Literature DB >> 30186486

Clinical significance of circulating tumor cells via combined whole exome sequencing in early stage cancer screening: A case report.

Zijian Su1, Jiangman Zhao2, Shaoying Ke1, Jian Zhang1, Xiaoyu Liu1, Yu Wang2, Qihong Sun2, Qunxiong Pan1.   

Abstract

A newly-developed platform, integrating subtraction enrichment and immunostaining-fluorescence in situ hybridization (SE-iFISH), was applied to analyze the clinical significance of circulating tumor cells (CTCs) for early screening of cancer in healthy people. The present case report describes one healthy individual who accepted a CTC peripheral blood test, and 8 CTCs/7.5 ml blood were detected. However, various conventional cancer biomarkers were all negative, including cervical cytological inspection, alpha-fetoprotein, cancer antigen (CA)-125, CA19-9, carcinoembryonic antigen (CEA), CA15-3 and human papilloma virus. To explore the origin of the CTCs, whole exome sequencing was used to analyze the CTC variation spectrum. A total of 42 mutations were associated with cancer according to analysis in COSMIC (http://cancer.sanger.ac.uk/cosmic). The results revealed a high risk of tumor in the colorectum, stomach and breast (13, 12 and 6 variations matched, respectively). In this individual, an intestinal polyp was discovered and removed by colonoscopy. The intestinal polyp was identified to be a hyperplastic polyp by pathological diagnosis. No lesions were discovered in the stomach and breast. No CTCs were detected in this patient's blood at 1 and 6 months after removal of the lesions. This case indicates that CTC detection by SE-iFISH has potential in early stage cancer screening, and the mutation spectrum of CTC assists the tracking of its sources.

Entities:  

Keywords:  cancer screening; circulating tumor cell; intestinal polyp; laser capture microdissection; whole exome sequencing

Year:  2018        PMID: 30186486      PMCID: PMC6122440          DOI: 10.3892/etm.2018.6507

Source DB:  PubMed          Journal:  Exp Ther Med        ISSN: 1792-0981            Impact factor:   2.447


Introduction

Circulating tumor cells (CTCs) are cells that detach from primary or metastatic solid tumors into the vasculature, where they can be sampled from the circulating blood stream (1). CTCs are commonly identified in the peripheral blood supply of diverse solid tumors, including breast cancer (2,3), colorectal cancer (4), prostate cancer (5) etc. The migration of CTCs seems to be an early event in human carcinogenesis, even before the cancer is visible in clinical imaging. Experimental data in animal models has shown that tumors measuring less than 1 mm could be associated with the presence of CTCs in the bloodstream (6). Zhangjiang Center for Translational Medicine published a series of studies of CTCs in breast cancer (7), pancreatic cancer (8) and colorectal cancer (9) using combined subtraction enrichment and immunostaining-fluorescence in situ hybridization (SE-iFISH), cooperated with other research teams. These studies demonstrated SE-iFISH CTC detection 91% positive rate for breast cancer patients (7), a sensitivity of 88% and specificity of 90% in pancreatic cancer and healthy individuals at the cutoff value of 2 cells/7.5 ml (8), and a sensitivity of 90.9% and specificity of 82.4% in colorectal cancer and healthy individuals at the cutoff value of one cell/7.5 ml (9). From these studies, CTC detection by SE-iFISH showed high sensitivity and specificity for distinguishing breast cancer, pancreatic cancer and colorectal cancer from healthy people. CTCs detection, up to date, provided potential biomarkers for screening of cancer or precancerosis. SE-iFISH is a novel strategy to detect CTCs in blood (10), which enrich CTCs through the removal of WBCs using anti-CD45 antibody conjugated immunomagnetic particles, independent of EpCAM expression and tumor cell size. Centromere Probe 8 (CEP8), cytokeratin (CK), CD45, 4′,6-diamidino-2-phenylindole (DAPI) were combined to identify CTCs. Since aneuploidy is a typical common cytogenetic abnormality in tumor cells, this feature could be exploited for CTC detection. FISH was performed on CEP8 to identify aneuploidy cells. CTCs were confirmed to be negative for CD45, positive for DAPI and either positive for PanCK staining or aneuploidy chromosome 8. Cells with characteristics of CK-/CD45+/DAPI+/CEP8=2 were WBCs. The present case report describes a healthy female who accepted a CTC test (by SE-iFISH platform) in Quanzhou No. 1 Hospital, and the result was 8 CTCs/7.5 ml, which indicated a high risk of cancer. WES of these CTCs was performed to analyze their mutation profiles to track the lesion.

