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Multi-granularity sequence generation for hierarchical image classification 被引量:1
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作者 Xinda Liu Lili Wang 《Computational Visual Media》 SCIE EI CSCD 2024年第2期243-260,共18页
Hierarchical multi-granularity image classification is a challenging task that aims to tag each given image with multiple granularity labels simultaneously.Existing methods tend to overlook that different image region... Hierarchical multi-granularity image classification is a challenging task that aims to tag each given image with multiple granularity labels simultaneously.Existing methods tend to overlook that different image regions contribute differently to label prediction at different granularities,and also insufficiently consider relationships between the hierarchical multi-granularity labels.We introduce a sequence-to-sequence mechanism to overcome these two problems and propose a multi-granularity sequence generation(MGSG)approach for the hierarchical multi-granularity image classification task.Specifically,we introduce a transformer architecture to encode the image into visual representation sequences.Next,we traverse the taxonomic tree and organize the multi-granularity labels into sequences,and vectorize them and add positional information.The proposed multi-granularity sequence generation method builds a decoder that takes visual representation sequences and semantic label embedding as inputs,and outputs the predicted multi-granularity label sequence.The decoder models dependencies and correlations between multi-granularity labels through a masked multi-head self-attention mechanism,and relates visual information to the semantic label information through a crossmodality attention mechanism.In this way,the proposed method preserves the relationships between labels at different granularity levels and takes into account the influence of different image regions on labels with different granularities.Evaluations on six public benchmarks qualitatively and quantitatively demonstrate the advantages of the proposed method.Our project is available at https://github.com/liuxindazz/mgs. 展开更多
关键词 hierarchical multi-granularity classification vision and text transformer sequence generation fine-grained image recognition cross-modality attenti
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Minimal-Length Interoperability Test Sequences Generation via Genetic Algorithm
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作者 钟宁 匡镜明 何遵文 《Journal of Beijing Institute of Technology》 EI CAS 2008年第3期341-345,共5页
A novel interoperability test sequences optimization scheme is proposed in which the genetic algorithm (GA) is used to obtain the minimal-length interoperability test sequences. During our work, the basic interopera... A novel interoperability test sequences optimization scheme is proposed in which the genetic algorithm (GA) is used to obtain the minimal-length interoperability test sequences. During our work, the basic interoperability test sequences are generated based on the minimal-complete-coverage criterion, which removes the redundancy from conformance test sequences. Then interoperability sequences minimization problem can be considered as an instance of the set covering problem, and the GA is applied to remove redundancy in interoperability transitions. The results show that compared to conventional algorithm, the proposed algorithm is more practical to avoid the state space explosion problem, for it can reduce the length of the test sequences and maintain the same transition coverage. 展开更多
关键词 interoperability testing genetic algorithm test sequences generation
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Highly Aligned Ternary Nanofiber Matrices Loaded with MXene Expedite Regeneration of Volumetric Muscle Loss 被引量:1
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作者 Moon Sung Kang Yeuni Yu +5 位作者 Rowoon Park Hye Jin Heo Seok Hyun Lee Suck Won Hong Yun Hak Kim Dong‑Wook Han 《Nano-Micro Letters》 SCIE EI CAS CSCD 2024年第4期269-292,共24页
Current therapeutic approaches for volumetric muscle loss(VML)face challenges due to limited graft availability and insufficient bioactivities.To overcome these limitations,tissue-engineered scaffolds have emerged as ... Current therapeutic approaches for volumetric muscle loss(VML)face challenges due to limited graft availability and insufficient bioactivities.To overcome these limitations,tissue-engineered scaffolds have emerged as a promising alternative.In this study,we developed aligned ternary nanofibrous matrices comprised of poly(lactide-co-ε-caprolactone)integrated with collagen and Ti_(3)C_(2)T_(x)MXene nanoparticles(NPs)(PCM matrices),and explored their myogenic potential for skeletal muscle tissue regeneration.The PCM matrices demonstrated favorable physicochemical properties,including structural uniformity,alignment,microporosity,and hydrophilicity.In vitro assays revealed that the PCM matrices promoted cellular behaviors and myogenic differentiation of C2C12 myoblasts.Moreover,in vivo experiments demonstrated enhanced muscle remodeling and recovery in mice treated with PCM matrices following VML injury.Mechanistic insights from next-generation sequencing revealed that MXene NPs facilitated protein and ion availability within PCM matrices,leading to elevated intracellular Ca^(2+)levels in myoblasts through the activation of inducible nitric oxide synthase(i NOS)and serum/glucocorticoid regulated kinase 1(SGK1),ultimately promoting myogenic differentiation via the m TOR-AKT pathway.Additionally,upregulated i NOS and increased NO–contributed to myoblast proliferation and fiber fusion,thereby facilitating overall myoblast maturation.These findings underscore the potential of MXene NPs loaded within highly aligned matrices as therapeutic agents to promote skeletal muscle tissue recovery. 展开更多
关键词 Ti_(3)C_(2)T_(x)MXene nanoparticle Ternary nanofibrous matrices Myogenesis Regeneration of volumetric muscle loss Next generation sequencing
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Next Generation Sequencing in Oncological Diagnostics: Hype or Hope?
