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47 results about "Direct sequencing" patented technology

Direct sequencing means that the letters of the genetic code are read directly, as if with a magnifying glass. A DNA or RNA strand has a diameter of only two nanometers, so the magnification must be correspondingly powerful.

An oligonucleotide-based strategy for capture, detection, adaptation, and sequencing of TRNA using nanopore technology

PCT designated stage expiredWO2025096787A2Microbiological testing/measurementDirect sequencingTRNA modification
Disclosed are methods of preparing a sequencing library to quantify tRNA abundance and tRNA modifications in an RNA sample that comprises contacting RNA with oligonucleotides in the presence of a ligating agent and performing nanopore direct sequencing. It also discloses a kit to perform said method.
Owner:NORTHEASTERN UNIV (US) +1

Application of AAGAB gene molecular marker g.23443T > C in Hu sheep molecular marker-assisted breeding

The invention belongs to the technical field of Hu sheep molecular marker-assisted breeding, and particularly relates to application of an AAGAB gene molecular marker g.23443T > C in Hu sheep molecular marker-assisted breeding. According to the invention, Hu sheep is taken as a research object, PCR amplification, direct sequencing of products and sequence analysis are adopted, AAGAB gene polymorphism is analyzed, and correlation between different genotypes of polymorphic sites and different growth traits is comprehensively analyzed. An analysis result shows that g.23443T > C is remarkably related to the chest circumference of Hu sheep and the daily gain of Hu sheep from six-month-old to one-year-old, and the birth weight, weaning weight and six-month-old body weight of CC genotype are remarkably higher than those of TT and TC genotype individuals.
Owner:ZHEJIANG ACADEMY OF AGRICULTURE SCIENCES

Haplotype related to growth, meat production and feed conversion rate of pigs and breeding application

The invention belongs to the technical field of bioengineering, and particularly relates to a haplotype related to pig growth, meat production and feed conversion rate and breeding application. The genetic marker clones 22 loci from an lncMGPF gene promoter region of a pig No.8 chromosome. SNPs loci are typed through a direct sequencing technology, a linkage imbalance analysis result shows that 22 loci are all in a strong linkage imbalance state, haplotype analysis is further carried out, and a result shows that two main haplotypes are generated. Association analysis shows that compared with other combined haplotype individuals, the combined haplotype H1-H1 individuals have the characteristics that the day age time is short when the combined haplotype H1-H1 individuals reach 100 kg, the eye muscle thickness is large, and the average feed conversion ratio is small when the combined haplotype H1-H1 individuals are 30-100 kg. The invention provides a new marker for molecular breeding of pig meat traits.
Owner:HUAZHONG AGRI UNIV

Library building method for direct sequencing of single-stranded nucleic acid

The invention provides a library building method for direct sequencing of single-stranded nucleic acid, the library building method comprises providing a to-be-detected sequence fragment, and a preparation method of the to-be-detected sequence fragment comprises cutting a double-stranded molecular sequence formed by complementary pairing of internal bases of the single-stranded nucleic acid by using transposase so as to form the to-be-detected sequence fragment. Compared with an existing library building method of RNA direct sequencing, the library building method has the advantages that a pairing structure is formed by complementary bases of RNA or single-stranded DNA, and a transposase compound can be used for shearing and connecting the pairing structure. This is an attempt which has not been made before, and the library building efficiency is greatly improved through the library building mode.
Owner:BEIJING POLYSEQ BIOTECH CO LTD

Minimum residual disease (MRD) detection in early stage cancer using urine

PCT designated stage expiredWO2025106275A1Microbiological testing/measurementBiostatisticsDiseaseCytosine
Disclosed herein are methods, compositions, and devices for use in early detection of cancer. The claimed methods include the detection of minimal residual disease (MRD) by analysis of urine samples. The method may involve the use of methyl binding domain proteins or by direct sequencing and may involve detection of somatic variants or detection of methylated cytosines. Also claimed is a method which determines a cancer status by generating an input vector based on quantitative measures created from urine sequence reads and analysing the input vector with a machine learning based model.
Owner:GUARDANT HEALTH INC

