Methylpy. Methylprep is part of the methylsuite. Methylpy

 
 Methylprep is part of the methylsuiteMethylpy  After alignment of the sequence reads to a reference genome, methylation counts are analyzed to determine genomic regions that are differentially methylated between two or

tsv allc_GSM2481626. Schultz; beta version of tutorial is released! What can methylpy do? Processing bisulfite sequencing data and NOMe-seq data. 66 (Adapted Stein & Brown method) Melting Pt (deg C): 117. py fails at the stage of testing single-end-pipeline with bowtie. /Allc/ICE2-CR-1. Guo-liang Xu. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. Hello, as a new learner of methylpy I am curious about how to acquire mapping efficiency, since it seems not shown in the output result in total. The allC file generated by methylpy was used to calculate methylation percentage for a locus. methylpy only considers cytosines that are in uppercase in the genome fasta file (i. Molecular Formula CHClIN. Error: Unable to access jarfile picard/picard. methylpy . 068420 Da. 3 RNA-seq: analysis was performed by hisat2 v2. MethylC-seq data: Read trimming, alignment, and methylation calling were performed using the methylpy pipeline from Schultz et al. not masked) methylpy was initiated by and built on the work of Mattew D. Welcome to the home page of methylpy, a pyhton-based analysis pipeline for (single-cell) (whole-genome) bisulfite sequencing data (single-cell) NOMe-seq data ; differential methylation analysis . {"payload":{"allShortcutsEnabled":false,"fileTree":{"docs":{"items":[{"name":"images","path":"docs/images","contentType":"directory"},{"name":"README. I have run the methylpy_test command and I got exactly like Rahul. 在单个碱基分辨率下,每个胞嘧啶位点的甲基化水平都是根据映射到该基因座的甲基化与总读数之比估算的概率。. MethylC-seq: analysis was performed by Methylpy 1. 2. japonica with data available. Developing fetal tissue methylomes. 78 and in the other is 0. 1. ValueError: percentile must be in the range [0, 100] · Issue #14 · yupenghe/methylpy · GitHub. An organic cation that is porphyrin bearing four 1-methylpyridinium-4-yl groups at the 5-, 10-, 15- and 20-positions. Developing new energy has been the main choice, and the exploitation of the electrochemical energy storage devices plays an important role. <xarray. This can be done by adding the below command to ~/. System Variables. This product was recently added by customer request, and is available for your convenience. tion level and (assuming it is like the Ecker/Methylpy format) extract the number of methylated read and the total number of read for the cytosines covered and in the right genomic context (CG or CH) :param sam-ple_name: name of. For cell-type identification, only mCG. Davieni4yashiro commented on Sep 8, 2022 Hi yupeng, thanks for this powerful package. ChemSpider ID 74925. The ALLC (ALL Cytosine) format is a tab-separated table containing base level methylation and coverage counts. Raw reads were trimmed for adapters and mapped using methylpy to all the amplicons pooled together for sequencing. Methylpy software was used to extract weighted methylation rate at each available cytosine from BAM files containing only deduplicated and uniquely mapped reads (Schultz et al. 其核心功能是差异甲基化分析和差异甲基化位点和区域的注释。. 1) (Krueger and Andrews, 2011) with default options. Hi, I'm currently attempting to run reidentify-DMR on the DMRfind results. # install methylpy, bowtie/bowtie2 and other methylpy dependencies: RUN pip install methylpy: RUN conda install -y -c bioconda bowtie && conda install -y -c bioconda bowtie2: RUN pip install cutadapt && conda install -y -c bioconda samtools: RUN mkdir -p /usr/share/man/man1: RUN apt-get -y install openjdk-11-jdk # install dependencies for. Hello, I wonder if methylpy can filter reads by the methylation level of HCH. Hill, Maria-Jesus Blanco, Francesco G. ChemSpider ID 17727. I have looked through bowtie2 report but it seems different from this. 2,6-Di- tert -butyl-4-methylpyridine is a sterically hindered, non-nucleophilic base which distinguishes between protonic and Lewis acids. , 2015). Fork 46. Note. Average mass 143. 