AID/APOBEC deaminases and cancer

Mutations are the basis for evolution and the development of genetic diseases. Especially in cancer, somatic mutations in oncogenes and tumor suppressor genes alongside the occurrence of passenger mutations have been observed by recent deep-sequencing approaches. While mutations have long been considered random events induced by DNA-replication errors or by DNA damaging agents, genome sequencing led to the discovery of non-random mutation signatures in many human cancer. Common non-random mutations comprise DNA strand-biased mutation showers and mutations restricted to certain DNA motifs, which recently have become attributed to the activity of the AID/APOBEC family of DNA deaminases. Hence, APOBEC enzymes, which have evolved as key players in natural and adaptive immunity, have been proposed to contribute to cancer development and clonal evolution of cancer by inducing collateral genomic damage due to their DNA deaminating activity. This review focuses on how mutagenic events through AID/APOBEC deaminases may contribute to cancer development.

[1]  Reuben S Harris,et al.  Immunity through DNA deamination. , 2003, Trends in biochemical sciences.

[2]  Alexandre Orthwein,et al.  Optimal functional levels of activation‐induced deaminase specifically require the Hsp40 DnaJa1 , 2012, The EMBO journal.

[3]  M. Kotler,et al.  APOBEC3 cytidine deaminases in double-strand DNA break repair and cancer promotion. , 2013, Cancer research.

[4]  D. Barnes,et al.  Immunoglobulin Isotype Switching Is Inhibited and Somatic Hypermutation Perturbed in UNG-Deficient Mice , 2002, Current Biology.

[5]  Reuben S Harris,et al.  Comparison of the differential context-dependence of DNA deamination by APOBEC enzymes: correlation with mutation spectra in vivo. , 2004, Journal of molecular biology.

[6]  T. Honjo,et al.  Specific Expression of Activation-induced Cytidine Deaminase (AID), a Novel Member of the RNA-editing Deaminase Family in Germinal Center B Cells* , 1999, The Journal of Biological Chemistry.

[7]  B. Cullen,et al.  A second human antiretroviral factor, APOBEC3F, is suppressed by the HIV‐1 and HIV‐2 Vif proteins , 2004, The EMBO journal.

[8]  T. Honjo,et al.  Class Switch Recombination and Hypermutation Require Activation-Induced Cytidine Deaminase (AID), a Potential RNA Editing Enzyme , 2000, Cell.

[9]  Steven A. Roberts,et al.  An APOBEC cytidine deaminase mutagenesis pattern is widespread in human cancers , 2013, Nature Genetics.

[10]  T. Honjo,et al.  De novo protein synthesis is required for the activation-induced cytidine deaminase function in class-switch recombination , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[11]  Nicholas O. Davidson,et al.  An AU-Rich Sequence Element (UUUN[A/U]U) Downstream of the Edited C in Apolipoprotein B mRNA Is a High-Affinity Binding Site for Apobec-1: Binding of Apobec-1 to This Motif in the 3′ Untranslated Region of c-myc Increases mRNA Stability , 2000, Molecular and Cellular Biology.

[12]  M. Taniwaki,et al.  Isolation, tissue distribution, and chromosomal localization of the human activation-induced cytidine deaminase (AID) gene. , 2000, Genomics.

[13]  S. Conticello The AID/APOBEC family of nucleic acid mutators , 2008, Genome Biology.

[14]  J. Chaudhuri,et al.  The splicing regulator PTBP2 is an AID interacting protein and promotes binding of AID to switch region DNA , 2010, Nature Immunology.

[15]  Takeshi Kurosu,et al.  Human APOBEC3F Is Another Host Factor That Blocks Human Immunodeficiency Virus Type 1 Replication , 2004, Journal of Virology.

[16]  Vasco M. Barreto,et al.  Regulation of hypermutation by activation-induced cytidine deaminase phosphorylation. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[17]  Reuben S Harris,et al.  RNA editing enzyme APOBEC1 and some of its homologs can act as DNA mutators. , 2002, Molecular cell.

[18]  Reuben S Harris,et al.  The APOBEC3 family of retroelement restriction factors. , 2013, Current topics in microbiology and immunology.

[19]  H. Sasaki,et al.  APOBEC3B gene overexpression in non-small-cell lung cancer , 2014, Biomedical reports.

