期刊论文详细信息
BMC Cancer
Single cell mutational analysis of PIK3CA in circulating tumor cells and metastases in breast cancer reveals heterogeneity, discordance, and mutation persistence in cultured disseminated tumor cells from bone marrow
Glenn Deng2  Sujatha Krishnakumar4  Ashley A Powell5  Haiyu Zhang3  Michael N Mindrinos4  Melinda L Telli1  Ronald W Davis4  Stefanie S Jeffrey2 
[1] Division of Medical Oncology, Stanford University School of Medicine, Stanford, CA 94305, USA
[2] Division of Surgical Oncology, Stanford University School of Medicine, Stanford, CA 94305, USA
[3] Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
[4] Stanford Genome Technology Center, Stanford University School of Medicine, Palo Alto, CA 94304, USA
[5] Division of Gynecologic Oncology, Stanford University School of Medicine, Stanford, CA 94305, USA
关键词: Single cell analysis;    PIK3CA;    Mutation analysis;    Heterogeneity;    Disseminated tumor cells (DTCs);    Circulating tumor cells (CTCs);    Cancer cell culture;   
Others  :  855650
DOI  :  10.1186/1471-2407-14-456
 received in 2013-02-12, accepted in 2014-05-28,  发布年份 2014
PDF
【 摘 要 】

Background

Therapeutic decisions in cancer are generally guided by molecular biomarkers or, for some newer therapeutics, primary tumor genotype. However, because biomarkers or genotypes may change as new metastases emerge, circulating tumor cells (CTCs) from blood are being investigated for a role in guiding real-time drug selection during disease progression, expecting that CTCs will comprehensively represent the full spectrum of genomic changes in metastases. However, information is limited regarding mutational heterogeneity among CTCs and metastases in breast cancer as discerned by single cell analysis. The presence of disseminated tumor cells (DTCs) in bone marrow also carry prognostic significance in breast cancer, but with variability between CTC and DTC detection. Here we analyze a series of single tumor cells, CTCs, and DTCs for PIK3CA mutations and report CTC and corresponding metastatic genotypes.

Methods

We used the MagSweeper, an immunomagnetic separation device, to capture live single tumor cells from breast cancer patients’ primary and metastatic tissues, blood, and bone marrow. Single cells were screened for mutations in exons 9 and 20 of the PIK3CA gene. Captured DTCs grown in cell culture were also sequenced for PIK3CA mutations.

Results

Among 242 individual tumor cells isolated from 17 patients and tested for mutations, 48 mutated tumor cells were identified in three patients. Single cell analyses revealed mutational heterogeneity among CTCs and tumor cells in tissues. In a patient followed serially, there was mutational discordance between CTCs, DTCs, and metastases, and among CTCs isolated at different time points. DTCs from this patient propagated in vitro contained a PIK3CA mutation, which was maintained despite morphological changes during 21 days of cell culture.

Conclusions

Single cell analysis of CTCs can demonstrate genotypic heterogeneity, changes over time, and discordance from DTCs and distant metastases. We present a cautionary case showing that CTCs from any single blood draw do not always reflect metastatic genotype, and that CTC and DTC analyses may provide independent clinical information. Isolated DTCs remain viable and can be propagated in culture while maintaining their original mutational status, potentially serving as a future resource for investigating new drug therapies.

【 授权许可】

   
2014 Deng et al.; licensee BioMed Central Ltd.

【 预 览 】
附件列表
Files Size Format View
20140722054808107.pdf 1253KB PDF download
40KB Image download
99KB Image download
91KB Image download
14KB Image download
【 图 表 】

