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Prognostic and predictive value of circulating tumor cell analysis in colorectal cancer patients.
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MedLine Citation:
PMID:  23146106     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
OBJECTIVE: The aim of this study was to assess the prognostic and predictive values of circulating tumor cell (CTC) analysis in colorectal cancer patients.
PATIENTS AND METHODS: Presence of CTCs was evaluated in 60 colorectal cancer patients before systemic therapy--from which 33 patients were also evaluable for CTC analysis during the first 3 months of treatment--through immunomagnetic enrichment, using the antibodies BM7 and VU1D9 (targeting mucin 1 and EpCAM, respectively), followed by real-time RT-PCR analysis of the tumor-associated genes KRT19, MUC1, EPCAM, CEACAM5 and BIRC5.
RESULTS: Patients were stratified into groups according to CTC detection (CTC negative, when all marker genes were negative; and CTC positive when at least one of the marker genes was positive). Patients with CTC positivity at baseline had a significant shorter median progression-free survival (median PFS 181.0 days; 95% CI 146.9-215.1) compared with patients with no CTCs (median PFS 329.0 days; 95% CI 299.6-358.4; Log-rank P < .0001). Moreover, a statistically significant correlation was also founded between CTC detection during treatment and radiographic findings at the 6 month staging. This correlation applied to CTC results before therapy (odds ratio (OR), 6.22), 1 to 4 weeks after beginning of treatment (OR, 5.50), 5 to 8 weeks after beginning of treatment (OR, 7.94) 9 to 12 weeks after beginning of treatment (OR, 14.00) and overall CTC fluctuation during the course of treatment (OR, 20.57).
CONCLUSION: The present study provides evidence of a strong correlation between CTC detection and radiographic disease progression in patients receiving chemotherapy for colorectal cancer. Our results suggest that in addition to the current prognostic factors, CTC analysis represent a potential complementary tool for prediction of colorectal cancer patients' outcome. Moreover, the present test allows for molecular characterization of CTCs, which may be of relevance to the creation of personalized therapies.
Authors:
Andreia de Albuquerque; Ilja Kubisch; Ulrich Stölzel; Dominikus Ernst; Joachim Boese-Landgraf; Georg Breier; Gudrun Stamminger; Nikos Fersis; Sepp Kaul
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Publication Detail:
Type:  Journal Article; Research Support, Non-U.S. Gov't     Date:  2012-11-13
Journal Detail:
Title:  Journal of translational medicine     Volume:  10     ISSN:  1479-5876     ISO Abbreviation:  J Transl Med     Publication Date:  2012  
Date Detail:
Created Date:  2012-11-29     Completed Date:  2013-04-01     Revised Date:  2013-07-11    
Medline Journal Info:
Nlm Unique ID:  101190741     Medline TA:  J Transl Med     Country:  England    
Other Details:
Languages:  eng     Pagination:  222     Citation Subset:  IM    
Affiliation:
Department of Molecular Biology, Zentrum für Diagnostik am Klinikum Chemnitz, Flemmingstrasse 2, 09116 Chemnitz, Germany. Andreia.de.Albuquerque@gmail.com
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MeSH Terms
Descriptor/Qualifier:
Adult
Aged
Aged, 80 and over
Antineoplastic Agents / therapeutic use
Biological Markers / blood
Colorectal Neoplasms / blood*,  drug therapy,  pathology,  radiography
Female
Humans
Male
Middle Aged
Neoplastic Cells, Circulating / pathology*
Prognosis
Real-Time Polymerase Chain Reaction
Chemical
Reg. No./Substance:
0/Antineoplastic Agents; 0/Biological Markers
Comments/Corrections

From MEDLINE®/PubMed®, a database of the U.S. National Library of Medicine

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Journal Information
Journal ID (nlm-ta): J Transl Med
Journal ID (iso-abbrev): J Transl Med
ISSN: 1479-5876
Publisher: BioMed Central
Article Information
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Copyright ©2012 de Albuquerque et al.; licensee BioMed Central Ltd.
open-access:
Received Day: 26 Month: 10 Year: 2012
Accepted Day: 5 Month: 11 Year: 2012
collection publication date: Year: 2012
Electronic publication date: Day: 13 Month: 11 Year: 2012
Volume: 10First Page: 222 Last Page: 222
PubMed Id: 23146106
ID: 3508882
Publisher Id: 1479-5876-10-222
DOI: 10.1186/1479-5876-10-222

