• 검색 결과가 없습니다.

A. 간암 RNA 서열분석 데이터 분석

Ⅳ. 고찰

전사체가 minor 전사체로 전위되는 유전자는 종양 세포가 암에서 생존하는 데 이점을 줄 수 있는 것으로 사료된다. 종양 세포는 종양 형성을 위해 정상적인 세포사멸을 회피하며, 암에서 선택 접합된 전사체가 세포사멸을 비정상적으로 조절하는 사례가 많이 알려져 있다(Takehara et al., 2001). 예를 들어, 리간드 및 receptor (FasL, Fas, LARD), adaptor 단백질 및 regulator (TRAF2, TRAF3, MyDD88, MADD, Apaf-1, survivin, Smac/Diablo), Bcl-2 family (Bcl-x, Bak, Bid, Bim), caspase 및 caspase-like 단백질(caspase-2, caspase-9, caspase-10, FLIP), caspase 타겟 단백질(ICAD, CAD, Acinus) 등 세포사멸에 관여하는 많은 유전자에서 선택 접합이 일어나는

분류로 확인된 subtype 1 에 해당하는 환자들이 subtype 2 의 환자들보다 더

있으며, 4E-BP1 의 비활성화와 몇 가지 종양 유전자 및 anti-apoptotic 기능을 하는

알려진 유전자이다(Bi et al., 2014). WNT5A 는 유방암, 위암, 췌장암, al., 2011; Stefater et al., 2011; Abdelmaksoud-Dammak et al., 2014; Bi et al., 2014; Cheng et al., 2014). Wnt 신호과정은 간암에서 비정상적으로 활성화된다고 알려진 기전

간암 종양 조직에서 정상 조직과 다르게 major 전사체에서 minor 전사체로의 전위가 일어난 유전자 목록에 이미 암에서 선택 접합이 중요한 역할을 한다고 알려진 유전자인 세포 주기 check point 의 기능을 하는 BRCA1 과 암의 침습에 두 개의 단백질이 다른 기능을 한다고 알려진 ERBB3 와 세포사멸에 상반된 기능을 한다고 보고된 CASP9 (capase9)이 포함되어 있었다(Orban and Olah, 2003;

Lin et al., 2008; Shultz et al., 2010). 본 연구에서는 간암 환자들에서 다르게 선택 접합이 일어난 전사체로 인해 간암 발달에 다른 영향을 미칠 수 있음을 제시하였다.

이상의 연구 결과들은 HCC 의 환자들간의 차등 선택 접합이 일어나고 있는 유전자가 암과 관련된 생물학적 과정에 관여하고 있음을 제시하고 있으며, 선택 접합이 일어난 유전자에 대한 전사체 수준에서의 연구가 간암의 이질성과 관련한 분자 기전을 규명하는 데에 새로운 방향성을 제시할 수 있음을 시사해 주고 있다. 또한, 선택 접합 프로파일링에 기반한 간암 환자의 분류가 간암 환자간의 임상 병리학적으로 다른 특성을 지닌 subtype 을 예측하는 데 유용할 수 있음을 시사한다.

Ⅴ. 결론

본 논문에서는 RNA 서열분석을 사용하여 간암 환자의 전사체 및 선택 접합 프로파일링을 하였고, 하나의 유전자에서 선택 접합이 일어난 두 전사체간의 발현량에 대한 비율에 기반하여 환자들을 분류하는 것이 환자들의 임상적 예후 차이를 밝혀줄 수 있음을 확인하였다. 한 유전자에서 선택 접합된 두 전사체간의 발현량에 대한 비율을 기반으로 한 간암 환자의 분류 방법이 환자의 특성과 분자기전을 이해하는 데 유용할 수 있음을 제시하고, 선택 접합이 환자에 따른 간암의 발생기전 및 종양 발달에 기여하는 기전을 규명하는 데에 중요한 영향을 미칠 수 있음을 시사한다.

참고문헌

1. 통계청, 2012 년 사망원인통계, 2013

2. Abdelmaksoud-Dammak R, Miladi-Abdennadher I, Saadallah-Kallel A, Khabir A, Sellami-Boudawara T, Frikha M, Daoud J, Mokdad-Gargouri R: Downregulation of WIF-1 and Wnt5a in patients with colorectal carcinoma: clinical significance.

