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Python完成GB文件格式編碼序列編碼序列Fasta文件類型

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  本文關鍵給大家介紹了Python完成GB文件格式編碼序列編碼序列Fasta文件類型實例詳細說明,感興趣的小伙伴可以參考借鑒一下,希望可以有一定的幫助,祝愿大家盡可能發展,盡早工作上得到晉升


  GB文件類型和FASTA文檔詳細介紹


  在生物學中會有將GB文件格式編碼序列編碼序列成Fasta文件類型的需要,接下來我們運用python腳本制作來解決這些問題。


  gb格式文檔是GenBank的文檔,用于儲存編碼序列的詳細資料。包括一個gene的名字,序號,發現人,論文參考文獻,外顯子部位,編碼區編碼序列,蛋白序列等等信息。


  比如:


  LOCUS NM_213806 849 bp mRNA linear MAM 24-SEP-2019
  DEFINITION Sus scrofa Fas ligand(TNF superfamily,member 6)(FASLG),mRNA.
  ACCESSION NM_213806
  VERSION NM_213806.1
  KEYWORDS RefSeq.
  SOURCE Sus scrofa(pig)
  ORGANISM Sus scrofa
  Eukaryota;Metazoa;Chordata;Craniata;Vertebrata;Euteleostomi;
  Mammalia;Eutheria;Laurasiatheria;Cetartiodactyla;Suina;Suidae;
  Sus.
  REFERENCE 1(bases 1 to 849)
  AUTHORS Lin F,Fu YH,Han J,Shen M,Du CW,Li R,Ma XS and Liu HL.
  TITLE Changes in the expression of Fox O1 and death ligand genes during
  follicular atresia in porcine ovary
  JOURNAL Genet.Mol.Res.13(3),6638-6645(2014)
  PUBMED 25177944
  REMARK GeneRIF:Data suggest forkhead box protein O1(FoxO1)involvement
  in the regulation of TNF-related apoptosis-inducing ligand TRAIL
  and Fas ligand FasL expression during follicular atresia.
  Publication Status:Online-Only
  REFERENCE 2(bases 1 to 849)
  AUTHORS Xie GH,Wang SJ,Wang Y,Zhang Y,Zhang HZ,Jin S,Wang QF,Liu ZC
  and Ge HL.
  TITLE Fas Ligand gene transfer enhances the survival of tissue-engineered
  chondrocyte allografts in mini-pigs
  JOURNAL Transpl.Immunol.19(2),145-151(2008)
  PUBMED 18503890
  REMARK GeneRIF:the result indicates that the expression of FasL by
  chondrocytes is capable of inducing apoptosis of activated T cells
  REFERENCE 3(bases 1 to 849)
  AUTHORS Chang HW,Jeng CR,Lin CM,Liu JJ,Chang CC,Tsai YC,Chia MY and
  Pang VF.
  TITLE The involvement of Fas/FasL interaction in porcine circovirus type
  2 and porcine reproductive and respiratory syndrome virus
  co-inoculation-associated lymphocyte apoptosis in vitro
  JOURNAL Vet.Microbiol.122(1-2),72-82(2007)
  PUBMED 17321702
  REMARK GeneRIF:The expression of FAS and FAS ligand in splenic
  macrophages co-infected with porcine circovirus 2 and porcine
  reproductive and respiratory syndrome virus is reported
  REFERENCE 4(bases 1 to 849)
  AUTHORS Tayade C,Black GP,Fang Y and Croy BA.
  TITLE Differential gene expression in endometrium,endometrial
  lymphocytes,and trophoblasts during successful and abortive embryo
  implantation
  JOURNAL J.Immunol.176(1),148-156(2006)
  PUBMED 16365405
  REFERENCE 5(bases 1 to 849)
  AUTHORS Bai L,Maedler K,Donath M and Tuch BE.
  TITLE Expression of Fas but not Fas ligand on fetal pig beta cells
  JOURNAL Xenotransplantation 11(5),426-435(2004)
  PUBMED 15303979
  REMARK GeneRIF:FasL was not detected on fetal pig pancreatic cells but
  could be induced on both beta and non-beta cells when the cells
  were treated with IL1beta.
  Erratum:[Xenotransplantation.2016 Mar;23(2):171-2.PMID:27106874]
  REFERENCE 6(bases 1 to 849)
  AUTHORS Tsuyuki S,Kono M and Bloom ET.
  TITLE Cloning and potential utility of porcine Fas ligand:overexpression
  in porcine endothelial cells protects them from attack by human
  cytolytic cells
  JOURNAL Xenotransplantation 9(6),410-421(2002)
  PUBMED 12371937
  REFERENCE 7(bases 1 to 849)
  AUTHORS Motegi-Ishiyama Y,Nakajima Y,Hoka S and Takagaki Y.
  TITLE Porcine Fas-ligand gene:genomic sequence analysis and comparison
  with human gene
  JOURNAL Mol.Immunol.38(8),581-586(2002)
  PUBMED 11792426
  REFERENCE 8(bases 1 to 849)
  AUTHORS Muneta Y,Shimoji Y,Inumaru S and Mori Y.
  TITLE Molecular cloning,characterization,and expression of porcine Fas
  ligand(CD95 ligand)
  JOURNAL J.Interferon Cytokine Res.21(5),305-312(2001)
  PUBMED 11429161
  COMMENT PROVISIONAL REFSEQ:This record has not yet been subject to final
  NCBI review.The reference sequence was derived from AB027297.1.
  ##Evidence-Data-START##
  Transcript exon combination::AB027297.1,AF397407.1[ECO:0000332]
  RNAseq introns::single sample supports all introns
  SAMN01893940,SAMN01915393
  [ECO:0000348]
  ##Evidence-Data-END##
  FEATURES Location/Qualifiers
  source 1..849
  /organism="Sus scrofa"
  /mol_type="mRNA"
  /db_xref="taxon:9823"
  /chromosome="9"
  /map="9"
  gene 1..849
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /note="Fas ligand(TNF superfamily,member 6)"
  /db_xref="GeneID:396726"
  CDS 1..849
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /note="CD95 ligand;tumor necrosis factor(ligand)
  superfamily,member 6;fas antigen ligand"
  /codon_start=1
  /product="tumor necrosis factor ligand superfamily member
  6"
  /protein_id="NP_998971.1"
  /db_xref="GeneID:396726"
  /translation="MQQPFNYPYPQIFWVDSSATSPWASPGSVFPCPASVPGRPGQRR
  PPPPPPPPPPPPTLLPSRPLPPLPPPSLKKKRDHNAGLCLLVMFFMVLVALVGLGLGM
  FQLFHLQKELTELRESASQRHTESSLEKQIGHPNLPSEKKELRKVAHLTGKPNSRSIP
  LEWEDTYGIALVSGVKYMKGSLVINDTGLYFVYSKVYFRGQYCNNQPLSHKVYTRNSR
  YPQDLVLMEGKMMNYCTTGQMWARSSYLGAVFNLTSADHLYVNVSELSLVNFEESKTF
  FGLYKL"
  mat_peptide 1..390
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /product="ADAM10-processed FasL form.{ECO:0000250}"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="propagated from UniProtKB/Swiss-Prot(Q9BEA8.1)"
  mat_peptide 1..249
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /product="FasL intracellular domain.{ECO:0000250}"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="propagated from UniProtKB/Swiss-Prot(Q9BEA8.1)"
  misc_feature 244..249
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="Cleavage,by SPPL2A.{ECO:0000250};propagated from
  UniProtKB/Swiss-Prot(Q9BEA8.1);cleavage site"
  misc_feature 247..309
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="propagated from UniProtKB/Swiss-Prot(Q9BEA8.1);
  transmembrane region"
  misc_feature 388..393
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="Cleavage,by ADAM10.{ECO:0000250};propagated from
  UniProtKB/Swiss-Prot(Q9BEA8.1);cleavage site"
  mat_peptide 391..846
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /product="Tumor necrosis factor ligand superfamily member
  6,soluble form.{ECO:0000250}"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="propagated from UniProtKB/Swiss-Prot(Q9BEA8.1)"
  misc_feature 553..555
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="N-linked(GlcNAc...)asparagine.{ECO:0000255};
  propagated from UniProtKB/Swiss-Prot(Q9BEA8.1);
  glycosylation site"
  misc_feature 751..753
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="N-linked(GlcNAc...)asparagine.{ECO:0000255};
  propagated from UniProtKB/Swiss-Prot(Q9BEA8.1);
  glycosylation site"
  misc_feature 781..783
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /experiment="experimental evidence,no additional details
  recorded"
  /note="N-linked(GlcNAc...)asparagine.{ECO:0000255};
  propagated from UniProtKB/Swiss-Prot(Q9BEA8.1);
  glycosylation site"
  exon 1..351
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /inference="alignment:Splign:2.1.0"
  exon 352..397
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /inference="alignment:Splign:2.1.0"
  exon 398..454
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /inference="alignment:Splign:2.1.0"
  exon 455..849
  /gene="FASLG"
  /gene_synonym="CD95-L;FASL;TNFSF6"
  /inference="alignment:Splign:2.1.0"