[20]  Reuben S. Harris,et al.  Retroviral restriction by APOBEC proteins , 2004, Nature Reviews Immunology.

[21]  D. Boffelli,et al.  Activation-induced cytidine deaminase (AID) is necessary for the epithelial–mesenchymal transition in mammary epithelial cells , 2013, Proceedings of the National Academy of Sciences.

[22]  F. Alt,et al.  The AID antibody diversification enzyme is regulated by protein kinase A phosphorylation , 2005, Nature.

[23]  H. Sugimura,et al.  Aberrant Expression and Mutation-Inducing Activity of AID in Human Lung Cancer , 2011, Annals of Surgical Oncology.

[24]  L. Pasqualucci,et al.  AID is required for germinal center–derived lymphomagenesis , 2008, Nature Genetics.

[25]  D. Jelinek,et al.  Alternative splicing regulates activation-induced cytidine deaminase (AID): implications for suppression of AID mutagenic activity in normal and malignant B cells. , 2008, Blood.

[26]  H. Ohno,et al.  Activation-induced cytidine deaminase expression in follicular lymphoma: association between AID expression and ongoing mutation in FL , 2004, Leukemia.

[27]  M. Neuberger,et al.  Deficiency in APOBEC2 Leads to a Shift in Muscle Fiber Type, Diminished Body Mass, and Myopathy , 2009, The Journal of Biological Chemistry.

[28]  Vasco M. Barreto,et al.  Activation-Induced Cytidine Deaminase Targets DNA at Sites of RNA Polymerase II Stalling by Interaction with Spt5 , 2010, Cell.

[29]  S. Mori,et al.  In Vivo and In Vitro Studies Suggest a Possible Involvement of HPV Infection in the Early Stage of Breast Carcinogenesis via APOBEC3B Induction , 2014, PloS one.

[30]  N. Kakazu,et al.  Constitutive Expression of AID Leads to Tumorigenesis , 2003, The Journal of experimental medicine.

[31]  S. Henderson,et al.  APOBEC-mediated cytosine deamination links PIK3CA helical domain mutations to human papillomavirus-driven tumor development. , 2014, Cell reports.

[32]  N. Navaratnam,et al.  RNA editing: cytidine to uridine conversion in apolipoprotein B mRNA. , 2000, Biochimica et biophysica acta.

[33]  F. Alt,et al.  Induction of Activation-induced Cytidine Deaminase Gene Expression by Il-4 and Cd40 Ligation Is Dependent on Stat6 and Nfkb , 2022 .

[34]  P. Casali,et al.  Immunoglobulin class-switch DNA recombination: induction, targeting and beyond , 2012, Nature Reviews Immunology.

[35]  M. Emerman,et al.  Polymorphism in Human APOBEC3H Affects a Phenotype Dominant for Subcellular Localization and Antiviral Activity , 2011, Journal of Virology.

[36]  S. Pauklin,et al.  Estrogen directly activates AID transcription and function , 2009, The Journal of experimental medicine.

[37]  K. Kinoshita,et al.  Up-regulation of activation-induced cytidine deaminase causes genetic aberrations at the CDKN2b-CDKN2a in gastric cancer. , 2010, Gastroenterology.

[38]  R. Rabadán,et al.  Noncoding RNA transcription targets AID to divergently transcribed loci in B cells , 2014, Nature.

[39]  M. Neuberger,et al.  MDM2 can interact with the C-terminus of AID but it is inessential for antibody diversification in DT40 B cells. , 2006, Molecular immunology.

[40]  Ralf Küppers,et al.  Mechanisms of B-cell lymphoma pathogenesis , 2005, Nature Reviews Cancer.

[41]  R. Bende,et al.  Activation-Induced Cytidine Deaminase Splice Variants Are Defective Because of the Lack of Structural Support for the Catalytic Site , 2010, The Journal of Immunology.

[42]  N A Kolchanov,et al.  Somatic hypermutagenesis in immunoglobulin genes. II. Influence of neighbouring base sequences on mutagenesis. , 1992, Biochimica et biophysica acta.

[43]  Michel C. Nussenzweig,et al.  Translocation-Capture Sequencing Reveals the Extent and Nature of Chromosomal Rearrangements in B Lymphocytes , 2011, Cell.

[44]  S. Ambs,et al.  Human endogenous retrovirus K and cancer: Innocent bystander or tumorigenic accomplice? , 2014, International journal of cancer.