【 参考文献 】
  • [1]Fritsch C, Huang A, Chatenay-Rivauday C, Schnell C, Reddy A, Liu M, Kauffmann A, Guthy D, Erdmann D, De Pover A, Furet P, Gao H, Ferretti S, Wang Y, Trappe J, Brachmann SM, Maira SM, Wilson CJ, Boehm M, Garcia-Echeverria C, Chene P, Wiesmann M, Cozens R, Lehar J, Schlegel R, Caravatti G, Hofmann F, Sellers WR: Characterization of the novel and specific PI3Kalpha inhibitor NVP-BYL719 and development of the patient stratification strategy for clinical trials. Mol Cancer Ther 2014, 13:1117-1129.
  • [2]Janku F, Hong DS, Fu S, Piha-Paul SA, Naing A, Falchook GS, Tsimberidou AM, Stepanek VM, Moulder SL, Lee JJ, Luthra R, Zinner RG, Broaddus RR, Wheler JJ, Kurzrock R: Assessing PIK3CA and PTEN in Early-Phase Trials with PI3K/AKT/mTOR Inhibitors. Cell Rep 2014, 6:377-387.
  • [3]Patel SP, Lazar AJ, Papadopoulos NE, Liu P, Infante JR, Glass MR, Vaughn CS, LoRusso PM, Cohen RB, Davies MA, Kim KB: Clinical responses to selumetinib (AZD6244; ARRY-142886)-based combination therapy stratified by gene mutations in patients with metastatic melanoma. Cancer 2013, 119:799-805.
  • [4]Pao W, Girard N: New driver mutations in non-small-cell lung cancer. Lancet Oncol 2011, 12:175-180.
  • [5]De Roock W, Claes B, Bernasconi D, De Schutter J, Biesmans B, Fountzilas G, Kalogeras KT, Kotoula V, Papamichael D, Laurent-Puig P, Penault-Llorca F, Rougier P, Vincenzi B, Santini D, Tonini G, Cappuzzo F, Frattini M, Molinari F, Saletti P, De Dosso S, Martini M, Bardelli A, Siena S, Sartore-Bianchi A, Tabernero J, Macarulla T, Di Fiore F, Gangloff AO, Ciardiello F, Pfeiffer P, et al.: Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis. Lancet Oncol 2010, 11:753-762.
  • [6]Gerlinger M, Rowan AJ, Horswell S, Larkin J, Endesfelder D, Gronroos E, Martinez P, Matthews N, Stewart A, Tarpey P, Varela I, Phillimore B, Begum S, McDonald NQ, Butler A, Jones D, Raine K, Latimer C, Santos CR, Nohadani M, Eklund AC, Spencer-Dene B, Clark G, Pickering L, Stamp G, Gore M, Szallasi Z, Downward J, Futreal PA, Swanton C: Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. N Engl J Med 2012, 366:883-892.
  • [7]Dupont Jensen J, Laenkholm AV, Knoop A, Ewertz M, Bandaru R, Liu W, Hackl W, Barrett JC, Gardner H: PIK3CA mutations may be discordant between primary and corresponding metastatic disease in breast cancer. Clin Cancer Res 2011, 17:667-677.
  • [8]Fisher R, Pusztai L, Swanton C: Cancer heterogeneity: implications for targeted therapeutics. Br J Cancer 2013, 108:479-485.
  • [9]Jeselsohn R, Yelensky R, Buchwalter G, Frampton GM, Meric-Bernstam F, Gonzalez-Angulo AM, Ferrer-Lozano J, Perez-Fidalgo A, Cristofanilli M, Gomez H, Arteaga CL, Giltnane J, Balko JM, Cronin MT, Jarosz M, Sun J, Hawryluk M, Lipson D, Otto G, Ross J, Dvir A, Soussan-Gutman L, Wolf I, Rubinek T, Gilmore L, Schnitt SJ, Come SE, Pusztai L, Stephens PJ, Brown M, Miller VA: Emergence of constitutively active estrogen receptor-α mutations in pretreated advanced estrogen receptor positive breast cancer. Clin Cancer Res 2014, 20:1757-1767.
  • [10]Shah SP, Morin RD, Khattra J, Prentice L, Pugh T, Burleigh A, Delaney A, Gelmon K, Guliany R, Senz J, Steidl C, Holt RA, Jones S, Sun M, Leung G, Moore R, Severson T, Taylor GA, Teschendorff AE, Tse K, Turashvili G, Varhol R, Warren RL, Watson P, Zhao Y, Caldas C, Huntsman D, Hirst M, Marra MA, Aparicio S: Mutational evolution in a lobular breast tumour profiled at single nucleotide resolution. Nature 2009, 461:809-813.