  ORIGIN


  1 atgcagcagc ccttcaatta cccatacccc caaatcttct gggtggacag cagtgctacc


  61 tctccctggg cctccccagg ctcagtcttc ccctgtccag cttctgtgcc aggaaggcca


  121 gggcaaagga ggccaccacc accaccgccg ccaccgccac caccaccaac actcctgcca


  181 tcaagaccgc tgcctccact gccaccgcca tctctgaaga agaagaggga ccacaatgca


  241 ggcctgtgtc tccttgtgat gttcttcatg gttctggtgg ccctggttgg attggggctg


  301 gggatgtttc agctcttcca cctacagaag gagctgactg aactcagaga gtctgccagc


  361 caaaggcata cagaatcatc tttggagaag caaataggtc accccaatct accctctgag


  421 aaaaaggagc tgagaaaagt ggcccactta acaggcaagc ctaactcaag atccatccct


  481 ctggaatggg aagacaccta tggaattgcc ttggtctctg gggtgaagta tatgaagggc


  541 agccttgtga tcaatgacac tgggctgtat tttgtgtatt ccaaagtgta cttccggggt


  601 cagtactgca acaaccagcc cctgagtcac aaggtataca caaggaactc taggtatccc


  661 caggacctgg tgctgatgga gggaaagatg atgaactatt gcactactgg ccaaatgtgg


  721 gcccgcagca gctacctggg ggctgtgttc aatctcacca gcgctgacca tttatatgtc


  781 aacgtatctg agctctctct ggtcaatttt gaggaatcta agacattttt tggcttatat


  841 aagctctga


  //


  fasta格式是一種基于文本用于表示核酸序列或多肽序列的格式。其中核酸或氨基酸均以單個字母來表示,且允許在序列前添加序列名及注釋。該格式已成為生物信息學領域的一項標準。


  例如:


