computer-aided WBCs utility analysis tool designed,developed,and evaluated to classify WBCs into five types namely neutrophils,eosinophils,lymphocytes,monocytes,and basophils.Using a computer-artificial model reduces resource and time consumption.Various pre-trained deep learning models have been used to extract features,including AlexNet,Visual Geometry Group(VGG),Residual Network(ResNet),which belong to different taxonomy types of deep learning architectures.Also,Binary Border Collie Optimization(BBCO)is introduced as an updated version of Border Collie Optimization(BCO)for feature reduction based on maximizing classification accuracy.The proposed computer aid diagnosis tool merges transfer deep learning ResNet101,BBCO feature reduction,and Support Vector Machine(SVM)classifier to forma hybridmodelResNet101-BBCO-SVM an accurate and fast model for classifying WBCs.As a result,the ResNet101-BBCO-SVM scores the best accuracy at 99.21%,compared to recent studies in the benchmark.The model showed that the addition of the BBCO algorithm increased the detection accuracy,and at the same time,decreased the classification time consumption.The effectiveness of the ResNet101-BBCO-SVM model has been demonstrated and beaten in reasonable ratios in recent literary studies and end-to-end transfer learning of pre-trained models. 展开更多
关键词 white blood cells deep learning machine learning data mining OPTIMIZATION border collie optimization
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Automated Artificial Intelligence Empowered White Blood Cells Classification Model
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作者 Mohammad Yamin Abdullah M.Basahel +3 位作者 Mona Abusurrah Sulafah M Basahel Sachi Nandan Mohanty E.Laxmi Lydia 《Computers, Materials & Continua》 SCIE EI 2023年第4期409-425,共17页
White blood cells (WBC) or leukocytes are a vital component ofthe blood which forms the immune system, which is accountable to fightforeign elements. The WBC images can be exposed to different data analysisapproaches ... White blood cells (WBC) or leukocytes are a vital component ofthe blood which forms the immune system, which is accountable to fightforeign elements. The WBC images can be exposed to different data analysisapproaches which categorize different kinds of WBC. Conventionally, laboratorytests are carried out to determine the kind of WBC which is erroneousand time consuming. Recently, deep learning (DL) models can be employedfor automated investigation of WBC images in short duration. Therefore,this paper introduces an Aquila Optimizer with Transfer Learning basedAutomated White Blood Cells Classification (AOTL-WBCC) technique. Thepresented AOTL-WBCC model executes data normalization and data augmentationprocess (rotation and zooming) at the initial stage. In addition,the residual network (ResNet) approach was used for feature extraction inwhich the initial hyperparameter values of the ResNet model are tuned by theuse of AO algorithm. Finally, Bayesian neural network (BNN) classificationtechnique has been implied for the identification of WBC images into distinctclasses. The experimental validation of the AOTL-WBCC methodology isperformed with the help of Kaggle dataset. The experimental results foundthat the AOTL-WBCC model has outperformed other techniques which arebased on image processing and manual feature engineering approaches underdifferent dimensions. 展开更多
关键词 white blood cells cell engineering computational intelligence image classification transfer learning
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White Blood Cells Detection Using Spectral Tresholding 被引量:1
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作者 Kamara Ndèye Lama Boye Mouhamadou Moustapha Traore Ali 《Journal of Signal and Information Processing》 2023年第1期1-8,共8页
The study of the morphology of White Blood Cells (WBCs) further contributes to the clinical diagnosis of blood diseases. In this research paper, we come up with an image segmentation enhancement by combining Fourier F... The study of the morphology of White Blood Cells (WBCs) further contributes to the clinical diagnosis of blood diseases. In this research paper, we come up with an image segmentation enhancement by combining Fourier Fast Transform on smear blood capture and classical thresholding. The Fast Fourier Transform (FFT) is a very powerful tool in image processing and it was used to segment and extract the WBCs. Our image processing method uses a Fast Fourier Transform combined with filtering and an Inverse Fast Fourier Transform for the extraction and visualization of the high frequency region of the image. In order to remove residual Red Blood Cells acting as noise in the expected result, a final thresholding step is added at the end of the processing. The results presented in this article report the tests performed using our mathematical implementation. Moreover, we were able to detect and differentiate the sub-families of WBCs. 展开更多
关键词 SEGMENTATION Fourier Transform white blood Cell
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The Influence of Apple-or Red-Grape Pomace Enriched Piglet Diet on Blood Parameters,Bacterial Colonisation,and Marker Gene Expression in Piglet White Blood Cells
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作者 Julia Sehm Dieter Treutter +2 位作者 Hermann Lindermayer Heinrich H.D.Meyer Michael W.Pfaffl 《Food and Nutrition Sciences》 2011年第4期366-376,共11页