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作者 Rana Hallak Manfred Kuepper Amer Al Chikh Youssef 《Journal of Biosciences and Medicines》 2024年第2期244-256,共13页
The understanding of how genetic and epigenetic factors influence tumorigenesis, progression and invasion, is vastly growing since new technologies allow the analysis of the functional genome namely the exome, the tra... The understanding of how genetic and epigenetic factors influence tumorigenesis, progression and invasion, is vastly growing since new technologies allow the analysis of the functional genome namely the exome, the transcriptome and the epigenome, besides enabling genome-wide assessment of genetic variations. With the advent of new drugs that are indicated tissue agnostic, depending on certain mutations, there is a growing demand for fast and cost-effective genetic diagnosis. The method in focus that already became an indispensable tool in viral diagnosis is next-generation sequencing (NGS). This approach allows sequencing of literally every DNA molecule in the sample and can either be used to assess numerous genetic markers of one patient at a time, or to assess fewer markers of many patients in parallel, which reduces costs. We submitted 23 samples of different tumor entities to four diagnostic companies with different analysis profiles. The results as disclosed and discussed in this report indicate that so far, the main application of NGS is rather in cancer research than in diagnosis, as none of the reports had a real impact on the therapeutic scheme. We are perfectly aware that such a small cohort cannot be generalized, but considering the costs vs. benefits, NGS should be engaged upon a very stringent evaluation only. However, in cases where obtaining a tissue biopsy is impossible or unfavorable, analysis of liquid biopsy by NGS provides a vital alternative. 展开更多
关键词 ONCOLOGY Next generation Sequencing Tumor Diagnosis Personalized Medicine
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Pan-TRK positive uterine sarcoma in immunohistochemistry without neurotrophic tyrosine receptor kinase gene fusions:A case report
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作者 Seungmee Lee Yu-Ra Jeon +2 位作者 Changmin Shin Sun-Young Kwon Sojin Shin 《World Journal of Clinical Cases》 SCIE 2025年第2期39-49,共11页
BACKGROUND The classification of uterine sarcomas is based on distinctive morphological and immunophenotypic characteristics,increasingly supported by molecular genetic diagnostics.Data on neurotrophic tyrosine recept... BACKGROUND The classification of uterine sarcomas is based on distinctive morphological and immunophenotypic characteristics,increasingly supported by molecular genetic diagnostics.Data on neurotrophic tyrosine receptor kinase(NTRK)gene fusionpositive uterine sarcoma,potentially aggressive and morphologically similar to fibrosarcoma,are limited due to its recent recognition.Pan-TRK immunohistochemistry(IHC)analysis serves as an effective screening tool with high sensitivity and specificity for NTRK-fusion malignancies.CASE SUMMARY We report a case of a malignant mesenchymal tumor originating from the uterine cervix,which was pan-TRK IHC-positive but lacked NTRK gene fusions,accompanied by a brief literature review.A 55-year-old woman presented to the emergency department with abdominal pain and distension,exhibiting significant ascites and multiple solid pelvic masses.Pelvic examination revealed a tumor encompassing the uterine cervix,extending to the vagina and uterine corpus.A punch biopsy of the cervix indicated NTRK sarcoma with positive immunochemical pan-TRK stain.However,subsequent next generation sequencing revealed no NTRK gene fusion,leading to a diagnosis of poorly differentiated,advanced-stage sarcoma.CONCLUSION The clinical significance of NTRK gene fusion lies in potential treatment with TRK inhibitors for positive sarcomas.Identifying such rare tumors is crucial due to the potential applicability of tropomyosin receptor kinase inhibitor treatment. 展开更多
关键词 Uterine sarcoma Cervical sarcoma Neurotrophic tyrosine receptor kinase gene fusion Next generation sequencing Case report
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Treatment of a rare and severe infection of central nervous system by Angiostrongylus cantonensis:A case report
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作者 Jian-Hui Zhao Wen-Ju Li +6 位作者 Jie Jiao Ming-Xing Wang Xi-Mu Zhang Jian-Yuan Yin Wen-Zhi Hu Qing Song Jie Liu 《World Journal of Radiology》 2025年第2期52-61,共10页
BACKGROUND Angiostrongylus cantonensis-induced acute parasitic infection is a rare food-borne disease in clinical practice.Lack of its specific laboratory markers and subsequent difficulty in detecting pathogens cause... BACKGROUND Angiostrongylus cantonensis-induced acute parasitic infection is a rare food-borne disease in clinical practice.Lack of its specific laboratory markers and subsequent difficulty in detecting pathogens cause high misdiagnosis and missed diagnosis rates.CASE SUMMARY A 20-year-old male developed persistent neck and back pain after consuming raw snail meat,followed by urinary retention and low fever.After admission,the patient was misdiagnosed as viral infection and Mycobacterium tuberculosis in central nervous system.After detection of Angiostrongylus cantonensis in blood and cerebrospinal fluid by metagenomics next generation sequencing,albendazole was administered with ceftriaxone and methylprednisolone treatment simultaneously.With effective antiparasitic treatment,the patient weaned from mechanical ventilation successfully and transferred out of intensive care unit for hyperbaric oxygen and rehabilitation treatment.CONCLUSION This case highlights the diagnostic challenges of Angiostrongylus cantonensis infection and the importance of advanced sequencing techniques in identifying rare pathogens. 展开更多
