4,894 results on '"Nanopore sequencing"'
Search Results
2. Rapid sequencing and identification for 18-STRs long amplicon panel using portable devices and nanopore sequencer
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Zhang, Jiarong, Yang, Tingting, Xie, Zihan, Ren, Zilin, Shi, Linyu, Yan, Jiang-wei, and Ni, Ming
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- 2025
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3. Analyses of multicopy insertions and unintended responses to drought stress in dual Bt gene transgenic poplar
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Wu, Jianghao, Chen, Xinghao, Wang, Shijie, Yang, Kaiyu, Long, Lianxiang, Jiang, Min, Wang, Jinmao, and Yang, Minsheng
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- 2025
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4. The promising role of nanopore sequencing in cancer diagnostics and treatment
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Su, Xinming, Lin, Qingyuan, Liu, Bin, Zhou, Chuntao, Lu, Liuyi, Lin, Zihao, Si, Jiahua, Ding, Yuemin, and Duan, Shiwei
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- 2025
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5. A cross-sectional survey of Blastocystis sp. and Dientamoeba fragilis in non-human primates and their caregivers in Czech zoos
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Šejnohová, Anna, Koutenská, Monika, Jirků, Milan, Brožová, Kristýna, Pavlíčková, Zuzana, Kadlecová, Oldřiška, Cinek, Ondřej, Maloney, Jenny G., Santín, Mónica, Petrželková, Klára J., and Jirků, Kateřina
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- 2024
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6. BaseNet: A transformer-based toolkit for nanopore sequencing signal decoding
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Li, Qingwen, Sun, Chen, Wang, Daqian, and Lou, Jizhong
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- 2024
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7. Detection of PhoP-mediated colistin resistance in Gram-negative bacteria without mcr genes in human population in the Ho Municipality, Ghana
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Osisiogu, Emmanuel U., Singh, Bhavana, Feglo, Patrick K., and Duedu, Kwabena O.
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- 2024
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8. Implications of m5C modifications in ribosomal proteins on oxidative stress, metabolic reprogramming, and immune responses in patients with mid-to-late-stage head and neck squamous cell carcinoma: Insights from nanopore sequencing
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Lin, Gongbiao, Cai, Haoxi, Hong, Yihong, Yao, Min, Ye, Weiwei, Li, Wenzhi, Liang, Wentao, Feng, Shiqiang, Lv, Yunxia, Ye, Hui, Cai, Chengfu, and Cai, Gengming
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- 2024
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9. Hybrid sequencing discloses unique aspects of the transcriptomic architecture in equid alphaherpesvirus 1
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Tombácz, Dóra, Torma, Gábor, Gulyás, Gábor, Fülöp, Ádám, Dörmő, Ákos, Prazsák, István, Csabai, Zsolt, Mizik, Máté, Hornyák, Ákos, Zádori, Zoltán, Kakuk, Balázs, and Boldogkői, Zsolt
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- 2023
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10. Nanopore-based metagenomic analysis of the impact of nanoparticles on soil microbial communities
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Chavan, Sangeeta, Sarangdhar, Vishwas, and Vigneshwaran, Nadanathangam
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- 2022
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11. Genome sequences of antimicrobial-resistant Campylobacter coli and Campylobacter jejuni, isolated from poultry in Ukraine.
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Halka, Ihor, Shchur, Natalia, Bortz, Eric, Mandyhra, Svitlana, Nedosekov, Vitalii, Katsaraba, Orest, Goodfellow, Ian, Drown, Devin, and Kovalenko, Ganna
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AMR ,Campylobacter coli ,Campylobacter jejuni ,Ukraine ,genome analysis ,nanopore sequencing - Abstract
Genomes of a Campylobacter coli OR12-like strain ChP2023 (1,713,995 bp) isolated from broiler chicken and Campylobacter jejuni subsp. jejuni NCTC 11168R-like strain KF2023 (1,729,995 bp) isolated from turkey, from poultry production facilities in Ukraine in 2023, were sequenced using Oxford Nanopore Technologies. Both genomes included antibiotic resistance genes and other virulence factors.
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- 2024
12. Wet–dry cycles cause nucleic acid monomers to polymerize into long chains
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Song, Xiaowei, Simonis, Povilas, Deamer, David, and Zare, Richard N
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Chemical Sciences ,Physical Chemistry ,Polymerization ,Nucleic Acids ,Water ,Polymers ,Hot Springs ,Oligomerization ,nucleic acids ,nanopore sequencing ,wet- dry cycles ,prebiotic chemistry ,wet-dry cycles - Abstract
The key first step in the oligomerization of monomers is to find an initiator, which is usually done by thermolysis or photolysis. We present a markedly different approach that initiates acid-catalyzed polymerization at the surface of water films or water droplets, which is the reactive phase during a wet-dry cycle in freshwater hot springs associated with subaerial volcanic landmasses. We apply this method to the oligomerization of different nucleic acids, a topic relevant to how it might be possible to go from simple nucleic acid monomers to long-chain polymers, a key step in forming the building blocks of life. It has long been known that dehydration at elevated temperatures can drive the synthesis of ester and peptide bonds, but this reaction has typically been carried out by incubating dry monomers at elevated temperatures. We report that single or multiple cycles of wetting and drying link mononucleotides by forming phosphodiester bonds. Mass spectrometric analysis reveals uridine monophosphate oligomers up to 53 nucleotides, with an abundance of 35 and 43 nt in length. Long-chain oligomers are also observed for thymidine monophosphate, adenosine monophosphate, and deoxyadenosine monophosphate after exposure to a few wet-dry cycles. Nanopore sequencing confirms that long linear chains are formed. Enzyme digestion shows that the linkage is the phosphodiester bond, which is further confirmed by 31P NMR and Fourier transform infrared spectroscopy. This suggests that nucleic acid oligomers were likely to be present on early Earth in a steady state of synthesis and hydrolysis.
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- 2024
13. Mapping protein–DNA interactions with DiMeLo-seq
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Maslan, Annie, Altemose, Nicolas, Marcus, Jeremy, Mishra, Reet, Brennan, Lucy D, Sundararajan, Kousik, Karpen, Gary, Straight, Aaron F, and Streets, Aaron
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Biological Sciences ,Bioinformatics and Computational Biology ,Genetics ,Biotechnology ,Human Genome ,Nanotechnology ,Bioengineering ,2.1 Biological and endogenous factors ,Generic health relevance ,Humans ,DNA ,DNA Methylation ,High-Throughput Nucleotide Sequencing ,Nanopore Sequencing ,Protein Binding ,Sequence Analysis ,DNA ,Chemical Sciences ,Medical and Health Sciences ,Bioinformatics - Abstract
We recently developed directed methylation with long-read sequencing (DiMeLo-seq) to map protein-DNA interactions genome wide. DiMeLo-seq is capable of mapping multiple interaction sites on single DNA molecules, profiling protein binding in the context of endogenous DNA methylation, identifying haplotype-specific protein-DNA interactions and mapping protein-DNA interactions in repetitive regions of the genome that are difficult to study with short-read methods. With DiMeLo-seq, adenines in the vicinity of a protein of interest are methylated in situ by tethering the Hia5 methyltransferase to an antibody using protein A. Protein-DNA interactions are then detected by direct readout of adenine methylation with long-read, single-molecule DNA sequencing platforms such as Nanopore sequencing. Here we present a detailed protocol and practical guidance for performing DiMeLo-seq. This protocol can be run on nuclei from fresh, lightly fixed or frozen cells. The protocol requires 1-2 d for performing in situ targeted methylation, 1-5 d for library preparation depending on desired fragment length and 1-3 d for Nanopore sequencing depending on desired sequencing depth. The protocol requires basic molecular biology skills and equipment, as well as access to a Nanopore sequencer. We also provide a Python package, dimelo, for analysis of DiMeLo-seq data.
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- 2024
14. LongTR: genome-wide profiling of genetic variation at tandem repeats from long reads.
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Ziaei Jam, Helyaneh, Zook, Justin, Javadzadeh, Sara, Park, Jonghun, Sehgal, Aarushi, and Gymrek, Melissa
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Long reads ,Microsatellites ,Tandem repeats ,Humans ,Tandem Repeat Sequences ,Genome ,Human ,Genetic Variation ,Software ,Sequence Analysis ,DNA ,High-Throughput Nucleotide Sequencing ,Nanopore Sequencing - Abstract
Tandem repeats are frequent across the human genome, and variation in repeat length has been linked to a variety of traits. Recent improvements in long read sequencing technologies have the potential to greatly improve tandem repeat analysis, especially for long or complex repeats. Here, we introduce LongTR, which accurately genotypes tandem repeats from high-fidelity long reads available from both PacBio and Oxford Nanopore Technologies. LongTR is freely available at https://github.com/gymrek-lab/longtr and https://zenodo.org/doi/10.5281/zenodo.11403979 .
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- 2024
15. Harnessing ferroptosis for precision oncology: challenges and prospects.
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Fernández-Acosta, Roberto, Vintea, Iuliana, Koeken, Ine, Hassannia, Behrouz, and Vanden Berghe, Tom
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MEDICAL sciences , *LIFE sciences , *CELL-free DNA , *CYTOLOGY , *CELL death - Abstract
The discovery of diverse molecular mechanisms of regulated cell death has opened new avenues for cancer therapy. Ferroptosis, a unique form of cell death driven by iron-catalyzed peroxidation of membrane phospholipids, holds particular promise for targeting resistant cancer types. This review critically examines current literature on ferroptosis, focusing on its defining features and therapeutic potential. We discuss how molecular profiling of tumors and liquid biopsies can generate extensive multi-omics datasets, which can be leveraged through machine learning-based analytical approaches for patient stratification. Addressing these challenges is essential for advancing the clinical integration of ferroptosis-driven treatments in cancer care. [ABSTRACT FROM AUTHOR]
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- 2025
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16. Comprehensive landscape and oncogenic role of extrachromosomal circular DNA in malignant biliary strictures.