Proanthocyanidins and flavanoids, both subfamilies of the polyphenols, are highly concentrated in different fruits and berries as well as in fruit pomace. They have shown to exhibit anti-cancer, anti-microbial, anti-o... Proanthocyanidins and flavanoids, both subfamilies of the polyphenols, are highly concentrated in different fruits and berries as well as in fruit pomace. They have shown to exhibit anti-cancer, anti-microbial, anti-oxidative, and im- mune-modulatory effects in vertebrates. Herein the effect of additional apple pomace or red-grape pomace in conven- tional piglet starter feeds were investigated in 36 young growing piglets. Immunological marker gene expression was quantified by quantitative real-time RT-PCR in white blood cells, and intestinal bacterial flora was investigated from weaning to three weeks post weaning. Polyphenol content in red-grape pomace, gut content and tissues were analyzed with HPLC. Flavan-3-ols (epicatechin and catechin) and proanthocyanidins (B1, B2 and C1) were identified in the gas- tro-intestinal tract content, whereas only traces could be detected in various piglet organs. The blood parameters, he- moglobin and hematocrit, were affected and down-regulated in all groups over testing period. In both pomace treated groups more thrombocytes were present compared to the standard feeding group. It turns out, that the pomace diets had greatest impact on the bacterial content in the colon. Results demonstrate that feeding apple pomace and red- grape pomace tended to increase the number of total colonic bacteria. Steptococci/Enterococci increased in the red- grape pomace. C. perfringens was not detectable at the second time point. The number of lactobacilli increased in both applied diets. The number of Clostridium perfringens decreased with the age of the piglets. Trends of mRNA expression changes were found in white blood cell (WBC) between different feeding regimens, since the expression variability in the groups was very high. Between the different time points there were significant differences within the apple pomace group, where TNF? (p = 0.033), NF?B (p = 0.024) and Caspase 3 (p = 0.019) mRNA expression increased signifi- cantly during treatment. We conclude that both polyphenol rich feedings have the potential to positively influence the intestinal flora, blood parameters, and WBC mRNA gene expression pattern of immunological marker genes. 展开更多
关键词 Apple Pomace Red-Grape Pomace white blood cells mRNA Gene Expression blood Parameters Bacterial Colonization
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Automated White Blood Cell Disease Recognition Using Lightweight Deep Learning 被引量:1
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作者 Abdullah Alqahtani Shtwai Alsubai +3 位作者 Mohemmed Sha Muhammad Attique Khan Majed Alhaisoni Syed Rameez Naqvi 《Computer Systems Science & Engineering》 SCIE EI 2023年第7期107-123,共17页
White blood cells(WBC)are immune system cells,which is why they are also known as immune cells.They protect the human body from a variety of dangerous diseases and outside invaders.The majority of WBCs come from red b... White blood cells(WBC)are immune system cells,which is why they are also known as immune cells.They protect the human body from a variety of dangerous diseases and outside invaders.The majority of WBCs come from red bone marrow,although some come from other important organs in the body.Because manual diagnosis of blood disorders is difficult,it is necessary to design a computerized technique.Researchers have introduced various automated strategies in recent years,but they still face several obstacles,such as imbalanced datasets,incorrect feature selection,and incorrect deep model selection.We proposed an automated deep learning approach for classifying white blood disorders in this paper.The data augmentation approach is initially used to increase the size of a dataset.Then,a Darknet-53 pre-trained deep learning model is used and finetuned according to the nature of the chosen dataset.On the fine-tuned model,transfer learning is used,and features engineering is done on the global average pooling layer.The retrieved characteristics are subsequently improved with a specified number of iterations using a hybrid reformed binary grey wolf optimization technique.Following that,machine learning classifiers are used to classify the selected best features for final classification.The experiment was carried out using a dataset of increased blood diseases imaging and resulted in an improved accuracy of over 99%. 展开更多
关键词 white blood cells augmentation deep features feature selection CLASSIFICATION
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Elevated White Blood Cell Count Is Associated with an Increased Risk of Insulin Resistance among Non-Diabetic Taxi-Motorbike Drivers Working in Cotonou, Benin
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作者 Patrice Hodonou Avogbe Ambaliou Sanni 《Journal of Biosciences and Medicines》 CAS 2022年第8期68-81,共14页
High white blood cell count (WBC) and insulin resistance (IR) are interrelated events that contribute to non-communicable diseases (NCDs), including type-2 diabetes (T2D). However, associations between IR and hematolo... High white blood cell count (WBC) and insulin resistance (IR) are interrelated events that contribute to non-communicable diseases (NCDs), including type-2 diabetes (T2D). However, associations between IR and hematological parameters have never been explored in populations of Benin. The aims of this study were to determine the prevalence of IR and associated hematological parameters in taxi-motorbike drivers (TMDs) working in Cotonou. A total of 133 participants were analyzed in this cross-sectional study. Complete blood count, including WBC and platelet, as well as fasting plasma glucose and insulin, were performed by standard procedures. IR was assessed using the Homeostatic Model Assessment for Insulin Resistance (HOMA-IR). Factors associated with IR, their odds ratios (ORs) and 95% confidence intervals (CIs) were determined by logistic regression analysis. The