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Rapid Prediction of Wastewater Index Using CNN Architecture and PLS Series Statistical Methods

Open Journal of Statistics 2024年第3期14卷 243-258页

作者： qiushuang mo Lili Xu Fangxiu Meng Shaoyong Hong Xuemei Lin School of Mathematics and Statistics Guilin University of Technology Guilin China College of Marine Sciences Beibu Gulf University Qinzhou China School of Data Science Guangzhou Huashang College Guangzhou China Community Management Office Guilin University of Technology Guilin China

Chemical oxygen demand (COD) is an important index to measure the degree of water pollution. In this paper, near-infrared technology is used to obtain 148 wastewater spectra to predict the COD value in wastewater. First, the partial least squares regression (PLS) model was used as the basic model. monte Carlo cross-validation (MCCV) was used to select 25 samples out of 148 samples that did not conform to conventional statistics. Then, the interval partial least squares (iPLS) regression modeling was carried out on 123 samples, and the spectral bands were divided into 40 subintervals. The optimal subintervals are 20 and 26, and the optimal correlation coefficient of the test set (RT) is 0.58. Further, the waveband is divided into five intervals: 17, 19, 20, 22 and 26. When the number of joint intervals under each interval is three, the optimal RT is 0.71. When the number of joint subintervals is four, the optimal RT is 0.79. Finally, convolutional neural network (CNN) was used for quantitative prediction, and RT was 0.9. The results show that CNN can automatically screen the features inside the data, and the quantitative prediction effect is better than that of iPLS and synergy interval partial least squares model (SiPLS) with joint subinterval three and four, indicating that CNN can be used for quantitative analysis of water pollution degree.

关键词： Wastewater Near-Infrared Spectroscopy Chemistry Oxygen Demand Partial Least Squares Convolutional Neural Network Statistical Optimization

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EGFR-targeted and gemcitabine-incorporated chemogene for combinatorial pancreatic cancer treatment

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Nano Research 2024年第2期17卷 848-857页

作者： Miao Xie qiushuang Zhang Yuanyuan Guo Lijuan Zhu Xinyuan Zhu Chuan Zhang School of Chemistry and Chemical Engineering Frontiers Science Center for Transformative MoleculesInstitute of Molecular MedicineSixth people’s HospitalSchool of MedicineShanghai Key Laboratory for Molecular Engineering of Chiral DrugsShanghai Jiao Tong UniversityShanghai 200240China Department of Radiology Shanghai Jiao Tong University Affiliated Sixth People’s HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai 200233China Institute of molecular Medicine Shanghai Jiao Tong University Affiliated Renji HospitalSchool of MedicineShanghai Jiao Tong UniversityShanghai 200127China

Pancreatic cancer stands out as a recognized intractable tumor due to its high malignancy and mortality rates,which are largely attributed to the insensitivity of current clinical chemotherapies or *** chemo and gene therapy that integrates different therapeutic targets,may increase the chemosensitivity of pancreatic cancer and synergistically enhance the antitumor ***,conventional co-delivery of gene and chemo drugs is intensively dependent on complex nanoparticle delivery systems,thus would be limited by unstable drug packaging,nonspecific biodistribution,and biosafety ***,we rationally designed an epidermal growth factor-receptor(EGFR)-targeted and gemcitabine-incorporated oligonucleotide(termed as chemogene)with anti-Bcl-2 sequence,which achieves simple and precise integration of gemcitabine into a gene regulative agent,as well as the EGFR-targeted delivery for pancreatic cancer *** solid-phase synthesis,gemcitabine,as the first-line chemodrug for pancreatic cancer,is introduced to the antisense oligonucleotide to replace all cytosine nucleosides to obtain the gemcitabine-integrated chemogene(Ge-ASO^(Bcl-2)).Thereafter,Ge-ASO^(Bcl-2)is covalently coupled with EGFR nanobody to construct the final targeted chemogene without any exogenous ***,this nanobody-conjugated chemogene exhibits remarkable tumor targeting capability and antitumor effects both in vitro and in vivo,which initiates a first step toward the application of combinatorial chemo and gene therapy for future pancreatic cancer treatment.