关键词 Angiostrongylus cantonensis Cerebrospinal meningitis Severe infection Central nervous system Metagenomics next generation sequencing Case report
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Hepatitis E virus infection-triggered intrahepatic cholestasis:A case report
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作者 Stephan Drexler Frederic Haedge +7 位作者 Susanne N Weber Marcin Krawczyk Matthias S Matter Carol I Geppert Achim Weber Bruno Stieger Christian Trautwein Andreas E Kremer 《World Journal of Hepatology》 2025年第4期137-143,共7页
BACKGROUND Genetic disorders affecting hepatobiliary transporters can be triggered by various factors,resulting in marked cholestasis.CASE SUMMARY We report two patients who experienced a severe episode of intrahepati... BACKGROUND Genetic disorders affecting hepatobiliary transporters can be triggered by various factors,resulting in marked cholestasis.CASE SUMMARY We report two patients who experienced a severe episode of intrahepatic cholestasis triggered by an acute hepatitis E virus infection.Following an extensive clinical examination that ruled out common causes of cholestatic liver damage,we conducted next-generation sequencing to determine the genetic profiles of the patients.The analysis revealed several known and unknown variants in genes associated with hepatobiliary transporters and bile salt regulation,including ATP8B1,ABCB11,ABCB4,MYO5B,and FXR.For a comprehensive understanding of the pathophysiology,we performed ClinVar analysis and utilized PolyPhen for bioinformatic prediction of functional impact.Both patients exhibited rapid symptom improvement and a decrease in hyperbilirubinemia when treated with either rifampicin or bezafibrate.CONCLUSION Our findings introduce hepatitis E viral infection as a novel trigger for intrahepatic cholestasis,and we categorize the significance of the various genetic variants based on the current state of research. 展开更多
关键词 Intrahepatic cholestasis Hepatitis E Next generation sequencing ATP8B1 Case report
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Mutational profile of a Saudi patient with Familial adenomatous polyposis that progressed to colon cancer:A case report
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作者 Ghada E Esheba Hala FM Kamel +4 位作者 Heba MK Youssef Hatoon FM Badawood Abdullah A Alshamrani Rehab J Alharbi Rami Nassir 《World Journal of Clinical Oncology》 2025年第8期250-255,共6页
BACKGROUND Familial adenomatous polyposis(FAP)is an autosomal dominant syndrome that results from a germline mutation in the adenomatous polyposis coli gene.It is characterized by the early development of hundreds of ... BACKGROUND Familial adenomatous polyposis(FAP)is an autosomal dominant syndrome that results from a germline mutation in the adenomatous polyposis coli gene.It is characterized by the early development of hundreds of adenomas in the colon during the second decade of life.If prophylactic colectomy is not performed,most patients eventually develop colorectal cancer(CRC).CASE SUMMARY We present the mutational profile of a case of FAP that progressed to CRC.A 45-year-old Saudi man presented with intestinal obstruction and underwent a total colectomy.The colon showed hundreds of polyps and two infiltrative ulcerative lesions,which proved to be adenocarcinoma according to histopathology.We performed next-generation sequencing and found mutations in the TP53,NRAS,EGFR PDGFR,MET,KIT,ERBB2,and GUSP genes.CONCLUSION To the best of our knowledge,this case report is the first to sheds the light on the mutation profile of FAP that progressed to CRC in Saudi Arabia. 展开更多
关键词 Adenomatous polyposis coli gene Familial adenomatous polyposis Colorectal cancer Germline mutation ADENOMA Next generation sequencing Case report
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Implementation of a Pediatric Oncology PrecisionMedicine Clinic to Personalize Approaches for Diagnosing and Treating Solid Tumors
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作者 Madeline Keane Natalia Wojciechowska +4 位作者 Lindsay Zumwalt Emilie Sandfeld Alejandra Dominguez Jason Wang Anish Ray 《Oncology Research》 2025年第8期1895-1908,共14页