mean age of the study participants was 39.3 years. The HOMA-IR cut-off (75th percentile) for IR was 5.9. The overall prevalence of IR was 24.1%. IR increased with the increase of exposure duration and WBC levels. Logistic regression analysis revealed that the risk of IR increased significantly with higher total WBC, with adjusted ORs (95% CI) for the second and third tertiles of 3.56 (1.10 - 11.58) and 4.01 (1.21 - 13.31), respectively. Similar patterns of associations were observed in an analysis restricted to non-drinkers, although these estimates lacked statistical significance. BMI > 24.2 kg/m<sup>2</sup> was independently associated with an increased risk of IR (OR = 3.82, 95% CI: 1.33 - 11.03, P = 0.013). In conclusion, the prevalence of IR in TMDs was 24.1%. IR was significantly associated with elevated WBC count and BMI. WBC may serve as a biomarker to identify individuals at the greatest IR risk. 展开更多
关键词 Cotonou Insulin Resistance Taxi-Motorbike Drivers white blood cells
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Histogram-Based Decision Support System for Extraction and Classification of Leukemia in Blood Smear Images
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作者 Neenavath Veeraiah Youseef Alotaibi Ahmad FSubahi 《Computer Systems Science & Engineering》 SCIE EI 2023年第8期1879-1900,共22页
An abnormality that develops in white blood cells is called leukemia.The diagnosis of leukemia is made possible by microscopic investigation of the smear in the periphery.Prior training is necessary to complete the mo... An abnormality that develops in white blood cells is called leukemia.The diagnosis of leukemia is made possible by microscopic investigation of the smear in the periphery.Prior training is necessary to complete the morphological examination of the blood smear for leukemia diagnosis.This paper proposes a Histogram Threshold Segmentation Classifier(HTsC)for a decision support system.The proposed HTsC is evaluated based on the color and brightness variation in the dataset of blood smear images.Arithmetic operations are used to crop the nucleus based on automated approximation.White Blood Cell(WBC)segmentation is calculated using the active contour model to determine the contrast between image regions using the color transfer approach.Through entropy-adaptive mask generation,WBCs accurately detect the circularity region for identification of the nucleus.The proposed HTsC addressed the cytoplasm region based on variations in size and shape concerning addition and rotation operations.Variation in WBC imaging characteristics depends on the cytoplasmic and nuclear regions.The computation of the variation between image features in the cytoplasm and nuclei regions of the WBCs is used to classify blood smear images.The classification of the blood smear is performed with conventional machine-learning techniques integrated with the features of the deep-learning regression classifier.The designed HTsC classifier comprises the binary classifier with the classification of the lymphocytes,monocytes,neutrophils,eosinophils,and abnormalities in the WBCs.The proposed HTsC identifies the abnormal activity in the WBC,considering the color and shape features.It exhibits a higher classification accuracy value of 99.6%when combined with the other classifiers.The comparative analysis expressed that the proposed HTsC model exhibits an overall accuracy value of 98%,which is approximately 3%–12%higher than the conventional technique. 展开更多
关键词 white blood cells LEUKEMIA SEGMENTATION HISTOGRAM blood smear
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Monitoring the changes in plasm C-reactive protein,fibrinogen and blood white cell in patients with primary hypertension combined with acute cerebral infarction
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作者 Yuanfei Deng Juan Hang Yane Chen 《Neural Regeneration Research》 SCIE CAS CSCD 2006年第4期382-384,共3页
BACKGROUND: Inflammatory reaction and the increased level of its accompanying active protein play an important role in the occurrence and development of cerebral infarction. C-reactive protein, fibrinogen and white b... BACKGROUND: Inflammatory reaction and the increased level of its accompanying active protein play an important role in the occurrence and development of cerebral infarction. C-reactive protein, fibrinogen and white blood cell, as the monitoring index of inflammatory reaction, are very important in the occurrence and development of acute cerebral infarction. OBJECTIVE: To make a comparison between patients with primary hypertension accompanied with acute cerebral infarction and with simple primary hypertension by observing the changes in plasma C-reactive protein and fibrinogen levels as well as white blood cell and differential counts and analyzing their significances. DESIGN : Controlled observation SETTING : Ward Building for VIP, Shenzhen Hospital, Peking University. PARTICIPANTS: Totally 133 patients with primary hypertension were selected from Ward Building for VIP, Shenzhen Hospital, Peking University during September 2003 to September 2005, The diagnostic criteria were based on the hypertension diagnosis criteria formulated by the 7^th World Health Organization-International Society of Hypertension Guidelines (WHO-ISH) in 1998. The informed consents were obtained from all the participants. The involved patients were assigned into two groups: primary hypertension group, in which, there were 65 patients with primary hypertension ( degree 2), including 42 males and 23 females, with mean age of (61 ±14)years and mean blood pressure of (162.7±6.8)/(94.2±8.4) mm Hg (1 mm Hg =0.133 kPa), and primary hypertension combined with cerebral infarction group, in which, there were 68 patients with primary