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Cheng, Zhuo, Luo, Xuanmei, Liu, Wenzheng, Lu, Xiaofang, Chang, Hong, Wang, Yingchun, Zheng, Wei, Yan, Xiue, and Huang, Yonghui
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EXTRACHROMOSOMAL DNA , *CIRCULAR DNA , *MEDICAL sciences , *GENE expression , *CANCER genes - Abstract
Background: Extrachromosomal circular DNA (eccDNA) is crucial for carcinogenesis and bile has direct contact with malignant biliary strictures, yet eccDNA features in bile and its function in malignant biliary strictures remain underexplored. Results: We observed the widespread presence of eccDNA in bile and systematically profiled the landscape of bile cell-free eccDNA (bcf-eccDNA). For functional exploration, a simple and efficient workflow was designed to synthesize large eccDNA particularly containing multiple regions. Compared with the noncancer group, bcf-eccDNAs in the cancer group had different origins and larger sizes with six characteristic peaks. These peaks were also identified in the validation cohort (100%). There were more bcf-eccDNA carrying LINC00598 or CELF2 in malignant biliary strictures, showing potential diagnostic performance in training and validation cohorts (all AUCs > 0.9). Bcf-eccDNAs carried cancer-related mutations, which could guide treatment. EccDNA carrying miR-106a/363 cluster or miR-374b/421 cluster were proven to regulate cancer gene expression, accelerate tumor proliferation, and inhibit tumor apoptosis. Conclusions: This study profiles a comprehensive bcf-eccDNA landscape in patients with biliary strictures and offers valuable insights into eccDNA's role in bile liquid biopsy and carcinogenesis. [ABSTRACT FROM AUTHOR]
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- 2025
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17. Clinical performance of real-time nanopore metagenomic sequencing for rapid identification of bacterial pathogens in cerebrospinal fluid: a pilot study.
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Sung, Yoon Hyun, Ju, Yong Kuk, Lee, Hak Jun, Park, Seung Min, Suh, Jin Woong, Kim, Jeong Yeon, Sohn, Jang Wook, and Yoon, Young Kyung
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BACTERIAL cultures , *BACTERIAL meningitis , *CEREBROSPINAL fluid , *POLYMERASE chain reaction , *NUCLEOTIDE sequencing - Abstract
This study aimed to evaluate the usefulness of amplicon-based real-time metagenomic sequencing applied to cerebrospinal fluid (CSF) for identifying the causative agents of bacterial meningitis. We conducted a 16S rRNA amplicon sequencing using a nanopore-based platform, alongside routine polymerase chain reaction (PCR) testing or bacterial culture, to compare its clinical performance in pathogen detection on CSF samples. Among 17 patients, nanopore-based sequencing, multiplex PCR, and bacterial culture detected potential bacterial pathogens in 47.1%, 0%, and 47.1% samples, respectively. Nanopore-based sequencing demonstrated a sensitivity of 50.0%, specificity of 55.6%, positive predictive value of 50.0%, negative predictive value of 55.6%, and overall accuracy of 47.1%, compared to the gold standard method for bacterial culture. In 44.4% (4/9) of culture-negative cases, nanopore-based sequencing detected potentially causative pathogens, whereas four (23.5%) patients were positive only in culture. Using nanopore-based sequencing alongside bacterial culture increased the positivity rate from 47.1 to 70.6%. However, these values may be overestimated due to challenges in distinguishing significant pathogens from background noise. Meanwhile, the bioinformatics module in EPI2ME reduced the turn-around time to 10 min. Nanopore-based metagenomic sequencing is expected to serve as a complementary tool for pathogen detection in CSF samples by facilitating rapid and accurate diagnosis. [ABSTRACT FROM AUTHOR]
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- 2025
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18. Nanopore-based random genomic sampling for intraoperative molecular diagnosis.
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Emiliani, Francesco E., Ismail, Abdol Aziz Ould, Hughes, Edward G., Tsongalis, Gregory J., Zanazzi, George J., and Lin, Chun-Chieh
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MEDICAL sciences , *BRAIN tumors , *MEDICAL genetics , *TUMOR classification ,CENTRAL nervous system tumors - Abstract
Background: Central nervous system tumors are among the most lethal types of cancer. A critical factor for tailored neurosurgical resection strategies depends on specific tumor types. However, it is uncommon to have a preoperative tumor diagnosis, and intraoperative morphology-based diagnosis remains challenging. Despite recent advances in intraoperative methylation classifications of brain tumors, accuracy may be compromised by low tumor purity. Copy number variations (CNVs), which are almost ubiquitous in cancer, offer highly sensitive molecular biomarkers for diagnosis. These quantitative genomic alterations provide insight into dysregulated oncogenic pathways and can reveal potential targets for molecular therapies. Methods: We develop iSCORED, a one-step random genomic DNA reconstruction method that enables efficient, unbiased quantification of genome-wide CNVs. By concatenating multiple genomic fragments into long reads, the method leverages low-pass sequencing to generate approximately 1–2 million genomic fragments within 1 h. This approach allows for ultrafast high-resolution CNV analysis at a genomic resolution of 50 kb. In addition, concurrent methylation profiling enables brain tumor methylation classification and identifies promoter methylation in amplified oncogenes, providing an integrated diagnostic approach. Results: In our retrospective cohort of 26 malignant brain tumors, iSCORED demonstrated 100% concordance in CNV detection, including chromosomal alterations and oncogene amplifications, when compared to clinically validated assays such as Next-Generation Sequencing and Chromosomal Microarray. Furthermore, we validated iSCORED's real-time applicability in 15 diagnostically challenging primary brain tumors, achieving 100% concordance in detecting aberrant CNV detection, including diagnostic chromosomal gains/losses and oncogene amplifications (10/10). Of these, 14 out of 15 brain tumor methylation classifications aligned with final pathological diagnoses. This streamlined workflow—from tissue arrival to automatic generation of CNV and methylation reports—can be completed within 105 min. Conclusions: The iSCORED pipeline represents the first method capable of high-resolution CNV detection within the intraoperative timeframe. By combining CNV detection and methylation classification, iSCORED provides a rapid and comprehensive molecular diagnostic tool that can inform rapid clinical decision. The integrated approach not only enhances the accuracy of tumor diagnosis but also optimizes surgical planning and identifies potential molecular therapies, all within the critical intraoperative timeframe. [ABSTRACT FROM AUTHOR]
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- 2025
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19. Diagnostic value of third-generation nanopore sequencing in extrapulmonary tuberculosis.
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Song, Chang, Zhao, Chunyan, Lin, Yanrong, Nong, Yingxing, Huang, Aichun, Xi, Shaoyong, Wei, Xiaoying, Zeng, Chunmei, Yang, Shixiong, and Zhu, Qingdong
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EXTRAPULMONARY tuberculosis ,RECEIVER operating characteristic curves ,MEDICAL microbiology ,DNA - Abstract
Background: This study aimed to explore the accuracy of third-generation nanopore sequencing to diagnose extrapulmonary tuberculosis (EPTB). Methods: Samples were collected from the lesions of 67 patients with suspected EPTB admitted between April 2022 and August 2023. Nanopore sequencing, acid-fast bacilli (AFB) staining, DNA testing, and X-pert and mycobacterial cultures were performed. The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and area under the receiver operating characteristic curve (AUC) were calculated for different diagnostic methods, and their diagnostic accuracies were compared. Results: Nanopore sequencing demonstrated the highest correct diagnosis rate among 50 positive EPTB cases, independently diagnosing 19 positive cases missed by conventional methods. Its sensitivity (62.00%), specificity (94.10%), PPV (96.90%), NPV (45.70%) and AUC (0.781, 95% CI: 0.67–0.89) were superior to those of conventional methods, such as AFB staining, DNA testing, X-pert, and solid culture, indicating its significantly efficient advantage in EPTB detection. Conclusion: Nanopore sequencing technology significantly outperforms conventional methods such as AFB staining, DNA testing, X-pert, and mycobacterial culture to diagnose EPTB, promising to improve the diagnosis of EPTB. [ABSTRACT FROM AUTHOR]
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- 2025
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20. Clinical evaluation of long-read sequencing-based episignature detection in developmental disorders.
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Geysens, Mathilde, Huremagic, Benjamin, Souche, Erika, Breckpot, Jeroen, Devriendt, Koenraad, Peeters, Hilde, Van Buggenhout, Griet, Van Esch, Hilde, Van Den Bogaert, Kris, and Vermeesch, Joris Robert
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SINGLE nucleotide polymorphisms , *WHOLE genome sequencing , *SUPPORT vector machines , *DEVELOPMENTAL genetics , *LIFE sciences - Abstract
Background: A subset of developmental disorders (DD) is characterized by disease-specific genome-wide methylation changes. These episignatures inform on the underlying pathogenic mechanisms and can be used to assess the pathogenicity of genomic variants as well as confirm clinical diagnoses. Currently, the detection of these episignature requires the use of indirect methylation profiling methodologies. We hypothesized that long-read whole genome sequencing would not only enable the detection of single nucleotide variants and structural variants but also episignatures. Methods: Genome-wide nanopore sequencing was performed in 40 controls and 20 patients with confirmed or suspected episignature-associated DD, representing 13 distinct diseases. Following genomic variant and methylome calling, hierarchical clustering and dimensional reduction were used to determine the compatibility with microarray-based episignatures. Subsequently, we developed a support vector machine (SVM) for the detection of each DD. Results: Nanopore sequencing-based methylome patterns were concordant with microarray-based episignatures. Our SVM-based classifier identified the episignatures in 17/19 patients with a (likely) pathogenic variant and none of the controls. The remaining patients in which no episignature was identified were also classified as controls by a commercial microarray assay. In addition, we identified all underlying pathogenic single nucleotide and structural variants and showed haplotype-aware skewed X-inactivation evaluation directs clinical interpretation. Conclusion: This proof-of-concept study demonstrates nanopore sequencing enables episignature detection. In addition, concurrent haplotyped genomic and epigenomic analyses leverage simultaneous detection of single nucleotide/structural variants, X-inactivation, and imprinting, consolidating a multi-step sequential process into a single diagnostic assay. [ABSTRACT FROM AUTHOR]
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- 2025
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21. Identification of a cryptic unbalanced translocation Der(22)t(12;22)(q24.33;q13.33) in a large Chinese family with Phelan-McDermid syndrome by nanopore sequencing
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Xingwu Wu, Qiang Xu, Ge Chen, Jialyv Huang, Yanying Zhong, Lifeng Tian, Qiongfang Wu, and Jia Chen
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Phelan-McDermid syndrome ,Nanopore sequencing ,Cryptic balanced translocation ,22q13.33 deletion ,Medicine ,Science - Abstract
Abstract To explore the genetic cause of a four-generation severe intellectual disability in a Chinese family using nanopore sequencing and to provide genetic counseling and reproductive guidance for family members. Multiple genetic analyses of the proband and family members were performed, including chromosome karyotype analysis, whole exome sequencing, nanopore sequencing, PCR amplification, and Sanger sequencing. The results of G-binding karyotyping, CGG repeats for FMR1, GGC repeats for NOTCH2NCL, and trio-whole-exome sequencing were negative for the proband and his parents. Nanopore sequencing showed that the proband carried 12q24.33 microduplication (3.26 Mb) and 22q13.33 microdeletion (1.5 Mb). According to the guidelines of the American Society for Medical Genetics and Genomics (ACMG), the 22q13.33 microdeletion was classified as pathogenic, whereas the 12q24.33 microduplication was classified as a variant of uncertain significance (VUS). The precise karyotype and location of chromosomal breakpoints in the patient and family members were determined through PCR. According to the results of Sanger sequencing, a cryptic balanced translocation was detected in the proband’s father. Additionally, informative SNPs were identified near the breakpoints for preimplantation genetic testing for structure rearrangement (PGT-SR) treatment by nanopore sequencing. We identified a cryptic unbalanced translocation in a large Chinese family with Phelan-McDermid syndrome (22q13.33 deletion syndrome) by nanopore sequencing. Nanopore sequencing can be a powerful tool for the genetic diagnosis of unexplained intellectual disability and the detection of precise breakpoints of chromosomal rearrangement in PGT-SR treatment.
