Early changes in circulating tumor cells are …...2015/07/17 · CTCs associated with response and...
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CTCs associated with response and survival in NENs
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Early changes in circulating tumor cells are associated with response and
survival following treatment of metastatic neuroendocrine neoplasms
Mohid S Khan1, 2, 3, Amy A Kirkwood 4, Theodora Tsigani1, Helen Lowe1,
Robert Goldstein1, John A Hartley1, Martyn E Caplin2, Tim Meyer1,5
1 UCL Cancer Institute, London 2 Neuroendocrine Tumour Unit, Department of Gastroenterology, Royal Free
Hospital, London 3 Department of Gastroenterology, University Hospital of Wales, Cardiff &
Vale University Hospital Board, Cardiff 4 Cancer Research UK & UCL Cancer Trials Centre, London 5 Department of Oncology, Royal Free Hospital, London
Running title: CTCs associated with response and survival in NENs
Keywords: neuroendocrine tumors, circulating neoplastic cells, circulating
tumor cells, biological markers, prognosis
Funding: The work was funded by UCL Experimental Cancer Medicine Centre
grant C34/A7279, the IPSEN fund Clinical Research Fellowship (MK), Quiet
Cancer Appeal, and the NIHR UCLH Biomedical Research Centre.
No conflicts of interest declared.
Address for correspondence:
Prof Tim Meyer UCL Cancer Institute University College London 72 Huntley Street, London WC1E 6BT email; [email protected] Tel; 0207 679 6731, Fax; 0203 108 2025
The results have been presented in part at the Annual General Meeting of the
American Society of Clinical Oncology 1-5 June 2012 Chicago IL and the 8th Annual ENETS Conference, 9-11 March 2011, in Lisbon, Portugal
Word count 2826/5000; 6 figures and tables
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CTCs associated with response and survival in NENs
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Statement of Translational Relevance There are an increasing range of therapeutic options available for patients
with neuroendocrine neoplasms (NEN) but no validated predictive biomarkers
to direct treatment selection or sequence. Having previously demonstrated the
prognostic relevance of circulating tumor cells (CTCs) in NENs, we have
evaluated their role as predictive biomarkers in response to therapy. We show
a poor outcome group can be defined by the presence of >8 CTCs at 3-5
weeks post-therapy, or by a <50% fall or a rise in CTC number at the same
time point compared to baseline. The association of change in CTC number
is an independent prognostic variable and allows serial monitoring of
response to therapy. These findings will require further external validation but
may present the opportunity for adaptive trials in NENs, in which evidence
based sequencing strategies can be defined.
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CTCs associated with response and survival in NENs
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Abstract
Purpose: To investigate post-treatment circulating tumor cell counts in
patients with neuroendocrine neoplasms (NEN) as a predictive biomarker for
disease progression and overall survival.
Experimental Design: Patients with metastatic NENs commencing therapy
were prospectively recruited (n=138). Blood samples were obtained for
evaluation of circulating tumor cells (CTCs) using the CellSearch™ platform
and for chromogranin A (CgA) at baseline, 3-5 (median 4.3) weeks and 10-15
(median 13.7) weeks after commencing therapy. Radiological response and
overall survival (OS) data were collected.
Results: There was a significant association between first post-treatment CTC
count and progressive disease (PD) (P<0.001). Only 8% of patients with a
favorable ‘CTC response’ (0 CTCs at baseline and 0 at first post-treatment
time-point; or ≥50% reduction from baseline) had PD compared with 60% in
the unfavorable group (<50% reduction or increase). Changes in CTCs were
strongly associated with OS (P<0.001), the best prognostic group being
patients with 0 CTCs before and after therapy; followed by those with ≥50%
reduction in CTCs (Hazard Ratio HR 3.31); with those with a <50% reduction
or increase in CTCs (HR 5.07) having the worst outcome. In multivariate
analysis, changes in CTCs had the strongest association with OS (HR 4.13,
P=0.0002). Changes in CgA were not significantly associated with survival.
Conclusion: Changes in CTCs are associated with response to treatment and
overall survival in metastatic NENs suggesting CTCs may be useful as
surrogate markers to direct clinical decision-making.
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Introduction Neuroendocrine neoplasms (NENs) are heterogeneous with respect to clinical
behavior, prognosis and response to therapy.[1] Additionally, for metastatic
disease, there are an increasing number of therapeutic options available
including somatostatin analogues[2 3], chemotherapy[4], sunitinib[5],
everolimus[6], peptide receptor radionuclide therapy and loco-regional therapy.