[45]  R. Greil,et al.  Alternative splice variants of AID are not stoichiometrically present at the protein level in chronic lymphocytic leukemia , 2014, European journal of immunology.

[46]  Seok-Rae Park Activation-induced Cytidine Deaminase in B Cell Immunity and Cancers , 2012, Immune network.

[47]  K. Huebner,et al.  FHIT loss-induced DNA damage creates optimal APOBEC substrates: Insights into APOBEC-mediated mutagenesis , 2014, Oncotarget.

[48]  Yijun Ruan,et al.  B Cell Super-Enhancers and Regulatory Clusters Recruit AID Tumorigenic Activity , 2014, Cell.

[49]  M. Neuberger,et al.  Molecular mechanisms of antibody somatic hypermutation. , 2007, Annual review of biochemistry.

[50]  C. Milstein,et al.  Passenger transgenes reveal intrinsic specificity of the antibody hypermutation mechanism: clustering, polarity, and specific hot spots. , 1993, Proceedings of the National Academy of Sciences of the United States of America.

[51]  Lela Lackey,et al.  APOBEC3B and AID have similar nuclear import mechanisms. , 2012, Journal of molecular biology.

[52]  Isora V Sernandez,et al.  Haploinsufficiency of Activation-Induced Deaminase for Antibody Diversification and Chromosome Translocations both In Vitro and In Vivo , 2008, PloS one.

[53]  David T. W. Jones,et al.  Signatures of mutational processes in human cancer , 2013, Nature.

[54]  K. Kinoshita,et al.  Title Up-regulation of activation-induced cytidine deaminase causesgenetic aberrations at the CDKN 2 b-CDKN 2 a in gastric cancer , 2017 .

[55]  M. Nussenzweig,et al.  AID Is Required for c-myc/IgH Chromosome Translocations In Vivo , 2004, Cell.

[56]  L. Ellis,et al.  APOBEC3G promotes liver metastasis in an orthotopic mouse model of colorectal cancer and predicts human hepatic metastasis. , 2011, The Journal of clinical investigation.

[57]  A. Fischer,et al.  Activation-Induced Cytidine Deaminase (AID) Deficiency Causes the Autosomal Recessive Form of the Hyper-IgM Syndrome (HIGM2) , 2000, Cell.

[58]  Wei Lu,et al.  A common deletion in the APOBEC3 genes and breast cancer risk. , 2013, Journal of the National Cancer Institute.

[59]  V. Diehl,et al.  Somatic Mutation of the Cd95 Gene in Human B Cells as a Side-Effect of the Germinal Center Reaction , 2000, The Journal of experimental medicine.

[60]  W. Brown,et al.  Quantitative profiling of the full APOBEC3 mRNA repertoire in lymphocytes and tissues: implications for HIV-1 restriction , 2010, Nucleic acids research.

[61]  M. Neuberger,et al.  AID mutates E. coli suggesting a DNA deamination mechanism for antibody diversification , 2002, Nature.

[62]  Wolf Reik,et al.  Mice Deficient in APOBEC2 and APOBEC3 , 2005, Molecular and Cellular Biology.

[63]  C. Münk,et al.  An ancient history of gene duplications, fusions and losses in the evolution of APOBEC3 mutators in mammals , 2012, BMC Evolutionary Biology.

[64]  A. Børresen-Dale,et al.  Mutational Processes Molding the Genomes of 21 Breast Cancers , 2012, Cell.

[65]  Y. Yokota,et al.  The Balance Between Pax5 and Id2 Activities Is the Key to AID Gene Expression , 2003, The Journal of experimental medicine.

[66]  V. I. Mayorov,et al.  Mutator effects and mutation signatures of editing deaminases produced in bacteria and yeast , 2011, Biochemistry (Moscow).

[67]  M. Goodman,et al.  Processive AID-catalysed cytosine deamination on single-stranded DNA simulates somatic hypermutation , 2003, Nature.

[68]  F. Alt,et al.  Class-switch recombination: interplay of transcription, DNA deamination and DNA repair , 2004, Nature Reviews Immunology.

[69]  W. Brown,et al.  APOBEC3F Properties and Hypermutation Preferences Indicate Activity against HIV-1 In Vivo , 2004, Current Biology.