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- 2025
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22. Phased nanopore assembly with Shasta and modular graph phasing with GFAse
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Lorig-Roach, Ryan, Meredith, Melissa, Monlong, Jean, Jain, Miten, Olsen, Hugh E, McNulty, Brandy, Porubsky, David, Montague, Tessa G, Lucas, Julian K, Condon, Chris, Eizenga, Jordan M, Juul, Sissel, McKenzie, Sean K, Simmonds, Sara E, Park, Jimin, Asri, Mobin, Koren, Sergey, Eichler, Evan E, Axel, Richard, Martin, Bruce, Carnevali, Paolo, Miga, Karen H, and Paten, Benedict
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Biological Sciences ,Bioinformatics and Computational Biology ,Genetics ,Nanotechnology ,Bioengineering ,Human Genome ,Biotechnology ,1.1 Normal biological development and functioning ,Generic health relevance ,Humans ,Nanopores ,Sequence Analysis ,DNA ,Nanopore Sequencing ,High-Throughput Nucleotide Sequencing ,Software ,Genomics ,Medical and Health Sciences ,Bioinformatics - Abstract
Reference-free genome phasing is vital for understanding allele inheritance and the impact of single-molecule DNA variation on phenotypes. To achieve thorough phasing across homozygous or repetitive regions of the genome, long-read sequencing technologies are often used to perform phased de novo assembly. As a step toward reducing the cost and complexity of this type of analysis, we describe new methods for accurately phasing Oxford Nanopore Technologies (ONT) sequence data with the Shasta genome assembler and a modular tool for extending phasing to the chromosome scale called GFAse. We test using new variants of ONT PromethION sequencing, including those using proximity ligation, and show that newer, higher accuracy ONT reads substantially improve assembly quality.
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- 2024
23. Potential of nanopore sequencing for tuberculosis diagnosis and drug resistance detection
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Fei Ren, JinBao Ma, LiYun Dang, AiFang Li, GuoLian Zhao, Yun Qi, You Xu, Han Yang, and JianYing Li
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Mycobacterium ,Tuberculosis ,TB ,Nanopore sequencing ,Drug-resistance genes ,Comparative study ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Objectives This study evaluates the effectiveness of nanopore sequencing for accurate detection of Mycobacterium tuberculosis pathogens and drug resistance mutations in clinical specimens. Methods A retrospective analysis of 2,421 specimens from suspected tuberculosis patients admitted to Xi’an Chest Hospital from 2022 to 2023 was conducted, with 131 specimens undergoing via real-time, fluorescence-based quantitative Polymerase Chain Reaction (qPCR), simultaneous amplification and testing RNA (RNA), Mycobacterium culture, Mycobacterium smear, and nanopore sequencing. Employing clinical tuberculosis diagnoses as the gold standard, sensitivity, specificity, positive predictive value, negative predictive value, concordance rate, and Kappa coefficient were measured for the five detection techniques. We compared nanopore sequencing with the Melting Curve method to detect drug-resistant gene mutations. Results Nanopore sequencing has a significantly higher sensitivity (0.786) for tuberculosis diagnosis compared to qPCR (0.411), RNA (0.411), Mycobacterium culture (0.402), and Mycobacterium smear (0.241), against the gold-standard clinical diagnosis. It also exhibited a greater concordance rate (0.809) and Kappa coefficient (0.488), and outperformed the other methods in terms of the area under the ROC curve. Nanopore sequencing surpassed the Melting Curve method in identifying drug-resistant mutations. Conclusion Nanopore sequencing significantly enhances the detection of tuberculosis pathogens and drug-resistant genes.
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- 2024
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24. Nanopore sequencing as a novel method of characterising anorexia nervosa risk loci
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Natasha Berthold, Silvana Gaudieri, Sean Hood, Monika Tschochner, Allison L. Miller, Jennifer Jordan, Laura M. Thornton, Cynthia M. Bulik, Patrick Anthony Akkari, and Martin A. Kennedy
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Eating disorders ,Psychiatric genetics ,Anorexia nervosa risk loci ,Structural variants ,Transposable elements ,Nanopore sequencing ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Anorexia nervosa (AN) is a polygenic, severe metabopsychiatric disorder with poorly understood aetiology. Eight significant loci have been identified by genome-wide association studies (GWAS) and single nucleotide polymorphism (SNP)-based heritability was estimated to be ~ 11–17, yet causal variants remain elusive. It is therefore important to define the full spectrum of genetic variants in the wider regions surrounding these significantly associated loci. The hypothesis we evaluate here is that unrecognised or relatively unexplored variants in these regions exist and are promising targets for future functional analyses. To test this hypothesis, we implemented a novel approach with targeted nanopore sequencing (Oxford Nanopore Technologies) for 200 kb regions centred on each of the eight AN-associated loci in 10 AN case samples. Our bioinformatics pipeline entailed base-calling and alignment with Dorado and minimap2 software, followed by variant calling with four separate tools, Sniffles2, Clair3, Straglr, and NanoVar. We then leveraged publicly available databases to characterise these loci in putative functional context and prioritise a subset of potentially relevant variants. Results Targeted nanopore sequencing effectively enriched the target regions (average coverage 14.64x). To test our hypothesis, we curated a list of 20 prioritised variants in non-coding regions, poorly represented in the current human reference genome but that may have functional consequences in AN pathology. Notably, we identified a polymorphic SINE-VNTR-Alu like sub-family D element (SVA-D), intergenic with IP6K2 and PRKAR2A, and a poly-T short tandem repeat (STR) in the 3ʹUTR of FOXP1. Conclusions Our results highlight the potential of targeted nanopore sequencing for characterising poorly resolved or complex variation, which may be initially obscured in risk-associated regions detected by GWAS. Some of the variants identified in this way, such as the polymorphic SVA-D and poly-T STR, could contribute to mechanisms of phenotypic risk, through regulation of several neighbouring genes implicated in AN biology, and affect post-transcriptional processing of FOXP1, respectively. This exploratory investigation was not powered to detect functional effects, however, the variants we observed using this method are poorly represented in the current human reference genome and accompanying databases, and further examination of these may provide new opportunities for improved understanding of genetic risk mechanisms of AN.
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- 2024
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25. Shedding light on DNA methylation and its clinical implications: the impact of long-read-based nanopore technology
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Alexandra Chera, Mircea Stancu-Cretu, Nicolae Radu Zabet, and Octavian Bucur
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Nanopore sequencing ,Long-read sequencing ,DNA methylation ,Epigenomics ,Methylome ,Genetics ,QH426-470 - Abstract
Abstract DNA methylation is an essential epigenetic mechanism for regulation of gene expression, through which many physiological (X-chromosome inactivation, genetic imprinting, chromatin structure and miRNA regulation, genome defense, silencing of transposable elements) and pathological processes (cancer and repetitive sequences-associated diseases) are regulated. Nanopore sequencing has emerged as a novel technique that can analyze long strands of DNA (long-read sequencing) without chemically treating the DNA. Interestingly, nanopore sequencing can also extract epigenetic status of the nucleotides (including both 5-Methylcytosine and 5-hydroxyMethylcytosine), and a large variety of bioinformatic tools have been developed for improving its detection properties. Out of all genomic regions, long read sequencing provides advantages in studying repetitive elements, which are difficult to characterize through other sequencing methods. Transposable elements are repetitive regions of the genome that are silenced and usually display high levels of DNA methylation. Their demethylation and activation have been observed in many cancers. Due to their repetitive nature, it is challenging to accurately estimate DNA methylation levels within transposable elements using short sequencing technologies. The advantage to sequence native DNA (without PCR amplification biases or harsh bisulfite treatment) and long and ultra long reads coupled with epigenetic states of the DNA allows to accurately estimate DNA methylation levels in transposable elements. This is a big step forward for epigenomic studies, and unsolved questions regarding gene expression and transposable elements silencing through DNA methylation can now be answered.