Accelerated sequencing methods

Described herein are methods of generating a coupled sequencing read pair for a polynucleotide, and methods of analyzing the coupled sequencing read pair. The coupled sequencing read pair can be analyzed to detect polynucleotide variants, including at loci that are not directly sequenced within the coupled sequencing read pair. Other analytical methods can include using coupled sequencing read pairs to construct or validate a consensus sequence. The coupled sequencing read pair may be generated for a polynucleotide by generating sequencing data for a first region by extending a primer using labeled nucleotides; further extending the primer through a second region using nucleotides provided in a second region flow order, wherein primer extension through the second region is faster than primer extension through the first region; and generating sequencing data associated with a sequence of a third region of the polynucleotide by further extending the primer using labeled nucleotides.
Owner:ULTIMA GENOMICS INC

Spatial analysis using pore sequencers

Provided herein are methods of interrogating spatial gene expression in a sample using substrates having sequencing pores. The disclosed methods allow for spatial analysis of analytes from biological samples using a pore-based sequencing approach and without the need for a barcoded spatial array. In some embodiments, an analyte or intermediate agent thereof, is released from a biological sample and directly sequenced by traversing through pores of a sequencing array including a plurality of pores, e.g., nanopores. In some embodiments, light or other stimuli is used to release an analyte or intermediate agent thereof from a specific region of interest in the biological sample followed by sequencing using sequencing array including a plurality of pores.
Owner:10X GENOMICS INC

Method for analyzing tRNA using direct sequencing

The present invention discloses a method of quantifying tRNA abundance and tRNA modification in an RNA sample comprising contacting RNA with an oligonucleotide in the presence of a linker and performing nanopore direct sequencing. The invention also discloses a kit for carrying out the method.
Owner:GENE REGULATORY FOUNDATION CENTER

Joint element and method for constructing Oxford nanopore direct RNA sequencing library by joint element

The invention relates to the technical field of biology, and discloses a linker element and a method for constructing an oxford nanopore direct RNA sequencing library by the linker element, and the linker element comprises a partial double-strand dump structure formed by annealing a first nucleotide strand S and a second nucleotide strand AS; the first nucleotide chain S sequentially comprises a ligase recognition motif region, a sample tag sequence region, a first universal sequence region and a second universal sequence region in the 5 '-3' direction; the second nucleotide AS sequentially comprises a third universal sequence region, a first universal sequence reverse complementary region, a sample tag sequence reverse complementary region, a ligase recognition motif reverse complementary region and a polyadenylate tail recognition region according to the 5 '-3' direction. According to the method, RNA can be efficiently utilized, the high sequencing data utilization rate and high resolution uniformity are achieved, the technical problems that an existing Oxford nanopore direct RNA sequencing technology cannot effectively utilize initial RNA, and a plurality of library samples cannot be effectively split on the same chip are solved, and the economic and time cost of a practical application end is reduced.
Owner:WUHAN KANGCE TECH CO LTD +1

A primer for detecting single nucleotide polymorphism of sheep BMPR1B gene and its application

The present invention relates to a single nucleotide polymorphism detection primer for the sheep BMPR1B gene and its application, belonging to the field of gene technology. The SNP molecular marker corresponding to the primer of the present invention is located on chromosome 6 of the BMPR1B gene, and the primer is used for sheep marker-assisted selection breeding. The present invention provides a plurality of SNP molecular marker sites related to sheep reproductive traits, and determines the genotype of each site by directly sequencing the PCR product using sheep blood genomic DNA as a template. The present invention can be used as an effective molecular marker to improve sheep reproductive traits. The detection method is simple, rapid, and highly accurate, which can improve the breeding efficiency of sheep. It has high application value and provides more ways for the screening research of sheep reproductive traits.
Owner:NANJING AGRICULTURAL UNIVERSITY

Sequence of full-length RNA (Ribonucleic Acid) molecule based on nanopore, targeted direct sequencing method for epigenetic modification and application of targeted direct sequencing method