关键词： antisense oligonucleotide chemogene nanobody drug delivery system pancreatic cancer

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Regularized automatic frequency response function acquisition of a milling robot operating in a high-dimensional workspace

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Science China(Technological Sciences) 2024年第6期67卷 1783-1797页

作者： LUO WenLong TANG XiaoWei MA Tao GUO qiushuang XU YanYan YUAN Xing ZHANG Lei MAO XinYong School of Mechanical Science and Engineering Huazhong University of Science and TechnologyWuhan430074China State Key Laboratory of Smart Manufacturing for Special Vehicles and Transmission System Baotou014030China Wuhan Heavy Duty Machine Tool Group Corporation Wuhan430205China

Because robotic milling has become an important means for machining significant large parts,obtaining the structural frequency response function(FRF)of a milling robot is an important basis for machining process ***,because of its articulated serial structure,a milling robot has an enormous number of operating postures,and its dynamics are affected by the motion *** accurately obtain the FRF in the operating state of a milling robot,this paper proposes a method based on the structural modification *** the traditional excitation method,the proposed method uses robot joint motion excitation instead of hammering excitation to realize *** address the problem of the lack of information brought by motion excitation,which leads to inaccurate FRF amplitudes,this paper derives the milling robot regularization theory based on the sensitivity of structural modification,establishes the modal regularization factor,and calibrates the FRF *** to the commonly used manual hammering experiments,the proposed method has high accuracy and reliability when the milling robot is in different *** the measurement can be performed directly and automatically in the operation state,and the problem of inaccurate amplitudes is solved,the proposed method provides a basis for optimizing the machining posture of a milling robot and improving machining efficiency.

关键词： milling robot structural dynamics frequency response function automatic identification modal regularization factor high-dimensional workspace

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Evolution of monkeypox C9L RNA G-Quadruplex Elevates the Translation of Its Only Kelch-like Protein by Accelerating G-Quadruplex Unfolding Kinetics

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CCS Chemistry 2024年第4期6卷 953-963页

作者： Yicong Dai Xucong Teng Difei Hu qiushuang Zhang Jinghong Li Department of Chemistry Center for Bioanalytical ChemistryKey Laboratory of Bioorganic Phosphorus Chemistry and Chemical BiologyTsinghua UniversityBeijing 100084 New Cornerstone Science Laboratory Shenzhen 518054 Beijing Life Science Academy Beijing 102209 Center for Bioanalytical Chemistry Hefei National Laboratory of Physical Sciences at the MicroscaleUniversity of Science and Technology of ChinaHefei 230026

Genomic surveillance of monkeypox virus(MPXV)is essential to explore the reason of its unusual *** phylogenomic analysis of the MPXV genome mainly focuses on the effect of amino acid ***,we explore the evolutionary variation of RNA G-quadruplex(RG4)of MPXV and find that the genome evolution of MPXV can also produce new effects through changes in the RG4 *** RG4 is located in MPXV’s only Kelch-like C9L gene,which encodes for an antagonist of the innate immune *** evolution of this virus increases the unfolding kinetic constant of C9L RG4 and promotes the C9 protein level in living ***,all reported MPXV genomes in 2022 carry the C9L-RG4-5 pattern with the highest unfolding kinetic ***,the RG4 ligand,RGB-1,can impede the unfolding of C9L-RG4-5 and thereby reduce the C9 protein *** findings carve out a new path to comprehensively understanding MPXV virology.

关键词： G-quadruplex RNA secondary structure unfolding kinetics monkeypox virus genomic evolution immune evasion

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PLA2G2D and CHIT1: Potential biomarkers for immune infiltration and prognosis in cervical squamous cell carcinoma

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Frigid Zone Medicine 2024年第2期4卷 110-119页

作者： Liangliang Jiang qiushuang Qiao Jing Wang Department of Gynecological Tumor Harbin Medical University Cancer HospitalHarbin 150001China Department of Pathology Harbin Medical University Cancer HospitalHarbin 150001China