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- 2024
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26. Comprehensive pathogen identification and antimicrobial resistance prediction from positive blood cultures using nanopore sequencing technology
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Po-Yu Liu, Han-Chieh Wu, Ying-Lan Li, Hung-Wei Cheng, Ci-Hong Liou, Feng-Jui Chen, and Yu-Chieh Liao
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Pathogen identification ,Antimicrobial resistance prediction ,Positive blood cultures ,Real-time ,Nanopore sequencing ,Adaptive sampling ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Blood cultures are essential for diagnosing bloodstream infections, but current phenotypic tests for antimicrobial resistance (AMR) provide limited information. Oxford Nanopore Technologies introduces nanopore sequencing with adaptive sampling, capable of real-time host genome depletion, yet its application directly from blood cultures remains unexplored. This study aimed to identify pathogens and predict AMR using nanopore sequencing. Methods In this cross-sectional genomic study, 458 positive blood cultures from bloodstream infection patients in central Taiwan were analyzed. Parallel experiments involved routine microbiologic tests and nanopore sequencing with a 15-h run. A bioinformatic pipeline was proposed to analyze the real-time sequencing reads. Subsequently, a comparative analysis was performed to evaluate the performance of species identification and AMR prediction. Results The pipeline identified 76 species, with 88 Escherichia coli, 74 Klebsiella pneumoniae, 43 Staphylococcus aureus, and 9 Candida samples. Novel species were also discovered. Notably, precise species identification was achieved not only for monomicrobial infections but also for polymicrobial infections, which was detected in 23 samples and further confirmed by full-length 16S rRNA amplicon sequencing. Using a modified ResFinder database, AMR predictions showed a categorical agreement rate exceeding 90% (3799/4195) for monomicrobial infections, with minimal very major errors observed for K. pneumoniae (2/186, 1.1%) and S. aureus (1/90, 1.1%). Conclusions Nanopore sequencing with adaptive sampling can directly analyze positive blood cultures, facilitating pathogen detection, AMR prediction, and outbreak investigation. Integrating nanopore sequencing into clinical practices signifies a revolutionary advancement in managing bloodstream infections, offering an effective antimicrobial stewardship strategy, and improving patient outcomes.
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- 2024
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27. Development of a clinical metagenomics workflow for the diagnosis of wound infections
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Carl Halford, Thanh Le Viet, Katie Edge, Paul Russell, Nathan Moore, Fiona Trim, Lluis Moragues-Solanas, Roman Lukaszewski, Simon A. Weller, and Matthew Gilmour
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Molecular diagnostics ,Clinical metagenomics ,Wound infections ,Nanopore sequencing ,Internal medicine ,RC31-1245 ,Genetics ,QH426-470 - Abstract
Abstract Background Wound infections are a common complication of injuries negatively impacting the patient’s recovery, causing tissue damage, delaying wound healing, and possibly leading to the spread of the infection beyond the wound site. The current gold-standard diagnostic methods based on microbiological testing are not optimal for use in austere medical treatment facilities due to the need for large equipment and the turnaround time. Clinical metagenomics (CMg) has the potential to provide an alternative to current diagnostic tests enabling rapid, untargeted identification of the causative pathogen and the provision of additional clinically relevant information using equipment with a reduced logistical and operative burden. Methods This study presents the development and demonstration of a CMg workflow for wound swab samples. This workflow was applied to samples prospectively collected from patients with a suspected wound infection and the results were compared to routine microbiology and real-time quantitative polymerase chain reaction (qPCR). Results Wound swab samples were prepared for nanopore-based DNA sequencing in approximately 4 h and achieved sensitivity and specificity values of 83.82% and 66.64% respectively, when compared to routine microbiology testing and species-specific qPCR. CMg also enabled the provision of additional information including the identification of fungal species, anaerobic bacteria, antimicrobial resistance (AMR) genes and microbial species diversity. Conclusions This study demonstrates that CMg has the potential to provide an alternative diagnostic method for wound infections suitable for use in austere medical treatment facilities. Future optimisation should focus on increased method automation and an improved understanding of the interpretation of CMg outputs, including robust reporting thresholds to confirm the presence of pathogen species and AMR gene identifications.
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- 2024
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28. Complete genome characterization by nanopore sequencing of rotaviruses A, B, and C circulating on large-scale pig farms in Russia
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Nikita Krasnikov, Alexey Gulyukin, Taras Aliper, and Anton Yuzhakov
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Porcine rotaviruses ,Diarrhea ,Complete genome ,Nanopore sequencing ,Phylogenetics ,Metagenomics ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background Rotaviruses are the major etiological agents of gastroenteritis and diarrheal outbreaks in plenty of mammalian species. The genus Rotavirus is highly diverse and currently comprises nine genetically distinct species, and four of them (A, B, C, and H) are common for humans and pigs. There is a strong necessity to comprehend phylogenetic relationships among rotaviruses from different host species to assess interspecies transmission, specifically between humans and livestock. To reveal the genetic origin of rotaviruses from Russian pig farms, nanopore-based metagenomic sequencing was performed on the PCR-positive specimens. Methods Samples were selected among the cases submitted to routine diagnostic or monitoring studies to the Laboratory of Biochemistry and Molecular Biology of “Federal Scientific Center VIEV” (Moscow, Russia). The selected positive samples were genotyped using nanopore sequencing method. Results Five porcine RVA isolates were completely sequenced, and genotype analysis revealed various porcine G/P genogroups: G2, G3, G4, G5, G11 and P[6], P[7], P[13], P[23], P[27] with a typical backbone constellation I5-R1-C1-M1-A8-N1-T1/7-E1-H1. The RVB isolate was detected in combination with RVA in a rectal swab from a diseased pig in Krasnoyarsk Krai. It was characterized by the following genogroups: G15-P[X]-I11-R4-C4-M4-A8-N10-T4-E4-H7. The first complete porcine RVC genome from Russia was obtained with genomic constellation G6-P[5]-I14-R1-C1-M1-A7-N9-T6-E1-H1, and the phylogenetic analysis revealed putative novel genotype group for the VP6 gene-I14. Additionally, the first porcine kobuvirus isolate from Russia was phylogenetically characterized. Conclusions The applied nanopore sequencing method successfully genotyped the RV isolates and additionally revealed co-circulated species. The study demonstrates high genetic variability of Russian RVA isolates in VP4/VP7 genes and phylogenetically describes local RVB and RVC. Complete characterization of genomic segments is a crucial methodology in tracing the rotavirus's evolution and evaluating interspecies transmissions.
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- 2024
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29. Nanopore sequencing with unique molecular identifiers enables accurate mutation analysis and haplotyping in the complex lipoprotein(a) KIV-2 VNTR
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Stephan Amstler, Gertraud Streiter, Cathrin Pfurtscheller, Lukas Forer, Silvia Di Maio, Hansi Weissensteiner, Bernhard Paulweber, Sebastian Schönherr, Florian Kronenberg, and Stefan Coassin
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Lipoprotein(a) ,Copy number variation ,CNV ,Variable number tandem repeat ,VNTR ,Nanopore sequencing ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Repetitive genome regions, such as variable number of tandem repeats (VNTR) or short tandem repeats (STR), are major constituents of the uncharted dark genome and evade conventional sequencing approaches. The protein-coding LPA kringle IV type-2 (KIV-2) VNTR (5.6 kb per unit, 1–40 units per allele) is a medically highly relevant example with a particularly intricate structure, multiple haplotypes, intragenic homologies, and an intra-VNTR STR. It is the primary regulator of plasma lipoprotein(a) [Lp(a)] concentrations, an important cardiovascular risk factor. Lp(a) concentrations vary widely between individuals and ancestries. Multiple variants and functional haplotypes in the LPA gene and especially in the KIV-2 VNTR strongly contribute to this variance. Methods We evaluated the performance of amplicon-based nanopore sequencing with unique molecular identifiers (UMI-ONT-Seq) for SNP detection, haplotype mapping, VNTR unit consensus sequence generation, and copy number estimation via coverage-corrected haplotypes quantification in the KIV-2 VNTR. We used 15 human samples and low-level mixtures (0.5 to 5%) of KIV-2 plasmids as a validation set. We then applied UMI-ONT-Seq to extract KIV-2 VNTR haplotypes in 48 multi-ancestry 1000 Genome samples and analyzed at scale a poorly characterized STR within the KIV-2 VNTR. Results UMI-ONT-Seq detected KIV-2 SNPs down to 1% variant level with high sensitivity, specificity, and precision (0.977 ± 0.018; 1.000 ± 0.0005; 0.993 ± 0.02) and accurately retrieved the full-length haplotype of each VNTR unit. Human variant levels were highly correlated with next-generation sequencing (R 2 = 0.983) without bias across the whole variant level range. Six reads per UMI produced sequences of each KIV-2 unit with Q40 quality. The KIV-2 repeat number determined by coverage-corrected unique haplotype counting was in close agreement with droplet digital PCR (ddPCR), with 70% of the samples falling even within the narrow confidence interval of ddPCR. We then analyzed 62,679 intra-KIV-2 STR sequences and explored KIV-2 SNP haplotype patterns across five ancestries. Conclusions UMI-ONT-Seq accurately retrieves the SNP haplotype and precisely quantifies the VNTR copy number of each repeat unit of the complex KIV-2 VNTR region across multiple ancestries. This study utilizes the KIV-2 VNTR, presenting a novel and potent tool for comprehensive characterization of medically relevant complex genome regions at scale.
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- 2024
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30. Dynamic landscape of m6A modifications and related post-transcriptional events in muscle-invasive bladder cancer
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Lili Zhang, Ziwei Chen, Gaoyuan Sun, Chang Li, Pengjie Wu, Wenrui Xu, Hui Zhu, Zaifeng Zhang, Yongbin Tang, Yayu Li, Yifei Li, Siyuan Xu, Hexin Li, Meng Chen, Fei Xiao, Yaqun Zhang, and Wei Zhang
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Nanopore sequencing ,m6A modification ,Muscle-invasive bladder cancer ,Transcriptional events ,Medicine - Abstract
Abstract Background Muscle-invasive bladder carcinoma (MIBC) is a serious and more advanced stage of bladder carcinoma. N6-Methyladenosine (m6A) is a dynamic and reversible modifications that primarily affects RNA stability and alternative splicing. The dysregulation of m6A in MIBC can be potential target for clinical interventions, but there have been limited studies on m6A modifications in MIBC and their associations with post-transcriptional regulatory processes. Methods Paired tumor and adjacent-normal tissues were obtained from three patients with MIBC following radical cystectomy. The additional paired tissues for validation were obtained from patients underwent transurethral resection. Utilizing Nanopore direct-RNA sequencing, we characterized the m6A RNA methylation landscape in MIBC, with a focus on identifying post-transcriptional events potentially affected by changes in m6A sites. This included an examination of differential transcript usage, polyadenylation signal sites, and variations in poly(A) tail length, providing insights into the broader impact of m6A alterations on RNA processing in MIBC. Results The prognostic-related m6A genes and m6A-risk model constructed by machine learning enables the stratification of high and low-risk patients with precision. A novel m6A modification site in the 3’ untranslated region (3’UTR) of IGLL5 gene were identified, characterized by a lower m6A methylation ratio, elongated poly(A) tails, and a notable bias in transcript usage. Furthermore, we discovered two particular transcripts, VWA1-203 and CEBPB-201. VWA1-203 displayed diminished m6A methylation levels, a truncated 3’UTR, and an elongated poly(A) tail, whereas CEBPB-201 showed opposite trends, highlighting the complex interplay between m6A modifications and RNA processing. Source code was provided on GitHub ( https://github.com/lelelililele/Nanopore-m6A-analysis ). Conclusions The state-of-the-art Nanopore direct-RNA sequencing and machine learning techniques enables comprehensive identification of m6A modification and provided insights into the potential post-transcriptional regulation mechanisms on the development and progression in MIBC.