  • [11]Janku F: Tumor heterogeneity in the clinic: is it a real problem? Ther Adv Med Oncol 2014, 6:43-51.
  • [12]Pantel K, Alix-Panabières C: Real-time liquid biopsy in cancer patients: fact or fiction? Cancer Res 2013, 73:6384-6388.
  • [13]Heitzer E, Auer M, Gasch C, Pichler M, Ulz P, Hoffmann EM, Lax S, Waldispuehl-Geigl J, Mauermann O, Lackner C, Höfler G, Eisner F, Sill H, Samonigg H, Pantel K, Riethdorf S, Bauernhofer T, Geigl JB, Speicher MR: Complex tumor genomes inferred from single circulating tumor cells by array-CGH and next-generation sequencing. Cancer Res 2013, 73:2965-2975.
  • [14]Banys M, Krawczyk N, Fehm T: The role and clinical relevance of disseminated tumor cells in breast cancer. Cancers (Basel) 2014, 6:143-152.
  • [15]Møller EK, Kumar P, Voet T, Peterson A, Van Loo P, Mathiesen RR, Fjelldal R, Grundstad J, Borgen E, Baumbusch LO, Naume B, Børresen-Dale AL, White KP, Nord S, Kristensen VN: Next-generation sequencing of disseminated tumor cells. Front Oncol 2013, 3:320.
  • [16]Mathiesen RR, Fjelldal R, Liestøl K, Due EU, Geigl JB, Riethdorf S, Borgen E, Rye IH, Schneider IJ, Obenauf AC, Mauermann O, Nilsen G, Christian Lingjaerde O, Børresen-Dale AL, Pantel K, Speicher MR, Naume B, Baumbusch LO: High-resolution analyses of copy number changes in disseminated tumor cells of patients with breast cancer. Int J Cancer 2012, 131:E405-E415.
  • [17]Solakoglu O, Maierhofer C, Lahr G, Breit E, Scheunemann P, Heumos I, Pichlmeier U, Schlimok G, Oberneder R, Kollermann MW, Kollermann J, Speicher MR, Pantel K: Heterogeneous proliferative potential of occult metastatic cells in bone marrow of patients with solid epithelial tumors. Proc Natl Acad Sci U S A 2002, 99:2246-2251.
  • [18]Bednarz-Knoll N, Alix-Panabières C, Pantel K: Clinical relevance and biology of circulating tumor cells. Breast Cancer Res 2011, 13:228.
  • [19]Talasaz AH, Powell AA, Huber DE, Berbee JG, Roh KH, Yu W, Xiao W, Davis MM, Pease RF, Mindrinos MN, Jeffrey SS, Davis RW: Isolating highly enriched populations of circulating epithelial cells and other rare cells from blood using a magnetic sweeper device. Proc Natl Acad Sci U S A 2009, 106:3970-3975.
  • [20]Ameri K, Luong R, Zhang H, Powell AA, Montgomery KD, Espinosa I, Bouley DM, Harris AL, Jeffrey SS: Circulating tumour cells demonstrate an altered response to hypoxia and an aggressive phenotype. Br J Cancer 2010, 102:561-569.
  • [21]Powell AA, Talasaz AH, Zhang H, Coram MA, Reddy A, Deng G, Telli ML, Advani RH, Carlson RW, Mollick JA, Sheth S, Kurian AW, Ford JM, Stockdale FE, Quake SR, Pease RF, Mindrinos MN, Bhanot G, Dairkee SH, Davis RW, Jeffrey SS: Single cell profiling of circulating tumor cells: transcriptional heterogeneity and diversity from breast cancer cell lines. PloS One 2012, 7:e33788.
  • [22]Network CGA: Comprehensive molecular portraits of human breast tumours. Nature 2012, 490:61-70.
  • [23]Stemke-Hale K, Gonzalez-Angulo AM, Lluch A, Neve RM, Kuo WL, Davies M, Carey M, Hu Z, Guan Y, Sahin A, Symmans WF, Pusztai L, Nolden LK, Horlings H, Berns K, Hung MC, van de Vijver MJ, Valero V, Gray JW, Bernards R, Mills GB, Hennessy BT: An integrative genomic and proteomic analysis of PIK3CA, PTEN, and AKT mutations in breast cancer. Cancer Res 2008, 68:6084-6091.