Materials and methods

Subtraction enrichment of CTCs

7.5 ml peripheral blood was collected by ACD anticoagulant tubes (BD Biosciences, Franklin Lakes, NJ, USA). Reagents for subtraction enrichment are Cytelligen CTC enrichment kit (Cytelligen, Inc., San Diego, CA, USA). In brief, peripheral blood (7.5 ml) was centrifuged at 800 × g for 8 min at room temperature, then supernatant was discarded. The left sample was transferred to a centrifuge tube containing 3 ml hCTC Separation Matrix. After centrifuging for 8 min at 450 g, the cell suspension was collected from the buffy-coat layer. 150 ul immunomagnetic particles conjugated anti-CD45 antibody was added into the cell suspension, which was inoculated at room temperature for 10 min and then placed on a magnetic stand (Promega Corporation, Madison, WI, USA) till the liquid became clear. The supernatant was pipetted off the magnetic field (non-magnetic bead-binding cell suspension) to remove leukocytes by centrifuging at 500 rpm for 2 min. Sedimented cells were thoroughly mixed with cell fixative and applied onto the coated CTC slides for subsequent identification.

Identification of CTCs

Reagents for CTC identification were provided by the Human Tumor Cell Identification kit (Cytelligen, Inc.). To identify aneuploidy CTCs, fluorescence in situ hybridization (FISH) and immunocytochemistry are used in combination. After a series of pre-treatment containing drying, washing and dehydration, 10 µl of probe solution containing fluorescence-labeled alpha-satellite probes for the centromeres of the chromosome (CEP8) (2 µg/ml) was added and then covered with a coverslip and sealed with neutral resin. The hybridization procedure was as follows: degeneration at 75°C for 5 min, followed by hybridization at 37°C overnight. Then the slide was rinsed with FR3 and added with monoclonal antibody anti-CD45 conjugated to Alexa Fluor 594 (Invitrogen; Thermo Fisher Scientific, Inc., Waltham, MA, USA) and anti-PanCK (CK4, 5, 6, 8, 10, 13 and 18) (Invitrogen; Thermo Fisher Scientific, Inc.) before inoculation at room temperature for 2 h. After rinsing with PBS, the slides were mounted with mounting medium containing DAPI and photographed with a fluorescence microscope (Nikon Corporation, Tokyo, Japan). CTCs were confirmed to be negative for CD45 and either positive for PanCK staining or aneuploidy chromosome 8.

Laser capture microdissection and whole genome amplification of CTCs

The CTC fixed slide was put in ZEISS Palm MicroBeam Laser Micro Dissection System (Zeiss AG, Oberkochen, Germany). We found CTCs according to the coordinate recorded in process of CTC identification, and collected CTCs by laser micro dissection. DNA amplification experiment of CTCs was according to the kit instruction of MalBac single cell genome amplification (YK001A/B; Yikon Genomics, Jiangsu, China). The product was quantified using DNA electrophoresis.

Whole exome sequencing

Whole exome sequencing was performed on DNA of blood, intestinal polyp and CTCs. For library construction, whole exome DNA capture was performed using Agilent SureSelect Human All ExonV5 kits following the manufacturer's instructions (Agilent Technologies, Inc., Santa Clara, CA, USA). Subsequent to the quality test, the qualified library was sequenced as 125 bp paired-end reads on an Illumina Hiseq 2500 platform (Illumina, Inc., San Diego, CA, USA).

Data analysis of whole exome sequencing

For whole exome sequencing, clean data was obtained after filtering adapter, low quality reads and reads with proportion of N>10%. Reads were aligned to the reference human genome (UCSC hg19) through Burrows-Wheeler Aligner. Next, the Picard and Genome Analysis Tool kit (GATK) methods were adopted for duplicate removal, local realignment and base quality recalibration. Finally, the GATK Unified Genotyper was used for single nucleotide variation (SNV)/inDel annotation. Somatic SNP/InDel detection was performed with Varscan2 software. Variants were annotated using the ANNOVAR software tool. Mutations of CTCs were aligned to COSMIC database (http://cancer.sanger.ac.uk/cosmic/). The data in COSMIC is curated from number of high-quality sources and combined into a single resource. The sources include: Peer-reviewed journal articles, CGP laboratories at the Sanger Institute, TCGA data portal, the ICGC data portal, IARC p53 database. We selected cancer-related mutations and annotated relevant primary organ.