Prognostic and predictive value of circulating tumor cell analysis in colorectal cancer patients
Andreia de Albuquerque1 Email: Andreia.de.Albuquerque@gmail.com
Ilja Kubisch2 Email: i.kubisch@skc.de
Ulrich Stölzel2 Email: u.stoelzel@skc.de
Dominikus Ernst3 Email: d.ernst@skc.de
Joachim Boese-Landgraf3 Email: chirurgie@skc.de
Georg Breier4 Email: georg.breier@uniklinikum-dresden.de
Gudrun Stamminger5 Email: g.stamminger@skc.de
Nikos Fersis6 Email: n.fersis@skc.de
Sepp Kaul1 Email: s.kaul@skc.de
1Department of Molecular Biology, Zentrum für Diagnostik am Klinikum Chemnitz, Flemmingstrasse 2, 09116, Chemnitz, Germany
2Department of Internal Medicine, Klinikum Chemnitz, Chemnitz, Germany
3Department of Surgery, Klinikum Chemnitz, Chemnitz, Germany
4Department of Pathology, Technischen Universität Dresden, Dresden, Germany
5Zentrum für Diagnostik, Chemnitz, Germany
6Department of Gynecology, Klinikum Chemnitz, Chemnitz, Germany

Introduction

Nowadays, systemic treatment of metastatic cancer can result in a modest survival improvement for patients. However, palliation still remains the main treatment goal for cancer patients with metastatic lesions [1]. Many factors have been proposed as useful independent prognostic factors of recurrence and overall survival (OS) in cancer [2-4]. Yet, tumor stage still continues to play a fundamental role in the management of patients as the most powerful and reliable predictor of prognosis [5]. Moreover, it represents the operational basis for choosing the most appropriate therapy and for evaluating the efficacy of different therapeutic methods through the comparison of expected survival rates [6]. Nevertheless, current prognostic factors do often not allow for a more personalized approach in cancer treatment and there is a lack of accurate methodologies to identify patients that are destined to progress quickly or that would benefit from a more aggressive therapy.

We recently demonstrated that circulating tumor cell (CTC) analysis through an in-house optimized assay, using immunomagnetic enrichment, followed by real-time RT-PCR detection of a multimarker gene panel, can be used to isolate and characterize CTCs in a variety of adenocarcinomas [7,8] and be an indicator of shorter disease-free survival in pancreatic cancer patients [9]. From these feasibility studies, we designed a study to evaluate the prognostic and predictive values of CTC analysis in colorectal cancer patients.


Patients and methods
Patients selection and PB sampling

Written informed consent was obtained from all participants and the study was approved by the local medical ethical committee. Principal inclusion criteria were as follows: patients with histologically and radiographically proven colorectal cancer, initiating any first- or second-line systemic therapy. Patients with a history of previous malignancy and patients with active infection were excluded.

From all subjects, 10.0 ml whole blood samples were collected before therapy in EDTA tubes (Sarstedt AG & Co, Nümbrecht, Germany) and CTCs were isolated within 4 h of specimen collection.

Patient follow-up

Patients underwent chemotherapy as appropriate for their diagnosis and had disease evaluation from their medical oncologist according to the institutional guidelines. The evaluation included a physical examination, a complete blood count, blood chemical tests, screening for serum tumor markers, radiography and computed tomographic scan, magnetic resonance imaging, according to tumor type and stage. The planned re-evaluation for patients with metastatic disease was performed every 3 months. Response was evaluated according to clinical criteria codified by the Response Evaluation Criteria in Solid Tumors (RECIST) [10] by a team of medical oncologist and radiologists. Each disease assessment was classified as complete response (CR) partial response (PR), stable disease (SD) or progressive disease (PD). The primary end point for metastatic patients was time to progression. For response to therapy in the metastatic setting, the favourable group was defined as having non progressive (NP) disease (CR, PR and SD categories) and the unfavourable group was defined as that with PD or death.