hypertension combined with cerebral infarction ( meeting the diagnostic criteria formulated in the 4^th National Cerebrovascular Diseases Meeting in 1995 and diagnosed by skull CT or MRI to exclude the patients with lacunar infarction), including 42 males and 26 females, with mean age of (56±15) years and mean blood pressure of (176.4±9.2)/(96.3±9.7) mm Hg. METHODS: Plasm C-reactive protein and fibrinogen levels, and white blood cell and differential counts of patients in the two groups were examined 24 hours after stroke. The above indexes were re-examined in the primary hypertension combined with cerebral infarction group 72 hours after stroke. White blood cell and differential counts were performed with laser method (East Asia FE-95001 RAM-1, Japan). The level of C-reactive protein was measured with turbidimetry (BNII Automatic Systems For Analysis, USA). The level of fibrinogen was measured with algorithm method when prothrombin time was normal and with Clauss method when prothrombin time was abnormal (ACL Automatic Coagulation Analyzer, USA). MAIN OUTCOME MEASURES: The plasm C-reactive protein and flbrinogen levels, and white blood cell and differential counts 24 hours after stroke in two groups and 72 hours after stroke in primary hypertension combined with cerebral infarction group. RESULTS: All the 133 involved patients participated in the result analysis. The plasm C-reactive protein and fibrinogen levels, and white blood cell and neutrophil counts in patients with primary hypertension were all within the normal range. The plasm C-reactive protein and fibrinogen levels, and white blood cell and neu- trophil counts in patients with primary hypertension combined with cerebral infarction were significantly higher than those in patients with primary hypertension 24 hours after stroke and 72 hours after stroke respectively[24 hours after stroke:(32.12±11.76) mg/L vs. (5.02±3.21 ) mg/L;(4.64±0.75) g/L vs. (3.12±0.49) g/L; (9.32±81)×10^9 L^- 1 vs. (5.78±1.32)×10^9L^- 1 (7.85±2.38)×10^9 L^- 1 vs.(3.49±1.28)×10^9 L^-1,t =7.094, 5.759,4.106,5.491, respectively,all P〈 0.01; 72 hours after stroke: (47.62±18.43) mg/L vs. (32.12±11.76) mg/L; (5.08±0.82) g/L vs. (4.64±0.75) g/L, t =2.864,2.220, respectively, both P 〈 0.05]. CONCLUSION: The increase in fibrinogen level and white blood cell count are the important index in monitoring primary hypertension combined with acute cerebral infarction. The increase in plasm C-reactive protein and fibrinogen levels 72 hours after stroke indicates that plasma C-reactive protein and fibrinogen are very important in the development of disease. 展开更多
关键词 Monitoring the changes in plasm C-reactive protein fibrinogen and blood white cell in patients with primary hypertension combined with acute cerebral infarction CELL
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MicroRNAs as potential biomarkers for diagnosis of attention deficit hyperactivity disorder
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作者 Bridget Martinez Philip V.Peplow 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第3期557-562,共6页
Inappropriate levels of hyperactivity,impulsivity,and inattention characterize attention deficit hyperactivity disorder,a common childhood-onset neuropsychiatric disorder.The cognitive function and learning ability of... Inappropriate levels of hyperactivity,impulsivity,and inattention characterize attention deficit hyperactivity disorder,a common childhood-onset neuropsychiatric disorder.The cognitive function and learning ability of children with attention deficit hyperactivity disorder are affected,and these symptoms may persist to adulthood if they are not treated.The diagnosis of attention deficit hyperactivity disorder is only based on symptoms and objective tests for attention deficit hyperactivity disorder are missing.Treatments for attention deficit hyperactivity disorder in children include medications,behavior therapy,counseling,and education services which can relieve many of the symptoms of attention deficit hyperactivity disorder but cannot cure it.There is a need for a molecular biomarker to distinguish attention deficit hyperactivity disorder from healthy subjects and other neurological conditions,which would allow for an earlier and more accurate diagnosis and appropriate treatment to be initiated.Abnormal expression of microRNAs is connected to brain development and disease and could provide novel biomarkers for the diagnosis and prognosis of attention deficit hyperactivity disorder.The recent studies reviewed had performed microRNA profiling in whole blood,white blood cells,blood plasma,and blood serum of children with attention deficit hyperactivity disorder.A large number of microRNAs were dysregulated when compared to healthy controls and with some overlap between individual studies.From the studies that had included a validation set of patients and controls,potential candidate biomarkers for attention deficit hyperactivity disorder in children could be miR-140-3p,let-7g-5p,-30e-5p,-223-3p,-142-5p,-486-5p,-151a-3p,-151a-5p,and-126-5p in total white blood cells,and miR-4516,-6090,-4763-3p,-4281,-4466,-101-3p,-130a-3p,-138-5p,-195-5p,and-106b-5p in blood serum.Further studies are warranted with children and adults with attention deficit hyperactivity disorder,and consideration should be given to utilizing rat models of attention deficit hyperactivity disorder.Animal studies could be used to confirm microRNA findings in human patients and to test the effects of targeting specific microRNAs on disease progression and behavior. 展开更多
关键词 ADULTS attention deficit hyperactivity disorder biomarkers blood plasma blood serum CHILDREN MICRORNA total white blood cells whole blood