Droplet digital PCR

Each PCR (Bio-Rad Laboratories, Inc., Hercules, CA, USA) reaction system (in a total reaction volume of 20 µl) contained: 10 µl Bio-Rad 2×ddPCR supermix, 1 µl primer and probe, 2 µl DNA template (100 ng) and 7 µl H2O. Droplets were generated and analyzed using the QX100 system (Bio-Rad Laboratories). Amplifications were performed using the following conditions: 1 cycle of 95°C for 10 min, 45 cycles of 94°C for 10 sec and 60°C for 45 sec, 1 cycle of 98°C for 10 min, and 1 cycle of 25°C for 10 sec. QuantaSoft analysis software (Bio-Rad Laboratories) enabled abundance to be calculated for each sample.

Case report

A female underwent circulating tumor cell detection using SE-iFISH platform in the surgical oncology department, Quanzhou No.1 hospital, Fujian, China, in Dec 22, 2014. She was 56-year-old, during menopause, and has no family history of cancer. The results were 8 CTCs/7.5 ml which indicated a high risk of cancer (Fig. 1). However, the levels of AFP, cancer antigen (CA)-125, CA19-9, carcinoembryonic antigen (CEA) and CA15-3 were in normal range. This patient also accepted an HPV typing (HPV16, 18, 31, 33, 35,39, 45, 51, 52, 56, 58, 59, 68, 6, 11, 42, 43, 44, 53, 66 and CP8304) test, and the results were negative. The thinprep cytology test showed no intraepithelial neoplasia. Written informed consent was obtained from this person for the present study.
Figure 1.

Eight polyploid CTCs (CK-/CD45-/DAPI+/CEP8+) identified by the SE-iFISH platform in one female. Magnification, ×400. DAPI, blue; CEP8, orange; CK, green; CD45, red. Red arrow, CTC in this image is this polyploidy pointed by red arrow, rather than another diploid. CTCs, circulating tumor cells; CEP8, Centromere Probe 8; CK, cytokeratin; DAPI, 4′,6-diamidino-2-phenylindole; SE-iFISH, immunostaining-fluorescence in situ hybridization.

To define the mutation spectrum of CTCs, we performed laser capture microdissection to isolate the CTCs, and whole genome amplification and whole exome capture DNA sequencing (WES) on the 8 CTCs from this female. Sequencing achieved 81.5× mean coverage on targeted exons. 34215 SNVs and 6807 InDels were defined in the CTCs. Mapping these variations in COSMIC (http://cancer.sanger.ac.uk/cosmic/), 42 variations and InDels were correlated significantly with cancer (Table I). Notably, 13, 12 and 6 mutations were related to large intestinal cancer, gastric cancer and breast cancer, respectively (Fig. 2A). Fig. 2B shows 13 gene variations and their mutational frequency in large intestinal cancer, according to a TCGA study.
Table I.

Cancer-related variations annotation in COSMIC database.

GeneLociRefAltHistologyOrgan
HOXB346629737TG/TGTG/TAdenocarcinomaColon
CENPQ49459978AAAGAdenocarcinomaColon
TSPAN1079612161CCTTAdenocarcinomaColon
TCEAL8102508779GGGTAdenocarcinomaRectum
MXRA53241256TTCCAdenocarcinomaColon
PRR25855717CCGGAdenocarcinomaRectum
HCAR3123200693AAGGAdenocarcinomaColon
PARL183547404CT/CTCT/CAdenocarcinomaColon
KDM6B7752901GC/GCG/GAdenocarcinomaColon
DCST1155019710AACCAdenocarcinomaRectum
RAI117696531GGCCAdenocarcinomaColon
ITGA4182347350GGGAAdenocarcinomaCecum
ACKR242907112AAACAdenocarcinomaCecum
FCRLA161683136GGAAAdenocarcinomaStomach
TNRC185396715TTCCAdenocarcinomaStomach
ASAP1131124559TTCCAdenocarcinomaStomach
CCDC153119063908CCTTAdenocarcinomaStomach
OR10G7123909627TTCCAdenocarcinomaStomach
CLEC1B10149406TTCCAdenocarcinomaStomach
BRCA141244000TTCCAdenocarcinomaStomach
LGALS1440199914CCGGAdenocarcinomaStomach
CLC40225646GGAAAdenocarcinomaStomach
CHGB5904040GGAAAdenocarcinomaStomach
IGLL123915652GGGAAdenocarcinomaStomach
GCNT210557242GA/GAGA/GAdenocarcinomaStomach
MINA97664725CCTTCancerBreast
LINC01168, LOC100128127134886618GGCCCancerBreast
WDR90701656CCTTCancerBreast
CHTF18840378AAGGCancerBreast
ZNF286A15611495TTCCCancerBreast
BPIFB331656632CCCGCancerBreast
TNN175067689GGAASquamous cell carcinomaSkin, face
MAN2B26602344GGGTMalignant melanomaSkin, arm
SMOC170420202GGGAMalignant melanomaSkin
SRSF429481412CCAAHepatocellular carcinomaLiver
COL15A1101778265GGTTAstrocytomaBrain
IDI21065491GGTTRenal clear cell carcinomaKidney
KRTAP4-739240627TTTCTransitional cell carcinomaBladder
LTBP441118056AAGGMeningiomaMeninges
TGM32290333CCAAAdenocarcinomaLung
UMODL143546494GGGAEndometrioid carcinomaEndometrium
TMEM37120194651A/AAGTGTGC/AGTGTGCSerous carcinomaOvary