Background:Precision medicine is an emerging approach for treating pediatric cancer due to its ability to target tumor-specific genetic drivers rather than provide broad and aggressive treatments.The study aimed to ou... Background:Precision medicine is an emerging approach for treating pediatric cancer due to its ability to target tumor-specific genetic drivers rather than provide broad and aggressive treatments.The study aimed to outline the establishment and impact of a Precision Medicine Clinic(PMC)in the setting of pediatric oncology,with the objective of offering targeted treatment options within the institution and creating a scalable model for adoption by other healthcare systems to achieve a wider impact.Methods:Recognizing this need for an individualized approach to treating patients,Cook Children’s Medical Center(CCMC)established a multidisciplinary molecular tumor board in 2019,followed by the launch of an official PMC in 2021.Before this,there was no dedicated place to discuss and evaluate genetic sequencing results.Results:In 2022 and 2023,the PMC discussed 69 patients with a wide variety of oncologic diagnoses.Through the clinic’s efforts,133 genetic variants across 101 genes have been identified,spanning oncogenic pathways related to cell cycling,DNA processing,and cell signaling.Of the sequenced patients,four have received targeted therapy according to recommendations from the PMC.Conclusion:While the PMC continues to evaluate patients and their long-term outcomes,the continually growing PMC at CCMC represents the beginning of the advancement of treating pediatric oncology patients through the interpretation of genetic sequencing results,making actionable targeted treatment recommendations,and continuing to follow the patient’s course of care over time.This additionally provides a framework for starting a PMC that can be adapted for specific clinical needs and implemented broadly. 展开更多
关键词 Precision medicine next generation sequencing(NGS) targeted therapies pediatric oncology
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A novel PIK3CD C896T mutation detected in bilateral sudden sensorineural hearing loss using next generation sequencing:An indication of primary immunodeficiency 被引量:4
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作者 Jing Zou Xiangqiang Duan +4 位作者 Guiliang Zheng Zhen Zhao Shiyue Chen Pu Dai Hongliang Zheng 《Journal of Otology》 CSCD 2016年第2期78-83,共6页
Objective:To investigate immune-related genetic background in bilateral sudden sensorineural hearing loss (SSNHL). Case report and methods: The case is a 45-year-old man presenting with a 7-year history of bilateral p... Objective:To investigate immune-related genetic background in bilateral sudden sensorineural hearing loss (SSNHL). Case report and methods: The case is a 45-year-old man presenting with a 7-year history of bilateral profound SSNHL. Blood biochemical testing demonstrated increased levels of total cholesterol (5.88 mmol/L). Tests for hepatitis B showed a positive antibody against the hepatitis B core antigen. Complement C3 was below the normal value, and complement C4 and IgG were in the lower range of normal values. CT images showed a normal inner ear and vestibular aqueduct but round window membranous ossification on both sides. A total number of 232 immune-associated genes were sequenced using the next generation sequencing technique. Results: Mutations were detected in 5 genes, including the phosphoinositide 3-kinase catalytic subunit delta (PIK3CD), caspase recruitment domain-containing protein 9 (CARD9), complement factor H-related (CFHR2), immunoglobulin lambda-like polypeptide 1 Protein (IGLL1), and transmembrane channel-like gene family 8 (TMC8). In the PIK3CD gene, a C896T substitute in exon 7 was detected. This mutation causes primary immunodeficiency and is an autosomal dominant disease. Conclusion: The PIK3CD C896T mutation responsible for primary immunodeficiency may contribute to the onset of bilateral SSNHL with subsequent rapid progression. 展开更多
关键词 Sudden sensorineural hearing loss IMMUNOLOGY GENETICS Next generation sequencing
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Current scenario of the genetic testing for rare neurological disorders exploiting next generation sequencing 被引量:3
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作者 Chiara Di Resta Giovanni Battista Pipitone +1 位作者 Paola Carrera Maurizio Ferrari 《Neural Regeneration Research》 SCIE CAS CSCD 2021年第3期475-481,共7页
Next generation sequencing is currently a cornerstone of genetic testing in routine diagnostics,allowing for the detection of sequence variants with so far unprecedented large scale,mainly in genetically heterogenous ... Next generation sequencing is currently a cornerstone of genetic testing in routine diagnostics,allowing for the detection of sequence variants with so far unprecedented large scale,mainly in genetically heterogenous diseases,such as neurological disorders.It is a fast-moving field,where new wet enrichment protocols and bioinformatics tools are constantly being developed to overcome initial limitations.Despite the as yet undiscussed advantages,however,there are still some challenges in data analysis and the interpretation of variants.In this review,we address the current state of next generation sequencing diagnostic testing for inherited human disorders,particularly giving an overview of the available high-throughput sequencing approaches;including targeted,whole-exome and whole-genome sequencing;and discussing the main critical aspects of the bioinformatic process,from raw data analysis to molecular diagnosis. 展开更多
关键词 clinical practice genetic testing NEUROGENESIS next generation sequencing sequencing approaches variant interpretation
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Next Generation Transcriptome Sequencing and Quantitative Real-Time PCR Technologies for Characterisation of the Bemisia tabaci Asia 1 mtCOI Phylogenetic Clade 被引量:2