CTCs isolation, mRNA extraction, cDNA synthesis and multimarker real-time PCR analysis

CTCs were isolated from PB through immunomagnetic enrichment, using the antibodies BM7 and VU1D9 (targeting mucin 1 and EpCAM, respectively), followed by mRNA extraction, cDNA synthesis and real-time RT-PCR analysis of the tumor-associated genes KRT19, MUC1, EPCAM, CEACAM5 and BIRC5. All the methodologies and primers, as well as real-time RT-PCR validation, have already been described elswhere [7-9]. According to the analytic detection limit of our assay, the Cq cut-off, under which a marker gene is considered to be positive, was defined as: 36.0 for KRT19, 37.1 for MUC1, 36.0 for EPCAM, 37.8 for CEACAM5, 35.0 for BIRC5, 37.3 for SCGB2A2 and 37.9 for ERBB2. A sample was considered to be CTC positive when at least one of the marker genes was positive.

Statistical analysis

The potential correlation between CTC findings and the clinicopathological characteristics of the patients was tested using either a chi-squared test or a Fisher's exact test.

Progression-free survival (PFS) was defined as the time between the baseline CTC assessment (the initiation of treatment) and the documentation of first radiographic disease progression or death. Patients who were alive and progression free at the time of analysis were censored using the time between the baseline CTC assessment and their most recent follow-up evaluations. PFS in CTC-positive and CTC-negative groups was compared with the Kaplan-Meier method, and differences were tested with the log-rank test.

The association between CTC status during the course of treatment and radiographic images was assessed by logistic regression. Patients were classified into two groups, according to their status after 6 months of initiating a systemic therapy: the favourable group was defined as having non progressive disease (CR, PR and SD categories) and the unfavourable group was defined as that with PD or death. Clinical outcome was then associated with CTC results obtained before therapy, after 1–4 weeks, 5–8 weeks and 9–12 weeks of therapy and with a change in CTC positivity during the course of treatment. Univariate analyses were performed and odds ratios (OR) together with the respective 95% confidence intervals (95% CI) were estimated.

A P value < 0,05 was considered to be statistically significant. All analyses were carried out using SPSS (Version 17.0, SPSS, Chicago, IL, USA).


Results
Patient characteristics

Between April 2009 and June 2011 a total of 60 colorectal cancer patients, meeting the inclusion and exclusion criteria, were enrolled. During the median follow-up period of 242 days (range 191.8 - 292.2 days), evidence of disease progression was documented in 51 patients and death had occurred in 17 patients. Detailed clinicopathological characteristics of the patients are given in Table 1.

CTCs at baseline

CTC analysis before treatment revealed that 65.0% of colorectal cancer patients were CTC positive. Positivity rates for each individual marker were as follows: 36.7% for KRT19, 23.3% for MUC1, 30.0% for EPCAM, 26.7% for CEACAM5 and 16.7% for BIRC5.

Correlation between CTCs and clinicopathological features

The presence of CTCs in the PB of pancreatic patients at baseline did not correlate with gender (p = 0.218), stage (p = 0.152), tumor size (p = 0.216), lymph nodes (p = 0.109) and tumor grading (p = 0.319). However, associations were found between the presence of metastasis and CTC positivity (p = 0.001).

Correlation between CTCs and PFS in pancreatic cancer patients

The correlation between PFS and baseline CTCs status in colorectal patients was compared with the Kaplan-Meier method and differences were tested using the log-rank test (Figure 1). PFS was calculated for groups defined by the presence or absence of CTCs before initiating chemotherapy. The overall median PFS for the assessable patients was 242.0 days (95% CI 191.8-292.2). Patients with CTC positivity at baseline had a significant shorter median PFS (181.0 days; 95% CI 146.9-215.1) compared with patients with no CTCs (median PFS 329.0 days; 95% CI 299.6-358.4; Log-rank P < .0001).

Correlation between CTCs and radiographic images

A total of 33 colorectal cancer patients were also evaluable for the analysis of CTC status before therapy and after 1 to 4, 5 to 8 and 9 to 12 weeks of treatment. In this set of patients, 48.5% were classified as having disease progression at the 6 month staging. From the 16 patients with PD or death, 14 (87.5%) were CTC positive before starting a new line of therapy, 12 (75.0%) had positive CTC in their PB at 1 to 4 and 5 to 8 weeks of treatment, and 13 (81.3%) patients were CTC positive at 9 to 12 weeks after starting treatment (Table 2).

The predictive value of CTC analysis before therapy and after 1 to 4, 5 to 8 and 9 to 12 weeks of treatment, as well as the overall fluctuation of CTC positivity during the course of treatment is shown in Table 3. Significant associations were found between CTC analysis at all time points and radiographic outcome at 6 month restaging, being CTC fluctuations the variable with the strongest correlation. That is, patients with an increase in the number of positive marker genes, during the course of therapy, had 20.57 times the odds of radiographic disease progression compared with patients who had no CTCs or a decrease in CTC positive markers.