Whilst guidelines have been developed to direct clinical management[7-9],
there is a clear need for more evidence to support clinical decision making
and, in the absence of robust predictive or response biomarkers, treatment
selection and sequencing represents a significant challenge. The need for
validated surrogate biomarkers for survival is particularly pressing in this
tumor group since survival is often very prolonged. In recent trials objective
response rates have been low and benefits in progression free survival (PFS)
have not translated into clear increases in overall survival[2 3 5 6].
The most widely used circulating biomarker, chromogranin A (CgA), has not
been convincingly validated as a surrogate biomarker for overall survival in
response to therapy. Changes in serum CgA and neurone-specific enolase
(NSE) have been found to correlate with PFS and radiological response in the
RADIANT-1 prospective clinical trial evaluating everolimus in pancreatic
NENs.[10] However, these were subgroup analyses and were not confirmed in
the PROMID study where changes in CgA did not reflect response or time-to-
progression with Octreotide LAR.[2]
In other tumor types, circulating tumor cells (CTCs) have been shown to
predict clinical outcome at an early time point following treatment. Using the
CellSearch™ platform, prospective studies in patients with metastatic breast,
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CTCs associated with response and survival in NENs
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colon, prostate and lung cancer have demonstrated that the persistence of
CTC levels above a predefined prognostic threshold was associated with an
adverse outcome[11-16]. We have previously demonstrated that CTCs are
detectable in the blood of patients with metastatic NEN and that their
presence is of prognostic significance in terms of disease progression and
overall survival (OS)[17 18]. However, the relevance of post-treatment CTC
levels has not been evaluated in NEN and our aim in this study was to explore
the relationship between CTC response to treatment and clinical outcomes
including overall survival.
Materials and Methods
This was a single-institution study conducted at the Royal Free Hospital,
London, United Kingdom and was approved by the local ethics committee
(East London & The City REC Alpha 09/H0704/44). Eligible participants were
≥18 years old with metastatic disease, had histologically proven NEN and
were scheduled to embark on a new NEN-specific therapy. Patients were
required to have measurable disease according to RECIST 1·1.[19] Patients
who had undergone systemic anticancer therapy or embolization within the
previous four months were excluded since recent treatment has been shown
to affect CTC count in other tumors.[14 20] Patients receiving concomitant long-
term somatostatin analogues were permitted. All patients provided written
informed consent prior to entering the study.
All patients had blood samples taken at baseline (within four weeks prior to
commencing treatment) for CTC enumeration and plasma CgA. Further
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CTCs associated with response and survival in NENs
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samples were taken at 3-5 weeks (first post-treatment sample: PT1) and at
10-15 weeks (second post-treatment sample: PT2) after commencing
treatment. CTC enumeration was performed at the UCL ECMC GCLP Facility
(UCL Cancer Institute) using the FDA approved CellSearch™ system
(Janssen Diagnostics) as described previously.[21] Blood samples were
collected in 10-mL CellSave tubes, maintained at room temperature and
analyzed within 96 hours according to manufacturer instructions. All
evaluations were performed without knowledge of the clinical status of the
patients by two independent operators (M.S.K., T.T. or H.L.). Technical details
of the CellSearch™ platform including accuracy, precision, and reproducibility,
have been described elsewhere.[21] Previously, using a training and validation
dataset in NEN patients, we have validated a prognostic cutoff of one with
respect to the number of CTCs detected.[18]
Data were collected on primary site, previous treatments, Eastern
Cooperative Oncology Group performance status, and grade of tumor based
on Ki-67 proliferation index according to European Neuroendocrine Tumour
Society (ENETS) Guidelines.[7 8] Baseline assessments included hepatic
tumor burden from four to six slices of a computed tomography/magnetic
resonance imaging scan, selected at the level of greatest disease, and
categorized as: ≤25%; 25 to ≤50%; 50% to ≤75%; or ≥75%; based on the
relative area of tumor to normal liver. CgA was evaluated on plasma samples
at baseline and 3-5 weeks after commencement of treatment using an in-
house standardized laboratory assay.
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Analysis was performed using SPSS for Windows (SPSS, Chicago, IL), Stata
version 12.1 (StataCorp, Texas) and GraphPad Prism (GraphPad Software,
San Diego, CA), where P values <0·05 were considered significant. Since
CgA was not normally distributed (even when transformed onto a logarithmic
scale), this was analyzed in two groups: > and ≤ 2X the upper limit of normal
(ULN; 120 pmol/L), consistent with previous studies.[10] Due to small numbers
in subgroups, burden groups 25≤50%, 50≤75% and >75% were combined for
multivariate analysis. Similarly, performance status groups 2, 3, and 4 were
combined. Age was analyzed as a continuous variable, and hazard ratios
(HRs) are presented for an increase in 10-years.