Objective:The aim of this study was to identify biomarkers associated with immunity and prognosis in patients with cervical *** and methods:Data from patients with cervical squamous cell carcinoma(CESC)were retrieved from the UCSC Xena database and subjected to *** sets representing 22 types of immunocytes were acquired,and immunocytes relevant to prognosis were *** gene co-expression network analysis(WGCNA)was utilized to identify gene modules associated with prognosis-related immunocytes and to construct immune-related gene *** expressed genes were then screened,and the association between immune score and biological function of immune-related gene markers was ***,tissue samples from cervical cancer patients in Northeast China were collected to validate the expression of two genes using real-time PCR and ***:This study identified 10 immunocytes significantly correlated with overall survival time in *** gene modules were identified as significantly associated with prognosis-related immunocytes,with gene module 6 showing relevance to all prognosis-related *** module 6 was related to all prognosis-related ***,two genes(including PLA2G2D and CHIT1)were found to be significantly associated with overall survival in cancer *** with CESC were classified into high and low immune score groups based on the median score of gene *** analysis of the immune score and biological function was *** and real-time PCR results revealed high expression of CHIT1 and PLA2G2D in CESC tumor ***:PLA2G2D and CHIT1 show promise as biomarkers for evaluating immune infiltration and prognosis in patients with cervical cancer.

关键词： cervical cancer immune cells overall survival immune score genes

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A Review of Artificial Waterfalls in Gardens

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Journal of World Architecture 2024年第1期8卷 31-34页

作者： Ni Lan Tiantian Chen qiushuang Fan Shiyu Mi Chongqing Institute of Engineering Chongqing 400056China

When artificial waterfalls are built in gardens,leaves from trees or vegetation often fall into the water storage pool and block the pipelines,requiring regular cleaning of *** not only increases the manpower needed for maintenance but also disrupts the use of the ***,it is necessary to design a new type of artificial waterfall that is suitable for *** waterfall should incorporate features that make cleaning easier,including filter plates and water funnels to prevent clogging caused by fallen leaves and debris.

关键词： Intelligence Efficiency improvement Transportation pipeline Technical artificial waterfall

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Carrier transport barrier in AlGaN-based deep ultraviolet LEDs on offcut sapphire substrates

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Chinese Optics Letters 2024年第2期22卷 148-158页

作者：陈秋爽陈荔陈聪高歌郭炜叶继春 Ningbo Institute of Materials Technology and Engineering Ningbo 315201China University of Chinese Academy of Sciences Beijing 100049China

AlGaN-based light-emitting diodes(LEDs)on offcut substrates enhance radiative emission via forming carrier localization centers in multiple quantum wells(MQWs).This study introduces the carrier transport barrier concept,accessing its impact on the quantum efficiency of LEDs grown on different offcut sapphire substrates.A significantly enhanced internal quantum efficiency(IQE)of 83.1%is obtained from MQWs on the 1°offcut sapphire,almost twice that of the controlled 0.2°offcut ***,1°offcut LEDs have higher turn-on voltage and weaker electroluminescence than 0.2°*** calculations demonstrate the existence of a potential barrier on the current path around the step-induced Ga-rich ***-rich stripes reduce the turn-on voltage but restrict sufficient driving current,impacting LED performance.

关键词： carrier localization step-bunching potential barrier offcut substrate DUV LEDs

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Analysis of the Clinical Value of Immunohistochemical Testing in the Pathological Diagnosis of Breast Cancer

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Proceedings of Anticancer Research 2024年第4期8卷 1-6页

作者： qiushuang Ma Jirui Sun Haizhi Qiao Xueli Wang Jinku Zhang Baoding No.1 Central Hospital Baoding 071000Hebei ProvinceChina Key Laboratory of molecular Pathology and Early Diagnosis of Tumor in Hebei Province Baoding 071000Hebei ProvinceChina

Objective:To investigate the clinical value of immunohistochemistry(IHC)detection in the pathological diagnosis of breast ***:Eighty breast cancer patients admitted to Baoding No.1 Central Hospital from June 2022 to June 2023 were selected as study *** samples were divided into a positive group(40 cases)and a negative group(40 cases)according to ER and PR test *** was performed on all patients to compare the differences between the two groups in C-erbB-2 positive expression and axillary lymph node ***:The positive expression rate of C-erbB-2 in the positive group(35.00%)was significantly lower than that in the negative group(80.00%),with a highly significant difference(P<0.001).The axillary lymph node metastasis rate in the positive group(40.00%)was significantly lower than that in the negative group(75.00%),with a significant difference(P<0.05).Conclusion:Immunohistochemical detection in breast cancer pathology enhances diagnostic accuracy,predicts prognosis,and supports personalized treatment by identifying ER,PR,and *** is worth being widely adopted in clinical practice.