Discussion

To the best of our knowledge, here we report the first study using mucin 1- and EpCAM-based immunomagnetic enrichment, followed by real-time RT-PCR analysis of KRT19, MUC1, EPCAM, CEACAM5 and BIRC5, as a way to detect and evaluate the prognostic and predictive effect of CTCs in PB of colorectal cancer patients.

As treatment has become more effective for colorectal cancer, decision making has also become more complicated. Five classes of drugs are currently available for treatment and therefore selection and monitoring of therapy have become more difficult [11]. Standard practise is to change treatment after several weeks or months of therapy if there is evidence of progression. However, after initiation of systemic treatment, current methodologies do not often allow for an accurate and early assessment of clinical benefit. Thus, patients may be either treated for prolonged periods with an inactive therapy or a potentially active therapy may be discontinued prematurely [1]. Therefore, we have evaluated whether CTC status, before and during treatment, are indicative of treatment benefit in advance of radiographic changes.

In the present study, we report the results of an in-house immunomagnetic/real-time RT-PCR assay for the detection and characterization of CTCs in colorectal cancer patients. Assay development and validation (addressing typical technical concerns, such as specificity, contaminants, efficiency, sensitivity and sample quality), are extensively explained elsewhere [7-9]. By applying this methodology, our results show a correlation between CTC assessments and radiographic determinations of disease progression in patients receiving chemotherapy for metastatic colorectal cancer. This correlation applies not only for CTC results obtained during the treatment, but also to CTC assessments obtained as far in advance as 6 months before imaging. Moreover, fluctuations in CTC levels during the course of treatment were also associated with tumor responsiveness determined by radiographic imaging. Patients with an increase in the number of positive markers, during the course of therapy, had 20.57 times the odds of radiographic disease progression compared with patients who had no CTCs or a decrease in CTC positive markers. Therefore, our findings suggest that serial CTC assessments taken before and during the first 3 months of treatment, used in conjunction with imaging, could help to confirm evidence of tumor response or decide doubtful findings.

Analysis of CTCs in blood of cancer patients can be performed by several rare cell detection techniques and promising results with potential clinical relevance have been obtained. One of the largest published studies on CTC detection in metastatic colorectal cancer, involving 430 patients, was performed by Cohen et al. [12]. Patients had their blood collected before treatment and at four different points during treatment schedule and CTCs were detected using the CellSearch® System. Patients were stratified according to favourable (< 3 CTCs per 7.5 ml of blood) or unfavourable (≥ 3 CTCs per 7.5 ml of blood) CTCs counts. The study showed that, at all time points, median PFS and OS rates were twice as high for patients in the favourable group as compared to those in the unfavourable group. The study also found a significant prognostic correlation between patient grouping by image response and CTCs, meaning that if patients presented elevated CTCs after therapy, they were more likely to have a worse prognosis. An update of this study, 1 year later and enclosing extended follow-up times, reported a pronounced PFS and OS difference between favourable and unfavourable groups, mostly in patients receiving first-line therapy [13].

Our study, even if using another CTC detection method and a smaller cohort of patients, confirms not only the previous findings by Cohen et al., but gives also extra information about CTC phenotypes. To date, a variety of research methods have been developed to isolate and enumerate CTCs. The existing CTC detection assays rely on various properties of CTCs, with each one having unique advantages and limitations. However, no enrichment or detection method has yet proven to be the golden standard and continuing efforts are needed to improve the reliability of CTC detection techniques. Even if the CellSearch® System has been validated via multicenter studies and is the only FDA cleared device for enumeration of CTCs, its use presents some limitations that may be crucial for elucidating and optimizing the use of CTCs in cancer management. By simply enumerating tumor cells, the CellSearch® System is missing information regarding the enormous biological and clinical contributions that CTCs can provide [14]. Therefore the future of rare tumor cell analysis relies also in the development of sensitive and relatively inexpensive assays capable of generating CTC molecular profiles, which may allow for the identification of subgroups of patients who would benefit from a specific therapy.

Nevertheless, limitations of this work must be considered. The study population was relatively small which may influence the interpretation of the results. However, small well-designed studies are of great value once that they can provide results quickly and becoming part of a preliminary selection in order to further design larger confirmatory studies. Patients also had flexibility regarding the exact dates of blood draws and computed tomography scans. However, the time frames for data analysis were well defined and this flexibility reflects the everyday in clinical practice.