[70]  N. A. Temiz,et al.  APOBEC3B is an enzymatic source of mutation in breast cancer , 2013, Nature.

[71]  M. Santiago,et al.  Immunoglobulin somatic hypermutation by APOBEC3/Rfv3 during retroviral infection , 2014, Proceedings of the National Academy of Sciences.

[72]  A. Ferguson-Smith,et al.  Epigenetic reprogramming: is deamination key to active DNA demethylation? , 2011, Reproduction.

[73]  James E. Bradner,et al.  Convergent Transcription at Intragenic Super-Enhancers Targets AID-Initiated Genomic Instability , 2014, Cell.

[74]  M. Shimura,et al.  All APOBEC3 family proteins differentially inhibit LINE-1 retrotransposition , 2007, Nucleic acids research.

[75]  M. Stratton,et al.  DNA deaminases induce break-associated mutation showers with implication of APOBEC3B and 3A in breast cancer kataegis , 2013, eLife.

[76]  L. Chan,et al.  APOBEC-2, a cardiac- and skeletal muscle-specific member of the cytidine deaminase supergene family. , 1999, Biochemical and biophysical research communications.

[77]  T. Honjo,et al.  Organ‐specific profiles of genetic changes in cancers caused by activation‐induced cytidine deaminase expression , 2008, International journal of cancer.

[78]  F. Alt,et al.  Replication protein A interacts with AID to promote deamination of somatic hypermutation targets , 2004, Nature.

[79]  T. Lindahl Instability and decay of the primary structure of DNA , 1993, Nature.

[80]  M. Stratton,et al.  Subclonal phylogenetic structures in cancer revealed by ultra-deep sequencing , 2008, Proceedings of the National Academy of Sciences.

[81]  Cynthia J. Sakofsky,et al.  Break-induced replication is a source of mutation clusters underlying kataegis. , 2014, Cell reports.

[82]  R. Greil,et al.  Lysine Residue at Position 22 of the AID Protein Regulates Its Class Switch Activity , 2012, PloS one.

[83]  Reiko Shinkura,et al.  Activation-induced cytidine deaminase shuttles between nucleus and cytoplasm like apolipoprotein B mRNA editing catalytic polypeptide 1 , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[84]  J. Yates,et al.  14-3-3 adaptor proteins recruit AID to 5′-AGCT-3′-rich switch regions for class switch recombination , 2010, Nature Structural &Molecular Biology.

[85]  R. Bende,et al.  AID splice variants lack deaminase activity. , 2009, Blood.

[86]  M. Neuberger,et al.  Evolution of the AID/APOBEC family of polynucleotide (deoxy)cytidine deaminases. , 2005, Molecular biology and evolution.

[87]  N. Kadowaki,et al.  APOBEC3B can impair genomic stability by inducing base substitutions in genomic DNA in human cells , 2012, Scientific Reports.

[88]  M. Neuberger,et al.  REG-γ associates with and modulates the abundance of nuclear activation-induced deaminase , 2011, The Journal of experimental medicine.

[89]  Adam P Butler,et al.  Association of a germline copy number polymorphism of APOBEC3A and APOBEC3B with burden of putative APOBEC-dependent mutations in breast cancer , 2014, Nature Genetics.

[90]  B. Chait,et al.  Amino-Terminal Phosphorylation of Activation-Induced Cytidine Deaminase Suppresses c-myc/IgH Translocation , 2010, Molecular and Cellular Biology.

[91]  D. Gordenin,et al.  Hypermutability of Damaged Single-Strand DNA Formed at Double-Strand Breaks and Uncapped Telomeres in Yeast Saccharomyces cerevisiae , 2008, PLoS genetics.

[92]  E. Koonin,et al.  APOBEC4, a New Member of the AID/APOBEC Family of Polynucleotide (Deoxy)Cytidine Deaminases Predicted by Computational Analysis , 2005, Cell cycle.

[93]  R. Greil,et al.  AID induces intraclonal diversity and genomic damage in CD86+ chronic lymphocytic leukemia cells , 2014, European journal of immunology.

[94]  C. Burant,et al.  Molecular cloning of an apolipoprotein B messenger RNA editing protein. , 1993, Science.

[95]  F. Alt,et al.  Transcription-targeted DNA deamination by the AID antibody diversification enzyme , 2003, Nature.