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作者 Susan Seal Mitulkumar V Patel +2 位作者 Carl Collins John Colvin David Bailey 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2012年第2期281-292,共12页
A programme of functional genomics research is underway at the University of Greenwich,UK,to develop and apply genomics technologies to characterise an economically-important but under-researched Bemisia tabaci(Hemip... A programme of functional genomics research is underway at the University of Greenwich,UK,to develop and apply genomics technologies to characterise an economically-important but under-researched Bemisia tabaci(Hemiptera:Aleyrodidae),the Asia 1 mtCOI phylogenetic group.A comparison of this putative species from India with other important B.tabaci populations and insect species may provide targets for the development of more effective whitefly control strategies.As a first step,next-generation sequencing(NGS)has been used to survey the transcriptome of adult female whitefly,with high quality RNA preparations being used to generate cDNA libraries for NGS using the Roche 454 Titanium DNA sequencing platform.Contig assemblies constructed from the resultant sequences(301 094 reads)using the software program CLC Genomics Workbench generated 3 821 core contigs.Comparison of a selection of these contigs with related sequences from other B.tabaci genetic groups has revealed good alignment for some genes(e.g.,HSP90)but misassemblies in other datasets(e.g.,the vitellogenin gene family),highlighting the need for manual curation as well as collaborative international efforts to obtain accurate assemblies from the existing next generation sequence datasets.Nevertheless,data emerging from the NGS has facilitated the development of accurate and reliable methods for analysing gene expression based on quantitative real-time RT-PCR,illustrating the power of this approach to enable rapid expression analyses in an organism for which a complete genome sequence is currently lacking. 展开更多
关键词 Bemisia tabaci WHITEFLY TRANSCRIPTOME next generation sequencing quantitative real-time (QRT)-PCR Asia 1 mtCOI
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Fecal gene detection based on next generation sequencing for colorectal cancer diagnosis
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作者 Si-Yu He Ying-Chun Li +6 位作者 Yong Wang Hai-Lin Peng Cheng-Lin Zhou Chuan-Meng Zhang Sheng-Lan Chen Jian-Feng Yin Mei Lin 《World Journal of Gastroenterology》 SCIE CAS 2022年第25期2920-2936,共17页
BACKGROUND Colorectal cancer(CRC)is one of the most common malignancies worldwide.Given its insidious onset,the condition often already progresses to advanced stage when symptoms occur.Thus,early diagnosis is of great... BACKGROUND Colorectal cancer(CRC)is one of the most common malignancies worldwide.Given its insidious onset,the condition often already progresses to advanced stage when symptoms occur.Thus,early diagnosis is of great significance for timely clinical intervention,efficacy enhancement,and prognostic improvement.Featuring high throughput,fastness,and rich information,next generation sequencing(NGS)can greatly shorten the detection time,which is a widely used detection technique at present.AIM To screen specific genes or gene combinations in fecal DNA that are suitable for diagnosis and prognostic prediction of CRC,and to establish a technological platform for CRC screening,diagnosis,and efficacy monitoring through fecal DNA detection.METHODS NGS was used to sequence the stool DNA of patients with CRC,which were then compared with the genetic testing results of the stool samples of normal controls and patients with benign intestinal disease,as well as the tumor tissues of CRC patients.Specific genes or gene combinations in fecal DNA suitable for diagnosis and prognostic prediction of CRC were screened,and their significances in diagnosing CRC and predicting patients'prognosis were comprehensively evaluated.RESULTS High mutation frequencies of TP53,APC,and KRAS were detected in the stools and tumor tissues of CRC patients prior to surgery.Contrastively,no pathogenic mutations of the above three genes were noted in the postoperative stools,the normal controls,or the benign intestinal disease group.This indicates that tumor-specific DNA was detectable in the preoperative stools of CRC patients.The preoperative fecal expression of tumor-associated genes can reflect the gene mutations in tumor tissues to some extent.Compared to the postoperative stools and the stools in the two control groups,the pathogenic mutation frequencies of TP53 and KRAS were significantly higher for the preoperative stools(χ^(2)=7.328,P<0.05;χ^(2)=4.219,P<0.05),suggesting that fecal TP53 and KRAS genes can be used for CRC screening,diagnosis,and prognostic prediction.No significant difference in the pathogenic mutation frequency of the APC gene was found from the postoperative stools or the two control groups(χ^(2)=0.878,P>0.05),so further analysis with larger sample size is required.Among CRC patients,the pathogenic mutation sites of TP53 occurred in 16 of 27 preoperative stools,with a true positive rate of 59.26%,while the pathogenic mutation sites of KRAS occurred in 10 stools,with a true positive rate of 37.04%.The sensitivity and negative predictive values of the combined genetic testing of TP53 and KRAS were 66.67%(18/27)and 68.97%,respectively,both of which were higher than