Tumour Biol, 2014

3. Agrawal D, Chen T, Irby R, Quackenbush J, Chambers AF, Szabo M, Cantor A, Coppola D, Yeatman TJ: Osteopontin identified as lead marker of colon cancer progression, using pooled sample expression profiling. J Natl Cancer Inst 94: 513-521, 2002

4. Bauer M, Benard J, Gaasterland T, Willert K, Cappellen D: WNT5A encodes two isoforms with distinct functions in cancers. PLoS One 8: e80526, 2013

5. Belfiore A, Frasca F, Pandini G, Sciacca L, Vigneri R: Insulin receptor isoforms and insulin receptor/insulin-like growth factor receptor hybrids in physiology and disease. Endocr Rev 30: 586-623, 2009

6. Ben-Hur V, Denichenko P, Siegfried Z, Maimon A, Krainer A, Davidson B, Karni R:

S6K1 alternative splicing modulates its oncogenic activity and regulates mTORC1.

Cell Rep 3: 103-115, 2013

7. Bi L, Liu X, Wang C, Cao Y, Mao R, Li P, Geng M: Wnt5a involved in regulation of the biological behavior of hepatocellular carcinoma. Int J Clin Exp Pathol 7:

987-995, 2014

8. Boise LH, Gonzalez-Garcia M, Postema CE, Ding L, Lindsten T, Turka LA, Mao X, Nunez G, Thompson CB: bcl-x, a bcl-2-related gene that functions as a dominant regulator of apoptotic cell death. Cell 74: 597-608, 1993

9. Bonomi S, Gallo S, Catillo M, Pignataro D, Biamonti G, Ghigna C: Oncogenic alternative splicing switches: role in cancer progression and prospects for therapy.

Int J Cell Biol 2013: 962038, 2013

10. Buljan M, Chalancon G, Eustermann S, Wagner GP, Fuxreiter M, Bateman A, Babu MM: Tissue-specific splicing of disordered segments that embed binding motifs rewires protein interaction networks. Mol Cell 46: 871-883, 2012

11. Castillo J, Goni S, Latasa MU, Perugorria MJ, Calvo A, Muntane J, Bioulac-Sage P, Balabaud C, Prieto J, Avila MA, Berasain C: Amphiregulin induces the alternative splicing of p73 into its oncogenic isoform DeltaEx2p73 in human hepatocellular tumors. Gastroenterology 137: 1805-1815 e1801-1804, 2009

12. Chambers AF, Wilson SM, Kerkvliet N, O'Malley FP, Harris JF, Casson AG:

Osteopontin expression in lung cancer. Lung Cancer 15: 311-323, 1996

13. Chao LT, Wu CF, Sung FY, Lin CL, Liu CJ, Huang CJ, Tsai KS, Yu MW: Insulin, glucose and hepatocellular carcinoma risk in male hepatitis B carriers: results from 17-year follow-up of a population-based cohort. Carcinogenesis 32: 876-881, 2011 14. Cheng R, Sun B, Liu Z, Zhao X, Qi L, Li Y, Gu Q: Wnt5a Suppresses Colon Cancer

by Inhibiting Cell Proliferation and Epithelial-Mesenchymal Transition. J Cell Physiol, 2014

15. Cheung HC, Baggerly KA, Tsavachidis S, Bachinski LL, Neubauer VL, Nixon TJ, Aldape KD, Cote GJ, Krahe R: Global analysis of aberrant pre-mRNA splicing in glioblastoma using exon expression arrays. BMC Genomics 9: 216, 2008

16. Chu X, Zhang T, Wang J, Li M, Zhang X, Tu J, Sun S, Chen X, Lu F: Alternative splicing variants of human Fbx4 disturb cyclin D1 proteolysis in human cancer.

Biochem Biophys Res Commun 447: 158-164, 2014

17. Courtois S, Caron de Fromentel C, Hainaut P: p53 protein variants: structural and functional similarities with p63 and p73 isoforms. Oncogene 23: 631-638, 2004 18. David CJ, Manley JL: Alternative pre-mRNA splicing regulation in cancer:

pathways and programs unhinged. Genes Dev 24: 2343-2364, 2010

19. Davuluri RV, Suzuki Y, Sugano S, Plass C, Huang TH: The functional consequences of alternative promoter use in mammalian genomes. Trends Genet 24: 167-177, 2008

20. Dennis G, Jr., Sherman BT, Hosack DA, Yang J, Gao W, Lane HC, Lempicki RA:

DAVID: Database for Annotation, Visualization, and Integrated Discovery. Genome Biol 4: P3, 2003