COSMIC, catalogue of somatic mutations in cancer.

Figure 2.

(A) Organ distribution of SNVs mapped to cancer. (B) Mutation frequency in large intestinal cancer of 13 variations, according to a TCGA study. SNVs, single nucleotide variation.

SNV annotation in COSMIC showed a high risk of large intestinal cancer, followed by gastric cancer and breast cancer. To check for lesions, the patient underwent a series of imaging examinations, including colonoscopy, gastroscopy and color Doppler ultrasound (in the thyroid gland, cervical lymph node, mammary gland and draining lymph nodes, liver, spleen, gallbladder, pancreas, uterus and adnexa, bladder and adjacent tissue). A hemispherical polyp (0.4 cm) was observed in the sigmoid 18 cm away from the anus (Fig. 3A), which was then resected via endoscopic therapy. Pathological diagnosis showed that it was a hyperplastic polyp (Fig. 3B). No other lesions were detected in the stomach or breast by both gastroscopy and color Doppler ultrasound.
Figure 3.

Imaging of the intestinal polyp via colonoscopy (A) and H&E staining (B). Magnification, ×400.

WES was performed on DNA of resected intestinal polyp, and achieved 107.71× mean coverage on targeted exons. But none of 13 SNVs in CTCs was found in polyp, which were related with large intestine cancer in COSMIC database. For higher sequencing depth, we analyzed these 13 SNVs in polyp's DNA using droplet digital PCR (ddPCR). ACKR2 c.A1118C, DCST1 c.A1534C, ITGA4 c.G1013A were positive in intestinal polyp (Fig. 4), other 10 SNVs were not detected.
Figure 4.

Fluorescence intensity droplets of ACKR2 c.A1118C, DCST1 c. A1534C, ITGA4 c.G1013A in intestinal polyp by ddPCR.

CTCs in the peripheral blood of this patient were monitored after surgery, at 1 and 6 months during the follow-up. The number of CTCs reduced to 0 CTCs/7.5 ml, indicating a low risk of residual lesions (Fig. 5). And level of AFP, CA-125, CA19-9, CEA and CA15-3 in plasma were in normal range at 1 and 6 months during follow-up.
Figure 5.

Comparison of CTCs before and after surgery in the patient. CTCs, circulating tumor cells.