  >NM_213806


  ATGCAGCAGCCCTTCAATTACCCATACCCCCAAATCTTCTGGGTGGACAGCAGTGCTACC


  TCTCCCTGGGCCTCCCCAGGCTCAGTCTTCCCCTGTCCAGCTTCTGTGCCAGGAAGGCCA


  GGGCAAAGGAGGCCACCACCACCACCGCCGCCACCGCCACCACCACCAACACTCCTGCCA


  TCAAGACCGCTGCCTCCACTGCCACCGCCATCTCTGAAGAAGAAGAGGGACCACAATGCA


  GGCCTGTGTCTCCTTGTGATGTTCTTCATGGTTCTGGTGGCCCTGGTTGGATTGGGGCTG


  GGGATGTTTCAGCTCTTCCACCTACAGAAGGAGCTGACTGAACTCAGAGAGTCTGCCAGC


  CAAAGGCATACAGAATCATCTTTGGAGAAGCAAATAGGTCACCCCAATCTACCCTCTGAG


  AAAAAGGAGCTGAGAAAAGTGGCCCACTTAACAGGCAAGCCTAACTCAAGATCCATCCCT


  CTGGAATGGGAAGACACCTATGGAATTGCCTTGGTCTCTGGGGTGAAGTATATGAAGGGC


  AGCCTTGTGATCAATGACACTGGGCTGTATTTTGTGTATTCCAAAGTGTACTTCCGGGGT


  CAGTACTGCAACAACCAGCCCCTGAGTCACAAGGTATACACAAGGAACTCTAGGTATCCC


  CAGGACCTGGTGCTGATGGAGGGAAAGATGATGAACTATTGCACTACTGGCCAAATGTGG


  GCCCGCAGCAGCTACCTGGGGGCTGTGTTCAATCTCACCAGCGCTGACCATTTATATGTC


  AACGTATCTGAGCTCTCTCTGGTCAATTTTGAGGAATCTAAGACATTTTTTGGCTTATAT


  AAGCTCTGA


  處理步驟


  將文件夾下gb文件批量讀取


  將各個gb文件中的登錄號和具體序列抽提出來,并寫入fasta文件


  將fasta文件進一步處理去掉換行符,使一個完整的序列中沒有換行符


  將所有處理好的fasta文件存入一個新建的子文件夾中


  Python腳本代碼如下:


  #!/usr/bin/env python
  #-*-encoding:utf-8-*-
  '''
  File:gb2fasta.py
  Time:2020/07/04 14:15:13
  Author:Ai
  Version:1.0
  Contact:aqy0716 163.com
  License:(C)Copyright 2020 SCAU
  Desc:將gb文件轉換為fasta文件,同時轉成無換行符,最后存入新的子文件夾中
  '''
  #here put the import lib
  import os
  import shutil
  def gb2fasta(path):
  #從gb文件中抽取登錄號和具體序列信息存入同名fasta文件
  #讀取文件夾相關信息
  for root,dirs,files in os.walk(path):
  for file in files:
  #打印文件所屬目錄
  print(root+''+file)
  #獲取文件路徑
  path_gb=os.path.join(root,file)
  flag=0
  if path_gb[-2:]=='gb':
  #打開新建fasta文件準備寫入
  fasta=open(path_gb[:-2]+'fasta','w')
  #打開gb文件,準備讀取序列信息并寫入fasta文件
  with open(path_gb,'r')as f:
  #逐行掃描
  for line in f:
  #如果是ACCESSION行,則寫入fasta文件作為序列標題
  if line[0:9]=='ACCESSION':
  fasta.writelines('>'+line.split()[1]+'n')
  #如果是ORGIN行,代表是序列
  elif line[0:6]=='ORIGIN':
  flag=1
  elif flag==1:
  #通過空格符(空格換行制表)對字符串進行切片
  s=line.split()
  #非空切片字符打印
  if s!=[]:
  #print(s)
  #去掉列表首個元素(數字序號)后,連接所有元素即為完整序列按行寫入fasta文件
  seq=''.join(s[1:])
  fasta.writelines(seq.upper()+'n')
  fasta.close()
  def multi2single(path):
  #此函數功能為:將多行序列轉換為單行序列(即去掉換行符),成為標準fasta文件
  for root,dirs,files in os.walk(path):
  for file in files:
  path_full=os.path.join(root,file)
  #有fasta且不為single.fasta,才進行單行轉換,否則會重復創建文件夾
  a=path_full[-5:]=='fasta'
  if path_full[-12:]=='single.fasta':
  b=True
  else:
  b=False
  b=bool(1-b)
  if a&b:
  fr=open(path_full,'r')
  fw=open(path_full[:-6]+'_single.fasta','w')
  seq={}
  for line in fr:
  if line.startswith('>'):#判斷字符串是否以‘>開始'
  name=line.split()[0]#以空格為分隔符,并取序列為0的項。
  seq[name]=''
  else:
  seq[name]+=line.replace('n','')
  fr.close()
  for i in seq.keys():
  fw.write(i)
  fw.write('n')
  fw.write(seq<i>)
  fw.write('n')
  fw.close()
  def copy2subdir(path):
  #將生成的_single.fasta文件存入新的子文件夾.singl_fasta中
  root1=path
  for root,dirs,files in os.walk(path):
  subdir=os.path.join(root1,'singl_fasta')
  for file in files:
  oldfile=os.path.join(root1,str(file))
  newfile=os.path.join(root1,'singl_fasta',str(file))
  if not os.path.exists(subdir):
  os.makedirs(subdir)
  print("目錄創建成功!")
  if oldfile[-12:]=='single.fasta':
  if not os.path.exists(newfile):
  shutil.copyfile(oldfile,newfile)
  print("n你的fasta文件保存在:"+subdir+"文件夾下n")
  if __name__=="__main__":
  path=input("請輸入路徑")#此處輸入D:docugb2fasta
  gb2fasta(path)
  multi2single(path)
  copy2subdir(path)