those of TP53 or KRAS mutation detection alone,suggesting that the combined genetic testing can improve the CRC detection rate.The mutation sites TP53 exon 4 A84G and EGFR exon 20 I821T(mutation start and stop positions were both 7579436 for the former,while 55249164 for the latter)were found in the preoperative stools and tumor tissues.These"undetected"mutation sites may be new types of mutations occurring during the CRC carcinogenesis and progression,which needs to be confirmed through further research.Some mutations of"unknown clinical significance"were found in such genes as TP53,PTEN,KRAS,BRAF,AKT1,and PIK3CA,whose clinical values is worthy of further exploration.CONCLUSION NGS-based fecal genetic testing can be used as a complementary technique for the CRC diagnosis.Fecal TP53 and KRAS can be used as specific genes for the screening,diagnosis,prognostic prediction,and recurrence monitoring of CRC.Moreover,the combined testing of TP53 and KRAS genes can improve the CRC detection rate. 展开更多
关键词 Colorectal cancer FECES Next generation sequencing DIAGNOSIS GENE
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Endoscopic ultrasound-guided fine-needle aspiration pancreatic adenocarcinoma samples yield adequate DNA for next-generation sequencing:A cohort analysis
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作者 Stefania Bunduc Bianca Varzaru +10 位作者 Razvan Andrei Iacob Andrei Sorop Ioana Manea Andreea Spiridon Raluca Chelaru Adina Emilia Croitoru Gabriel Becheanu Mona Dumbrava Simona Dima Irinel Popescu Cristian Gheorghe 《World Journal of Gastroenterology》 SCIE CAS 2023年第18期2864-2874,共11页
BACKGROUND Genetic tests are increasingly performed for the management of unresectable pancreatic cancer.For genotyping aimed samples current guidelines recommend using core specimens,although based on moderate qualit... BACKGROUND Genetic tests are increasingly performed for the management of unresectable pancreatic cancer.For genotyping aimed samples current guidelines recommend using core specimens,although based on moderate quality evidence.However,in clinical practice among the endoscopic ultrasound(EUS) guided tissue acquisition methods,fine needle aspiration(FNA) is the most widely performed.AIM To assess the adequacy for next generation sequencing(NGS) of the DNA yielded from EUS-FNA pancreatic adenocarcinoma(PDAC) samples.METHODS Between November 2018 and December 2021,105 patients with PDAC confirmed by EUS-FNA were included in the study at our tertiary gastroenterology center.Either 22 gauge(G) or 19G FNA needles were used.One pass was dedicated to DNA extraction.DNA concentration and purity(A260/280,A260/230) were assessed by spectrophotometry.We assessed the differences in DNA parameters according to needle size and tumor characteristics(size,location) and the adequacy of the extracted DNA for NGS(defined as A260/280 ≥ 1.7,and DNA yield:≥ 10 ng for amplicon based NGS,≥ 50 ng for whole exome sequencing [WES],≥ 100 ng for whole genome sequencing [WGS]) by analysis of variance and ttest respectively.Moreover,we compared DNA purity parameters across the different DNA yield categories.RESULTS Our cohort included 49% male patients,aged 67.02 ± 8.38 years.The 22G needle was used in 71%of the cases.The DNA parameters across our samples varied as follows:DNA yield:1289 ng(inter quartile range:534.75-3101),A260/280 = 1.85(1.79-1.86),A260/230 = 2.2(1.72-2.36).DNA yield was > 10 ng in all samples and > 100 ng in 93% of them(one sample < 50 ng).There were no significant differences in the concentration and A260/280 between samples by needle size.Needle size was the only independent predictor of A260/230 which was higher in the 22G samples(P =0.038).NGS adequacy rate was 90% for 19G samples regardless of NGS type,and for 22G samples it reached 89% for WGS adequacy and 91% for WES and amplicon based NGS.Samples with DNA yield > 100 ng had significantly higher A260/280(1.89 ± 0.32 vs 1.34 ± 0.42,P = 0.013).Tumor characteristics were not corelated with the DNA parameters.CONCLUSION EUS-FNA PDAC samples yield DNA adequate for subsequent NGS.DNA amount was similar between 22G and 19G FNA needles.DNA purity parameters may vary indirectly with needle size. 展开更多
关键词 Pancreatic adenocarcinoma Endoscopic ultrasound guided fine needle aspiration Next generation sequencing DNA yield Needle size Genetic testing
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A Complete and Accurate Short Sequence Alignment Algorithm for Repeats
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作者 Shuaibin Lian Tianliang Liu +2 位作者 Ke Gong Xinwu Chen Gang Zheng 《Journal of Biosciences and Medicines》 2016年第12期144-151,共8页
Eukaryotic genomes contain a significant fraction of repeats, which have very important biomedical function. Thus, aligning repeats from short sequences back to reference genome is the key step for further genome anal... Eukaryotic genomes contain a significant fraction of repeats, which have very important biomedical function. Thus, aligning repeats from short sequences back to reference genome is the key step for further genome analysis. Unfortunately, the current aligning algorithms performed poorly in distinguishing repeats and nonrepeats. To this end, we proposed a new algorithm, named HashRepAligner, to address this problem. Finally, the cross comparison with other algorithms was performed, and the results indicated that HashRepAligner outperformed other aligners in terms of the detecting repeats. 展开更多