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- 2024
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31. Nanopore sequencing as a novel method of characterising anorexia nervosa risk loci.
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Berthold, Natasha, Gaudieri, Silvana, Hood, Sean, Tschochner, Monika, Miller, Allison L., Jordan, Jennifer, Thornton, Laura M., Bulik, Cynthia M., Akkari, Patrick Anthony, and Kennedy, Martin A.
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MICROSATELLITE repeats ,GENETIC variation ,LIFE sciences ,GENOME-wide association studies ,HUMAN genome ,BIOINFORMATICS software - Abstract
Background: Anorexia nervosa (AN) is a polygenic, severe metabopsychiatric disorder with poorly understood aetiology. Eight significant loci have been identified by genome-wide association studies (GWAS) and single nucleotide polymorphism (SNP)-based heritability was estimated to be ~ 11–17, yet causal variants remain elusive. It is therefore important to define the full spectrum of genetic variants in the wider regions surrounding these significantly associated loci. The hypothesis we evaluate here is that unrecognised or relatively unexplored variants in these regions exist and are promising targets for future functional analyses. To test this hypothesis, we implemented a novel approach with targeted nanopore sequencing (Oxford Nanopore Technologies) for 200 kb regions centred on each of the eight AN-associated loci in 10 AN case samples. Our bioinformatics pipeline entailed base-calling and alignment with Dorado and minimap2 software, followed by variant calling with four separate tools, Sniffles2, Clair3, Straglr, and NanoVar. We then leveraged publicly available databases to characterise these loci in putative functional context and prioritise a subset of potentially relevant variants. Results: Targeted nanopore sequencing effectively enriched the target regions (average coverage 14.64x). To test our hypothesis, we curated a list of 20 prioritised variants in non-coding regions, poorly represented in the current human reference genome but that may have functional consequences in AN pathology. Notably, we identified a polymorphic SINE-VNTR-Alu like sub-family D element (SVA-D), intergenic with IP6K2 and PRKAR2A, and a poly-T short tandem repeat (STR) in the 3ʹUTR of FOXP1. Conclusions: Our results highlight the potential of targeted nanopore sequencing for characterising poorly resolved or complex variation, which may be initially obscured in risk-associated regions detected by GWAS. Some of the variants identified in this way, such as the polymorphic SVA-D and poly-T STR, could contribute to mechanisms of phenotypic risk, through regulation of several neighbouring genes implicated in AN biology, and affect post-transcriptional processing of FOXP1, respectively. This exploratory investigation was not powered to detect functional effects, however, the variants we observed using this method are poorly represented in the current human reference genome and accompanying databases, and further examination of these may provide new opportunities for improved understanding of genetic risk mechanisms of AN. [ABSTRACT FROM AUTHOR]
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- 2024
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32. Shedding light on DNA methylation and its clinical implications: the impact of long-read-based nanopore technology.
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Chera, Alexandra, Stancu-Cretu, Mircea, Zabet, Nicolae Radu, and Bucur, Octavian
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GENOMIC imprinting ,DNA methylation ,GENETIC regulation ,RNA regulation ,GENE expression ,EPIGENETICS - Abstract
DNA methylation is an essential epigenetic mechanism for regulation of gene expression, through which many physiological (X-chromosome inactivation, genetic imprinting, chromatin structure and miRNA regulation, genome defense, silencing of transposable elements) and pathological processes (cancer and repetitive sequences-associated diseases) are regulated. Nanopore sequencing has emerged as a novel technique that can analyze long strands of DNA (long-read sequencing) without chemically treating the DNA. Interestingly, nanopore sequencing can also extract epigenetic status of the nucleotides (including both 5-Methylcytosine and 5-hydroxyMethylcytosine), and a large variety of bioinformatic tools have been developed for improving its detection properties. Out of all genomic regions, long read sequencing provides advantages in studying repetitive elements, which are difficult to characterize through other sequencing methods. Transposable elements are repetitive regions of the genome that are silenced and usually display high levels of DNA methylation. Their demethylation and activation have been observed in many cancers. Due to their repetitive nature, it is challenging to accurately estimate DNA methylation levels within transposable elements using short sequencing technologies. The advantage to sequence native DNA (without PCR amplification biases or harsh bisulfite treatment) and long and ultra long reads coupled with epigenetic states of the DNA allows to accurately estimate DNA methylation levels in transposable elements. This is a big step forward for epigenomic studies, and unsolved questions regarding gene expression and transposable elements silencing through DNA methylation can now be answered. [ABSTRACT FROM AUTHOR]
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- 2024
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33. Gut microbiome and metabolome library construction based on age group using short-read and long-read sequencing techniques in Korean traditional canine species Sapsaree.
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Son, Seon-Hui, Kang, Min-Geun, Kang, Anna, Kang, Yonggu, Kim, Kimoon, Kwak, Min-Jin, Song, Minho, and Kim, Younghoon
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GUT microbiome ,AGE groups ,METAGENOMICS ,DOGS ,METABOLOMICS - Abstract
This study investigated age-related changes in the gut microbiota and metabolome of Sapsaree dogs through metagenomic and metabolomic analyses. Using Illumina (short-read) and Nanopore (long-read) sequencing technologies, we identified both common and unique bacterial genera in the dogs across different age groups. In metagenomic analysis, Firmicutes were predominant at the family level. At the genus level, Lactobacillus , Streptococcus , Romboutsia , and Clostridium XI were the most abundant, and the bacterial genera typically considered beneficial were less prevalent in senior dogs, whereas the genera associated with pathogenicity were more abundant. These findings suggest age-related shifts in gut microbiota composition. Metabolomic analysis showed distinct clustering of metabolites based on the age group, with changes in metabolite profiles correlating with metagenomic findings. Although Illumina and Nanopore methods provided distinctive results, the genera detected by both methods exhibited similar trends across all age groups in Sapsaree dogs. These findings highlight the relationship between ages, metabolite profiles and gut microbiota composition in dogs, suggesting the need for further research to explore this relation in greater depth. [ABSTRACT FROM AUTHOR]
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- 2024
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34. Comparative Analysis of Active LTR Retrotransposons in Sunflower (Helianthus annuus L.): From Extrachromosomal Circular DNA Detection to Protein Structure Prediction.
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Kazancev, Mikhail, Merkulov, Pavel, Tiurin, Kirill, Demurin, Yakov, Soloviev, Alexander, and Kirov, Ilya
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PROTEIN structure prediction , *TRANSMEMBRANE domains , *COMMON sunflower , *EXTRACHROMOSOMAL DNA , *PLANT proteins , *TRANSPOSONS - Abstract
Plant genomes possess numerous transposable element (TE) insertions that have occurred during evolution. Most TEs are silenced or diverged; therefore, they lose their ability to encode proteins and are transposed in the genome. Knowledge of active plant TEs and TE-encoded proteins essential for transposition and evasion of plant cell transposon silencing mechanisms remains limited. This study investigated active long terminal repeat (LTR) retrotransposons (RTEs) in sunflowers (Helianthus annuus), revealing heterogeneous and phylogenetically distinct RTEs triggered by epigenetic changes and heat stress. Many of these RTEs belong to three distinct groups within the Tekay clade, showing significant variations in chromosomal insertion distribution. Through protein analysis of these active RTEs, it was found that Athila RTEs and Tekay group 2 elements possess additional open reading frames (aORFs). The aORF-encoded proteins feature a transposase domain, a transmembrane domain, and nuclear localization signals. The aORF proteins of the Tekay subgroup exhibited remarkable conservation among over 500 Tekay members, suggesting their functional importance in RTE mobility. The predicted 3D structure of the sunflower Tekay aORF protein showed significant homology with Tekay proteins in rice, maize, and sorghum. Additionally, the structural features of aORF proteins resemble those of plant DRBM-containing proteins, suggesting their potential role in RNA-silencing modulation. These findings offer insights into the diversity and activity of sunflower RTEs, emphasizing the conservation and structural characteristics of aORF-encoded proteins. [ABSTRACT FROM AUTHOR]
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- 2024
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35. Nanopore Data-Driven Chromosome-Level Assembly of Flax Genome.
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Arkhipov, Alexander A., Pushkova, Elena N., Bolsheva, Nadezhda L., Rozhmina, Tatiana A., Borkhert, Elena V., Zhernova, Daiana A., Rybakova, Tatiana Yu., Barsukov, Nikolai M., Moskalenko, Olesya D., Sigova, Elizaveta A., Dvorianinova, Ekaterina M., Melnikova, Nataliya V., and Dmitriev, Alexey A.