Discussion

CTCs in the blood have been suggested to be potential surrogate markers for minimal residual disease, and the precursor of metastatic disease (1). Their presence represents an independent prognostic factor for reduced disease-free and overall survival (3,4). The migration of CTCs seems to be an early event in human carcinogenesis, even before the cancer is visible in clinical imaging. CTCs have been detected in the blood of model animals when the tumor size is <1 mm (6). The study of Ilie et al (11) showed that CTC+ patients with chronic obstructive pulmonary disease (COPD) were all diagnosed with lung cancer during a 1–4 years follow up period. The search for CTCs, at present, may facilitate an early diagnosis of cancer or precancerosis. Many studies have proven that the SE-iFISH platform (identified by CEP8, CK and CD45 (12)) has a higher CTC detection rate than the Cellsearch system (7,8,10,13). The high detection rate of CTCs by the SE-iFISH platform was attributed to the following reasons, as previously reported (7). Firstly, the subtraction enrichment of the SE-iFISH platform uses immunomagnetic particles conjugated with anti-CD45 antibody to wipe off the WBCs, which doesn't depend on the EpCAM expression of CTCs; the expression of EpCAM on CTCs may decrease during epithelial-mesenchymal transition (EMT). Secondly, the SE-iFISH system not only identifies CK+ CTCs by immunostaining, but also aneuploid CTCs by CEP8-fluorescence in situ hybridization; aneuploidy is a typical common cytogenetic abnormality malignant cells (14). In this case, 8 CTCs/7.5 ml were detected in one healthy female by CK-/CD45-/DAPI+/CEP>2, indicating a high risk of cancer. Via mapping of the CTC mutation spectrum in the COSMIC database, we proposed that the cells may have derived from large intestinal cancer, gastric cancer or breast cancer, or their precancerous lesions. A 0.4 cm hemispherical polyp was observed in the sigmoid, 18 cm away from the anus (Fig. 3A), which was diagnosed as a hyperplastic polyp by pathological determination (Fig. 3B). However, no lesions were found in the stomach or breast by gastroscopy and color Doppler ultrasound. There are small subsets of hyperplastic polyps with risk for development of colorectal cancer, although vast majority of hyperplastic polyps are innocent (15). There exists a degree of genetic and perhaps morphologic heterogeneity amongst hyperplastic polyps (16). It has been proposed that hyperplastic polyps may serve as the initial lesion in a serrated neoplasia pathway that results in the 15% sporadic colorectal adenocarcinomas that are microsatellite unstable (17–19). A total of 13 SNVs above (Fig. 2B) weren't detected in resected intestinal polyp using WES, while three SNVs including ACKR2 c.A1118C, DCST1 c.A1534C, ITGA4 c.G1013A were detected by ddPCR (Fig. 4). That may be attributed to following reasons. Tumor evolve from benign to malignant lesions by acquiring a series of mutations over a long time. Genetic variations emerged in a minor fraction of a cell population before histology change during tumorigenesis (20). The cells with gene mutations may persist, but the cell numbers are very small compared with wild type cells. Sample for DNA extraction couldn't represent overall perspective of polyp because of heterogeneity. WES of hyperplastic polyp in this case achieved limited sequencing depth about 100×, which was hard to detect these rare mutations. While, ddPCR have a high degree of sensitivity, which is available for detecting 0.001% mutant fractions. The CTC detection results were 0 CTC/7.5 ml in this patient's blood at 1 and 6 months after removal of the intestinal polyp. The study by Wu et al (9) reported that a decline of the CTC count after surgery indicated better prognosis, while an increase indicated fast recurrence for colorectal cancer patients. From the results above, we can deduce that the intestinal polyp could have been the main source of the 8 CTCs in this patient. And this intestinal polyp had risk for development of early colorectal cancer. Sporadic CRC is a somatic genetic disease that may be influenced by the local colonic environment and the individual's background genetic makeup (21). Patients often present after 60 years of age, with most cancers originating from precursor initiating adenomas that, over 1–2 decades, transform into cancer. Because tumor cell dissemination appears to be an early event in tumor progression, CTCs may appear at very early stages of tumor development. Genomic alterations occur during the initiation and progression of a normal colonic cell into a neoplastic and malignant cell. Changes in the nucleic acids of the cancer cell might be detected from blood circulation, such as CTCs (22). Early screening of this population at age 50 years or older is effective and sustainable, reducing mortality from CRC and decreasing the incidence of CRC. Preventive surgery for adenoma, polyps or cancer is a vital approach towards a cure (23). There is few study focused on CTCs' organ derivation for person who isn't previously diagnosed with cancer using WES, although some studies performed whole-exome sequencing of CTCs on patients with cancer (24,25). In summary, SE-iFISH CTC detection represents a potential tool for early stage cancer screening, and next generation sequencing of CTCs provides a window into the source of the CTCs and the properties of the solid tumor.
  24 in total

1.  Serrated route to colorectal cancer: back street or super highway?

Authors:  J R Jass
Journal:  J Pathol       Date:  2001-03       Impact factor: 7.996