The invention discloses a target direct sequencing method based on the sequence and epigenetic modification of a full-length RNA (Ribonucleic Acid) molecule of a nanopore, and belongs to the technical field of RNA sequencing. Aiming at the problem that a nanopore cannot directly perform targeted sequencing on RNA, an extension joint is designed to prolong 5'and 3 'ends of an RNA molecule and compensate high sequencing errors of the tail ends, so that a middle RNA sequence is completely sequenced; the extension linker comprises a DNA probe, 5'extension RNA (ER5) and 3 'extension RNA (ER3), the DNA probe can specifically capture RNA molecules and enhance connection with the extension RNA, self-connection of RNA or the extension RNA is reduced to a great extent so as to ensure efficient and accurate RNA extension, target RNA is captured based on sequence complementation, connection deviation caused by different sequences is reduced, and the detection sensitivity is improved. And target sequencing can be carried out on interested RNA types. By constructing a targeted direct sequencing method of specific RNA based on nanopores, the problems that RNA cannot be detected and cannot be accurately detected in direct sequencing based on nanopores are solved, high-throughput and high-precision RNA sequencing is realized, full-length RNA direct sequencing is realized, information such as RNA abundance, sequence, epigenetic modification and the like is obtained at the same time through single sequencing, and the method is suitable for large-scale popularization and application. And a cancer diagnosis model can be constructed in combination with methods such as machine learning and the like, so that high-accuracy and high-specificity diagnosis of cancers is realized.
Owner:RENJI HOSPITAL AFFILIATED TO SHANGHAI JIAO TONG UNIV SCHOOL OF MEDICINE

Application of FABP3 gene molecular marker g.2596A > C in Hu sheep molecular marker assisted breeding

The invention belongs to the technical field of Hu sheep molecular marker-assisted breeding, and particularly relates to application of an FABP3 gene molecular marker g.2596A > C in Hu sheep molecular marker-assisted breeding. According to the invention, Hu sheep is taken as a research object, PCR amplification, direct sequencing of products and sequence analysis are adopted, FABP3 gene polymorphism is analyzed, and correlation between different genotypes of polymorphic sites and different growth traits is comprehensively analyzed. An analysis result shows that g.2596A > C is obviously related to the birth weight of Hu sheep, and the birth weight of AA genotype is obviously higher than that of CC genotype (P > 0.05).
Owner:ZHEJIANG ACADEMY OF AGRICULTURE SCIENCES +1

Fast-Forward Sequencing by Synthetic Methods

Methods for generating paired sequencing reads for a polynucleotide, and methods for analyzing paired sequencing reads, are described. Paired sequencing reads can be analyzed to detect polynucleotide variants, including at loci that are not directly sequenced within the paired sequencing reads. Other methods of analysis include using paired sequencing reads to construct or validate a consensus sequence. Paired sequencing reads for a polynucleotide can be generated as follows: by extending a primer with a labeled nucleotide to generate sequencing data for a first region; further extending the primer through a second region using nucleotides provided in a second region flow order, wherein the primer extends through the second region faster than the primer extends through the first region; and generating sequencing data related to the sequence of a third region of the polynucleotide by further extending the primer with a labeled nucleotide.
Owner:ULTIMA GENOMICS INC

Application of AAGAB gene molecular marker g.23443T>C in molecular marker-assisted breeding of Hu sheep

The present invention belongs to the technical field of molecular marker-assisted breeding of Hu sheep, and specifically relates to the application of the AAGAB gene molecular marker g.23443T>C in molecular marker-assisted breeding of Hu sheep. The present invention uses Hu sheep as the research object, employs PCR amplification, direct product sequencing, and sequence analysis methods to analyze AAGAB gene polymorphisms, and comprehensively analyzes the correlation between different genotypes at the polymorphic sites and different growth traits. The analysis results show that g.23443T>C is significantly correlated with the chest circumference and daily weight gain of Hu sheep from six months of age to one year old. The birth weight, weaning weight, and six-month-old weight of individuals with the CC genotype are significantly higher than those with the TT and TC genotypes.
Owner:ZHEJIANG ACADEMY OF AGRICULTURE SCIENCES

SNP (Single Nucleotide Polymorphism) molecular marker related to hatching number of pigeons and application thereof

The invention provides an SNP (Single Nucleotide Polymorphism) molecular marker related to the number of hatches of pigeons, which is mainly characterized in that the nucleotide sequence of the SNP molecular marker is shown as SEQ ID NO.3 or SEQ ID NO.4. The invention also provides an application of the SNP molecular marker related to the number of hatches of pigeons in identification and breeding of the number of hatches of pigeons, a specific primer pair for detecting the SNP molecular marker related to the number of hatches of pigeons, and a method for identifying or breeding of the number of hatches of pigeons. Through the molecular marker and the primer, a rapid, efficient and accurate molecular marker assisted breeding technology can be established by utilizing a PCR technology and a direct sequencing method, early breeding of Shifig pigeons is carried out, the feeding cost is reduced, and the production benefit is improved.
Owner:JIANGSU INST OF POULTRY SCI

A method for direct sequencing and typing of ABO blood group genes without nucleic acid extraction and its application