  • [24]Kalinsky K, Jacks LM, Heguy A, Patil S, Drobnjak M, Bhanot UK, Hedvat CV, Traina TA, Solit D, Gerald W, Moynahan ME:2: PIK3CA mutation associates with improved outcome in breast cancer. Clin Cancer Res 2009, 15:5049-5059.
  • [25]Samuels Y, Wang Z, Bardelli A, Silliman N, Ptak J, Szabo S, Yan H, Gazdar A, Powell SM, Riggins GJ, Willson JK, Markowitz S, Kinzler KW, Vogelstein B, Velculescu VE: High frequency of mutations of the PIK3CA gene in human cancers. Science 2004, 304:554.
  • [26]Deng G, Herrler M, Burgess D, Manna E, Krag D, Burke JF: Enrichment with anticytokeratin alone or combined with anti-EpCAM antibodies significantly increases the sensitivity for circulating tumor cell detection in metastatic breast cancer patients. Breast Cancer Res 2008, 10:R69.
  • [27]Cristofanilli M, Budd GT, Ellis MJ, Stopeck A, Matera J, Miller MC, Reuben JM, Doyle GV, Allard WJ, Terstappen LW, Hayes DF: Circulating tumor cells, disease progression, and survival in metastatic breast cancer. N Engl J Med 2004, 351:781-791.
  • [28]Braun S, Pantel K, Müller P, Janni W, Hepp F, Kentenich CR, Gastroph S, Wischnik A, Dimpfl T, Kindermann G, Riethmüller G, Schlimok G: Cytokeratin-positive cells in the bone marrow and survival of patients with stage I, II, or III breast cancer. N Engl J Med 2000, 342:525-533.
  • [29]Liang X, Lau QC, Salto-Tellez M, Putti TC, Loh M, Sukumar S: Mutational hotspot in exon 20 of PIK3CA in breast cancer among Singapore Chinese. Cancer Biol Ther 2006, 5:544-548.
  • [30]Higgins MJ, Jelovac D, Barnathan E, Blair B, Slater S, Powers P, Zorzi J, Jeter SC, Oliver GR, Fetting J, Emens L, Riley C, Stearns V, Diehl F, Angenendt P, Huang P, Cope L, Argani P, Murphy KM, Bachman KE, Greshock J, Wolff AC, Park BH: Detection of tumor PIK3CA status in metastatic breast cancer using peripheral blood. Clin Cancer Res 2012, 18:3462-3469.
  • [31]Hollestelle A, Elstrodt F, Nagel JH, Kallemeijn WW, Schutte M: Phosphatidylinositol-3-OH kinase or RAS pathway mutations in human breast cancer cell lines. Mol Cancer Res 2007, 5:195-201.
  • [32]Kataoka Y, Mukohara T, Shimada H, Saijo N, Hirai M, Minami H: Association between gain-of-function mutations in PIK3CA and resistance to HER2-targeted agents in HER2-amplified breast cancer cell lines. Ann Oncol 2010, 21:255-262.
  • [33]Wu G, Xing M, Mambo E, Huang X, Liu J, Guo Z, Chatterjee A, Goldenberg D, Gollin SM, Sukumar S, Trink B, Sidransky D: Somatic mutation and gain of copy number of PIK3CA in human breast cancer. Breast Cancer Res 2005, 7:R609.
  • [34]Muller CI, Miller CW, Hofmann WK, Gross ME, Walsh CS, Kawamata N, Luong QT, Koeffler HP: Rare mutations of the PIK3CA gene in malignancies of the hematopoietic system as well as endometrium, ovary, prostate and osteosarcomas, and discovery of a PIK3CA pseudogene. Leukemia Res 2007, 31:27-32.
  • [35]Bidard FC, Fehm T, Ignatiadis M, Smerage JB, Alix-Panabières C, Janni W, Messina C, Paoletti C, Müller V, Hayes DF, Piccart M, Pierga JY: Clinical application of circulating tumor cells in breast cancer: overview of the current interventional trials. Cancer Metastasis Rev 2013, 32:179-188.
  • [36]Smerage JB, Barlow WE, Hortobagyi GN, Winer EP, Leyland-Jones B, Srkalovic G, Tejwani S, Schott AF, O'Rourke MA, Lew DL, Doyle GV, Gralow JR, Livingston RB, Hayes DF: Circulating tumor cells and response to chemotherapy in metastatic breast cancer: SWOG S0500. J Clin Oncol 2014. Epub ahead of print