[96]  M. Malim,et al.  Isolation of a human gene that inhibits HIV-1 infection and is suppressed by the viral Vif protein , 2002, Nature.

[97]  HaroldC. Smith,et al.  Functions and regulation of the APOBEC family of proteins. , 2012, Seminars in cell & developmental biology.

[98]  T. Molina,et al.  The expression of 16 genes related to the cell of origin and immune response predicts survival in elderly patients with diffuse large B-cell lymphoma treated with CHOP and rituximab , 2008, Leukemia.

[99]  T. Honjo,et al.  Expression of activation-induced cytidine deaminase in human hepatocytes via NF-κB signaling , 2007, Oncogene.

[100]  M. Goodman,et al.  A Biochemical Analysis Linking APOBEC3A to Disparate HIV-1 Restriction and Skin Cancer* , 2013, The Journal of Biological Chemistry.

[101]  R. Espinosa,et al.  Assignment of the gene encoding the human apolipoprotein B mRNA editing enzyme (APOBEC1) to chromosome 12p13.1. , 1994, Genomics.

[102]  Steven A. Roberts,et al.  Clustered mutations in yeast and in human cancers can arise from damaged long single-strand DNA regions. , 2012, Molecular cell.

[103]  U. Storb,et al.  Mutation of BCL-6 gene in normal B cells by the process of somatic hypermutation of Ig genes. , 1998, Science.

[104]  Y. Miki,et al.  Identification of novel deletion polymorphisms in breast cancer. , 2008, International journal of oncology.

[105]  L. Pasqualucci,et al.  BCL-6 mutations in normal germinal center B cells: evidence of somatic hypermutation acting outside Ig loci. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[106]  M. Pellegrini,et al.  Genome-wide erasure of DNA methylation in mouse primordial germ cells is affected by AID deficiency , 2010, Nature.

[107]  Michael M. Mwangi,et al.  Transcriptome-wide sequencing reveals numerous APOBEC1 mRNA editing targets in transcript 3′ UTRs , 2010, Nature Structural &Molecular Biology.

[108]  Jason C. Young,et al.  Regulation of activation-induced deaminase stability and antibody gene diversification by Hsp90 , 2010, The Journal of experimental medicine.

[109]  Helen M. Blau,et al.  Reprogramming towards pluripotency requires AID-dependent DNA demethylation , 2010, Nature.

[110]  I. Dunham,et al.  An anthropoid-specific locus of orphan C to U RNA-editing enzymes on chromosome 22. , 2002, Genomics.

[111]  A. Furano,et al.  Repair of naturally occurring mismatches can induce mutations in flanking DNA , 2014, eLife.

[112]  Kefei Yu,et al.  Cutting Edge: CTNNBL1 Is Dispensable for Ig Class Switch Recombination , 2010, The Journal of Immunology.

[113]  R. Greil,et al.  APOBEC3 signature mutations in chronic lymphocytic leukemia , 2014, Leukemia.

[114]  V. C. Vieira,et al.  The Role of Cytidine Deaminases on Innate Immune Responses against Human Viral Infections , 2013, BioMed research international.

[115]  J. Weill,et al.  Proteasomal degradation restricts the nuclear lifespan of AID , 2008, The Journal of experimental medicine.

[116]  J. Morrison,et al.  The p27 catalytic subunit of the apolipoprotein B mRNA editing enzyme is a cytidine deaminase. , 1993, The Journal of biological chemistry.

[117]  Jason B. Nikas,et al.  APOBEC3B upregulation and genomic mutation patterns in serous ovarian carcinoma. , 2013, Cancer research.

[118]  Lela Lackey,et al.  Subcellular localization of the APOBEC3 proteins during mitosis and implications for genomic DNA deamination , 2013, Cell cycle.

[119]  S. Conticello Creative deaminases, self‐inflicted damage, and genome evolution , 2012, Annals of the New York Academy of Sciences.

[120]  M. Neuberger,et al.  AID Is Essential for Immunoglobulin V Gene Conversion in a Cultured B Cell Line , 2002, Current Biology.

[121]  I. Willner,et al.  APOBEC3G enhances lymphoma cell radioresistance by promoting cytidine deaminase-dependent DNA repair. , 2012, Blood.