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Rosmarinic acid improves tracheal smooth muscle responsiveness and lung pathological changes in ovalbumin-sensitized rats
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作者 Vahideh Abbasnia Mohsen Foadoddini +2 位作者 Delaram Eslimi Esfahani Mohammad Reza Khazdair Shahrbanoo Oryan 《Asian Pacific Journal of Tropical Biomedicine》 SCIE CAS 2024年第3期100-105,共6页
Objective:To evaluate the effect of rosmarinic acid on tracheal smooth muscle responsiveness and lung pathological changes in ovalbumin-sensitized rats.Methods:Rats were randomly divided into six groups:the control gr... Objective:To evaluate the effect of rosmarinic acid on tracheal smooth muscle responsiveness and lung pathological changes in ovalbumin-sensitized rats.Methods:Rats were randomly divided into six groups:the control group,the asthmatic group,and the asthmatic groups treated with dexamethasone(1 mg/kg;oral gavage)or three doses of rosmarinic acid(0.5,1,and 2 mg/kg;oral gavage).For induction of asthma,rats received intraperitoneal injections and inhalation of ovalbumin.After 21 days,bronchoalveolar lavage fluid and lung samples were collected for histopathological analyses.Moreover,total and differential white blood cell counts were determined.Results:The rosmarinic acid-treated group had significantly lower tracheal smooth muscle responses to methacholine than the asthmatic group.In addition,rosmarinic acid reduced white blood cell count and the percentages of eosinophils,monocytes,and neutrophils while increasing the percentage of lymphocytes.Ovalbumin-induced lung pathological changes were significantly improved by treatment with rosmarinic acid.Conclusions:Rosmarinic acid improves tracheal smooth muscle responsiveness and lung pathological changes in ovalbumin-sensitized rats. 展开更多
关键词 Rosmarinic acid ASTHMA OVALBUMIN Tracheal responsiveness Inflammation white blood cell
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Clinical comprehensive treatment protocol for managing diabetic foot ulcers:A retrospective cohort study
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作者 Yan-Bin Wang Yan Lv +3 位作者 Guang-Yu Li Ji-Ting Zheng Qing-Xin Jiang Ran Wei 《World Journal of Clinical Cases》 SCIE 2024年第17期2976-2982,共7页
BACKGROUND Diabetic foot ulcers(DFUs)are a common complication of diabetes,often leading to severe infections,amputations,and reduced quality of life.The current standard treatment protocols for DFUs have limitations ... BACKGROUND Diabetic foot ulcers(DFUs)are a common complication of diabetes,often leading to severe infections,amputations,and reduced quality of life.The current standard treatment protocols for DFUs have limitations in promoting efficient wound healing and preventing complications.A comprehensive treatment approach targeting multiple aspects of wound care may offer improved outcomes for patients with DFUs.The hypothesis of this study is that a comprehensive treatment protocol for DFUs will result in faster wound healing,reduced amputation rates,and improved overall patient outcomes compared to standard treatment protocols.AIM To compare the efficacy and safety of a comprehensive treatment protocol for DFUs with those of the standard treatment protocol.METHODS This retrospective study included 62 patients with DFUs,enrolled between January 2022 and January 2024,randomly assigned to the experimental(n=32)or control(n=30)group.The experimental group received a comprehensive treatment comprising blood circulation improvement,debridement,vacuum sealing drainage,recombinant human epidermal growth factor and anti-inflammatory dressing,and skin grafting.The control group received standard treatment,which included wound cleaning and dressing,antibiotics administration,and surgical debridement or amputation,if necessary.Time taken to reduce the white blood cell count,number of dressing changes,wound healing rate and time,and amputation rate were assessed.RESULTS The experimental group exhibited significantly better outcomes than those of the control group in terms of the wound healing rate,wound healing time,and amputation rate.Additionally,the comprehensive treatment protocol was safe and well tolerated by the patients.CONCLUSION Comprehensive treatment for DFUs is more effective than standard treatment,promoting granulation tissue growth,shortening hospitalization time,reducing pain and amputation rate,improving wound healing,and enhancing quality of life. 展开更多
关键词 Diabetic foot ulcers Comprehensive treatment protocol Clinical study white blood cell count Wound healing Amputation rate
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Changes in Blood Constituents in Rats after Benzene Inhalation
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作者 徐锡坤 邱清 +3 位作者 谢懋功 许娟华 何冬宁 王心如 《The Journal of Biomedical Research》 CAS 1999年第1期51-56,共6页
The toxicity of benzene was attributed to the formation of free radical. In this study, a method of measuring lipid peroxidation(LPO)in white blood cells(WBC)was reported. After the rats inhaled benzene in different c... The toxicity of benzene was attributed to the formation of free radical. In this study, a method of measuring lipid peroxidation(LPO)in white blood cells(WBC)was reported. After the rats inhaled benzene in different concentrations (6.310\+9, 71.810\+9 and 459.510\+\{-9\} g/L) for 30 days and in concentration of 71.810\+\{-9\} g/L for 10, 20 and 30 days,indicators reflecting toxicity of blood free radicals such as leukocyte LPO, plasma LPO, erythrocyte superoxide dismutase(SOD), erythrocyte glutathione were measured. After 30 day administration, level of leukocyte LPO in all rats of the exposed groups was remarkably higher than that in the control group. Leukopenia occurred only in 71.810\+\{-9\} g/L and 459.510\+\{-9\} g/L groups. The level of leukocyte LPO also increased in 71.810\+\{-9\} g/L group 20 day administration group. Other biochemical indicators had no significant change. It was suggested that the decrease of peripheral leukocytes following benzene exposure might result from, at least in lipid peroxidation, toxic \{effectpart, membrane lipid peroxidation and the determination of leukocyte LPO level is more sensitive than leukocyte count. \; 展开更多