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GENOME size ,FLAX ,SEED technology ,SEED crops ,CHROMOSOMES - Abstract
Flax is an important crop grown for seed and fiber. Flax chromosome number is 2n = 30, and its genome size is about 450–480 Mb. To date, the genomes of several flax varieties have been sequenced and assembled. However, the obtained assemblies are still far from the telomere-to-telomere (T2T) level. We sequenced the genome of flax variety K-3018 on the Oxford Nanopore Technologies (ONT) platform and obtained 57.7 Gb of R10 simplex reads with an N50 = 18.4 kb (~120× genome coverage). ONT reads longer than 50 kb were kept as ultra-long ones (~10× genome coverage), and the rest of the ONT reads were corrected using the HERRO R10 model (quality > Q10, length > 10 kb, ~60× genome coverage remained). The genome was assembled using Hifiasm and Verkko. The Hifiasm-generated assembly was 489.1 Mb in length with 54 contigs and an N50 = 28.1 Mb. Verkko produced a very similar but more fragmented genome: 489.1 Mb, 134 contigs, N50 = 17.4 Mb. In the assembly by Hifiasm, eight chromosomes consisted of a single contig with telomeric repeats at both ends. In addition, five chromosomes comprised two contigs and two chromosomes comprised three contigs. These chromosomes also had telomeric repeats at their ends. The Hifiasm-generated assembly of variety K-3018 had similar contiguity but was likely more complete and accurate than the main fifteen-chromosome assembly of variety YY5 (produced from PacBio data and scaffolded with Hi-C data), the most contiguous flax genome assembly at the time of this writing. We suggest that sufficient genome coverage with long ONT R10 simplex reads is a viable alternative to PacBio plus Hi-C data for a high-precision T2T genome assembly of flax, opening new perspectives for whole-genome studies of flax. [ABSTRACT FROM AUTHOR]
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- 2024
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36. Genewise detection of variants in MEFV gene using nanopore sequencing.
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Ghukasyan, Lilit, Khachatryan, Gisane, Sirunyan, Tamara, Minasyan, Arpine, Hakobyan, Siras, Chavushyan, Andranik, Hayrapetyan, Varduhi, Ghazaryan, Hovsep, Martirosyan, Gevorg, Mkrtchyan, Gohar, Vardanyan, Valentina, Mukuchyan, Vahan, Davidyants, Ashot, Zakharyan, Roksana, and Arakelyan, Arsen
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FAMILIAL Mediterranean fever ,GENETIC testing ,PYRIN (Protein) ,GENETIC variation ,GENETIC mutation - Abstract
Familial Mediterranean Fever (FMF) is a genetic disorder with complex inheritance patterns and genotype-phenotype associations, and it is highly prevalent in Armenia. FMF typically follows an autosomal recessive inheritance pattern (OMIM: 249100), though it can occasionally display a rare dominant inheritance pattern with variable penetrance (OMIM։134610). The disease is caused by mutations in the MEFV gene, which encodes the pyrin protein. While the 26 most prevalent mutations account for nearly 99% of all FMF cases, more than 60 pathogenic mutations have been identified. In this study, we aimed to develop an affordable nanopore sequencing method for full-length MEFV gene mutation detection to aid in the diagnosis and screening of FMF. We employed a multiplex amplicon sequencing approach, allowing for the processing of up to 12 samples on both Flow cells and Flongle flow cells. The results demonstrated near-complete concordance between nanopore variant calling and qPCR genotypes. Moreover, nanopore sequencing identified additional variants, which were confirmed by whole exome sequencing. Additionally, intronic and UTR variants were detected. Our findings demonstrate the feasibility of full-gene nanopore sequencing for detecting FMF-associated pathogenic variants. The method is cost-effective, with costs comparable to those of the qPCR test, making it particularly suitable for settings with limited laboratory infrastructure. Further clinical validation using larger sample cohorts will be necessary. [ABSTRACT FROM AUTHOR]
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- 2024
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37. Wet-dry cycles cause nucleic acid monomers to polymerize into long chains.
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Xiaowei Song, Simonis, Povilas, Deamer, David, and Zare, Richard N.
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FOURIER transform infrared spectroscopy , *ADENOSINE monophosphate , *NUCLEIC acids , *HOT springs , *PEPTIDE bonds - Abstract
The key first step in the oligomerization of monomers is to find an initiator, which is usually done by thermolysis or photolysis. We present a markedly different approach that initiates acid-catalyzed polymerization at the surface of water films or water droplets, which is the reactive phase during a wet-dry cycle in freshwater hot springs associated with subaerial volcanic landmasses. We apply this method to the oligomerization of different nucleic acids, a topic relevant to how it might be possible to go from simple nucleic acid monomers to long-chain polymers, a key step in forming the building blocks of life. It has long been known that dehydration at elevated temperatures can drive the synthesis of ester and peptide bonds, but this reaction has typically been carried out by incubating dry monomers at elevated temperatures. We report that single or multiple cycles of wetting and drying link mononucleotides by forming phosphodiester bonds. Mass spectrometric analysis reveals uridine monophosphate oligomers up to 53 nucleotides, with an abundance of 35 and 43 nt in length. Long-chain oligomers are also observed for thymidine monophosphate, adenosine monophosphate, and deoxyadenosine monophosphate after exposure to a few wet-dry cycles. Nanopore sequencing confirms that long linear chains are formed. Enzyme digestion shows that the linkage is the phosphodiester bond, which is further confirmed by 31P NMR and Fourier transform infrared spectroscopy. This suggests that nucleic acid oligomers were likely to be present on early Earth in a steady state of synthesis and hydrolysis. [ABSTRACT FROM AUTHOR]
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- 2024
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38. Green Waste Compost Impacts Microbial Functions Related to Carbohydrate Use and Active Dispersal in Plant Pathogen-Infested Soil.
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LeBlanc, Nicholas R. and Harrigian, Fiona C.
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The effects of compost on physical and chemical characteristics of soil are well-studied but impacts on soil microbiomes are poorly understood. This research tested effects of green waste compost on bacterial communities in soil infested with the plant pathogen Fusarium oxysporum. Compost was added to pathogen-infested soil and maintained in mesocosms in a greenhouse experiment and replicated growth chamber experiments. Bacteria and F. oxysporum abundance were quantified using quantitative PCR. Taxonomic and functional characteristics of bacterial communities were measured using shotgun metagenome sequencing. Compost significantly increased bacterial abundance 8 weeks after amendment in one experiment. Compost increased concentrations of chemical characteristics of soil, including phosphorus, potassium, organic matter, and pH. In all experiments, compost significantly reduced abundance of F. oxysporum and altered the taxonomic composition of soil bacterial communities. Sixteen bacterial genera were significantly increased from compost in every experiment, potentially playing a role in pathogen suppression. In all experiments, there was a consistent negative effect of compost on functions related to carbohydrate use and a positive effect on bacteria with flagella. Results from this work demonstrate that compost can reduce the abundance of soilborne plant pathogens and raise questions about the role of microbes in plant pathogen suppression. [ABSTRACT FROM AUTHOR]
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- 2024
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39. Metagenomic Analysis of the Buccal Microbiome by Nanopore Sequencing Reveals Structural Differences in the Microbiome of a Patient with Molar Incisor Hypomineralization (MIH) Compared to a Healthy Child—Case Study.
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Tynior, Wojciech, Kłósek, Małgorzata, Salatino, Silvia, Cuber, Piotr, Hudy, Dorota, Nałęcz, Dariusz, Chan, Yuen-Ting, Gustave, Carla, and Strzelczyk, Joanna Katarzyna
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MOLARS , *STREPTOCOCCUS pneumoniae , *DENTAL caries , *DENTAL enamel , *NUMBERS of species , *AMELOBLASTS - Abstract
Molar incisor hypomineralization (MIH) is a qualitative developmental defect that affects the enamel tissue of permanent molars and can also occur in permanent incisors. Enamel affected by MIH has reduced hardness, increased porosity, and a higher organic content than unaffected enamel. These characteristics predispose the enamel to accumulation of bacteria and a higher prevalence of caries lesions. Through a groundbreaking metagenomic analysis of the buccal mucosal sample from a patient with MIH, we explored the intricacies of its microbiome compared to a healthy control using state-of-the-art nanopore long-read sequencing. Out of the 210 bacterial taxa identified in the MIH microbiome, we found Streptococcus and Haemophilus to be the most abundant genera. The bacteria with the highest read counts in the patient with MIH included Streptococcus mitis, Haemophilus parainfluenzae, Streptococcus pneumoniae, Rothia dentocariosa, and Gemella haemolysans. Our results revealed a striking contrast between healthy and MIH affected children, with a higher dominance and number of pathogenic species (S. pneumoniae, H. influenzae, and N. meningitidis) and reduced diversity in the MIH-affected patient. This distinct microbial profile not only sheds light on MIH-affected patients, but paves the way for future research, inspiring deeper understanding and larger scale studies. [ABSTRACT FROM AUTHOR]
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- 2024
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40. Towards the integration of environmental DNA analysis to profile the upper mesopelagic fish layer in the Northeast Atlantic Ocean.
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Tibone, Maddalena, Cariou, Thibault, O'Donnell, Ciaran, Stefanni, Sergio, Aguzzi, Jacopo, O'Neill, Bernadette, Reid, David, and Mirimin, Luca
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DNA analysis , *FISHING villages , *WATER sampling , *GENETIC barcoding , *TRAWLING - Abstract
Interest in mesopelagic fish layers is on the rise due to the potential exploitability of their macrofauna; hence, profiling their fish community is crucial to enable the sustainability of future fishing practices. In this context, a dedicated survey was carried out in September 2022 along the Irish shelf break, where fishing (catch) and eDNA metabarcoding analysis using a portable high-throughput sequencer were performed to investigate the fish community of the upper mesopelagic layer. Catch data showed that the targeted layers consisted mainly of the young-of-the-year cohort of Mueller's pearlside (Maurolicus muelleri), a mesopelagic fish, with little bycatch. eDNA data reflected the high prevalence of M. muelleri 's eDNA (56%–97% of assigned reads), identified species undetected by fishing, and showed that the least represented species differed in water samples collected before or after fishing activities. While this reflects current limitations of each technique, it also shows that a multidisciplinary approach may provide an increased level of resolution for M. muelleri layer's ancillary fish community. Findings from the present study provided important insights to further refine sample acquisition and rapid processing of eDNA metabarcoding data, which beholds great potential to corroborate fishing methods when ground truthing acoustic approaches in mesopelagic fish layers assessments. [ABSTRACT FROM AUTHOR]
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- 2024
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41. Rapid Detection of PML::RARA Fusions in Acute Promyelocytic Leukemia: CRISPR/Cas9 Nanopore Sequencing with Adaptive Sampling.
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Middlezong, William, Stinnett, Victoria, Phan, Michael, Phan, Brian, Morsberger, Laura, Klausner, Melanie, Ghabrial, Jen, DeMetrick, Natalie, Zhu, Jing, James, Trisha, Pallavajjala, Aparna, Gocke, Christopher D., Baer, Maria R., and Zou, Ying S.