1 HiC-seq: analysis was performed by HiC-pro v2. However, the use of conventional techniques such as electroporation, particle bombardment and. Differential methylation in Geoduck juveniles reared in different CO2 conditions - Shelly_Pgenerosa/destranded_v_stranded. 1. This product was recently added by customer request, and is available for your convenience. WGBS/NOMe-seq Data Processing & Differential Methylation Analysis - Releases · yupenghe/methylpyA Poly (3, 4-ethylenedioxythiophene): polystyrenesulfonate (PEDOT:PSS)/carbon conductive paste was prepared and coated on a conducting FTO glass to construct counter electrode for polymer heterojunction dye-sensitized solar cells (DSSCs). Open. Given that you already have a conda environment in which you want to have this package, install with: mamba install methylpy and update with:: mamba update methylpy. ChemSpider ID 76857. 4. 6 on a plant genome. 0 license, unless otherwise stated. 2009. 5 ATAC-seq: analysis was performed by bowtie1. Advanced Science is a high-impact, interdisciplinary science journal covering materials science, physics, chemistry, medical and life sciences, and engineering. Doherty, Boyd L. ChemicalBook 致力于为化学行业用户提供2,6-二叔丁基-4-甲基吡啶的性质、化学式、分子式、比重、密度,同时也包括2,6-二叔丁基-4-甲基吡啶的沸点、熔点、MSDS、用途、作用、毒性、价格、生产厂家、用途、上游原料、下游产品等信息。Abstract. tsv allc_GSM2986381. 50-242-5786. 2011) is used to trim adaptor sequences and then bowtie (Langmead et al. Molecular Formula CHN. Each row in an ALLC file corresponds to one cytosine in the genome. I used Bismark (with Bowtie) to align my reads and would like to use Methylpy to identify DMRs. Average mass 111. Schultz; beta version of tutorial is released! What can methylpy do? Processing bisulfite sequencing data and NOMe-seq data. The allC file generated by methylpy was used to calculate methylation percentage for a locus. tsv. mRNA-seq (samples 27 to 35): Raw FASTQ files were quality filtered and trimmed for adapter sequences with Trim Galore using default parameters. Normalisation . The allC file generated by methylpy was used to calculate methylation percentage for a locus. 8 and GEM v2. eMolecules 5-CHLORO-2-CYANO-3-METHYLPY 1G. After mapping, deduplication of sequences was. 3 RNA-seq: analysis was performed by hisat2 v2. Schultz; beta version of tutorial is released! What can methylpy do? Processing bisulfite sequencing data and NOMe-seq data. The allC file generated by methylpy was used to calculate methylation percentage for a locus. #85 opened on May 17 by FarzanehRah. DNA methylation plays key roles in transposable element (TE) silencing and gene expression regulation. /Allc/ICE2-CR-3. Average mass 138. (even if I use the test data in the tutorial). 1 Genome_build: Eutrema salsugineum v1. Monoisotopic mass 135. 1 HiC-seq: analysis was performed by HiC-pro v2. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. 0003333333333333333 as cutoff. 42-Methoxy-6-methylpyrazine. Description. Methylpy software was used to extract weighted methylation rate at each available cytosine from BAM files containing only deduplicated and uniquely mapped reads (Schultz et al. Average mass 127. The BED file contains three columns: chrom: required. [Show full abstract] reactions, such as X1/X2 = ‐OCMe3 , ‐OSiMe3, ‐OPh, Cl‐ or Br‐; Le = THF/py/4‐methylpy. Phenols show a two-electron oxidation wave on cyclic voltammetry in acetonitrile at a less positive potential than for the corresponding methyl ether (Table 6. methylpy DMRfind --allc-files WT_ht_pool. More relevant content may be added as customer demand. In other words, molecular interactions between the solvent and the ions increase from TEA + to BF 4 ¯. 3 RNA-seq: analysis was performed by hisat2 v2. ChEBI CHEBI:37447Status: Public on Jun 17, 2015: Title: MethylC-seq_VIP_neurons_rep1: Sample type: SRA : Source name: Vasoactive intestinal peptide-positive inhibitory neurons from mouse neocortexChemicalBook 致力于为化学行业用户提供2,6-二叔丁基吡啶的性质、化学式、分子式、比重、密度,同时也包括2,6-二叔丁基吡啶的沸点、熔点、MSDS、用途、作用、毒性、价格、生产厂家、用途、上游原料、下游产品等信息。