  運行情況


  PS D:vscode_python_magic>&d:/ruanjiancangku/python_projectkotin/venv/Scripts/python.exe d:/vscode_python_magic/實驗室-magic/序列處理/gb2fasta.py
  D:docugb2fasta1-FASLG-swine-849bp-NM_213806.fasta
  D:docugb2fasta1-FASLG-swine-849bp-NM_213806.gb
  ['1','atgcagcagc','ccttcaatta','cccatacccc','caaatcttct','gggtggacag','cagtgctacc']
  ['61','tctccctggg','cctccccagg','ctcagtcttc','ccctgtccag','cttctgtgcc','aggaaggcca']
  ['121','gggcaaagga','ggccaccacc','accaccgccg','ccaccgccac','caccaccaac','actcctgcca']
  ['181','tcaagaccgc','tgcctccact','gccaccgcca','tctctgaaga','agaagaggga','ccacaatgca']
  ['241','ggcctgtgtc','tccttgtgat','gttcttcatg','gttctggtgg','ccctggttgg','attggggctg']
  ['301','gggatgtttc','agctcttcca','cctacagaag','gagctgactg','aactcagaga','gtctgccagc']
  ['361','caaaggcata','cagaatcatc','tttggagaag','caaataggtc','accccaatct','accctctgag']
  ['421','aaaaaggagc','tgagaaaagt','ggcccactta','acaggcaagc','ctaactcaag','atccatccct']
  ['481','ctggaatggg','aagacaccta','tggaattgcc','ttggtctctg','gggtgaagta','tatgaagggc']
  ['541','agccttgtga','tcaatgacac','tgggctgtat','tttgtgtatt','ccaaagtgta','cttccggggt']
  ['601','cagtactgca','acaaccagcc','cctgagtcac','aaggtataca','caaggaactc','taggtatccc']
  ['661','caggacctgg','tgctgatgga','gggaaagatg','atgaactatt','gcactactgg','ccaaatgtgg']
  ['721','gcccgcagca','gctacctggg','ggctgtgttc','aatctcacca','gcgctgacca','tttatatgtc']
  ['781','aacgtatctg','agctctctct','ggtcaatttt','gaggaatcta','agacattttt','tggcttatat']
  ['841','aagctctga']
  ['//']
  D:docugb2fasta2-LTA-swine-1584bp-NM_214453.fasta
  D:docugb2fasta2-LTA-swine-1584bp-NM_214453.gb
  ['1','agaaaggggc','ccacaggggt','cccgcacagc','aggtgagact','ctcccacccc','atctcctagg']
  ['61','gctgtccggg','tgctggactc','ccccctcact','tcggtccctc','cgcccgctcc','ctggccttcc']
  ['121','tgcccctcct','gcatcttcac','cccggcctgg','gccttggtgg','gtttggtttt','ggtttgttct']
  ['181','ctctgattct','ttatctgtca','ggctctttct','agctctcaca','cactctgatc','cctctctgtt']
  ['241','cccttcccat','ctctgtttct','ctctgggtct','ccccctgctc','acctcgggat','ttccctgagt']
  ['301','gcctctggtc','cccttctctg','tctggcgccc','cgtctcttgt','ctctcggggt','ggctgtctcc']
  ['361','gagggcagga','ggccttcttc','cgcaggtgcc','ccgccccgct','cactgtctct','ctccccccac']
  ['421','aggttttccc','catgacacca','cctggacgcc','tctacctccg','gagggtgtgc','agcaccccca']
  ['481','tcctcctcct','cctggggctg','ctgctggccc','tgccgcccga','ggcccagggg','ctccctggcg']
  ['541','tcggcctccc','accctcagct','gcacagcctg','cccatcagca','ccccccaaag','cacttggcca']
  ['601','gaggcaccct','caaacctgcc','gctcacctcg','ttggagaccc','cagcaccccg','gactcactgc']
  ['661','gctggagagc','gaacacggat','cgtgccttcc','tccgccatgg','cttcttgctg','agcaacaact']
  ['721','ccctgctggt','ccccaccagt','ggcctctact','ttgtctactc','ccaggtcgtc','ttctccgggg']
  ['781','aaggctgctt','ccccaaggcc','acccccaccc','ctctctacct','ggcccacgag','gtccagctct']
  ['841','tctcctccca','gtaccccttc','cacgtgccgc','tcctcagcgc','tcagaagtcc','gtgtgccccg']
  ['901','ggccacaggg','accttgggtg','cgctctgtgt','accagggggc','tgtgttcctg','ctcacccagg']
  ['961','gagatcagct','gtccacacac','acagacggca','ccccccacct','gctcctcagc','cccagtagcg']
  ['1021','tcttctttgg','agccttcgct','ctatagaaga','atccagaaag','aaaaaaattg','gtttcaaggc']
  ['1081','cttctcccct','tttcacctcc','cttatgacca','cttcggaggt','caccgcgcct','ctcctctgac']
  ['1141','aatttccaac','agtctcatct','tcccccacgc','tcagcacctg','gagcttctgt','agaaggaatt']
  ['1201','ctaggcacct','cgggggaact','ggaaccaccc','cggatgctct','gctgaggatc','tgaatgcccg']
  ['1261','cctggagccc','ttcccctgtc','ctgcccgtct','aggggccctc','gtccaggacg','tggaagggaa']
  ['1321','gctgacccat','gagggacttt','gaacggatga','ccggagcggt','gtgggggggt','tatttatgaa']
  ['1381','ggggaaaatt','aaattattta','tttatggagg','atggagagaa','gggaatcaca','gagggatgtc']
