Identification of Variant-Specific Functions of PIK3CA by Rapid Phenotyping of Rare Mutations.

Large-scale sequencing efforts are uncovering the complexity of cancer genomes, which are composed of causal "driver" mutations that promote tumor progression along with many more pathologically neutral "passenger" events. The majority of mutations, both in known cancer drivers and uncharacterized genes, are generally of low occurrence, highlighting the need to functionally annotate the long tail of infrequent mutations present in heterogeneous cancers. Here we describe a mutation assessment pipeline enabled by high-throughput engineering of molecularly barcoded gene variant expression clones identified by tumor sequencing. We first used this platform to functionally assess tail mutations observed in PIK3CA, which encodes the catalytic subunit alpha of the phosphatidylinositol-4,5-bisphosphate 3-kinase (PI3K) frequently mutated in cancer. Orthogonal screening for PIK3CA variant activity using in vitro and in vivo cell growth and transformation assays differentiated driver from passenger mutations, revealing that PIK3CA variant activity correlates imperfectly with its mutation frequency across breast cancer populations. Although PIK3CA mutations with frequencies above 5% were significantly more oncogenic than wild-type in all assays, mutations occurring at 0.07% to 5.0% included those with and without oncogenic activities that ranged from weak to strong in at least one assay. Proteomic profiling coupled with therapeutic sensitivity assays on PIK3CA variant-expressing cell models revealed variant-specific activation of PI3K signaling as well as other pathways that include the MEK1/2 module of mitogen-activated protein kinase pathway. Our data indicate that cancer treatments will need to increasingly consider the functional relevance of specific mutations in driver genes rather than considering all mutations in drivers as equivalent.

[1]  V. Freedman,et al.  Tumorigenicity of virus-transformed cells in nude mice is correlated specifically with anchorage independent growth in vitro. , 1975, Proceedings of the National Academy of Sciences of the United States of America.

[2]  Benjamin J. Raphael,et al.  Mutational landscape and significance across 12 major cancer types , 2013, Nature.

[3]  Yiling Lu,et al.  Exploiting the PI3K/AKT Pathway for Cancer Drug Discovery , 2005, Nature Reviews Drug Discovery.

[4]  Li Zhao,et al.  Helical domain and kinase domain mutations in p110α of phosphatidylinositol 3-kinase induce gain of function by different mechanisms , 2008, Proceedings of the National Academy of Sciences.

[5]  L. Chin,et al.  HOXA1 drives melanoma tumor growth and metastasis and elicits an invasion gene expression signature that prognosticates clinical outcome , 2013, Oncogene.

[6]  H. Carter,et al.  Identifying Mendelian disease genes with the Variant Effect Scoring Tool , 2013, BMC Genomics.

[7]  W. Wood,et al.  Claudin-7 Is Frequently Overexpressed in Ovarian Cancer and Promotes Invasion , 2011, PloS one.

[8]  R. Copeland,et al.  Effects of oncogenic p110α subunit mutations on the lipid kinase activity of phosphoinositide 3-kinase , 2008 .

[9]  R. Copeland,et al.  Effects of oncogenic p110alpha subunit mutations on the lipid kinase activity of phosphoinositide 3-kinase. , 2008, The Biochemical journal.

[10]  J. Engelman,et al.  Breast cancer-associated PIK3CA mutations are oncogenic in mammary epithelial cells. , 2005, Cancer research.

[11]  Taebo Sim,et al.  Discovery of potent and selective covalent inhibitors of JNK. , 2012, Chemistry & biology.

[12]  Christian A. Rees,et al.  Molecular portraits of human breast tumours , 2000, Nature.

[13]  Carlo Rago,et al.  Mutant PIK 3 CA promotes cell growth and invasion of human cancer cells , 2005 .

[14]  Carlotta Costa,et al.  PI3K regulates MEK/ERK signaling in breast cancer via the Rac-GEF, P-Rex1 , 2013, Proceedings of the National Academy of Sciences.

[15]  M. Weitzman,et al.  Caveolin‐1 Mediates Inflammatory Breast Cancer Cell Invasion via the Akt1 Pathway and RhoC GTPase , 2015, Journal of cellular biochemistry.

[16]  Sanjeena Subedi,et al.  Genome-wide expression profiling of maize in response to individual and combined water and nitrogen stresses , 2013, BMC Genomics.

[17]  C. Sander,et al.  Predicting the functional impact of protein mutations: application to cancer genomics , 2011, Nucleic acids research.

[18]  M. Belvin,et al.  Active PI3K Pathway Causes an Invasive Phenotype Which Can Be Reversed or Promoted by Blocking the Pathway at Divergent Nodes , 2012, PloS one.

[19]  J. Licht,et al.  Leukemic IDH1 and IDH2 mutations result in a hypermethylation phenotype, disrupt TET2 function, and impair hematopoietic differentiation. , 2010, Cancer cell.

[20]  Benjamin J. Raphael,et al.  Multiplatform Analysis of 12 Cancer Types Reveals Molecular Classification within and across Tissues of Origin , 2014, Cell.

[21]  N. Hay,et al.  FoxM1, a critical regulator of oxidative stress during oncogenesis , 2009, The EMBO journal.

[22]  A. Gonzalez-Perez,et al.  Improving the assessment of the outcome of nonsynonymous SNVs with a consensus deleteriousness score, Condel. , 2011, American journal of human genetics.