21. Dubuc AM, Morrissy AS, Kloosterhof NK, Northcott PA, Yu EP, Shih D, Peacock J, Grajkowska W, van Meter T, Eberhart CG, Pfister S, Marra MA, Weiss WA, Scherer SW, Rutka JT, French PJ, Taylor MD: Subgroup-specific alternative splicing in medulloblastoma. Acta Neuropathol 123: 485-499, 2012

22. El-Serag HB, Rudolph KL: Hepatocellular carcinoma: epidemiology and molecular carcinogenesis. Gastroenterology 132: 2557-2576, 2007

23. Ellis JD, Barrios-Rodiles M, Colak R, Irimia M, Kim T, Calarco JA, Wang X, Pan Q, O'Hanlon D, Kim PM, Wrana JL, Blencowe BJ: Tissue-specific alternative splicing remodels protein-protein interaction networks. Mol Cell 46: 884-892, 2012

24. Eswaran J, Cyanam D, Mudvari P, Reddy SD, Pakala SB, Nair SS, Florea L, Fuqua SA, Godbole S, Kumar R: Transcriptomic landscape of breast cancers through mRNA sequencing. Sci Rep 2: 264, 2012

25. Eswaran J, Horvath A, Godbole S, Reddy SD, Mudvari P, Ohshiro K, Cyanam D, Nair S, Fuqua SA, Polyak K, Florea LD, Kumar R: RNA sequencing of cancer reveals novel splicing alterations. Sci Rep 3: 1689, 2013

26. Feng H, Qin Z, Zhang X: Opportunities and methods for studying alternative splicing in cancer with RNA-Seq. Cancer Lett 340: 179-191, 2013

27. Fernandez-Cobo M, Zammarchi F, Mandeli J, Holland JF, Pogo BG: Expression of Wnt5A and Wnt10B in non-immortalized breast cancer cells. Oncol Rep 17: 903-907, 2007

28. Gabut M, Samavarchi-Tehrani P, Wang X, Slobodeniuc V, O'Hanlon D, Sung HK, Alvarez M, Talukder S, Pan Q, Mazzoni EO, Nedelec S, Wichterle H, Woltjen K, Hughes TR, Zandstra PW, Nagy A, Wrana JL, Blencowe BJ: An alternative splicing switch regulates embryonic stem cell pluripotency and reprogramming. Cell 147:

132-146, 2011

29. Garcia-Blanco MA, Baraniak AP, Lasda EL: Alternative splicing in disease and therapy. Nat Biotechnol 22: 535-546, 2004

30. Geng M, Cao YC, Chen YJ, Jiang H, Bi LQ, Liu XH: Loss of Wnt5a and Ror2

protein in hepatocellular carcinoma associated with poor prognosis. World J Gastroenterol 18: 1328-1338, 2012

31. Goodstadt L, Ponting CP: Phylogenetic reconstruction of orthology, paralogy, and conserved synteny for dog and human. PLoS Comput Biol 2: e133, 2006

32. Graveley BR: Alternative splicing: increasing diversity in the proteomic world.

Trends Genet 17: 100-107, 2001

33. Guo X, Chen QR, Song YK, Wei JS, Khan J: Exon array analysis reveals neuroblastoma tumors have distinct alternative splicing patterns according to stage and MYCN amplification status. BMC Med Genomics 4: 35, 2011

34. Hanoun N, Bureau C, Diab T, Gayet O, Dusetti N, Selves J, Vinel JP, Buscail L, Cordelier P, Torrisani J: The SV2 variant of KLF6 is down-regulated in hepatocellular carcinoma and displays anti-proliferative and pro-apoptotic functions.

J Hepatol 53: 880-888, 2010

35. He X, Semenov M, Tamai K, Zeng X: LDL receptor-related proteins 5 and 6 in Wnt/beta-catenin signaling: arrows point the way. Development 131: 1663-1677, 2004

36. Hijiya N, Setoguchi M, Matsuura K, Higuchi Y, Akizuki S, Yamamoto S: Cloning and characterization of the human osteopontin gene and its promoter. Biochem J 303 ( Pt 1): 255-262, 1994

37. Ito T, Hashimoto Y, Tanaka E, Kan T, Tsunoda S, Sato F, Higashiyama M, Okumura T, Shimada Y: An inducible short-hairpin RNA vector against osteopontin reduces metastatic potential of human esophageal squamous cell carcinoma in vitro and in

vivo. Clin Cancer Res 12: 1308-1316, 2006

38. Kanzawa M, Semba S, Hara S, Itoh T, Yokozaki H: WNT5A is a key regulator of the epithelial-mesenchymal transition and cancer stem cell properties in human gastric carcinoma cells. Pathobiology 80: 235-244, 2013