[122]  M. Stenglein,et al.  APOBEC3 proteins mediate the clearance of foreign DNA from human cells , 2010, Nature Structural &Molecular Biology.

[123]  S. Sommer,et al.  Evidence for mutation showers , 2007, Proceedings of the National Academy of Sciences.

[124]  Tomas Lindahl,et al.  Repair and genetic consequences of endogenous DNA base damage in mammalian cells. , 2004, Annual review of genetics.

[125]  Timothy P. L. Smith,et al.  The artiodactyl APOBEC3 innate immune repertoire shows evidence for a multi-functional domain organization that existed in the ancestor of placental mammals , 2008, BMC Molecular Biology.

[126]  B. Chait,et al.  Regulation of class switch recombination and somatic mutation by AID phosphorylation , 2008, The Journal of experimental medicine.

[127]  B. Cairns,et al.  DNA Demethylation in Zebrafish Involves the Coupling of a Deaminase, a Glycosylase, and Gadd45 , 2008, Cell.

[128]  Samuel H. Wilson The dark side of DNA repair , 2014, eLife.

[129]  S. Cory,et al.  Cellular myc oncogene is altered by chromosome translocation to an immunoglobulin locus in murine plasmacytomas and is rearranged similarly in human Burkitt lymphomas. , 1983, Proceedings of the National Academy of Sciences of the United States of America.

[130]  M. Malim,et al.  Cytidine Deamination of Retroviral DNA by Diverse APOBEC Proteins , 2004, Current Biology.

[131]  C. Murre,et al.  E-proteins directly regulate expression of activation-induced deaminase in mature B cells , 2003, Nature Immunology.

[132]  Z. Szallasi,et al.  Spatial and temporal diversity in genomic instability processes defines lung cancer evolution , 2014, Science.

[133]  Y. Matsumoto,et al.  Accumulation of somatic mutations in TP53 in gastric epithelium with Helicobacter pylori infection. , 2014, Gastroenterology.

[134]  Anna Malkova,et al.  Migrating bubble during break-induced replication drives conservative DNA synthesis , 2013, Nature.

[135]  R. Wall,et al.  Somatic hypermutation of the B cell receptor genes B29 (Igbeta, CD79b) and mb1 (Igalpha, CD79a). , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[136]  I. Rogozin,et al.  AID/APOBEC cytosine deaminase induces genome-wide kataegis , 2012, Biology Direct.

[137]  M. Neuberger,et al.  Interaction between antibody-diversification enzyme AID and spliceosome-associated factor CTNNBL1. , 2008, Molecular cell.

[138]  W. Greene,et al.  The APOBEC3 cytidine deaminases: an innate defensive network opposing exogenous retroviruses and endogenous retroelements. , 2008, Annual review of immunology.

[139]  M. Neuberger,et al.  The stability of AID and its function in class-switching are critically sensitive to the identity of its nuclear-export sequence , 2009, Proceedings of the National Academy of Sciences.

[140]  D. Schatz,et al.  Two levels of protection for the B cell genome during somatic hypermutation , 2008, Nature.

[141]  D. Zhu,et al.  Analysis of VH genes in follicular and diffuse lymphoma shows ongoing somatic mutation and multiple isotype transcripts in early disease with changes during disease progression. , 1998, Blood.

[142]  M. Goodman,et al.  GANP-mediated Recruitment of Activation-induced Cytidine Deaminase to Cell Nuclei and to Immunoglobulin Variable Region DNA* , 2010, The Journal of Biological Chemistry.

[143]  M. Goodman,et al.  Activation-induced cytidine deaminase deaminates deoxycytidine on single-stranded DNA but requires the action of RNase , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[144]  Takeshi Azuma,et al.  Helicobacter pylori infection triggers aberrant expression of activation-induced cytidine deaminase in gastric epithelium , 2007, Nature Medicine.

[145]  S. Mori,et al.  In Vivo and In Vitro Studies Suggest a Possible Involvement of HPV Infection in the Early Stage of Breast Carcinogenesis via APOBEC3B Induction , 2014, PloS one.

[146]  Peilin Jia,et al.  Patterns and processes of somatic mutations in nine major cancers , 2014, BMC Medical Genomics.

[147]  M. Svoboda,et al.  Activation-induced cytidine deaminase (AID) linking immunity, chronic inflammation, and cancer , 2012, Cancer Immunology, Immunotherapy.