Methylpy has a significant advantage in running speed and is easy to understand. Average mass 154. Version 1. During the discharge process, both anions and cations could return to the electrolyte. DMRfind passed when testing methylpy and runs without any errors. ChemSpider ID 14248254. 2017 The Authors New Phytologist New Phytologist Trust New Phytologist (2017) 214: 808–819 New Phytologist Research 809. 1. Phenol radical-cation is a strong acid with pK a ca. io/biocontainers/methylpyI&#39;m running methylpy single-end-pipeline currently and it has been working very well! Except that indexing is taking a very long time, and it only uses one core even though I set --num-procs 32. 1. methylpy . 250bp is arbitrary to some degree but it can be justified by the observation that the methylation status of CpGs within ~200bp are correlated. 1. 2-Benzylamino-4-Methylpyridine. 0 and StringTie v1. Also, an overall increase in the baseline ofRaw reads were trimmed for adapters and mapped using methylpy to all the amplicons pooled together for sequencing. Semantic Scholar extracted view of "A Metal-free ionic liquid Dual-ion battery based on the reversible interaction of 1-Butyl-1-Methylpyrrolidinium cations with 1,4,5,8-Naphthalenetetracarboxylic dianhydride" by Weichen Zhu et al. Human body epigenome maps reveal noncanonical DNA methylation variation Nature 523, 212–216 (2015). ide. methylpy only considers cytosines that are in uppercase in the genome fasta file (i. IUPAC Standard InChIKey: PGSWEKYNAOWQDF-UHFFFAOYSA-N Copy CAS Registry Number: 488-17-5 Chemical structure: This structure is also available as a 2d Mol file or as a computed 3d SD file The 3d structure may be viewed using Java or Javascript. Beckley, Michael A. Keywords. 3b ChIP-seq: analysis was performed by bowtie1. start: required. 1 HiC-seq: analysis was performed by HiC-pro v2. Methylpy does not calculate group-wise difference but it is no super difficult to calculate statistics like difference in median/mean methylation level using R or python pandas. 3b ChIP-seq: analysis was performed by bowtie1. Progressive increase in sequencing capacity present challenges in terms of processing analysis and the interpretation of the large amount of data; investigating differential. Various combinations of M&B 35,769, 2:4-diamino-5-[3(4-4'-chlorophenylphenoxy)propyl-1-oxy]-6-methylpy rimidine HCl, plus sulphadoxine, and of M&B 35,769 plus dapsone, were examined and it was concluded that no universally. . 1 HiC-seq: analysis was performed by HiC-pro v2. PEDT applications are reviewed depVisit ChemicalBook To find more 2-Methoxy-3-methylpyrazine(2847-30-5) information like chemical properties,Structure,melting point,boiling point,density,molecular formula,molecular weight, physical properties,toxicity information,customs codes. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation. For cell-type identification, only mCG. Raw reads were trimmed for adapters and mapped using methylpy to all the amplicons pooled together for sequencing. ChEBI. 3 RNA-seq: analysis was performed by hisat2 v2. Molecular Formula CHClIN. eMolecules 34-DIMETHOXY-2-METHYLPY 100MG. 194 Da. 1 shows the mechanism of NGB. Usage on Bridges-2. 484 Da. 68, but the latter is labeled as. Catalog No. The allC file generated by methylpy was used to calculate methylation percentage for a locus. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. Molecular Formula CHFN. 2) “call-methylation-state” tool with “--binom-test True --paired-end True” options CG methylation levels bigwig files were generated with methlypy (version 1. To create a new environment, run: mamba create --name myenvname methylpy. Bang-An Wang received his PhD degree in Biochemistry and Cell Biology at Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, in the lab of Prof. 5,10,15,20-tetrakis(N-methylpy ridinium-4-yl)porphyrin. bashrc file: export. 8 and GEM v2. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. Herein, a high-performance dual-ion battery system is proposed, which consists of a graphite cathode and SnS2 anode, with a high. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. . 89 Boiling Pt, Melting Pt, Vapor Pressure Estimations (MPBPWIN v1. halosulfuron-methyl. tsv allc_GSM2986382. , 2009; Moran et. During the charging process, Pyr 14 + cations combine with NTCDA, and TFSI-anions insert into the graphite layers. 2. Hi Yupeng, I am facing a problem with methylpy DMRfind. For example, ->. Q&A for work. Average mass 135. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. 2-Chloro-5-methylpyridine 1-ox. jar Traceback (most recent call last): File &quot;/home/poch. Monoisotopic mass 158. The weighted average DNA methylation levels of specific regions of interest were calculated by the add-methylation-level function in MethylPy under the restriction (depth ≥ 5) and further. 0. On Wed, Feb. 0 and. The files are located here. 211 (red line, Fig. Molecular Formula CHClN. The invention relates to a preparation method of acipimox for treating hyperlipidemia, belonging to the field of medicines. 018875 Da. 67 estimate) = 1. Downgrading cutadapt to the version methylpy supported is one option. 018875 Da. For MethylC-seq data: Reads were trimmed, aligned, and methylation called using the methylpy pipeline (Schultz et al. To see what modules were recently added or removed and why see Environment Module Add / Remove log for the last 30 days. 3. Papareddy opened this issue on Feb 5, 2020 · 2 comments. 2,6-DI-Tert-butyl-4-methoxyphenol is a natural product found in Betula platyphylla var. 0 Recipe: / methylpy / meta. 3 RNA-seq: analysis was performed by hisat2 v2. 163 Da. Note: You may have to increase the resource limits in Docker's settings as this container size (and the resources methylpy needs to run) will be quite large. mRNA-seq (samples 27 to 35): Raw FASTQ files were quality filtered and trimmed for adapter sequences with Trim Galore using default parameters. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. 95 Boiling Pt, Melting Pt, Vapor Pressure Estimations (MPBPWIN v1. 4. tsv --samples WT P4 --mc-type CHH --num-procs 16 --output-prefix CHH. 2) “call-methylation-state” tool with “--binom-test True --paired-end True” options CG methylation levels bigwig files were generated with methlypy (version 1. 2015; doi: 10. 42): Boiling Pt (deg C): 326. Conclusions: Among the computational approaches for identifying differentially methylated regions from high-throughput bisulfite sequencing datasets, DMRfinder is the first that integrates all the. 0) (Schultz et al. Average mass 255. start: required. For methylpy we will need to use the --pbat option. , 2015). 1. 115692 Da. The preparation method comprises steps of with 2, 5-dimethylpyrazine as a raw material, carrying out nitrogen oxidation. 2-Methylpyridine - borane (1:1) Molecular Formula CHBN. tsv --samples WT P4 --mc-type CHH --num-procs 16 --output-prefix CHH. Hi Yupeng, I am using linux to run methylpy. Its easy installation and user-friendly. Only DMRs with significant difference ( P ≤ 0. Molecular Formula CHNO. 50-245-6039. Interestingly, although gemBS was the fastest pipeline for the A. Closed. After I get this file, I need to perform another operation on it to finally get the DMR filtered by methylation different. 068420 Da. You can create an empty RegionDS with a BED file, with only the region coordinates recorded. The two four-coordinate N-heterocyclic carbene (NHC) copper(I) complexes, [Cu(Ph-BenIm-methylPy)(POP)]PF 6 (1), and [Cu(Ph-Im-methylPy)(POP)]PF 6 (2) Ph-BenIm-methylPy = 3-benzyl-1-(6-methyl-pyridin-2-yl)-1H-benzimidazolylidene, Ph-Im-methylPy = 3-benzyl-1-(6-methyl-pyridin-2-yl)-1H-imidazolylidene, POP = bis[2. More information about the EC Inventory can be found here. More relevant content may be added as customer demand increases. DNA methylation occurs at CG, CHG and CHH sequence contexts in plants. Dear Yupeng, I am having trouble with running DMRfind for some of my datasets that were downloaded from NCBI (Arabidopsis bisulfite seq GSE67216). Abstract. Despite the power of single-cell sequencing for unbiased identification of cell types,. Raw reads were trimmed for adapters and mapped using methylpy to all the amplicons pooled together for sequencing. 