39. Keren H, Donyo M, Zeevi D, Maayan C, Pupko T, Ast G: Phosphatidylserine increases IKBKAP levels in familial dysautonomia cells. PLoS One 5: e15884, 2010 40. Kim E, Goren A, Ast G: Insights into the connection between cancer and alternative

splicing. Trends Genet 24: 7-10, 2008 JM, Lee DH, Kim WJ, Kim IY: Prostate cancer bone metastases acquire resistance to androgen deprivation via WNT5A-mediated BMP-6 induction. Br J Cancer 110:

1634-1644, 2014

43. Li Q, Lee JA, Black DL: Neuronal regulation of alternative pre-mRNA splicing. Nat Rev Neurosci 8: 819-831, 2007

44. Liao CG, Kong LM, Song F, Xing JL, Wang LX, Sun ZJ, Tang H, Yao H, Zhang Y, Wang L, Wang Y, Yang XM, Li Y, Chen ZN: Characterization of basigin isoforms and the inhibitory function of basigin-3 in human hepatocellular carcinoma proliferation and invasion. Mol Cell Biol 31: 2591-2604, 2011

45. Lin SH, Cheng CJ, Lee YC, Ye X, Tsai WW, Kim J, Pasqualini R, Arap W, Navone NM, Tu SM, Hu M, Yu-Lee LY, Logothetis CJ: A 45-kDa ErbB3 secreted by prostate cancer cells promotes bone formation. Oncogene 27: 5195-5203, 2008 46. Maimon A, Mogilevsky M, Shilo A, Golan-Gerstl R, Obiedat A, Ben-Hur V,

Lebenthal-Loinger I, Stein I, Reich R, Beenstock J, Zehorai E, Andersen CL, Thorsen K, Orntoft TF, Davis RJ, Davidson B, Mu D, Karni R: Mnk2 alternative splicing modulates the p38-MAPK pathway and impacts Ras-induced transformation. Cell Rep 7: 501-513, 2014

47. Mercatante DR, Bortner CD, Cidlowski JA, Kole R: Modification of alternative splicing of Bcl-x pre-mRNA in prostate and breast cancer cells. analysis of apoptosis and cell death. J Biol Chem 276: 16411-16417, 2001

48. Mercatante DR, Mohler JL, Kole R: Cellular response to an antisense-mediated shift of Bcl-x pre-mRNA splicing and antineoplastic agents. J Biol Chem 277: 49374-49382, 2002

49. Miceli V, Cocciadiferro L, Fregapane M, Zarcone M, Montalto G, Polito LM, Agostara B, Granata OM, Carruba G: Expression of wild-type and variant estrogen receptor alpha in liver carcinogenesis and tumor progression. OMICS 15: 313-317, 2011

50. Mirza M, Shaughnessy E, Hurley JK, Vanpatten KA, Pestano GA, He B, Weber GF:

Osteopontin-c is a selective marker of breast cancer. Int J Cancer 122: 889-897, 2008

51. Moore MJ, Wang Q, Kennedy CJ, Silver PA: An alternative splicing network links

cell-cycle control to apoptosis. Cell 142: 625-636, 2010

52. Newell P, Toffanin S, Villanueva A, Chiang DY, Minguez B, Cabellos L, Savic R, Hoshida Y, Lim KH, Melgar-Lesmes P, Yea S, Peix J, Deniz K, Fiel MI, Thung S, Alsinet C, Tovar V, Mazzaferro V, Bruix J, Roayaie S, Schwartz M, Friedman SL, Llovet JM: Ras pathway activation in hepatocellular carcinoma and anti-tumoral effect of combined sorafenib and rapamycin in vivo. J Hepatol 51: 725-733, 2009 53. Nkontchou G, Bastard JP, Ziol M, Aout M, Cosson E, Ganne-Carrie N, splicing: an emerging topic in molecular and clinical oncology. Lancet Oncol 8: 349-357, 2007

56. Pan Q, Shai O, Lee LJ, Frey BJ, Blencowe BJ: Deep surveying of alternative splicing complexity in the human transcriptome by high-throughput sequencing. Nat Genet 40: 1413-1415, 2008

57. Panasyuk G, Nemazanyy I, Zhyvoloup A, Filonenko V, Davies D, Robson M, Pedley RB, Waterfield M, Gout I: mTORbeta splicing isoform promotes cell proliferation and tumorigenesis. J Biol Chem 284: 30807-30814, 2009