  ['1441','agaagagtgt','gacacatgtg','cccaagagat','aaagtgacag','aaggcatggg','ctccagatga']
  ['1501','cccggccaga','gagggcaaag','tggctcagga','aggggctgct','tgactggagg','ctcatgagga']
  ['1561','gacggctgac','cctcgatgaa','accc']
  ['//']
  D:docugb2fasta3-LTB-swine-950bp-NM_001185138.fasta
  D:docugb2fasta3-LTB-swine-950bp-NM_001185138.gb
  ['1','tcggatgggg','gcaccggggc','tggagggccg','gggtaggagg','ccccagggga','agggatgcct']
  ['61','cctgctggcc','gtggcagggg','ccacttccct','ggtgaccctc','ctgctggccg','tgcctatcac']
  ['121','ggtcctggct','gtgctggcct','tggtgcccca','ggagcaggga','gaactggtaa','cagggaccgc']
  ['181','tgacccaggc','acccaggcgg','aggcccagca','gcgattggag','tccaaggaga','cgccagagga']
  ['241','ggaggcagaa','acagatctca','gccccaggct','cccagctgcc','cacctcattg','gcgcttggat']
  ['301','cacgggtcag','gggctaggct','gggaggcgaa','gaaagaagag','gcgtttctga','ggagcgggac']
  ['361','gcagttctct','ggcgcggagg','gcctggccct','cccgcaggac','ggcctctact','acctctactg']
  ['421','tcacgtcggc','taccggggcc','gggcacctcc','tcccggcggg','gaccccctgg','accgctcggt']
  ['481','cacgctgctc','agccggctgt','accgggcggg','gggcgcctac','ggaccgggga','ctcccgagct']
  ['541','gctgctggag','ggcgcggaga','ctgtgactcc','ggtcttggac','cccagtcgga','ggcacgagta']
  ['601','cgggcccctc','tggtacacga','gcgtggggtt','cggtggcctg','gtgcagctcc','ggaggggcga']
  ['661','gagggtgtac','gttaatatca','gtcaccccga','tatggtggat','tacaggagag','gaaagacctt']
  ['721','cttcggggcg','gtgatggtgg','gctgaggact','gtccgcggcc','cgagaggacc','actgcatggt']
  ['781','gggagtgtgt','cgatggatca','agcccagaca','cggggtccca','gacaccaggc','cagacaccat']
  ['841','ggccgtgggg','aaaatgcagg','agatcgtgtg','gaaaactgat','tttgagcctg','atgaaaataa']
  ['901','agaatgtaaa','agctttaatn','gctgcccatg','ccaaaaaaaa','aaaaaaaaaa']
  ['//']
  D:docugb2fasta4-TNF-swine-1666bp-NM_214022.fasta
  D:docugb2fasta4-TNF-swine-1666bp-NM_214022.gb
  ['1','cccagagtga','ggacaccagg','ggaccagcca','ggagagagac','aagccatctc','caggaccccc']
  ['61','tagaaataac','ctctcagaag','acacaccccc','gaacaggcag','ccggacgact','ctctccctct']
  ['121','cacacgctgc','cccggggcgc','caccatctcc','cagctggacc','tgagcccctc','tgaaaaagac']
  ['181','accatgagca','ctgagagcat','gatccgagac','gtggagctgg','cggaggaggc','gctcgccaag']
  ['241','aaggccgggg','gcccccaggg','ctccaggagg','tgcctgtgcc','tcagcctctt','ctccttcctc']
  ['301','ctggtcgcag','gagccaccac','gctcttctgc','ctactgcact','tcgaggttat','cggcccccag']
  ['361','aaggaagagt','ttccagctgg','ccccttgagc','atcaaccctc','tggcccaagg','actcagatca']
  ['421','tcgtctcaaa','cctcagataa','gcccgtcgcc','cacgttgtag','ccaatgtcaa','agccgaggga']
  ['481','cagctccaat','ggcagagtgg','gtatgccaat','gccctcctgg','ccaacggcgt','gaagctgaaa']
  ['541','gacaaccagc','tggtggtgcc','gacagatggg','ctgtacctca','tctactccca','ggtcctcttc']
  ['601','aggggccaag','gctgcccttc','caccaacgtt','ttcctcactc','acaccatcag','ccgcatcgcc']
  ['661','gtctcctacc','agaccaaggt','caacctcctc','tctgccatca','agagcccttg','ccagagggag']
  ['721','acccccgagg','gggccgaggc','caagccctgg','tacgaaccca','tctacctggg','aggggtcttc']
  ['781','cagctggaga','aggatgatcg','actcagtgcc','gagatcaacc','tgcccgacta','tctggacttt']
  ['841','gctgaatctg','ggcaggtcta','ttttgggatc','attgccctgt','gagggggcag','gacatccgtt']
  ['901','ccctcccctg','tccatccctt','tattatttta','ctccttcaga','ccccctcacg','tccttctggt']
  ['961','ttagaaagag','aatgaggggc','tggggactgg','gctccaagct','taaaacttta','aacaacaaca']
  ['1021','gcaacactta','gaaatcaggg','attcagggat','gtgtggcctg','gacaaccagg','cactgaccac']
  ['1081','caccaagaat','tggaactggg','gcttccagac','tcgctggggt','ccttgggttt','ggattcctgg']
  ['1141','atgcaacctg','ggacatctgg','aatgtggctg','ccagggaagc','ttgggttcca','atcggaatac']
  ['1201','ttcagaacat','tccttgagaa','gatttcacct','caatcttgat','gactttttag','gcttcccttt']
  ['1261','cttccaattt','tccagacttc','cctgggatgg','ggagcccagc','cccaaacccc','acaggccagc']