[23]  P. Vogt,et al.  Phosphatidylinositol 3-kinase mutations identified in human cancer are oncogenic. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[24]  G. Mills,et al.  High frequency of PIK3R1 and PIK3R2 mutations in endometrial cancer elucidates a novel mechanism for regulation of PTEN protein stability. , 2011, Cancer discovery.

[25]  R. Weigert,et al.  Rab25 Regulates Invasion and Metastasis in Head and Neck Cancer , 2013, Clinical Cancer Research.

[26]  J. Schell,et al.  Rapid insertional mutagenesis of DNA by polymerase chain reaction (PCR). , 1989, Nucleic acids research.

[27]  Jean J. Zhao,et al.  PI3K in cancer: divergent roles of isoforms, modes of activation and therapeutic targeting , 2014, Nature Reviews Cancer.

[28]  A. Bresnick,et al.  Myosin-IIA heavy-chain phosphorylation regulates the motility of MDA-MB-231 carcinoma cells. , 2007, Molecular biology of the cell.

[29]  Francesca Zappacosta,et al.  GSK1120212 (JTP-74057) Is an Inhibitor of MEK Activity and Activation with Favorable Pharmacokinetic Properties for Sustained In Vivo Pathway Inhibition , 2011, Clinical Cancer Research.

[30]  K. Coombes,et al.  A Technical Assessment of the Utility of Reverse Phase Protein Arrays for the Study of the Functional Proteome in Non-microdissected Human Breast Cancers , 2010, Clinical Proteomics.

[31]  Carlo Rago,et al.  Mutant PIK3CA promotes cell growth and invasion of human cancer cells. , 2005, Cancer cell.

[32]  Roger L. Williams,et al.  Regulation of lipid binding underlies the activation mechanism of class IA PI3-kinases , 2011, Oncogene.

[33]  John R Yates,et al.  The butterfly effect in cancer: A single base mutation can remodel the cell , 2015, Proceedings of the National Academy of Sciences.

[34]  Li Zhao,et al.  Oncogenic PI3K deregulates transcription and translation , 2005, Nature Reviews Cancer.

[35]  T. Tsuruo,et al.  Phosphorylation of p27Kip1 at Threonine 198 by p90 Ribosomal Protein S6 Kinases Promotes Its Binding to 14-3-3 and Cytoplasmic Localization* , 2003, Journal of Biological Chemistry.

[36]  S. Henikoff,et al.  Predicting the effects of coding non-synonymous variants on protein function using the SIFT algorithm , 2009, Nature Protocols.

[37]  T. Kawabe,et al.  Functional analysis of PIK3CA gene mutations in human colorectal cancer. , 2005, Cancer research.

[38]  Steven J. M. Jones,et al.  Comprehensive molecular portraits of human breast tumors , 2012, Nature.

[39]  G. Mills,et al.  Whole-exome sequencing combined with functional genomics reveals novel candidate driver cancer genes in endometrial cancer , 2012, Genome research.

[40]  Yiling Lu,et al.  Naturally occurring neomorphic PIK3R1 mutations activate the MAPK pathway, dictating therapeutic response to MAPK pathway inhibitors. , 2014, Cancer cell.

[41]  Carlos L. Arteaga,et al.  PKB/Akt mediates cell-cycle progression by phosphorylation of p27Kip1 at threonine 157 and modulation of its cellular localization , 2002, Nature Medicine.

[42]  Yuval Inbar,et al.  Mechanism of Two Classes of Cancer Mutations in the Phosphoinositide 3-Kinase Catalytic Subunit , 2007, Science.

[43]  Hannah Carter,et al.  CHASM and SNVBox: toolkit for detecting biologically important single nucleotide mutations in cancer , 2011, Bioinform..

[44]  Glenn R Masson,et al.  Oncogenic mutations mimic and enhance dynamic events in the natural activation of phosphoinositide 3-kinase p110α (PIK3CA) , 2012, Proceedings of the National Academy of Sciences.

[45]  L. Liau,et al.  Cancer-associated IDH1 mutations produce 2-hydroxyglutarate , 2009, Nature.

[46]  Marc-André Elsliger,et al.  Rare cancer-specific mutations in PIK3CA show gain of function , 2007, Proceedings of the National Academy of Sciences.

[47]  M. Hung,et al.  Cytoplasmic localization of p21Cip1/WAF1 by Akt-induced phosphorylation in HER-2/neu-overexpressing cells , 2001, Nature Cell Biology.

[48]  P. Bork,et al.  A method and server for predicting damaging missense mutations , 2010, Nature Methods.

[49]  M. Steinmetz,et al.  IL3-dependent mouse clones that express B-220 surface antigen, contain ig genes in germ-line configuration, and generate B lymphocytes in vivo , 1985, Cell.

[50]  Jana Marie Schwarz,et al.  MutationTaster2: mutation prediction for the deep-sequencing age , 2014, Nature Methods.

[51]  Jeffrey T. Chang,et al.  FOXC2 expression links epithelial-mesenchymal transition and stem cell properties in breast cancer. , 2013, Cancer research.

[52]  W. Hahn,et al.  Human breast cancer cells generated by oncogenic transformation of primary mammary epithelial cells. , 2001, Genes & development.

[53]  Matthew R. Lee,et al.  MAP kinase p38 inhibitors: clinical results and an intimate look at their interactions with p38alpha protein. , 2005, Current medicinal chemistry.

[54]  Z. Jia,et al.  A novel PCR strategy for high-efficiency, automated site-directed mutagenesis , 2005, Nucleic acids research.

[55]  G. Mills,et al.  CanDrA: Cancer-Specific Driver Missense Mutation Annotation with Optimized Features , 2013, PloS one.