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ACUTE promyelocytic leukemia , *ACUTE myeloid leukemia , *GENE fusion , *TURNAROUND time , *EARLY death - Abstract
Acute promyelocytic leukemia (APL) accounts for approximately 10–15% of newly diagnosed acute myeloid leukemia cases and presents with coagulopathy and bleeding. Prompt diagnosis and treatment are required to minimize early mortality in APL as initiation of all-trans retinoic acid therapy rapidly reverses coagulopathy. The PML::RARA fusion is a hallmark of APL and its rapid identification is essential for rapid initiation of specific treatment to prevent early deaths from coagulopathy and bleeding and optimize patient outcomes. Given limitations and long turnaround time of current gene fusion diagnostic strategies, we have developed a novel amplification-free nanopore sequencing-based approach with low cost, easy setup, and fast turnaround time. We termed the approach CRISPR/Cas9-enriched nanopore sequencing with adaptive sampling (CENAS). Using CENAS, we successfully sequenced breakpoints of typical and atypical PML::RARA fusions in APL patients. Compared with the standard-of-care genetic diagnostic tests, CENAS achieved good concordance in detecting PML::RARA fusions in this study. CENAS allowed for the identification of sequence information of fusion breakpoints involved in typical and atypical PML::RARA fusions and identified additional genes (ANKFN1 and JOSD1) and genomic regions (13q14.13) involving the atypical fusions. To the best of our knowledge, involvements of the ANKFN1 gene, the JOSD1 gene, and the 13q14.13 genomic region flanking with the SIAH3 and ZC3H13 genes have not been reported in the atypical PML::RARA fusions. CENAS has great potential to develop as a point-of-care test enabling immediate, low-cost bedside diagnosis of APL patients with a PML::RARA fusion. Given the early death rate in APL patients still reaches 15%, and ~10% of APL patients are resistant to initial therapy or prone to relapse, further sequencing studies of typical and atypical PML::RARA fusion might shed light on the pathophysiology of the disease and its responsiveness to treatment. Understanding the involvement of additional genes and positional effects related to the PML and RARA genes could shed light on their role in APL and may aid in the development of novel targeted therapies. [ABSTRACT FROM AUTHOR]
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- 2024
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42. Nanopore Sequencing Allows Recovery of High-Quality Completely Closed Genomes of All Cronobacter Species from Powdered Infant Formula Overnight Enrichments.
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Gonzalez-Escalona, Narjol, Kwon, Hee Jin, and Chen, Yi
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INFANT formulas ,CRONOBACTER ,BACTERIAL genomes ,AGRICULTURE ,FOOD pathogens - Abstract
Precision metagenomic approaches using Oxford Nanopore Technology (ONT) sequencing has been shown to allow recovery of complete genomes of foodborne bacteria from overnight enrichments of agricultural waters. This study tests the applicability of a similar approach for Cronobacter genome recovery from powdered infant formula (PIF) overnight enrichments, where Cronobacter typically dominates the overall microbiome (>90%). This study aimed to test whether using ONT sequencing of overnight PIF enrichments could recover a completely closed Cronobacter genome for further genomic characterization. Ten PIF samples, each inoculated with different Cronobacter strains, covering Cronobacter sakazakii, C. muytjensii, C. dublinensis, C. turicensis, and C. universalis, were processed according to the Bacteriological Analytical Manual (BAM) protocol. Real-time quantitative PCR (qPCR) was used for initial screening (detection and quantification) of the overnight enrichments and confirmed that the inoculated PIF samples after the overnight enrichment had high levels of Cronobacter (10
7 to 109 CFU/mL). DNA from overnight PIF enrichments was extracted from the enrichment broth and sequenced using ONT. Results showed that ONT sequencing could accurately identify, characterize, and close the genomes of Cronobacter strains from overnight PIF enrichments in 3 days, much faster than the nearly 2 weeks required by the current BAM method. Complete genome recovery and species differentiation were achieved. This suggests that combining qPCR with ONT sequencing provides a rapid, cost-effective alternative for detecting and characterizing Cronobacter in PIF, enabling timely corrective actions during outbreaks. [ABSTRACT FROM AUTHOR]- Published
- 2024
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43. Detection of DNA methylation from buccal swabs using nanopore sequencing to study stunting.
- Author
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El-Hakim, Alim, Cahyani, Inswasti, Arief, Muhammad Zulfikar, Akbariani, Gilang, Ridwanuloh, Asep Muhamad, Iryanto, Syam Budi, Rahayu, Ratih, Mardaeni, Daeng Deni, Budhyanto, Vincentius, Yusnita, Sari, Wening, Hidayati, Anggi Pn, Razari, Intan, Nihayah, Silviatun, Prayuni, Kinasih, Utomo, Chandra, Ningrum, Ratih Asmana, Susanti, Susanti, and Utomo, Ahmad
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DNA methylation ,METHYLCYTOSINE ,DOWN syndrome ,METHYLATION ,CHROMOSOMES - Abstract
Stunting is the result of chronic malnutrition due to the lack of micronutrient-based methyl donors required for epigenetic programming during the first 1000 days of life. Methylation studies using bisulfite conversion from blood DNA are invasive and may not be practical for large-scale epidemiological investigation or nutrition intervention programs. Buccal epithelial methylation may reflect early germline methylation. Therefore, buccal cells can serve as convenient sample sources to collect biomarkers associated with the risk of stunting. This study aims to describe the feasibility of nanopore adaptive sampling in detecting DNA methylation from children's buccal DNA. We used adaptive sampling of Oxford Nanopore Technology on barcoded samples to describe differential methylation associated with malnutrition. Overall, the level of 5-methylcytosine (5mC) was lower in stunted children than in normal children. We also found differentially methylated regions at the MIR6724 and RNA45SN1 gene loci on chromosome 21, which was higher in stunted children than in normal children. We described and detected differential DNA methylation in the locus previously not known to be associated with stunting. Interestingly, this locus on chromosome 21 has been implicated in the stunted phenotype of Down syndrome. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
44. Comprehensive pathogen identification and antimicrobial resistance prediction from positive blood cultures using nanopore sequencing technology.
- Author
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Liu, Po-Yu, Wu, Han-Chieh, Li, Ying-Lan, Cheng, Hung-Wei, Liou, Ci-Hong, Chen, Feng-Jui, and Liao, Yu-Chieh
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DRUG resistance in microorganisms ,ANTIMICROBIAL stewardship ,KLEBSIELLA pneumoniae ,ESCHERICHIA coli ,DATABASES - Abstract
Background: Blood cultures are essential for diagnosing bloodstream infections, but current phenotypic tests for antimicrobial resistance (AMR) provide limited information. Oxford Nanopore Technologies introduces nanopore sequencing with adaptive sampling, capable of real-time host genome depletion, yet its application directly from blood cultures remains unexplored. This study aimed to identify pathogens and predict AMR using nanopore sequencing. Methods: In this cross-sectional genomic study, 458 positive blood cultures from bloodstream infection patients in central Taiwan were analyzed. Parallel experiments involved routine microbiologic tests and nanopore sequencing with a 15-h run. A bioinformatic pipeline was proposed to analyze the real-time sequencing reads. Subsequently, a comparative analysis was performed to evaluate the performance of species identification and AMR prediction. Results: The pipeline identified 76 species, with 88 Escherichia coli, 74 Klebsiella pneumoniae, 43 Staphylococcus aureus, and 9 Candida samples. Novel species were also discovered. Notably, precise species identification was achieved not only for monomicrobial infections but also for polymicrobial infections, which was detected in 23 samples and further confirmed by full-length 16S rRNA amplicon sequencing. Using a modified ResFinder database, AMR predictions showed a categorical agreement rate exceeding 90% (3799/4195) for monomicrobial infections, with minimal very major errors observed for K. pneumoniae (2/186, 1.1%) and S. aureus (1/90, 1.1%). Conclusions: Nanopore sequencing with adaptive sampling can directly analyze positive blood cultures, facilitating pathogen detection, AMR prediction, and outbreak investigation. Integrating nanopore sequencing into clinical practices signifies a revolutionary advancement in managing bloodstream infections, offering an effective antimicrobial stewardship strategy, and improving patient outcomes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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45. Tracking Multidrug Resistance in Gram-Negative Bacteria in Alexandria, Egypt (2020–2023): An Integrated Analysis of Patient Data and Diagnostic Tools.
- Author
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Braun, Sascha D., Rezk, Shahinda, Brandt, Christian, Reinicke, Martin, Diezel, Celia, Müller, Elke, Frankenfeld, Katrin, Krähmer, Domenique, Monecke, Stefan, and Ehricht, Ralf
- Subjects
CARBAPENEM-resistant bacteria ,MULTIDRUG resistance in bacteria ,WHOLE genome sequencing ,DNA microarrays ,MICROARRAY technology - Abstract
Background: The rise in carbapenem-resistant Enterobacteriaceae (CRE) in Egypt, particularly in hospital settings, poses a significant public health challenge. This study aims to develop a combined epidemiological surveillance tool utilizing the Microreact online platform (version 269) and molecular microarray technology to track and analyze carbapenem-resistant Escherichia coli strains in Egypt. The objective is to integrate molecular diagnostics and real-time data visualization to better understand the spread and evolution of multidrug-resistant (MDR) bacteria. Methods: The study analyzed 43 E. coli isolates collected from Egyptian hospitals between 2020 and 2023. Nanopore sequencing and microarray analysis were used to identify carbapenemase genes and other resistance markers, whereas the VITEK2 system was employed for phenotypic antibiotic susceptibility testing. Microreact was used to visualize epidemiological data, mapping the geographic and temporal distribution of resistant strains. Results: We found that 72.09% of the isolates, predominantly from pediatric patients, carried the blaNDM-5 gene, while other carbapenemase genes, including blaOXA-48 and blaVIM, were also detected. The microarray method demonstrated 92.9% diagnostic sensitivity and 87.7% diagnostic specificity compared to whole-genome sequencing. Phenotypic resistance correlated strongly with next-generation sequencing (NGS) genotypic data, achieving 95.6% sensitivity and 95.2% specificity. Conclusions: This method establishes the utility of combining microarray technology, NGS and real-time data visualization for the surveillance of carbapenem-resistant Enterobacteriaceae, especially E. coli. The high concordance between genotypic and phenotypic data underscores the potential of DNA microarrays as a cost-effective alternative to whole-genome sequencing, especially in resource-limited settings. This integrated approach can enhance public health responses to MDR bacteria in Egypt. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