  ['1321','tccctcttat','ttatatttgc','acttggcatt','attatttatt','tatttattta','ttatttattt']
  ['1381','actagtgaat','gtatttattc','aggagggcga','ggtgtcctgg','gagacccagc','ataagggctg']
  ['1441','ccttggttca','gatgtgtttt','ctgtgaaaac','ggagctgaac','tgtaggttgc','tcccacctgg']
  ['1501','cctcctagcc','tctgtgcctc','cttttgctta','tgtttttaaa','aacaaatatt','tatctgatcg']
  ['1561','agttgtctaa','ataatgctga','tttggtgact','aacttgtcgc','tacatcgctg','aacctctgct']
  ['1621','ccccagggga','gttgtgtctg','taaccgccct','actggtcagt','ggcgag']
  ['//']
  D:docugb2fasta5-TNFSF4-swine-549bp-NM_001025217.fasta
  D:docugb2fasta5-TNFSF4-swine-549bp-NM_001025217.gb
  ['1','atggaagggg','tccaacccct','agatgaaaat','gtgggaaacg','caccaggacg','aagactcttg']
  ['61','aggaacaagc','tattgttggt','ggcctccgta','attcagggtc','tggggttgct','cctgtgtctc']
  ['121','acctacatct','gcctgcacct','ctatgctcag','gtgccatctc','agtaccctcc','aattcagagt']
  ['181','atcaaagtac','aatttaccaa','gtgtgaaaat','gataatggtt','tcatcatcac','accctcaagc']
  ['241','aaggatggaa','ccatgaaagt','gcaaaacaac','tcaatcatca','tcaactgtga','tgggttctat']
  ['301','ctcatctccc','tgaagggtta','cttttctcag','gagctcagcc','tcatgcttca','gtaccggaag']
  ['361','ggtcggaaac','ctctcttctc','cctgaacaag','gtcaagtctg','tggactctgt','cacagtagcc']
  ['421','gatctggctt','tcaaggacaa','ggtcttcctg','aacgtgacca','ctcatagtgc','ctcctgtgaa']
  ['481','gacattcagg','tgaatggtgg','ggaattgatt','ctcattcatc','aaaatcctgg','tggattctgt']
  ['541','gtctactga']
  ['//']
  D:docugb2fasta6-TNFSF10-swine-1696bp-NM_001024696.fasta
  D:docugb2fasta6-TNFSF10-swine-1696bp-NM_001024696.gb
  ['1','agcagtcaga','ccctgcctgg','accatggcgg','tgatgcagac','tccaggaggc','cccagccccg']
  ['61','ggcagacctg','tgtgttgatc','ctgatcttca','cagtgctcct','gcaagccctc','tgtgtggcct']
  ['121','tgacttacgt','gtacttcacc','aatgaactga','aacagatgca','ggacaagtac','tccaaaagcg']
  ['181','gtatagcttg','cttcttaaag','gaagatgaca','gtttctggga','tcccaccgat','gacgagagaa']
  ['241','tgctcagccc','ctgctggcag','gtgaagtggc','agctacgtca','gtttgtgaga','aagatgattt']
  ['301','tgagaaccta','tgaggaaacc','atttctacag','tttcagaaaa','gcaacaaggc','attcctcacc']
  ['361','tagaaagaga','aaaaggtcca','cagagagtgg','ctgctcacat','aactggaacc','agtaggaaaa']
  ['421','gaagcacatt','tccatctcta','agctccaaat','atgaaaaagc','tttgggccag','aaaataaact']
  ['481','cctgggaatc','atcaagaaaa','ggacattcat','tcttgaataa','ttttcacttg','aggaatggag']
  ['541','agctggttat','ccatcaaaca','gggttttact','acatctattc','ccaaacatac','tttcgatttc']
  ['601','aggaacctga','ggaaattttg','ggaacggttt','ctacagaagg','gaacagaaag','aaaaacaggc']
  ['661','aaatgataca','gtatatttac','aaatggacaa','gctatcctga','ccctatactg','ctgatgaaaa']
  ['721','gtgctagaaa','tagttgttgg','tctaaagatt','cagaatatgg','actctattcc','atctatcaag']
  ['781','gtggaatatt','tgagcttaag','gaagatgacc','gaatttttgt','ctctgttact','aatgagcaac']
  ['841','tgattgacat','ggaccaagaa','gccagttttt','tcggggcctt','tttaattggc','taaatgatct']
  ['901','gcagggaaaa','aaaccatgcc','ccagagtgac','tattcagagt','cgtatactgt','gaaaatattc']
  ['961','cagcagagcc','aataggttaa','ggcagcctga','gcaaagaggc','ctcaacccaa','aggctcaaca']
  ['1021','acacaagctt','tttggaaagt','gaaaagtgac','caattccttc','caggaaaatg','aaactgccaa']
  ['1081','gagaccttgt','ggagctctgc','ctgatgtcat','tttgctagta','aacatctaga','agatactctg']
  ['1141','tctccaaatt','tgtgtaacaa','ttaacacctc','ctgcctttat','catctaatcc','tgtgaagatt']
  ['1201','ctagaagaaa','gagtagtgat','ccatctcagg','tgggaataag','ggacaacatt','cccaaaacta']
  ['1261','aagagaaaag','ggcagcactg','aaaggtcaca','gtcaatatat','gcagtttcag','tacaaacata']
  ['1321','acaaattaaa','gctacgttta','gtggacaagg','agctacttct','gaatggtttg','tgcttttctc']
  ['1381','tactaaaaat','caggctggcc','aaaagcactc','agggtatttt','tgataaagga','ctctaaaata']