5) or a related hydrocarbon. 8 and GEM v2. Pooled PCR product was resolved on 2% agarose gel, smear. #83 opened on Feb 20 by Biomamba. 因为并非所有的DNA甲基化背景都是对称的,所以两条链均会产生甲基化水平,因此可以分别进行分析。. I used methylpy to generate the allC files and then merge replicates for samples -all of w. On an average, the. e. Can you tell me if my pipeline is finishe. 0. 5 and StringTie v1. 首先,对3个R包进行简单介绍。. #83 opened on Feb 20 by Biomamba. Abstract and Figures. Methylpy software was used to extract weighted methylation rate at each available cytosine from BAM files containing only deduplicated and uniquely mapped reads (Schultz et al. Monoisotopic mass 135. 1 HiC-seq: analysis was performed by HiC-pro. 推荐使用最新版本的R进行安装,这样可以使用最新版本的. 048424 Da. This article is cited by 135 publications. Even though a variety of. Molecular Formula CHNO. #85 opened on May 17 by FarzanehRah. . rapa and ~6. 1 DAP-seq: analysis was performed by bowtie2. Molecular Formula CHNO. 1 DAP-seq: analysis was performed by bowtie2. io/biocontainers/methylpy. PCR products were cleaned up using 0. yupenghe / methylpy Public. The current issue is that the context column (4th) format in the input file is not supported by methylpy. --- layout: post title: Aug. Last, methylpy counted the methylated basecalls (cytosines) and unmethylated basecalls (thymines) for each cytosine position in the corresponding reference genome sequence (mm10 or lambda). Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. Introduction. fast and flexible pipeline for both single-end and paired-end. 1. 1 HiC-seq: analysis was performed by HiC-pro. Molecular Formula CHNO. 1. General Description. - GitHub - jlab-code/MethylStar: A fast and robust pre-processing pipeline for bulk or single-cell whole-genome bisulfite sequencing (WGBS) data. 8 and GEM v2. The allC file generated by methylpy was used to calculate methylation percentage for a locus. An ALLC file contains 7 mandatory columns. 3 has major changes on options related to mapping. 2. Predicted data is generated using the US Environmental Protection Agency s EPISuite™. When the parental WGBS data was mapped to the combined genome (TO100 + R500), a small fraction of reads of each sample mapped to the other sub-genome, ~1. 163 Da. 4. Average mass 171. . DML for alleles was estimated as average differences of mCHH levels between lines carrying reference and non-reference alleles, whereas it for. Methylpy (Version 1. To examine local DNA methylation changes, we identified seed-development-related (sdev) differentially methylated regions (DMRs) and germination-related (germin) DMRs by combining differentially methylated cytosine sites within 100 bp using the methylpy pipeline . . 1. 预测所有CpG位点的平均甲基化水平. ChemSpider ID 109585. 16 (Adapted Stein & Brown method) Melting Pt (deg C): 31. 5a. xlsx) Submission date: May 08, 2017: Last. 6-[(cyclopropanecarbonyl)amino]-4-{[2-methoxy-3-(1-methyl-1H-1,2,4-triazol-3-yl)phenyl]amino}-N-methylpyridazine-3-carboxamide | C20H22N8O3 | CID 138713709. thaliana samples, the percentage of ambiguously mapped reads was considerably higher than that of MethylStar, thus demonstrating a trade-off between speed and mapping. 2. Papareddy opened this issue on Feb 5, 2020 · 2 comments. Supplementary_files_format_and_content: tab delimited allC file showing total number of reads (total) and reads reporting methylation (mc. 4. methylpy. Methylpy is a python-based analysis pipeline for (single-cell) (whole-genome) bisulfite sequencing data (single-cell) NOMe-seq data; differential methylation analysis; Documentation. Bismark. 利用DMLtest函数call DML,分为一下几个步骤:. 21 Conference call #### paper repo: - Decided on Hollie's. 2) “call-methylation-state” tool with “--binom-test True --paired-end True” options CG methylation levels bigwig files were generated with methlypy (version 1. gz. 42): Boiling Pt (deg C): 326. 