PendingCN122303407AGroup A - bloodDirect sequencing
This invention provides a simple, rapid, low-cost, high-throughput, and accurate integrated solution that eliminates the need for nucleic acid extraction and purification. It enables targeted capture, amplification, and first-generation sequencing analysis of all key regions of the ABO gene directly from various clinical samples, including whole blood, saliva, oral swabs, and dried blood spots. The operation is simple and low-cost, thus achieving accurate ABO blood typing, subtype analysis, and the discovery of new variants. The method described in this invention can be applied to the identification of difficult blood types, and can discover new ABO alleles, blood group gene chimeras, and rare blood types such as subtype-related intron mutations.
Owner:PEKING UNION MEDICAL COLLEGE HOSPITAL

A rs338618851 site snp molecular marker related to pork production efficiency of pigs and application thereof

The application discloses a SNP molecular marker of a site rs338618851 related to pork production efficiency of pigs and application. The genetic marker is cloned from a 93991071 site of a chromosome 6 of pigs. American Landrace pigs are selected as test materials, whole genome DNA is extracted from blood of the pigs, and a primer is designed according to a pig genome sequence NC_010448.4 published in an NCBI database. A base substitution of T or C exists at a 172th position of a primer amplification sequence, the substitution causes polymorphism at the position. The SNP site is typed through a direct sequencing technology, and correlation analysis shows that, compared with other gene individuals, a TT genotype individual at the 172th position is large in birth weight, large in eye muscle area and short in time to reach 100 kg at a certain age. The application provides a new marker for molecular breeding of pork production traits of pigs.
Owner:HUAZHONG AGRI UNIV

Sheep BMPR1B gene single nucleotide polymorphism detection primer and application

The invention relates to a sheep BMPR1B gene single nucleotide polymorphism detection primer and application, and belongs to the technical field of genes. The SNP molecular marker corresponding to the primer is located on the sixth chromosome of the BMPR1B gene, and the primer is used for marker-assisted selective breeding of sheep. The invention provides a plurality of SNP molecular marker sites related to sheep breeding traits, and the genotype of each site is judged by a method of taking sheep blood genome DNA as a template and directly sequencing a PCR product. The molecular marker can be used as an effective molecular marker for improving the breeding traits of the sheep, the detection method is simple and rapid, the accuracy is high, the breeding efficiency of the sheep can be improved, the application value is very high, and more ways are provided for screening and researching the breeding traits of the sheep.
Owner:NANJING AGRICULTURAL UNIVERSITY

InDel molecular marker related to growth traits of Haimen goats and application of InDel molecular marker

ActiveCN119506439AImprove growth traitssimple methodMicrobiological testing/measurementFood processingLivestock breedingDirect sequencing
The invention discloses an InDel molecular marker related to growth traits of Haimen goats and application of the InDel molecular marker, and belongs to the field of biotechnology and livestock breeding. The InDel molecular marker is a 58bp ins mutation located at the 67616252bp position of the genome sequence of the PPP1R13B gene, and the InDel molecular marker is a 58bp ins mutation located at the 67616252bp position. According to the method, the genotype is judged by taking the blood genome DNA of the Haimen goat as a template and directly sequencing a PCR (Polymerase Chain Reaction) product. Wherein the growth traits of the Haimen goats of the ID genotype are excellent, and the ID genotype can be used as an effective molecular marker for improving the growth traits of the Haimen goats. The detection method disclosed by the invention is simple and rapid, high in accuracy and low in price, can improve the breeding efficiency of the Haimen goats, and has a very high application value.
Owner:NANJING AGRICULTURAL UNIVERSITY

An oligonucleotide-based strategy for capture, detection, adaptation, and sequencing of trna using nanopore technology

PCT designated stage expiredWO2025096787A3Microbiological testing/measurementMaterial analysis by electric/magnetic meansDirect sequencingTRNA modification
Disclosed are methods of preparing a sequencing library to quantify tRNA abundance and tRNA modifications in an RNA sample that comprises contacting RNA with oligonucleotides in the presence of a ligating agent and performing nanopore direct sequencing. It also discloses a kit to perform said method.
Owner:NORTHEASTERN UNIV (US) +1