Conclusion

Our results suggest that the optimal cancer staging system should include both anatomic and non anatomic factors, such as CTCs. In addition to strictly tumor-related descriptors, there are also genetic characteristics (gene expression profiling patterns, clustering of genetic alterations and multimarker phenotypes) that represent potential complementary tools for tumor classification. These tests could become an integral part of a future staging system, in association with more traditional morphologic features, able of enhancing the prediction of patient outcome and ultimately allowing tailored therapy and improved patient care. The present study provides not only evidence of a strong correlation between CTC detection and radiographic disease progression in patients receiving chemotherapy for colorectal cancer, but offer also the possibility of molecular characterization of CTCs, which may imperative to the creation of personalized therapies.


Competing interests

The authors declare that they have no competing interests.


Authors’ contributions

AdA performed the experimental work and statistical analysis, contributed for study design, data interpretation and drafted the manuscript. SK contributed for the experimental work, study design and data interpretation. GB contributed for critical revision of statistical analysis and of the manuscript. IK, DE, US and JB selected the patients for blood drawing and provided the patient data. GS and NF critically revised the manuscript. All authors read and approved the final manuscript.


Acknowledgments

The authors thank to the nursing staff for collecting blood specimens. They also thank to all the staff members that have contributed as negative controls. This work was supported by Klinikum Chemnitz.


References
Hayes DF,Cristofanilli M,Budd GT,Ellis MJ,Stopeck A,Miller MC,et al. Circulating tumor cells at each follow-up time point during therapy of metastatic breast cancer patients predict progression-free and overall survivalClin Cancer ResYear: 20061214 Pt 14218422416857794
Zlobec I,Lugli A,Prognostic and predictive factors in colorectal cancerPostgrad Med JYear: 20088499440341110.1136/jcp.2007.05485818832400
Compton CC,Colorectal carcinoma: diagnostic, prognostic, and molecular featuresMod PatholYear: 200316437638810.1097/01.MP.0000062859.46942.9312692203
Turner RR,Li C,Compton CC,Newer pathologic assessment techniques for colorectal carcinomaClin Cancer ResYear: 20071322 Pt 26871s6s18006792
Greene FL,Sobin LH,The staging of cancer: a retrospective and prospective appraisalCA Cancer J ClinYear: 200858318019010.3322/CA.2008.000118460593
Compton CC,Greene FL,The staging of colorectal cancer: 2004 and beyondCA Cancer J ClinYear: 200454629530810.3322/canjclin.54.6.29515537574
de Albuquerque A,Kubisch I,Ernst D,Breier G,Stamminger G,Fersis N,et al. Development of a Molecular Multimarker Assay for the Analysis of Circulating Tumor Cells in Adenocarcinoma PatientsClin LabYear: 2012585–637338422783565
de Albuquerque A,Kaul S,Breier G,Krabisch P,Fersis N,Multimarker Analysis of Circulating Tumor Cells in Peripheral Blood of Metastatic Breast Cancer Patients: A Step Forward in Personalized MedicineBreast Care (Basel, Switzerland)Year: 20127171210.1159/000336548
de Albuquerque A,Kubisch I,Breier G,Stamminger G,Fersis N,Eichler A,et al. Multimarker gene analysis of circulating tumor cells in pancreatic cancer patients: a feasibility studyOncologyYear: 201282131010.1159/00033547922270149
Kim HR,Lin HM,Biliran H,Raz A,Cell cycle arrest and inhibition of anoikis by galectin-3 in human breast epithelial cellsCancer ResYear: 199959164148415410463621
Davies JM,Goldberg RM,Treatment of metastatic colorectal cancerSemin OncolYear: 201138455256010.1053/j.seminoncol.2011.05.00921810514
Cohen SJ,Punt CJA,Iannotti N,Saidman BH,Sabbath KD,Gabrail NY,et al. Relationship of circulating tumor cells to tumor response, progression-free survival, and overall survival in patients with metastatic colorectal cancerJ Clin OncolYear: 200826193213322110.1200/JCO.2007.15.892318591556
Cohen SJ,Punt CJA,Iannotti N,Saidman BH,Sabbath KD,Gabrail NY,et al. Prognostic significance of circulating tumor cells in patients with metastatic colorectal cancerAnn OncolYear: 20092071223122910.1093/annonc/mdn78619282466
Hayes DF,Smerage J,Is there a role for circulating tumor cells in the management of breast cancer?Clin Cancer ResYear: 200814123646365010.1158/1078-0432.CCR-07-448118559576

Figures

[Figure ID: F1]
Figure 1 

PFS of colorectal cancer patients with and without CTCs in 10 ml of blood before therapy (CTC positivity is defined by when at least one marker gene is positive).