0 license, unless otherwise stated. ChemSpider ID 490943. DSS:该软件包专为高通量测序数据的差异分析而. We utilized window strategy (Stroud etal. Everything looks good when I run the run_test. 1. Hi Yupeng, I am facing a problem with methylpy DMRfind. 25 Boiling Pt, Melting Pt, Vapor Pressure Estimations (MPBPWIN v1. To see what modules were recently added or removed and why see Environment Module Add / Remove log for the last 30 days. The EC Inventory is a combination of three independent European lists of substances from the previous EU chemicals regulatory frameworks (EINECS, ELINCS and the NLP-list). NCBI's Gene Expression Omnibus (GEO) is a public archive and resource for gene expression data. 4. Methylprep is part of the methylsuite. Some alkylpyrazines are naturally occurring highly aromatic substances which often have a very low odor threshold [1] and contribute to the taste and aroma of various foods including cocoa, baked goods, coffee and wines. We review the synthesis routes, conductivity enhancement methods and applications of PEDOT in industrial and biomedical. Per-cytosine methylation level was obtained using methylpy (version 1. 该包的目的是处理RRBS以及WGBS的测序数据。. Further sustainable development assumes an atomistically precise understanding of how the electrolyte binds to the electrode in the charged and uncharged states of the supercapacitors and Li-ion batteries. The basic chemical and physical properties of PEDT are discussed to outline the fundamentals which lead to PEDT as a highly valuable electric and electronic material. NCBI's Gene Expression Omnibus (GEO) is a public archive and resource for gene expression data. methylpy has took long time. tsv allc_GSM2481633. 4. methylpy. Average mass 128. MCDS> Dimensions: (cell: 16985, count_type: 2, geneslop2k: 40331, mc_type: 2) Coordinates: * cell (cell) <U10 '10E_M_207' '10E_M_338'. 3b ChIP-seq: analysis was performed by bowtie1. 1-Butyl-1-methylpyrrolidinium tetrafluoroborate 98%, H2O <500 ppm; CAS Number: 345984-11-4; Synonyms: N-n-Butyl-N-methylpyrrolidinium tetrafluoroborate,Butylmethylpyrrolidinium tetrafluoroborate; find Sigma-Aldrich-900809 MSDS, related peer-reviewed papers, technical documents, similar products & more at. xml at master · shellywanamaker/Shelly. 2. not masked) methylpy was initiated by and built on the work of Mattew D. . I used to use bismark, and the mapping efficiency is about 40-60%, which is quite low when compared with other plant species. Methylpy, a pyhton-based analysis pipeline for. ; Once the image has been created successfully, run the container using the following command. ChemSpider ID 146179. You can also browse global suppliers,vendor,prices,Price,manufacturers of 2-Methoxy-3. 0 and. The code I used is: methylpy DMRfind --allc-files . 200 Da. In this contribution, we report for the first time a novel potassium ion-based dual-graphite battery concept (K-DGB), applying graphite as the electrode material for both the anode and cathode. methylprep is a python package for processing Illumina methylation array data. - importing call_mc_se: pass - importing call_mc_pe: pass - importing DMR. 2-Acetyl-5-methylpyridine. MethylC-seq: analysis was performed by Methylpy 1. tsv allc_GSM2481635. 0. 3-methyl-5-phenylpyrazole. Log Octanol-Water Partition Coef (SRC): Log Kow (KOWWIN v1. By contrast, Methylpy and gemBS use their own inbuilt aligners and generally display poorer alignment statistics. 01) and absolute difference greater than 0. 2. e. 4 , call-methylation-state and merged both strand to increase coverages at each CG sites Differentially methylated regions (DMRs) were defined by the DMRfind function in methylpy 1. PCR plate was treated with the following program: 95 °C for 2 min, 98°C for 30 sec, 17 cycles of (98°C for 15 sec, 64°C for 30 sec, 72°C for 2min), 72°C for 5 min then 4°C. Raw reads were trimmed for adapters and mapped using methylpy to all the amplicons pooled together for sequencing.