关键词 sequence Alignment Next generation Sequencing Hash Index Repeats Detection
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Next generation sequencing in oral disease diagnostics
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作者 Gokul Sapna Sridharan Gokul 《World Journal of Stomatology》 2018年第2期6-10,共5页
DNA sequencing is the method of identifying the precise order of DNA nucleotides within a molecule. The information of DNA sequencing is of prime requisite for basic biological research as well as in various clinical ... DNA sequencing is the method of identifying the precise order of DNA nucleotides within a molecule. The information of DNA sequencing is of prime requisite for basic biological research as well as in various clinical specialties.They can be used to determine the individual genetic sequence, larger genetic regions, chromosomes as well as to sequence RNA and proteins. Since the first DNA sequencing in 1970s, there has been tremendous advancements in the technologies aimed to determine the entire human genome. The need for rapid and accurate sequencing of human genome has resulted in the introduction of next generation sequencing(NGS) technology. NGS refers to the secondgeneration DNA sequencing technologies where millions of DNA can be sequenced simultaneously. Some of the next gen sequencing methods employed are Roche/454 life science, Illumina/Solexa, SOLiD system and HeliScope.Application of NGS in decoding the genomic database of various oral diseases may possess therapeutic and prognostic value. This presentation provides an overview of the basics of NGS and their potential applications in oral disease diagnostics. 展开更多
关键词 Molecular diagnostics Next generation sequencing ILLUMINA Oral diseases Oral cancer
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A Multiplex PCR-Based Next-Generation Sequencing Approach Has Detected a Common Large Deletion in STS Gene in a Patient with X-Linked Ichthyosis
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作者 Francesco Calì Giuseppa Maria Luana Mandarà +7 位作者 Giuseppa Ruggeri Corrado Romano Valeria Chiavetta Alda Ragalmuto Roberto Salluzzo Valentino Romano Marilena Galati Tardanico Carmelo Schepis 《Journal of Biomedical Science and Engineering》 2016年第7期337-341,共5页
Several nuclear genes have been found to be linked to ichthyosis, and Next Generation Sequencing approach on panels of targeted genes has turned out to be particularly useful in analyzing diseases characterized by sig... Several nuclear genes have been found to be linked to ichthyosis, and Next Generation Sequencing approach on panels of targeted genes has turned out to be particularly useful in analyzing diseases characterized by significant genetic and phenotypic heterogeneity. We developed a panel of 26 genes to be screened with the Ion Personal Genome Machine (PGM) for causative mutations relating to ichthyosis. Sequencing runs were obtained from a patient with ichthyosis using the Ion Torrent PGM and then processed with Ion Torrent Suite, Variant Caller, Coverage Analysis and wANNOVER tools. No causative mutations were found using Variant Caller and wANNOVER softwares, whereas the “Coverage Analysis” tool revealed a common large deletion in STS gene in a patient with X-linked ichthyosis. Identification of indels in Next Generation Sequencing (NGS) data is a veritable challenge. This study demonstrates the efficacy and effectiveness of using NGS approach to detect large deletions without resorting to specific algorithms for “indel” detection. Our results indicate that the NGS panel is a useful, rapid and cost-effective screening test for patients whose features are suggestive of a genetic etiology involving one of the genes embedded in the panel. It is an excellent alternative to Sanger sequencing as for costs, ease of analysis, and turnaround time. 展开更多
关键词 X-Linked Ichthyosis STS Gene Next generation Sequencing Coverage Analysis
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Rapid identification of full-length genome and tracing variations of monkeypox virus in clinical specimens based on mNGS and amplicon sequencing 被引量:4
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作者 Changcheng Wu Ruhan A +17 位作者 Sheng Ye Fei Ye Weibang Huo Roujian Lu Yue Tang Jianwei Yang Xuehong Meng Yun Tang Shuang Chen Li Zhao Baoying Huang Zhongxian Zhang Yuda Chen Dongfang Li Wenling Wang Ke-jia Shan Jian Lu Wenjie Tan 《Virologica Sinica》 SCIE CAS CSCD 2024年第1期134-143,共10页