  ['1441','agtgataaag','tatggcgata','cctcagaaaa','ctaaatacag','aactaccaca','tgacccagca']
  ['1501','atcccactcc','tgtgcatata','tctggacaaa','actttccttg','aaaaagatac','attcatctct']
  ['1561','atgctcattg','cagcactatt','cacagtagcc','aagacatgga','aacacctata','tgtctatgaa']
  ['1621','tggatgaata','gattaagaag','gtgtgttatg','tatacatant','ggaatactgg','gaagccataa']
  ['1681','aaaggacaaa','gaggcc']
  ['//']
  D:docugb2fasta7-TNFSF13b-swine-1013bp-NM_001097498.fasta
  D:docugb2fasta7-TNFSF13b-swine-1013bp-NM_001097498.gb
  ['1','tctaggaggg','aaatggatga','ctccacgggg','gagcagtcac','gcctttcttg','ccttagcacg']
  ['61','agagaagaaa','tgaaactgaa','ggagacggtc','cccatcctcc','cccagaagga','aagcccctct']
  ['121','gtccgcatct','ccaaagatgg','gaagctgctg','gtcgtgaccc','tgctgctggc','cctgctgtcc']
  ['181','tgctgcctca','cggggatctt','tgcaccacca','gctccaaggg','agagcagctc','cattcaaagc']
  ['241','aacaggagta','agcgcgccgc','gcaggatgcg','gaggagacag','tcactcagga','ctgcttgcaa']
  ['301','ttgattgcag','acagtgacat','gcctactata','cgaaaaggag','cttatacatt','tgttccatgg']
  ['361','cttctcagct','ttaaaagagg','aagagcccta','gaagaaaaag','aaaataaaat','cgtggtcaaa']
  ['421','gaaacgggtt','acttttttat','atacggtcag','gttttataca','ccgataacac','ctttgccatg']
  ['481','gggcatctca','tacagaggaa','gaaagtccat','gtctttgggg','atgaactgag','tctggtgact']
  ['541','ttgttccgat','gtattcaaaa','tatgcctgaa','acactaccca','ataattcctg','ttattcagct']
  ['601','ggcattgcaa','agctggagga','aggagatgaa','ctccaactgg','caataccacg','tgaagacgct']
  ['661','aaaatatcac','gggatggaga','cggcacattt','tttggtgcat','tgaaacttct','gtgacctact']
  ['721','tacaccttgt','ttgtggctct','tgccctccct','ccctctgtac','ctctaaagag','aaaacactta']
  ['781','actggaaata','ccaaaagggg','aaaaaaaagt','agttaccata','gccttttctg','tgagctgttt']
  ['841','gttttggttt','gctgaaacta','gaccaaaaca','ggaaatttaa','cagacaacca','cagccaaagg']
  ['901','gtatcatgtg','aattacaaga','aatagagccc','atttaagaaa','aaatagaatt','agaaagactt']
  ['961','ttcactgtaa','tgccatgttg','aacagcttag','tcatagcttc','ttgtcttgga','gga']
  ['//']
  D:docugb2fasta8-TNFSF18-swine-5005bp-XM_005667782.fasta
  D:docugb2fasta8-TNFSF18-swine-5005bp-XM_005667782.gb
  ['1','gcattccatt','taacaaatga','aaaggctaag','gcataaagaa','ccaggagaga','gaaccggaga']
  ['61','tttcctcaat','tttagtgtag','taaatcaaca','gttttagtgc','taggaagttt','tttggaatag']
  ['121','agtgtaaact','cagatggtag','gacagggtgc','atgaaaatat','ccttttctat','gataacttta']
  ['181','tttctgtctg','atgtcagcat','tgaaatttca','gagtattaaa','atggtgaggt','atgaaaaaac']
  ['241','taagcttgtt','gttattgaca','tatttttaaa','aataaaattc','tagtaataca','ttactgtttt']
  ['301','ctagagatta','tctcagaatg','gacacattgt','ataccctagc','aattgatgaa','aatatttttc']
  ['361','ccaaaccatg','aaccccagca','tccttagctc','cctgacctac','tgcctcccac','aaacatgata']
  ['421','tttggagtat','gatagacctt','catcttgaat','ttcattcttt','ttcttacaaa','agtaattttc']
  ['481','ttatctggaa','ataatttgta','atgttgaata','gttccatagt','tcctcttgct','tcagaaaata']
  ['541','tttatttttc','ctcttaactt','cccttgttgg','gttttttttt','tttaaatcat','ctgtgtttgt']
  ['601','gttggcttct','agccctcagt','tccagcacct','ttggtctggt','gccaaatgtt','agtcagcact']
  ['661','taggctaaaa','gtatcgtttt','ccaacaccca','gatcagaagg','aaaactccgc','ctcttacacc']
  ['721','cactacttag','tgctatacta','caaaactgac','tagttgaatc','atgtgctcat','tacttctgaa']
  ['781','tttctgcttt','tcacaactct','cattcctgca','gagaatgagt','ttgagccaca','tggagaatat']
  ['841','gcctttaagc','cattcaagtc','ctcacgcagc','acagagacca','tcctggaagc','aatggctact']
  ['901','ctactcaaca','atagttattt','tgctattact','ttgctccttc','agtgcactaa','tcttaacttt']
  ['961','tctcccactc','aagacctcca','acaggccatg','tgtagcgaag','tttggaccat','taccttcaaa']
  ['1021','atggcaaatg','ccatctcctg','agccttcttg','tgtgaataag','acagatgatt','ggaggctgaa']