DNA basecaller for direct RNA sequencing and uses thereof in nanopores

PCT designated stageWO2026082954A1Microbiological testing/measurementBiostatisticsDna barcodesDirect sequencing
Disclosed is a method of training a complete DNA basecaller using high complex direct RNA sequencing (DRS) training datasets and applications of the trained complete DNA basecaller. Including a method to sequence single-cell RNA using capture oligonucleotides and oligonucleotides-DNA barcodes. The training of the DNA basecaller use a linked DNA-RNA oligonucleotide, in which the DNA part is complementary to the RNA part.
Owner:INSTITUCIO CATALANA DE RECERCA I ESTUDIS AVANCATS (ICREA) +1

Haploid breeding marker related to pig feed utilization rate and meat traits and application of haplotype breeding marker

The invention belongs to a bioengineering technology, and particularly relates to a haplotype breeding marker related to the utilization rate of pig feed and meat traits and application of the haplotype breeding marker. The genetic marker clones 19 sites of an SYISL gene promoter from a pig No.8 chromosome. Three pairs of primers are designed according to a pig genome sequence (NC010450.4) published by an NCBI (National Center of Biotechnology Information) database. 19 base substitutions exist in amplification sequences of the three pairs of primers. SNPs loci are typed through a direct sequencing technology, a linkage imbalance analysis result shows that 19 loci are all in a complete linkage imbalance state, and two haplotypes are generated through analysis. Association analysis shows that compared with other haplotype individuals, the combined haplotype H2-H2 individuals have the characteristics that the backfat thickness is small, the eye muscle thickness is large, the average feed intake of 30-100 kg of individuals is small, and the feed conversion ratio is small. The invention provides a new marker for molecular breeding of pig meat traits.
Owner:HUAZHONG AGRI UNIV

Digital micro-fluidic chip and integrated sequencing system and method

The invention provides a digital micro-fluidic chip and an integrated sequencing system and method.The digital micro-fluidic chip comprises a chip body and at least one nucleic acid extraction and library construction unit, and the nucleic acid extraction and library construction unit is arranged in the chip body and comprises a nucleic acid extraction module and a library construction module which are communicated; the nucleic acid extraction process and the library construction process can be continuously completed on the same digital micro-fluidic chip, manual or external intervention is not needed, and the constructed library can be transferred to a sequencer for direct sequencing. The whole process of nucleic acid extraction, library construction and sequencing can be automated, the reagent dosage can be reduced, the library construction and sequencing cost can be reduced, and the library construction and sequencing time can be shortened. The integrated sequencing system disclosed by the invention can realize smaller volume and electricity consumption, needs less manual operation, has low requirements on use environments (such as temperature, humidity, ventilation and the like), can be used in environments outside a laboratory, and is suitable for various application scenes.
Owner:宁波衡芯生物科技有限公司 +1

A SNP molecular marker related to growth traits of haimen goat and application thereof

The application discloses a SNP molecular marker related to growth traits of Haimen goats and application thereof, and belongs to the field of biotechnology and livestock breeding. The SNP molecular marker comprises an EGFR g.776097C>T mutation site. The application adopts a method of directly sequencing a PCR product as a template of blood genomic DNA of the Haimen goats to determine the genotype. The CC genotype is significantly related to the body length of the Haimen goats at three months old and the body weight, body length, body height, chest depth and chest circumference traits of the Haimen goats at six months old, and can be used as an effective molecular marker for improving the growth traits of the Haimen goats. The detection method is simple, rapid, accurate and low in price, can improve the breeding efficiency of the Haimen goats, and has high application value.
Owner:NANJING AGRICULTURAL UNIVERSITY

Library building method for RNA direct sequencing

PCT designated stage expiredWO2025031382A1Microbiological testing/measurementLibrary creationRNA libraryDirect sequencing
Provided is a library building method for RNA direct sequencing, comprising the following steps: S0, preparing a hybrid duplex: using an RNA sequence to be sequenced as a template, and forming an RNA / DNA hybrid duplex by means of reverse transcription; S1, preparing an adapter complex-transposase complex: co-incubating a non-RNA polynucleotide, a helicase and a transposase to obtain an adapter complex-transposase complex; and S2, preparing a sequencing library: the adapter complex-transposase complex is used to perform random cleavage on the RNA / DNA hybrid duplex to obtain a fragmented hybrid duplex; and then, the transposase is detached to obtain an adapter complex, and the adapter complex is linked to the fragmented hybrid duplex to obtain a sequencing library; and S3, performing nanopore sequencing on the sequencing library in step S2. A novel method for measuring a base sequence of a target RNA polynucleotide is realized, the linking efficiency of RNA library building is improved, and the process of RNA sequencing library building is simplified.
Owner:BEIJING POLYSEQ BIOTECH CO LTD