2.  Patterns of circulating tumor cells identified by CEP8, CK and CD45 in pancreatic cancer.

Authors:  Yujuan Zhang; Fei Wang; Ning Ning; Qian Chen; Zhuo Yang; Ye Guo; Danfei Xu; Donghong Zhang; Ting Zhan; Wei Cui
Journal:  Int J Cancer       Date:  2014-07-21       Impact factor: 7.396

3.  Circulating tumor cell analysis in metastatic triple-negative breast cancers.

Authors:  Mark Jesus M Magbanua; Lisa A Carey; Amy DeLuca; Jimmy Hwang; Janet H Scott; Mothaffar F Rimawi; Erica L Mayer; P Kelly Marcom; Minetta C Liu; Francisco J Esteva; John W Park; Hope S Rugo
Journal:  Clin Cancer Res       Date:  2014-12-18       Impact factor: 12.531

4.  Long-term mortality after screening for colorectal cancer.

Authors:  Aasma Shaukat; Steven J Mongin; Mindy S Geisser; Frank A Lederle; John H Bond; Jack S Mandel; Timothy R Church
Journal:  N Engl J Med       Date:  2013-09-19       Impact factor: 91.245

Review 5.  Genetics and Genetic Biomarkers in Sporadic Colorectal Cancer.

Authors:  John M Carethers; Barbara H Jung
Journal:  Gastroenterology       Date:  2015-07-26       Impact factor: 22.682

6.  Relationship of circulating tumor cells to tumor response, progression-free survival, and overall survival in patients with metastatic colorectal cancer.

Authors:  Steven J Cohen; Cornelis J A Punt; Nicholas Iannotti; Bruce H Saidman; Kert D Sabbath; Nashat Y Gabrail; Joel Picus; Michael Morse; Edith Mitchell; M Craig Miller; Gerald V Doyle; Henk Tissing; Leon W M M Terstappen; Neal J Meropol
Journal:  J Clin Oncol       Date:  2008-07-01       Impact factor: 44.544

Review 7.  Circulating tumor cells: a multifunctional biomarker.

Authors:  Timothy A Yap; David Lorente; Aurelius Omlin; David Olmos; Johann S de Bono
Journal:  Clin Cancer Res       Date:  2014-05-15       Impact factor: 12.531

8.  Whole-exome sequencing of circulating tumor cells provides a window into metastatic prostate cancer.

Authors:  Jens G Lohr; Viktor A Adalsteinsson; Kristian Cibulskis; Atish D Choudhury; Mara Rosenberg; Peter Cruz-Gordillo; Joshua M Francis; Cheng-Zhong Zhang; Alex K Shalek; Rahul Satija; John J Trombetta; Diana Lu; Naren Tallapragada; Narmin Tahirova; Sora Kim; Brendan Blumenstiel; Carrie Sougnez; Alarice Lowe; Bang Wong; Daniel Auclair; Eliezer M Van Allen; Mari Nakabayashi; Rosina T Lis; Gwo-Shu M Lee; Tiantian Li; Matthew S Chabot; Amy Ly; Mary-Ellen Taplin; Thomas E Clancy; Massimo Loda; Aviv Regev; Matthew Meyerson; William C Hahn; Philip W Kantoff; Todd R Golub; Gad Getz; Jesse S Boehm; J Christopher Love
Journal:  Nat Biotechnol       Date:  2014-04-20       Impact factor: 54.908

9.  "Sentinel" circulating tumor cells allow early diagnosis of lung cancer in patients with chronic obstructive pulmonary disease.

Authors:  Marius Ilie; Véronique Hofman; Elodie Long-Mira; Eric Selva; Jean-Michel Vignaud; Bernard Padovani; Jérôme Mouroux; Charles-Hugo Marquette; Paul Hofman
Journal:  PLoS One       Date:  2014-10-31       Impact factor: 3.240

10.  Clinical significance of detecting circulating tumor cells in colorectal cancer using subtraction enrichment and immunostaining-fluorescence in situ hybridization (SE-iFISH).

Authors:  Wei Wu; Zhenzhen Zhang; Xian Hua Gao; Zhen Shen; Yan Jing; Haibo Lu; Heng Li; Xiaoye Yang; Xiangbin Cui; Yuqing Li; Zheng Lou; Peng Liu; Cun Zhang; Wei Zhang
Journal:  Oncotarget       Date:  2017-03-28
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Authors:  Adil Malik; Srilakshmi Srinivasan; Jyotsna Batra
Journal:  Front Oncol       Date:  2019-11-26       Impact factor: 6.244

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