关键词 RAT BENZENE white blood cells free radical
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Engineering white blood cell membrane-camouflaged nanocarriers for inflammation-related therapeutics 被引量:2
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作者 Wanli Song Pengfei Jia +6 位作者 Yaping Ren Junmiao Xue Bingqian Zhou Xinkai Xu Yansheng Shan Jing Deng Qihui Zhou 《Bioactive Materials》 SCIE CSCD 2023年第5期80-100,共21页
White blood cells(WBCs)play essential roles against inflammatory disorders,bacterial infections,and cancers.Inspired by nature,WBC membrane-camouflaged nanocarriers(WBC-NCs)have been developed to mimic the“dynamic”f... White blood cells(WBCs)play essential roles against inflammatory disorders,bacterial infections,and cancers.Inspired by nature,WBC membrane-camouflaged nanocarriers(WBC-NCs)have been developed to mimic the“dynamic”functions of WBCs,such as transendothelial migration,adhesion to injured blood vessels,etc,which make them promising for diverse medical applications.WBC-NCs inherit the cell membrane antigens of WBCs,while still exhibiting the robust inflammation-related therapeutic potential of synthetic nanocarriers with excellent(bio)physicochemical performance.This review summarizes the proposed concept of cell membrane engineering,which utilizes physical engineering,chemical modification,and biological functionalization technologies to endow the natural cell membrane with abundant functionalities.In addition,it highlights the recent progress and applications of WBC-NCs for inflammation targeting,biological neutralization,and immune modulation.Finally,the challenges and opportunities in realizing the full potential of WBC-NCs for the manipulation of inflammation-related therapeutics are discussed. 展开更多
关键词 white blood cell membrane-camouflaged NANOCARRIERS Inflammation targeting Biological neutralization Immune modulation
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Heparin-binding protein combined with human serum albumin in early assessment of community-acquired pneumonia:A retrospective study
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作者 Jing Liu Ying Zhang +4 位作者 Yu-Wei Luo Yi-Yu Hong Shuo Wang Bin Liu Yan-Tao Zheng 《Journal of Acute Disease》 2023年第4期140-144,共5页
Objective:To investigate the application of heparin-binding protein along with albumin(HBP+ALB)in evaluating the severity of community-acquired pneumonia(CAP)and compares it with single HBP,white blood cells(WBCs),C-r... Objective:To investigate the application of heparin-binding protein along with albumin(HBP+ALB)in evaluating the severity of community-acquired pneumonia(CAP)and compares it with single HBP,white blood cells(WBCs),C-reactive protein(CRP),and procalcitonin(PCT).Methods:A total of 226 patients with CAP admitted to the Emergency Department of Zhujiang Hospital,Southern Medical University,Guangdong,China,between March 1,2021,and March 1,2022,were enrolled.The patients were grouped into two groups:mild CAP(n=175)and severe CAP(sCAP)(n=51).Patients'characteristics and laboratory data were obtained.ROC curve and the value of the area under the curve(AUC)were used to evaluate the predictive values of HBP,ALB,WBC,CRP,and PCT.Results:WBC count,CRP,PCT,HBP,creatinine,and D-dimer were higher in the sCAP group,while ALB was lower in the sCAP group(P<0.05)than those in the mild CAP group.The AUCs of WBC,CRP,PCT,HBP,and HBP+ALB were 0.633(95%CI:0.545-0.722,P<0.05),0.635(95%CI:0.542-0.729,P<0.05),0.705(95%CI:0.619-0.791,P<0.05),0.809(95%CI:0.736-0.883,P<0.05),and 0.889(95%CI:0.842-0.936,P<0.05),respectively.Conclusions:HBP+ALB has a higher predictive value than single HBP,PCT,CRP and WBC used alone for the early assessment of CAP. 展开更多
关键词 Community-acquired pneumonia Heparin-binding protein ALBUMIN PROCALCITONIN white blood cell count C-reactive protein
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Research Progress of Combined Detection of WBC, CRP and SAA in Early Diagnosis of Respiratory Tract Infection in Children
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作者 Lanzhi Nong Yongkang Li +1 位作者 Guosheng Su Lihua Qin 《Open Journal of Respiratory Diseases》 2023年第1期1-8,共8页
Objective: To investigate the application of WBC, CRP and SAA combined detection in the early diagnosis of respiratory tract infection in children. Methods: Collect the literature reports on the early diagnosis of res... Objective: To investigate the application of WBC, CRP and SAA combined detection in the early diagnosis of respiratory tract infection in children. Methods: Collect the literature reports on the early diagnosis of respiratory tract infection in children by the combined detection of WBC, CRP and SAA in recent years, and follow up the relevant literature reports from the selection of “new three routine” laboratory items for rapid diagnosis in pediatric outpatient department and the application of the combined detection of WBC, CRP and SAA in the early diagnosis of respiratory tract infection in children. Results: Many literature studies found that the combined detection of WBC, CRP and SAA has important clinical significance in the early diagnosis of respiratory tract infection in children. Conclusion: Through reviewing the relevant literature, we can understand the application of WBC, CRP and SAA combined detection in the early diagnosis of respiratory tract infection in children. To provide more accurate and reliable laboratory data for the early diagnosis and treatment of respiratory tract infection in children in the future. 展开更多