  ['1081','gatacttcag','aatggcttgt','atttaattta','tggccaagtg','gctcccaaca','cagcttacaa']
  ['1141','ggggcaagct','ccttttgagg','tgttgctacg','taggaatgaa','gaccccatac','aatctctaac']
  ['1201','gaacaattct','acagtccaga','atgtaggagg','ggcttatgaa','tttcatgctg','gagatgtaat']
  ['1261','agacttgata','ttcaatgctg','aacatcaggt','tctaaaaaat','aatacatact','gggggatctt']
  ['1321','tctgctagca','aatccccaat','tcatctccta','gagactcagt','taggtctcct','catcttcagc']
  ['1381','acatgcagag','atgccagtgc','ataggatgga','gaaggaagat','tttcaacaca','tacagttcat']
  ['1441','ctgggtatac','aaatcaacat','gaacagatct','cctctgcatg','tgaagcttca','tttctcctgc']
  ['1501','ttattgaatg','agactcagaa','agcactgaag','acatttggtt','acccctgatg','ttgggtcagc']
  ['1561','aaagacactt','tactagttca','tgataaaatg','aaaatgggtg','gctggaagac','aaaatctttt']
  ['1621','caaagtgtct','gtctaatcct','tgaacccctg','agtggaaaaa','tgaggtctat','tcccataata']
  ['1681','gccttatata','gcatgcaaaa','aaagaccagg','gcagtagcct','ggtcttgttc','ttatattctt']
  ['1741','ggactgtgga','ctgtttcaat','tcattcttcc','catattctca','tcttaggaga','cactcttaat']
  ['1801','aaaatgtagt','cagagtgggt','gtgtggccag','caacactcca','ttttggagtt','gatgagatta']
  ['1861','ggggatagag','aacactctta','ggaaatattg','ggacagaatt','tcagttggca','ttgaaatgga']
  ['1921','atgcacttta','ttcgggaatt','tcacttgatt','tcatcatcaa','gtgcagggtg','ctctataaaa']
  ['1981','cctgctggtc','aaaaggctag','ctttcaatct','tcacatagca','gttcatgaga','atttactggt']
  ['2041','gtatgtatct','aaccatgtca','atgacaaaga','gtaatcatta','gtagtaagat','ctaacccccc']
  ['2101','aaattggtat','taccagtact','gtactttgca','actgtgcaga','gccagctaaa','aatatgaaat']
  ['2161','cattacatga','caaagcactt','tcatatacca','catggcaact','cgatagattt','aatggggcag']
  ['2221','atatttttgg','cacaatttta','actatgagaa','tacagaggca','gatggaatag','aggtaacttg']
  ['2281','gttcagttca','tagaactagt','aattaacagg','cacctgggct','tcccactgta','ttatactata']
  ['2341','ttagctttac','gattggtatt','tctgctatca','tgttagaagc','ctataaactt','taacagattt']
  ['2401','aaaattttca','gacagtatat','tcccttttag','tccaacagca','attttttcct','ttctcagcaa']
  ['2461','atttcttttc','ttttctttgc','ctggagcagg','gtacccaggg','tgttattcaa','gacttactac']
  ['2521','aacttaatct','ccttccttac','tttggtcaaa','tgtgttaact','tccaaaaata','atgaataata']
  ['2581','ctcaattcag','ggacagtctg','ttaaattttt','ggactctgca','aaattaacta','gctgcttatg']
  ['2641','ggttgttatt','aaaaggtatg','taggtaatgt','gattacatga','aaacccaatt','taaaatattt']
  ['2701','atggatattt','gtaaaaaatc','tacattatgt','taattaatag','tatcaccatt','aaaaactaat']
  ['2761','ttaagaatat','ttgtattgta','tgtaagaaaa','actgcttgga','agcagactaa','gcctgaggcc']
  ['2821','aagatgcctc','atagtatgtc','tttttttttt','tttttttaaa','tacatctgct','gagcagctgt']
  ['2881','agggacaaag','actggggtac','ctggttcctc','ttgtatttgt','gtatcatctc','aggaaattaa']
  ['2941','agttacataa','catacatata','tttatggaaa','cgtggtattg','atgttaactt','ataagcagta']
  ['3001','gtgtgctgga','gtgggctagc','actagctcag','gagagctgtt','aaatttttat','taattgtgta']
  ['3061','gtctggttat','taaatcatta','tccttgaaat','tggccatggt','aggacaattt','ataccatgtg']
  ['3121','aattagcaaa','tgctacaaat','cagggctttt','ctttttggaa','agcccatgca','ccagcacacc']
  ['3181','actgtttata','aaactcttct','taatgactcc','tctcagcccc','tgcctcagta','ttacaacagt']
  ['3241','caaggcaggc','aaggaaagtg','tcttactctc','agcaaaagcc','ccacagataa','atcatttctc']
  ['3301','agggcaggtg','gaggaatcta','cagctgtaac','cagatagata','gctaccaaca','tatgaccttt']
  ['3361','gaatttccct','agtgttgaaa','tttcaggctt','tgttttcaat','gtatactctg','ttcccttgtt']
  ['3421','tcttcaaaac','agtgtttata','ttttaaactg','acaataaaat','gtttgtacat','gggctgtagc']
  ['3481','tgatttatct','atgggttatc&           
               
                                           
                       
                 

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