关键词： Breast cancer Pathological diagnosis Immunohistochemical detection

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Cotton ethylene response factor Gh ERF91 is involved in the defense against Verticillium dahliae

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Journal of Integrative Agriculture 2024年第10期23卷 3328-3342页

作者： Nurimanguli Aini Yuanlong Wu Zhenyuan Pan Yizan Ma qiushuang An Guangling Shui Panxia Shao Dingyi Yang Hairong Lin Binghui Tang Xin Wei Chunyuan You Longfu Zhu Dawei Zhang Zhongxu Lin Xinhui Nie Key Laboratory of Oasis Eco-agriculture Xinjiang Production and Construction Group/Agricultural CollegeShihezi UniversityShihezi 832003China National Key Laboratory of Crop Genetic Improvement/College of Plant Sciences&Technology Huazhong AgriculturalUniversityWuhan 430070China Cotton Research Institute Shihezi Academy of Agricultural ScienceShihezi 832011China Institute of Economic Crops Xinjiang Academy of Agricultural SciencesUrumqi 830091China

Verticillium dahliae causes significant losses in cotton *** reveal the mechanism of the defense response to *** in cotton,transcriptomic analyses were performed using cotton cultivars M138(***-resistant)and P2(***-susceptible).The results revealed 11,076 and 6,640 differentially expressed genes(DEGs)in response to ***,*** weighted gene co-expression network analysis of 4,633 transcription factors(TFs)indicated a“MEblue”module containing 654 TFs that strongly correlate with resistance to *** these TFs,the ethylene response factor Ghi_A05G10166(GhERF91)was identified as a putative hub gene with a defense response against ***.A virus-induced gene silencing assay and exogenous application of ethephon showed that GhERF91 is activated by ethylene and positively regulates the response to *** exposure in *** study provides fundamental transcriptome data and a putative causal gene(GhERF91)associated with resistance to ***,as well as genetic resources for breeding ***-resistant cotton.

关键词： cotton Verticillium wilt RNA-sequencing GhERF91 virus-induced gene silencing

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Clinical Outcome of Internal Fixation and Fusion in the Treatment of Spinal Fractures by Paraspinal Muscular Space Approach

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Journal of Clinical and Nursing Research 2024年第7期8卷 10-15页

作者： Yafei Zhao qiushuang Ma Meng Zhang Shengwang Li Yannan Li Chenguang Tian Baoding No.1 Hospital of TCM Baoding 071000Hebei ProvinceChina Baoding No.1 Central Hospital Baoding 071000Hebei ProvinceChina

Objective:To explore the clinical effect of internal fixation and fusion with the paraspinal muscle gap approach in the treatment of spinal fracture ***:104 spinal fracture patients admitted to Central Hospital of TCM from October 2022 to April 2024 were selected as the study subjects and were randomly divided into the control group(n=52)and the observation group(n=52)according to the random number table *** control group was treated with the conventional approach of internal fixation surgery,and the observation group was treated with the paraspinal muscular interspace approach of internal fixation *** two groups’general data,surgical indexes,pain,lumbar spine function,and postoperative complications were ***:The baseline data of the two groups of patients were not statistically significant(all P>0.05)while the intraoperative bleeding,the first postoperative time getting up from bed,and the length of hospital stay of the patients in the observation group were shorter than that of the control group(all P=0.000months postoperatively,the VAS scores of the patients in the observation group were significantly lower than those in the control group(t=10.768,P=0.000<0.001),and the JOA score was higher than that of the control group(t=6.498,P=0.000<0.001);the total complication rate of patients in the observation group(3/5.77%)was significantly lower than that of the control group(12/23.08%)(χ^(2)=6.310,P=0.012<0.05).Conclusion:In the treatment of spinal fracture patients,compared with the conventional approach to internal fixation surgery,the paraspinal muscular gap approach to internal fixation and fusion treatment is less traumatic,postoperative lumbar spine function recovery is faster,and can reduce the incidence of postoperative complications.

关键词： Paraspinal muscular interspace approach Fixation and fusion Spinal fracture

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