Tables
[TableWrap ID: T1] Table 1 

Colorectal cancer patientsclinicopathological characteristics


  Colorectal Patients
Variable
No.
%
Total No. of patients
60
 
Age at study entry, years
 
 
Median
65.2
Range
40–80
Gender
 
 
 Female
17
28.3
 Male
43
71.7
Stage
 
 
 II
4
6.7
 III
8
13.3
 IV
48
80.0
Tumor size
 
 
 T1
5
8.3
 T2
7
11.7
 T3
9
15.0
 T4
39
65.0
Lymph nodes
 
 
 N0
13
21.7
 ≥ N1
47
78.3
Histology grade
 
 
 G2
39
65.0
 G3
16
26.7
 G4
5
8.3
Metastasis
 
 
 Yes
54
90.0
 No 6 10.0

[TableWrap ID: T2] Table 2 

Type and line of therapy, treatment response and CTCs results before and during the course of therapy from 33 colorectal cancer patients


PatientID Therapy Line of therapy Staging outcome CTCs before therapy CTCs during therapy
14 weeks 58 weeks 912 weeks
5
FOLFIRI+Beva
2
PD
+
-
-
+
7
FUFOX
2
PD
+
+
+
+
8
FOLFIRI+Beva
2
NP
+
+
+
-
9
FUFIRI
2
PD
+
+
+
+
15
FOLFIRI
1
PD
-
+
+
+
36
FOLFOX-4
1
PD
+
-
+
+
39
FUFIRI
2
PD
+
-
-
-
47
FOLFIRI+Beva
1
NP
+
-
-
-
49
FOLFOX-4
1
NP
+
-
+
-
49
FOLFIRI
2
PD
+
+
+
+
65
Panitumumab
2
NP
-
-
+
-
65
Panitumumab
2
PD
+
+
+
+
70
FOLFOX-4
1
NP
-
-
+
-
73
FOLFOX-4
1
PD
+
-
-
+
74
FOLFIRI+Beva
2
PD
+
+
+
+
77
AIO+Beva
1
NP
+
+
+
-
80
FOLFIRI+Beva
1
NP
-
-
-
-
81
FUFIRI
1
PD
-
+
+
+
81
FUFOX
2
PD
+
+
+
+
87
AIO
1
NP
+
-
-
+
91
AIO +Beva
2
NP
-
-
-
-
97
FOLFIRI +Beva
1
NP
+
+
+
+
97
FOLFIRI +Beva
1
PD
+
+
+
-
99
FOLFOX-4
1
NP
-
-
-
-
109
AIO
1
PD
+
+
+
+
112
FOLFIR+Beva
1
NP
-
+
-
-
139
FOLFIR+Beva
1
NP
+
+
-
-
150
AIO +Beva
1
NP
-
-
-
-
151
FUFOX
1
NP
+
+
-
+
151
FUFOX
1
PD
+
+
+
+
171
FOLFOX-4
1
NP
+
-
-
-
184
AIO
1
NP
-
-
-
-
195 AIO 1 PD + + + +

[TableWrap ID: T3] Table 3 

The predictive value of CTCs before and during the course of treatment in colorectal cancer patients when compared with 6 months clinical outcome assessed by radiographic images


Variable Odds ratio (95%CI) P
CTCs before therapy (pos vs neg)
6.22 (1.07-36.21)
0.042
CTCs after 1–4 weeks of therapy (pos vs neg)
5.50 (1.22-24.81)
0.027
CTCs after 5–8 weeks of therapy (pos vs neg)
7.94 (1.60-39.42)
0.011
CTCs after 9–12 weeks of therapy (pos vs neg)
14.00 (2.60-75.41)
0.002
CTCs fluctuations during therapy (increase vs decrease) 20.57 (2.17-194.95) 0.008


Article Categories:
  • Research

Keywords: Circulating tumor cells, Colorectal cancer, Reverse transcription real-time polymerase chain reaction.

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