  • [37]Yu M, Bardia A, Wittner BS, Stott SL, Smas ME, Ting DT, Isakoff SJ, Ciciliano JC, Wells MN, Shah AM, Concannon KF, Donaldson MC, Sequist LV, Brachtel E, Sgroi D, Baselga J, Ramaswamy S, Toner M, Haber DA, Maheswaran S: Circulating breast tumor cells exhibit dynamic changes in epithelial and mesenchymal composition. Science 2013, 339:580-584.
  • [38]Chen CL, Mahalingam D, Osmulski P, Jadhav RR, Wang CM, Leach RJ, Chang TC, Weitman SD, Kumar AP, Sun L, Gaczynska ME, Thompson IM, Huang TH: Single-cell analysis of circulating tumor cells identifies cumulative expression patterns of EMT-related genes in metastatic prostate cancer. Prostate 2013, 73:813-826.
  • [39]Yokobori T, Iinuma H, Shimamura T, Imoto S, Sugimachi K, Ishii H, Iwatsuki M, Ota D, Ohkuma M, Iwaya T, Nishida N, Kogo R, Sudo T, Tanaka F, Shibata K, Toh H, Sato T, Barnard GF, Fukagawa T, Yamamoto S, Nakanishi H, Sasaki S, Miyano S, Watanabe T, Kuwano H, Mimori K, Pantel K, Mori M: Plastin3 is a novel marker for circulating tumor cells undergoing the epithelial-mesenchymal transition and is associated with colorectal cancer prognosis. Cancer Res 2013, 73:2059-2069.
  • [40]Zhang L, Ridgway LD, Wetzel MD, Ngo J, Yin W, Kumar D, Goodman JC, Groves MD, Marchetti D: The identification and characterization of breast cancer CTCs competent for brain metastasis. Sci Transl Med 2013, 5:180ra48. Erratum in: Sci Transl Med 2013, 5:189er5
  • [41]Di Nicolantonio F, Arena S, Tabernero J, Grosso S, Molinari F, Macarulla T, Russo M, Cancelliere C, Zecchin D, Mazzucchelli L, Sasazuki T, Shirasawa S, Geuna M, Frattini M, Baselga J, Gallicchio M, Biffo S, Bardelli A: Deregulation of the PI3K and KRAS signaling pathways in human cancer cells determines their response to everolimus. J Clin Invest 2010, 120:2858-2866.
  • [42]Lohr JG, Adalsteinsson VA, Cibulskis K, Choudhury AD, Rosenberg M, Cruz-Gordillo P, Francis JM, Zhang CZ, Shalek AK, Satija R, Trombetta JJ, Lu D, Tallapragada N, Tahirova N, Kim S, Blumenstiel B, Sougnez C, Lowe A, Wong B, Auclair D, Van Allen EM, Nakabayashi M, Lis RT, Lee GS, Li T, Chabot MS, Ly A, Taplin ME, Clancy TE, Loda M, et al.: Whole-exome sequencing of circulating tumor cells provides a window into metastatic prostate cancer. Nat Biotechnol 2014, 32:479-484.
  • [43]Alix-Panabières C, Pantel K: Technologies for detection of circulating tumor cells: facts and vision. Lab Chip 2014, 14:57-62.
  • [44]Krebs MG, Metcalf RL, Carter L, Brady G, Blackhall FH, Dive C: Molecular analysis of circulating tumour cells-biology and biomarkers. Nat Rev Clin Oncol 2014, 11:129-144.
  • [45]Lowes LE, Allan AL: Recent advances in the molecular characterization of circulating tumor cells. Cancers (Basel) 2014, 6:595-624.
  • [46]Van Loo P, Voet T: Single cell analysis of cancer genomes. Curr Opin Genet Dev 2014, 24C:82-91.
  • [47]Schneck H, Blassl C, Meier-Stiegen F, Neves RP, Janni W, Fehm T, Neubauer H: Analysing the mutational status of PIK3CA in circulating tumor cells from metastatic breast cancer patients. Mol Oncol 2013, 7:976-986.
  • [48]Harb W, Fan A, Tran T, Danila DC, Keys D, Schwartz M, Ionescu-Zanetti C: Mutational analysis of circulating tumor cells using a novel microfluidic collection device and qPCR assay. Transl Oncol 2013, 6:528-538.
  • [49]Gutiérrez C, Rodriguez J, Patiño-García A, García-Foncillas J, Salgado J: KRAS mutational status analysis of peripheral blood isolated circulating tumor cells in metastatic colorectal patients. Oncol Lett 2013, 6:1343-1345.