关键词 white blood Cell Count C-Reactive Protein Amyloid Protein-A CHILDREN Respiratory Tract Infection
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Diagnosis of Leukemia Disease Based on Enhanced Virtual Neural Network 被引量:1
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作者 K.Muthumayil S.Manikandan +3 位作者 S.Srinivasan JoséEscorcia-Gutierrez Margarita Gamarra Romany F.Mansour 《Computers, Materials & Continua》 SCIE EI 2021年第11期2031-2044,共14页
White Blood Cell(WBC)cancer or leukemia is one of the serious cancers that threaten the existence of human beings.In spite of its prevalence and serious consequences,it is mostly diagnosed through manual practices.The... White Blood Cell(WBC)cancer or leukemia is one of the serious cancers that threaten the existence of human beings.In spite of its prevalence and serious consequences,it is mostly diagnosed through manual practices.The risks of inappropriate,sub-standard and wrong or biased diagnosis are high in manual methods.So,there is a need exists for automatic diagnosis and classification method that can replace the manual process.Leukemia is mainly classified into acute and chronic types.The current research work proposed a computer-based application to classify the disease.In the feature extraction stage,we use excellent physical properties to improve the diagnostic system’s accuracy,based on Enhanced Color Co-Occurrence Matrix.The study is aimed at identification and classification of chronic lymphocytic leukemia using microscopic images of WBCs based on Enhanced Virtual Neural Network(EVNN)classification.The proposed method achieved optimum accuracy in detection and classification of leukemia from WBC images.Thus,the study results establish the superiority of the proposed method in automated diagnosis of leukemia.The values achieved by the proposed method in terms of sensitivity,specificity,accuracy,and error rate were 97.8%,89.9%,76.6%,and 2.2%,respectively.Furthermore,the system could predict the disease in prior through images,and the probabilities of disease detection are also highly optimistic. 展开更多
关键词 white blood cells enhanced virtual neural networking SEGMENTATION feature extraction chronic lymphocytic leukemia
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Oxidative stress indicators in human and bottlenose dolphin leukocytes in response to a pro-inflammatory challenge
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作者 TARYN E.SYMON RAMÓN GAXIOLA-ROBLES +1 位作者 CLAUDIA J.HERNÁNDEZ-CAMACHO TANIA ZENTENO-SAVÍN 《BIOCELL》 SCIE 2021年第6期1621-1630,共10页
Marine mammals undergo cycles of tissue ischemia and reperfusion during the dive response.Reperfusion injury can result in oxidative tissue damage and the activation of a pro-inflammatory immune response.The risk of o... Marine mammals undergo cycles of tissue ischemia and reperfusion during the dive response.Reperfusion injury can result in oxidative tissue damage and the activation of a pro-inflammatory immune response.The risk of oxidative damage is reduced by antioxidants.Our hypothesis is that the reported higher antioxidant defenses within marine mammal tissues provide additional protection in situations that produce oxidative stress,like inflammation,in comparison to terrestrial mammal tissues.Leukocytes were isolated from the whole blood of Pacific bottlenose dolphins(Tursiops truncatus gilli)and humans(Homo sapiens)and were exposed to lipopolysaccharides(LPS,10μg/mL)in vitro to simulate a pro-inflammatory challenge.Oxidative stress indicators,including superoxide radical(O_(2)^(•−))production,activities of superoxide dismutase(SOD),catalase(CAT),glutathione peroxidase(GPx),glutathione reductase(GR),and glutathione S-transferase(GST),as well as oxidative protein damage,were quantified by spectrophotometry.Following 48 h under experimental conditions,bottlenose dolphin leukocytes produced 1.9 times more O_(2)^(•−)but displayed 2.0 times lower protein carbonyl concentrations compared to human leukocytes.Following 48 h under experimental conditions,bottlenose dolphin leukocytes displayed 7.9,2.0,11.1,and 3.3 times more activities of CAT,GPx,GR,and GST,respectively,compared to human leukocytes.These results suggest that,under cell culture conditions,the antioxidant defenses in bottlenose dolphin leukocytes provide additional protection against pro-inflammatory challenges in comparison to human leukocytes,likely as an adaptive advantage. 展开更多
关键词 Antioxidant defenses Marine mammals Oxidative stress Reactive oxygen species white blood cells
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Justification of Lymphotropic Injection of An Immunomodulator in Odontogenic Osteomyelitis
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作者 Bakhyt Sekerbekovna Zhanalina Olga Yesenovna Bekjanova +2 位作者 Mayra Taytoleuovna Kopbayeva Anar Djambulovna Sagatbaeva Yelmira Niyazovna Smagulova 《Journal of Pharmacy and Pharmacology》 2021年第2期49-52,共4页
The lymphotropic injection of the drug named “Gamma-plant", which is an extract of potato sprouts(Solanituberosigerminum extract) and has a high therapeutic effect, was proved by pathomorphological studies in th... The lymphotropic injection of the drug named “Gamma-plant", which is an extract of potato sprouts(Solanituberosigerminum extract) and has a high therapeutic effect, was proved by pathomorphological studies in the experiment onguinea pigs (n = 18). 展开更多
关键词 Odontogenic osteomyelitis Gamma-plant sequestration segmented white blood cells HISTIOCYTES FIBROBLASTS tissue of lymph node.