58. Ragan C, Cloonan N, Grimmond SM, Zuker M, Ragan MA: Transcriptome-wide

prediction of miRNA targets in human and mouse using FASTH. PLoS One 4:

e5745, 2009

59. Revil T, Shkreta L, Chabot B: [Pre-mRNA alternative splicing in cancer: functional impact, molecular mechanisms and therapeutic perspectives]. Bull Cancer 93: 909-919, 2006

60. Roundhill EA, Burchill SA: Detection and characterisation of multi-drug resistance protein 1 (MRP-1) in human mitochondria. Br J Cancer 106: 1224-1233, 2012 61. Schorge JO, Drake RD, Lee H, Skates SJ, Rajanbabu R, Miller DS, Kim JH, Cramer

DW, Berkowitz RS, Mok SC: Osteopontin as an adjunct to CA125 in detecting recurrent ovarian cancer. Clin Cancer Res 10: 3474-3478, 2004

62. Schwerk C, Schulze-Osthoff K: Regulation of apoptosis by alternative pre-mRNA splicing. Mol Cell 19: 1-13, 2005

63. Shannon P, Markiel A, Ozier O, Baliga NS, Wang JT, Ramage D, Amin N, Schwikowski B, Ideker T: Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res 13: 2498-2504, 2003

64. Shapiro IM, Cheng AW, Flytzanis NC, Balsamo M, Condeelis JS, Oktay MH, Burge CB, Gertler FB: An EMT-driven alternative splicing program occurs in human breast cancer and modulates cellular phenotype. PLoS Genet 7: e1002218, 2011 65. Shultz JC, Goehe RW, Wijesinghe DS, Murudkar C, Hawkins AJ, Shay JW, Minna

JD, Chalfant CE: Alternative splicing of caspase 9 is modulated by the phosphoinositide 3-kinase/Akt pathway via phosphorylation of SRp30a. Cancer Res 70: 9185-9196, 2010

66. Skotheim RI, Nees M: Alternative splicing in cancer: noise, functional, or systematic? Int J Biochem Cell Biol 39: 1432-1449, 2007

67. Stefater JA, 3rd, Lewkowich I, Rao S, Mariggi G, Carpenter AC, Burr AR, Fan J, Ajima R, Molkentin JD, Williams BO, Wills-Karp M, Pollard JW, Yamaguchi T, Ferrara N, Gerhardt H, Lang RA: Regulation of angiogenesis by a non-canonical Wnt-Flt1 pathway in myeloid cells. Nature 474: 511-515, 2011

68. Takafuji V, Forgues M, Unsworth E, Goldsmith P, Wang XW: An osteopontin fragment is essential for tumor cell invasion in hepatocellular carcinoma. Oncogene 26: 6361-6371, 2007

69. Takehara T, Liu X, Fujimoto J, Friedman SL, Takahashi H: Expression and role of Bcl-xL in human hepatocellular carcinomas. Hepatology 34: 55-61, 2001

70. Takigawa Y, Brown AM: Wnt signaling in liver cancer. Curr Drug Targets 9: 1013-1024, 2008

71. Tang S, Riva A: PASTA: splice junction identification from RNA-sequencing data.

BMC Bioinformatics 14: 116, 2013

72. Thalmann GN, Sikes RA, Devoll RE, Kiefer JA, Markwalder R, Klima I, Farach-Carson CM, Studer UE, Chung LW: Osteopontin: possible role in prostate cancer progression. Clin Cancer Res 5: 2271-2277, 1999

73. Thorsen K, Sorensen KD, Brems-Eskildsen AS, Modin C, Gaustadnes M, Hein AM, Kruhoffer M, Laurberg S, Borre M, Wang K, Brunak S, Krainer AR, Torring N, Dyrskjot L, Andersen CL, Orntoft TF: Alternative splicing in colon, bladder, and prostate cancer identified by exon array analysis. Mol Cell Proteomics 7: 1214-1224,

2008

74. Tiran Z, Oren A, Hermesh C, Rotman G, Levine Z, Amitai H, Handelsman T, Beiman M, Chen A, Landesman-Milo D, Dassa L, Peres Y, Koifman C, Glezer S, Vidal-Finkelstein R, Bahat K, Pergam T, Israel C, Horev J, Tsarfaty I, Ayalon-Soffer M: A novel recombinant soluble splice variant of Met is a potent antagonist of the hepatocyte growth factor/scatter factor-Met pathway. Clin Cancer Res 14: 4612-4621, 2008

75. Tomimaru Y, Koga H, Yano H, de la Monte S, Wands JR, Kim M: Upregulation of T-cell factor-4 isoform-responsive target genes in hepatocellular carcinoma. Liver Int 33: 1100-1112, 2013

76. Trapnell C, Williams BA, Pertea G, Mortazavi A, Kwan G, van Baren MJ, Salzberg SL, Wold BJ, Pachter L: Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation.