  • [50]Fabbri F, Carloni S, Zoli W, Ulivi P, Gallerani G, Fici P, Chiadini E, Passardi A, Frassineti GL, Ragazzini A, Amadori D: Detection and recovery of circulating colon cancer cells using a dielectrophoresis-based device: KRAS mutation status in pure CTCs. Cancer Lett 2013, 335:225-231.
  • [51]Mostert B, Jiang Y, Sieuwerts AM, Wang H, Bolt-de Vries J, Biermann K, Kraan J, Lalmahomed Z, van Galen A, de Weerd V, van der Spoel P, Ramírez-Moreno R, Verhoef C, Ijzermans JN, Wang Y, Gratama JW, Foekens JA, Sleijfer S, Martens JW: KRAS and BRAF mutation status in circulating colorectal tumor cells and their correlation with primary and metastatic tumor tissue. Int J Cancer 2013, 133:130-141.
  • [52]Tórtola S, Steinert R, Hantschick M, Peinado MA, Gastinger I, Stosiek P, Lippert H, Schlegel W, Reymond MA: Discordance between K-ras mutations in bone marrow micrometastases and the primary tumor in colorectal cancer. J Clin Oncol 2001, 19:2837-2843.
  • [53]Raimondi C, Nicolazzo C, Gradilone A, Giannini G, De Falco E, Chimenti I, Varriale E, Hauch S, Plappert L, Cortesi E, Gazzaniga P: Circulating tumor cells: exploring intratumor heterogeneity of colorectal cancer. Cancer Biol Ther 2014, 15:496-503.
  • [54]Klein CA, Seidl S, Petat-Dutter K, Offner S, Geigl JB, Schmidt-Kittler O, Wendler N, Passlick B, Huber RM, Schlimok G, Baeuerle PA, Riethmüller G: Combined transcriptome and genome analysis of single micrometastatic cells. Nat Biotechnol 2002, 20:387-392.
  • [55]Czyż ZT, Hoffmann M, Schlimok G, Polzer B, Klein CA: Reliable single cell array CGH for clinical samples. PLoS One 2014, 9:e85907.
  • [56]Magbanua MJ, Sosa EV, Roy R, Eisenbud LE, Scott JH, Olshen A, Pinkel D, Rugo HS, Park JW: Genomic profiling of isolated circulating tumor cells from metastatic breast cancer patients. Cancer Res 2013, 73:30-40.
  • [57]Gasch C, Bauernhofer T, Pichler M, Langer-Freitag S, Reeh M, Seifert AM, Mauermann O, Izbicki JR, Pantel K, Riethdorf S: Heterogeneity of epidermal growth factor receptor status and mutations of KRAS/PIK3CA in circulating tumor cells of patients with colorectal cancer. Clin Chem 2013, 59:252-260.
  • [58]Ni X, Zhuo M, Su Z, Duan J, Gao Y, Wang Z, Zong C, Bai H, Chapman AR, Zhao J, Xu L, An T, Ma Q, Wang Y, Wu M, Sun Y, Wang S, Li Z, Yang X, Yong J, Su XD, Lu Y, Bai F, Xie XS, Wang J: Reproducible copy number variation patterns among single circulating tumor cells of lung cancer patients. Proc Natl Acad Sci U S A 2013, 110:21083-21088.
  • [59]Sakaizawa K, Goto Y, Kiniwa Y, Uchiyama A, Harada K, Shimada S, Saida T, Ferrone S, Takata M, Uhara H, Okuyama R: Mutation analysis of BRAF and KIT in circulating melanoma cells at the single cell level. Br J Cancer 2012, 106:939-946.
  • [60]Ulmer A, Schmidt-Kittler O, Fischer J, Ellwanger U, Rassner G, Riethmüller G, Fierlbeck G, Klein CA: Immunomagnetic enrichment, genomic characterization, and prognostic impact of circulating melanoma cells. Clin Cancer Res 2004, 10:531-537.
  • [61]Ross AA, Cooper BW, Lazarus HM, Mackay W, Moss TJ, Ciobanu N, Tallman MS, Kennedy MJ, Davidson NE, Sweet D, Winter C, Akard L, Jansen J, Copelan E, Meagher RC, Herzig RH, Klumpp TR, Kahn DG, Warner NE: Detection and viability of tumor cells in peripheral blood stem cell collections from breast cancer patients using immunocytochemical and clonogenic assay techniques. Blood 1993, 82:2605-2610.
  文献评价指标  
  下载次数:28次 浏览次数:7次