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Peripheral Hematological Parameters in Sudanese Women with Polycystic Ovary Syndrome
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作者 Shaza Mohammed Enaam T. Elhaj +2 位作者 Mohamed A. Ahmed Reem Eltayeb Ishag Adam 《Case Reports in Clinical Medicine》 2022年第7期253-260,共8页
The aim of this study is to assess the association between polycystic ovarian syndrome (PCOS) and hematological parameters [hemoglobin, red cell parameters, white blood cells (WBCs), platelets volume (MPV)]. This is a... The aim of this study is to assess the association between polycystic ovarian syndrome (PCOS) and hematological parameters [hemoglobin, red cell parameters, white blood cells (WBCs), platelets volume (MPV)]. This is a matched case-control study (60 women in each arm of the study) which was conducted in Saad Abualila infertility center Hospital in Khartoum, Sudan. Infertile women with PCOS were the cases and healthy non pregnant women were the controls. The gynecological characteristics were gathered through questionnaire and blood samples were analyzed for different blood parameters by automated hematology analyzer. While the two groups were matched in their age;body mass index was significantly higher in women with PCOs compared to the normal control. The investigated different hematological parameters (hemoglobin, RBCs, RDW, WBCs, platelets and MPV) showed no statistical difference between the women with PCOS and the controls. 展开更多
关键词 HEMOGLOBIN Platelets Volume Polycystic Ovarian Syndrome Red blood cells white blood cells
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Role of plasma C-reactive protein and white blood cell count in predicting in-hospital clinical events of acute type A aortic dissection 被引量:21
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作者 WEN Dan WU Hai-ying +4 位作者 JIANG Xiong-jing ZHANG Hui-min ZHOU Xian-liang LI Jian-jun HUI Ru-tai 《Chinese Medical Journal》 SCIE CAS CSCD 2011年第17期2678-2682,共5页
Background A few recent studies have reported that inflammation is associated with the prognosis of acute aortic dissection (AD). There is, however, no systemic investigation regarding the role of plasma C-reactive ... Background A few recent studies have reported that inflammation is associated with the prognosis of acute aortic dissection (AD). There is, however, no systemic investigation regarding the role of plasma C-reactive protein (CRP) and white blood cell (WBC) levels in predicting in-hospital clinical events of acute type AAD. Methods The levels of high-sensitivity CRP and WBC counts were systemically determined after admission in 36 patients with acute type A AD. The variations of plasma CRP and WBC levels in different time windows (admission, 1, 2, 3, 4, 6, 8 days) in patients with acute type AAD were analyzed between patients with events and without events. Results During hospitalization, five patients died, and increased levels of CRP and WBC were found in patients died with acute type A AD compared with patients survived (P 〈0.01, respectively). Medical treatment may significantly decrease inflammatory response in survived patients with acute type A AD. Additionally, patients with complication of pleural effusion showed higher CRP and WBC levers (P=0.046, P=-0.018, respectively). Lower WBC levels were found in survived patients treated medically (P=-0.001). Moreover, mean CRP and WBC levels had positive correlations with aortic diameter (r=0.364, P--0.000; r=0.333, P=0.000, respectively) and age (r=0.270, P=0.000, respectively), while negative correlations with the time from onset of symptoms to hospital admission (r= -0.229, P=0.000, r= -0.200, P=0.002, respectively). Univariate analysis showed that age 〉65 years, CRP zl 2.05 rag/L, WBC 〉12.16×10^9/L, aortic diameter 〉48 mm, pleural effusion and diastolic blood pressure 〉105 mmHg were associated with hospital mortality. While CRP 〉12.05 mg/L, WBC ≥12.16×10^9/L, aortic diameter 〉48 mm were strongly associated with hospital mortality in multiple Logistic regression analysis. Conclusions The results suggested that CRP and WBC were preferred markers for predicting the clinical events in patients with acute type A AD, especially death during hospitalization. Therefore, further study enrolling larger cohort, prospective study would be warranted. 展开更多
关键词 acute aortic dissection C-reactive protein white blood cell INFLAMMATION
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