Nat Biotechnol 28: 511-515, 2010

77. Tuck AB, Chambers AF: The role of osteopontin in breast cancer: clinical and experimental studies. J Mammary Gland Biol Neoplasia 6: 419-429, 2001

78. Valdivia HH: One gene, many proteins: alternative splicing of the ryanodine receptor gene adds novel functions to an already complex channel protein. Circ Res 100: 761-763, 2007

79. Venables JP: Aberrant and alternative splicing in cancer. Cancer Res 64: 7647-7654, 2004

80. Venables JP, Klinck R, Bramard A, Inkel L, Dufresne-Martin G, Koh C,

Gervais-Bird J, Lapointe E, Froehlich U, Durand M, Gendron D, Brosseau JP, Thibault P, Lucier JF, Tremblay K, Prinos P, Wellinger RJ, Chabot B, Rancourt C, Elela SA:

Identification of alternative splicing markers for breast cancer. Cancer Res 68: 9525-9531, 2008

81. Venables JP, Strain L, Routledge D, Bourn D, Powell HM, Warwicker P, Diaz-Torres ML, Sampson A, Mead P, Webb M, Pirson Y, Jackson MS, Hughes A, Wood KM, Goodship JA, Goodship TH: Atypical haemolytic uraemic syndrome associated with a hybrid complement gene. PLoS Med 3: e431, 2006

82. Wang ET, Sandberg R, Luo S, Khrebtukova I, Zhang L, Mayr C, Kingsmore SF, Schroth GP, Burge CB: Alternative isoform regulation in human tissue transcriptomes. Nature 456: 470-476, 2008

83. Wang Z, Gerstein M, Snyder M: RNA-Seq: a revolutionary tool for transcriptomics.

Nat Rev Genet 10: 57-63, 2009

84. Warburg O: On the origin of cancer cells. Science 123: 309-314, 1956

85. Wu J, Wang Y, Qiao X, Saiyin H, Zhao S, Qiao S, Wu Y: Cloning and characterization of a novel human BRMS1 transcript variant in hepatocellular carcinoma cells. Cancer Lett 337: 266-275, 2013

86. Ye QH, Qin LX, Forgues M, He P, Kim JW, Peng AC, Simon R, Li Y, Robles AI, Chen Y, Ma ZC, Wu ZQ, Ye SL, Liu YK, Tang ZY, Wang XW: Predicting hepatitis B virus-positive metastatic hepatocellular carcinomas using gene expression profiling and supervised machine learning. Nat Med 9: 416-423, 2003

87. Ying J, Li H, Yu J, Ng KM, Poon FF, Wong SC, Chan AT, Sung JJ, Tao Q: WNT5A

exhibits tumor-suppressive activity through antagonizing the Wnt/beta-catenin signaling, and is frequently methylated in colorectal cancer. Clin Cancer Res 14: 55-61, 2008

88. Zhang C, Li HR, Fan JB, Wang-Rodriguez J, Downs T, Fu XD, Zhang MQ:

Profiling alternatively spliced mRNA isoforms for prostate cancer classification.

BMC Bioinformatics 7: 202, 2006

89. Zhang MX, Xu YJ, Zhu MC, Yan F: Overexpressed ostepontin-c as a potential biomarker for esophageal squamous cell carcinoma. Asian Pac J Cancer Prev 14:

7315-7319, 2013

- ABSTRACT -

Genomic Profiling of Alternative splicing in liver cancer

Mi-kyoung Seo

Department of Biomedical Sciences The Graduate School, Ajou University

(Supervised by professor Hyun Goo Woo)

The development of liver cancers is a multistep process, which is known to progress through diverse molecular and biological mechanisms. Recently, the next generation sequencing has allowed many advances in the characterization and quantification of transcripts in genome-wide manner. In particular, RNA-sequencing provides ability to

The development of liver cancers is a multistep process, which is known to progress through diverse molecular and biological mechanisms. Recently, the next generation sequencing has allowed many advances in the characterization and quantification of transcripts in genome-wide manner. In particular, RNA-sequencing provides ability to

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