The monkeypox virus(MPXV)has triggered a current outbreak globally.Genome sequencing of MPXV and rapid tracing of genetic variants will benefit disease diagnosis and control.It is a significant challenge but necessary... The monkeypox virus(MPXV)has triggered a current outbreak globally.Genome sequencing of MPXV and rapid tracing of genetic variants will benefit disease diagnosis and control.It is a significant challenge but necessary to optimize the strategy and application of rapid full-length genome identification and to track variations of MPXV in clinical specimens with low viral loads,as it is one of the DNA viruses with the largest genome and the most AT-biased,and has a significant number of tandem repeats.Here we evaluated the performance of metagenomic and amplicon sequencing techniques,and three sequencing platforms in MPXV genome sequencing based on multiple clinical specimens of five mpox cases in Chinese mainland.We rapidly identified the full-length genome of MPXV with the assembly of accurate tandem repeats in multiple clinical specimens.Amplicon sequencing enables cost-effective and rapid sequencing of clinical specimens to obtain high-quality MPXV genomes.Third-generation sequencing facilitates the assembly of the terminal tandem repeat regions in the monkeypox virus genome and corrects a common misassembly in published sequences.Besides,several intra-host single nucleotide variations were identified in the first imported mpox case.This study offers an evaluation of various strategies aimed at identifying the complete genome of MPXV in clinical specimens.The findings of this study will significantly enhance the surveillance of MPXV. 展开更多
关键词 Monkeypox virus(MPXV) METAGENOMIC Next generation sequencing AMPLICON Third-generation sequencing
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Early adenocarcinoma mixed with a neuroendocrine carcinoma component arising in the gastroesophageal junction: A case report 被引量:1
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作者 Yu-Qing Cheng Geng-Fang Wang +3 位作者 Xiao-Li Zhou Min Lin Xin-Wen Zhang Qin Huang 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第2期563-570,共8页
BACKGROUND Early adenocarcinoma mixed with a neuroendocrine carcinoma(NEC)component arising in the gastroesophageal junctional(GEJ)region is rare and even rarer in young patients.Here,we report such a case in a 29-yea... BACKGROUND Early adenocarcinoma mixed with a neuroendocrine carcinoma(NEC)component arising in the gastroesophageal junctional(GEJ)region is rare and even rarer in young patients.Here,we report such a case in a 29-year-old Chinese man.CASE SUMMARY This patient presented to our hospital with a 3-mo history of dysphagia and regurgitation.Upper endoscopy revealed an elevated nodule in the distal esophagus 1.6 cm above the GEJ line,without Barrett’s esophagus or involvement of the gastric cardia.The nodule was completely resected by endoscopic submu-cosal dissection(ESD).Pathological examination confirmed diagnosis of intra-mucosal adenocarcinoma mixed with an NEC component,measuring 1.5 cm.Immunohistochemically,both adenocarcinoma and NEC components were positive for P53 with a Ki67 index of 90%;NEC was positive for synaptophysin and chromogranin.Next-generation sequencing of 196 genes demonstrated a novel germline mutation of the ERCC3 gene in the DNA repair pathway and a germline mutation of the RNF43 gene,a common gastric cancer driver gene,in addition to pathogenic somatic mutations in P53 and CHEK2 genes.The patient was alive without evidence of the disease 36 mo after ESD.CONCLUSION Early adenocarcinoma with an NEC component arising in the distal esophageal side of the GEJ region showed evidence of gastric origin. 展开更多
关键词 ADENOCARCINOMA Neuroendocrine carcinoma Gastroesophageal junction Next generation sequencing Case report
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Monogenic diabetes in children:An underdiagnosed and poorly managed clinical dilemma
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作者 Saptarshi Bhattacharya Joseph M Pappachan 《World Journal of Diabetes》 SCIE 2024年第6期1051-1059,共9页
Monogenic diabetes,constituting 1%-2%of global diabetes cases,arises from single gene defects with distinctive inheritance patterns.Despite over 50 associated genetic disorders,accurate diagnoses and management of mon... Monogenic diabetes,constituting 1%-2%of global diabetes cases,arises from single gene defects with distinctive inheritance patterns.Despite over 50 associated genetic disorders,accurate diagnoses and management of monogenic diabetes remain inadequate,underscoring insufficient clinician awareness.The disease spectrum encompasses maturity-onset diabetes of the young(MODY),characterized by distinct genetic mutations affecting insulin secretion,and neonatal diabetes mellitus(NDM)-a heterogeneous group of severe hyperglycemic disorders in infants.Mitochondrial diabetes,autoimmune monogenic diabetes,genetic insulin resistance and lipodystrophy syndromes further diversify the monogenic diabetes landscape.A tailored approach based on phenotypic and biochemical factors to identify candidates for genetic screening is recommended for suspected cases of MODY.NDM diagnosis warrants immediate molecular genetic testing for infants under six months.Identifying these genetic defects presents a unique opportunity for precision medicine.Ongoing research aimed to develop cost-effective genetic testing methods and gene-based therapy can facilitate appropriate identification and optimize clinical outcomes.Identification and study of new genes offer a valuable opportunity to gain deeper insights into pancreatic cell biology and the pathogenic mechanisms underlying common forms of diabetes.The clinical review published in the recent issue of World Journal of Diabetes is such an attempt to fill-in our knowledge gap about this enigmatic disease. 展开更多
关键词 Monogenic diabetes Maturity-onset diabetes of the young Neonatal diabetes Mitochondrial diabetes Insulin resistance syndromes Genetic testing Next generation sequencing
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