Detection method of goat ASAP1 gene insertion or deletion marker and application thereof

The invention relates to the technical field of livestock breeding, in particular to a detection method of a goat ASAP1 gene insertion or deletion marker and application of the detection method. Comprising the following operations: taking a whole genome of a goat to be detected as a template, marking the insertion / deletion of the goat ASAP1 gene, designing a primer according to the sequence of a regulation region of the goat ASAP1 gene, taking genome DNA of the Shaanbei white cashmere goat as the template, and detecting the insertion / deletion of the goat ASAP1 gene through PCR amplification, agarose gel electrophoresis and a direct sequencing technology. According to the present invention, the insertion / deletion polymorphism of the goat ASAP1 gene NC030809.1: rs65531471 site, the insertion / deletion polymorphism of the goat ASAP1 gene g.7140795171407952 site and the insertion / deletion polymorphism of the goat ASAP1 gene NC030809.1: rs652252293 site, the insertion / deletion polymorphism of the goat ASAP1 gene g.7144677071446796 site can be accurately and rapidly detected with low cost; the PCR amplification technology is used for detecting the insertion / deletion polymorphism of the goat ASAP1 gene, genotype and allele frequency analysis is carried out, it is found for the first time that the ASAP1 gene is remarkably related to the resistance of the Shaanbei white cashmere goat to the brucellosis, and the ASAP1 gene can serve as an effective DNA marker for goat brucellosis-resistant genetic breeding.
Owner:YULIN UNIV

A haplotype breeding marker related to pig feed utilization and meat production traits and application

The application belongs to bioengineering technology and particularly relates to a haplotype breeding marker related to pig feed utilization rate and meat production traits and application. The genetic marker is cloned from 19 sites of a SYISL gene promoter of a pig chromosome 8. Three pairs of primers are designed according to a pig genome sequence (NC_010450.4) published by NCBI database. There are 19 base substitutions in the amplified sequences of the three pairs of primers. The SNPs sites are typed by a direct sequencing technology, and the linkage disequilibrium analysis result shows that the 19 sites are all in a complete linkage disequilibrium state, and two haplotypes are generated by analysis. Correlation analysis shows that compared with other haplotype individuals, the H2-H2 combined haplotype individuals have thinner backfat thickness, larger eye muscle thickness, less average feed intake of 30-100 kg body weight and smaller feed-meat ratio. The application provides a new marker for pig meat production trait molecular breeding.
Owner:HUAZHONG AGRI UNIV

Multicomponent analysis methods, systems, devices, and storage media for direct RNA sequencing

Embodiments of the present application provide a direct RNA sequencing multi-omics analysis method, system, device and storage medium, relating to the technical field of biological information processing. The method comprises: obtaining sequencing data of direct RNA sequencing; aligning the sequencing data with a reference genome to obtain sequencing alignment data; performing full-length transcript identification according to the sequencing alignment data to obtain full-length transcript sequence data; performing transcript quantification processing on the sequencing data based on the full-length transcript sequence data to obtain transcript quantification data; processing the sequencing data according to a methylation modification prediction model to obtain methylation modification data; processing the full-length transcript sequence data according to a nascent mRNA prediction model to obtain nascent mRNA data; and performing correlation analysis according to the full-length transcript sequence data, the transcript quantification data, the methylation modification data and the nascent mRNA data to obtain direct RNA sequencing multi-dimensional information. The method can achieve the technical effect of sequencing accuracy.
Owner:GUANGZHOU APPARENT BIOTECHNOLOGY CO LTD

Basic group identification method and system based on full convolutional network, medium and program

The invention discloses a base identification method and system based on a full convolutional network, a medium and a program, and belongs to the technical field of base identification. The method comprises the following steps: constructing a base modulation model based on a DenseNet convolutional neural network; constructing a data set to train the base calling model; collecting an electric signal of a to-be-identified basic group; and inputting the electric signal into a trained base modulation model for identification to obtain a sequence of a base to be identified. According to the base modulation model provided by the invention, through innovative full convolutional network architecture and species-specific model training, the base modulation accuracy of direct RNA sequencing is remarkably improved, many defects in the prior art are overcome, and wide application prospects and remarkable beneficial effects are shown.
Owner:SICHUAN UNIV