Biomarker of liver cirrhosis, and application thereof
A biomarker and drug technology, applied in the fields of genetic engineering and biomedicine, can solve problems such as defects in the transport process and abnormal plasma membranes of intestinal cells
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Embodiment 1
[0030] Example 1: Sample Collection and DNA Extraction
[0031] Patients with liver cirrhosis were from the First Affiliated Hospital of Zhejiang University in Hangzhou, and the matched healthy control group was volunteers. A total of 181 stool samples were collected in the experiment, 98 stool samples from Chinese patients with liver cirrhosis and 83 stool samples from healthy Chinese people, each Each individual's fresh feces samples were divided into 200mg / parts, a total of 5 parts, and immediately stored in a -80°C refrigerator.
[0032] Total DNA was extracted from fecal samples of 98 Chinese patients with cirrhosis and 83 healthy Chinese. Phenol trichloromethane treatment to extract DNA method to extract DNA.
Embodiment 2
[0033] Example 2: Construction of library and sequencing
[0034] The DNA library was constructed according to the operating instructions of the instrument manufacturer (Illumina). PE2*100bp sequencing was performed on the library. The library of 181 samples was sequenced on the Illumina HiSeq2000 (Illumina, San Diego, CA) platform. Each sample produced an average of 4.74Gb (sd.±2.04Gb) of high-quality sequencing results, with a total of 858Gb of sequencing data.
[0035] refer to figure 1 The experimental procedure for identifying relevant biomarkers of liver cirrhosis, wherein the omitted steps or details are well known to those skilled in the art, and several important steps are introduced as described in the following examples.
Embodiment 3
[0036] Example 3: Identification of biomarkers
[0037] 3.1 Basic processing of sequencing data
[0038] After obtaining the sequencing data of the 181 samples in the first phase, filter them, and perform quality control according to the following standards: a) remove reads with more than 3 N bases; b) remove low-quality (Q20) N50reads; c ) to remove more than 10 low-quality (Q2) bases or specify the number of tail N bases. Sequences with missing paired reads were considered as single reads for assembly.
[0039] 3.2 Obtaining a cirrhosis microbiome gene set
[0040] The main body of metagenomic biomarkers is genes and corresponding functions, so it is necessary to assemble sequenced sequences and predict genes, remove redundancy, and construct a non-redundant reference gene set. All sample reads were assembled into contigs with SOAPdenovo software. The unassembled reads of the samples were combined for de novo assembly. Finally, 4.4 million contigs were generated from 61...
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