46. A novel human protein-coding locus identified using a targeted RNA enrichment technique.
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Tang, Lu, Xu, Dongyang, Luo, Lingcong, Ma, Weiyan, He, Xiaojie, Diao, Yong, Ke, Rongqin, and Kapranov, Philipp
- Subjects
- *
DNA repair , *NUCLEIC acid hybridization , *HUMAN biology , *FLUORESCENCE in situ hybridization , *LINCRNA , *GENE amplification - Abstract
Background: Accurate and comprehensive genomic annotation, including the full list of protein-coding genes, is vital for understanding the molecular mechanisms of human biology. We have previously shown that the genome contains a multitude of yet hidden functional exons and transcripts, some of which might represent novel mRNAs. These results resonate with those from other groups and strongly argue that two decades after the completion of the first draft of the human genome sequence, the current annotation of human genes and transcripts remains far from being complete. Results: Using a targeted RNA enrichment technique, we showed that one of the novel functional exons previously discovered by us and currently annotated as part of a long non-coding RNA, is actually a part of a novel protein-coding gene, InSETG-4, which encodes a novel human protein with no known homologs or motifs. We found that InSETG-4 is induced by various DNA-damaging agents across multiple cell types and therefore might represent a novel component of DNA damage response. Despite its low abundance in bulk cell populations, InSETG-4 exhibited expression restricted to a small fraction of cells, as demonstrated by the amplification-based single-molecule fluorescence in situ hybridization (asmFISH) analysis. Conclusions: This study argues that yet undiscovered human protein-coding genes exist and provides an example of how targeted RNA enrichment techniques can help to fill this major gap in our knowledge of the information encoded in the human genome. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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47. Development of a clinical metagenomics workflow for the diagnosis of wound infections.
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Halford, Carl, Le Viet, Thanh, Edge, Katie, Russell, Paul, Moore, Nathan, Trim, Fiona, Moragues-Solanas, Lluis, Lukaszewski, Roman, Weller, Simon A., and Gilmour, Matthew
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RAPID diagnostic tests ,HEALTH facilities ,MOLECULAR diagnosis ,POLYMERASE chain reaction ,MICROBIAL genes - Abstract
Background: Wound infections are a common complication of injuries negatively impacting the patient's recovery, causing tissue damage, delaying wound healing, and possibly leading to the spread of the infection beyond the wound site. The current gold-standard diagnostic methods based on microbiological testing are not optimal for use in austere medical treatment facilities due to the need for large equipment and the turnaround time. Clinical metagenomics (CMg) has the potential to provide an alternative to current diagnostic tests enabling rapid, untargeted identification of the causative pathogen and the provision of additional clinically relevant information using equipment with a reduced logistical and operative burden. Methods: This study presents the development and demonstration of a CMg workflow for wound swab samples. This workflow was applied to samples prospectively collected from patients with a suspected wound infection and the results were compared to routine microbiology and real-time quantitative polymerase chain reaction (qPCR). Results: Wound swab samples were prepared for nanopore-based DNA sequencing in approximately 4 h and achieved sensitivity and specificity values of 83.82% and 66.64% respectively, when compared to routine microbiology testing and species-specific qPCR. CMg also enabled the provision of additional information including the identification of fungal species, anaerobic bacteria, antimicrobial resistance (AMR) genes and microbial species diversity. Conclusions: This study demonstrates that CMg has the potential to provide an alternative diagnostic method for wound infections suitable for use in austere medical treatment facilities. Future optimisation should focus on increased method automation and an improved understanding of the interpretation of CMg outputs, including robust reporting thresholds to confirm the presence of pathogen species and AMR gene identifications. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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48. Single Laboratory Evaluation of the Q20+ Nanopore Sequencing Kit for Bacterial Outbreak Investigations.
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Hoffmann, Maria, Jang, Jay Hee, Tallent, Sandra M., and Gonzalez-Escalona, Narjol
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GENETIC variation , *NUCLEIC acid isolation methods , *AGRICULTURE , *FOODBORNE diseases , *FOOD pathogens - Abstract
Leafy greens are a significant source of produce-related Shiga toxin-producing Escherichia coli (STEC) outbreaks in the United States, with agricultural water often implicated as a potential source. Current FDA outbreak detection protocols are time-consuming and rely on sequencing methods performed in costly equipment. This study evaluated the potential of Oxford Nanopore Technologies (ONT) with Q20+ chemistry as a cost-effective, rapid, and accurate method for identifying and clustering foodborne pathogens. The study focuses on assessing whether ONT Q20+ technology could facilitate near real-time pathogen identification, including SNP differences, serotypes, and antimicrobial resistance genes. This pilot study evaluated different combinations of two DNA extraction methods (Maxwell RSC Cultured Cell DNA kit and Monarch high molecular weight extraction kits) and two ONT library preparation protocols (ligation and the rapid barcoding sequencing kit) using five well-characterized strains representing diverse foodborne pathogens. High-quality, closed bacterial genomes were obtained from all combinations of extraction and sequencing kits. However, variations in assembly length and genome completeness were observed, indicating the need for further optimization. In silico analyses demonstrated that Q20+ nanopore sequencing chemistry accurately identified species, genotype, and virulence factors, with comparable results to Illumina sequencing. Phylogenomic clustering showed that ONT assemblies clustered with reference genomes, though some indels and SNP differences were observed, likely due to sequencing and analysis methodologies rather than inherent genetic variation. Additionally, the study evaluated the impact of a change in the sampling rates from 4 kHz (260 bases pair second) to 5 kHz (400 bases pair second), finding no significant difference in sequencing accuracy. This evaluation workflow offers a framework for evaluating novel technologies for use in surveillance and foodborne outbreak investigations. Overall, the evaluation demonstrated the potential of ONT Q20+ nanopore sequencing chemistry to assist in identifying the correct strain during outbreak investigations. However, further research, validation studies, and optimization efforts are needed to address the observed limitations and fully realize the technology's potential for improving public health outcomes and enabling more efficient responses to foodborne disease threats. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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- View/download PDF
49. Complete genome characterization by nanopore sequencing of rotaviruses A, B, and C circulating on large-scale pig farms in Russia.
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Krasnikov, Nikita, Gulyukin, Alexey, Aliper, Taras, and Yuzhakov, Anton
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MOLECULAR biology ,GENETIC variation ,ROTAVIRUSES ,PHYLOGENY ,GASTROENTERITIS - Abstract
Background: Rotaviruses are the major etiological agents of gastroenteritis and diarrheal outbreaks in plenty of mammalian species. The genus Rotavirus is highly diverse and currently comprises nine genetically distinct species, and four of them (A, B, C, and H) are common for humans and pigs. There is a strong necessity to comprehend phylogenetic relationships among rotaviruses from different host species to assess interspecies transmission, specifically between humans and livestock. To reveal the genetic origin of rotaviruses from Russian pig farms, nanopore-based metagenomic sequencing was performed on the PCR-positive specimens. Methods: Samples were selected among the cases submitted to routine diagnostic or monitoring studies to the Laboratory of Biochemistry and Molecular Biology of "Federal Scientific Center VIEV" (Moscow, Russia). The selected positive samples were genotyped using nanopore sequencing method. Results: Five porcine RVA isolates were completely sequenced, and genotype analysis revealed various porcine G/P genogroups: G2, G3, G4, G5, G11 and P[6], P[7], P[13], P[23], P[27] with a typical backbone constellation I5-R1-C1-M1-A8-N1-T1/7-E1-H1. The RVB isolate was detected in combination with RVA in a rectal swab from a diseased pig in Krasnoyarsk Krai. It was characterized by the following genogroups: G15-P[X]-I11-R4-C4-M4-A8-N10-T4-E4-H7. The first complete porcine RVC genome from Russia was obtained with genomic constellation G6-P[5]-I14-R1-C1-M1-A7-N9-T6-E1-H1, and the phylogenetic analysis revealed putative novel genotype group for the VP6 gene-I14. Additionally, the first porcine kobuvirus isolate from Russia was phylogenetically characterized. Conclusions: The applied nanopore sequencing method successfully genotyped the RV isolates and additionally revealed co-circulated species. The study demonstrates high genetic variability of Russian RVA isolates in VP4/VP7 genes and phylogenetically describes local RVB and RVC. Complete characterization of genomic segments is a crucial methodology in tracing the rotavirus's evolution and evaluating interspecies transmissions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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50. TargetCall: eliminating the wasted computation in basecalling via pre-basecalling filtering.
- Author
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Cavlak, Meryem Banu, Singh, Gagandeep, Alser, Mohammed, Firtina, Can, Lindegger, Joël, Sadrosadati, Mohammad, Mansouri Ghiasi, Nika, Alkan, Can, and Mutlu, Onur
- Subjects
DEEP learning ,SEQUENCE analysis ,GENOMICS ,GENOMES - Abstract
Basecalling is an essential step in nanopore sequencing analysis where the raw signals of nanopore sequencers are converted into nucleotide sequences, that is, reads. State-of-the-art basecallers use complex deep learning models to achieve high basecalling accuracy. This makes basecalling computationally inefficient and memory-hungry, bottlenecking the entire genome analysis pipeline. However, for many applications, most reads do not match the reference genome of interest (i.e., target reference) and thus are discarded in later steps in the genomics pipeline, wasting the basecalling computation. To overcome this issue, we propose TargetCall, the first pre-basecalling filter to eliminate the wasted computation in basecalling. TargetCall's key idea is to discard reads that will not match the target reference (i.e., off-target reads) prior to basecalling. TargetCall consists of two main components: (1) LightCall, a lightweight neural network basecaller that produces noisy reads, and (2) Similarity Check, which labels each of these noisy reads as on-target or off-target by matching them to the target reference. Our thorough experimental evaluations show that TargetCall 1) improves the end-to-end basecalling runtime performance of the state-of-the-art basecaller by 3.31 × while maintaining high (98.88 %) recall in keeping on-target reads, 2) maintains high accuracy in downstream analysis, and 3) achieves better runtime performance, throughput, recall, precision, and generality than prior works. TargetCall is available at https://github.com/CMU-SAFARI/TargetCall. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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