Response to treatment was assessed by RECIST 1.1 by an independent
radiologist blind to study on a post-treatment scan (CT or MRI) at intervals of
between 3-6 months after therapy (see online Table S1). Association between
changes in CTCs or CgA and radiological response were analyzed by χ2 (or
Fisher’s) test. OS was estimated using Kaplan-Meier methods from
commencement of treatment to date of death resulting from NEN, or to date of
last follow-up. Information regarding death was sought by the investigators.
Survival curves were compared using log-rank testing. Cox proportional
hazards regression analysis was used to obtain univariate hazard ratios [22] for
OS. The associations between baseline and post-treatment CTCs and OS
were evaluated by different analytical methods: presence and absence of
CTCs as described previously[23], and changes in CTCs. Factors found to be
significant on univariate analysis were included in multivariate analysis in
addition to age.
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CTCs associated with response and survival in NENs
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Results
One-hundred and thirty-eight patients with metastatic NEN were recruited
between August 2009 and August 2011. Baseline characteristics are shown in
Table 1 and treatments were prescribed as clinically indicated. The most
commonly used treatments were somatostatin analogues (SST) (34),
chemotherapy (29), PRRT (40) and TAE (18) (see online Table S1). All
patients had liver metastases and mid-gut NENs represented the largest
subgroup (59%). The majority (81%) had grade 1 or 2 tumors and 97% had a
performance status of <2. Overall, 51% had received previous anti-cancer
therapy and 41% were receiving long-term SST. Patients had been diagnosed
a median of 26 months (range 1 to 149 months) before recruitment. The
median follow-up was 33 months (range, 1 to 58 months) and 70 (51%)
patients had met the survival endpoint of death at the time of analysis.
Baseline blood samples were taken for CTC analysis in all cases, and 60% of
patients had at least one CTC detected. PT1 samples were taken in 118
patients (86%) at the first time-point (3-5 weeks after commencing treatment,
median 4.3 weeks), and in 92 patients (67%) at the PT2 time-point (10-15
weeks, median 13.7 weeks). Reasons for missing post-treatment samples
included death or inability to return to hospital at the appropriate time-point.
Association between CTCs with radiological response
Initially, we investigated the ability of PT1 CTC counts to predict radiological
response to therapy, evaluated in 112 cases. Cases were divided into tertiles
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CTCs associated with response and survival in NENs
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based on CTC count (0, 1-8, >8). There was a significant association between
the PT1 CTC count and PD (Table 2). Only 4% of those with no CTCs at PT1
progressed as compared with 65% of those with CTC count >8. In addition,
we examined the association of dynamic changes in CTC with response by
comparing the PT1 CTC count with the baseline count. Patients were divided
into three groups; Group A: zero CTCs at baseline and zero CTCs at PT1,
Group B: a reduction of 50% or more from baseline CTC, Group C: all other
changes in CTCs including a reduction of less than 50% or any increase. Only
8% (5/60) of patients with a favorable CTC change (group A or B) had
progressive disease compared with 60% (24/40) in group C, suggesting that
dynamic change in CTC count in response to therapy is strongly associated
with radiological response to therapy (P<0.001) (Table 2).
A similar analysis was performed with CgA using a threshold of 120 pmol/L for
static measurements. For dynamic change we divided the population into
tertiles giving rise to the groups 1, 2 and 3 as shown in Table 2. In contrast to
our findings with CTC enumeration, we did not identify any association
between CgA as a static or dynamic marker and radiological response.
Association between CTCs and overall survival
We have previously shown that CTC count is prognostic for survival and
confirm here, that with prolonged follow-up, there remains a highly significant
difference in overall survival between those with, and those without, baseline
CTCs; HR 3.88, 95% CI: 2.15-7.00, P<0.001) (Figure 1A). Therefore the
baseline CTC count needed to be considered a potential cofounder when
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assessing the prognostic implications of the post-treatment CTC counts. To
account for this, the effect of number of baseline CTCs (not just as a
dichotomous variable) was further investigated. Cases were divided into
tertiles based on baseline CTC count and the PT1 CTC count (0, 1-8, >8).
Using Cox proportional hazards regression, the effect of baseline and,
separately, PT1 CTC counts, on overall survival was evaluated by univariate
analyses. Then the effect of PT1, adjusted for the baseline CTC, was
analyzed by including both variables in the model (Table 3). Post-treatment
CTC counts were strongly associated with overall survival and, after
correction for baseline counts, the PT1 count showed some association with
survival although did not quite reach statistical significance (P=0.06). Kaplan-
Meier survival curves for baseline and PT1 CTC counts are shown in online
Figure S1A and B. A PT1 CTC count of >8 was associated with a median OS
of 10.7 months (HR 5.13, 95% CI: 2.70-9.74) while a CTC count of 1-8 was
associated with a median OS of 31.2 months (HR 3.08, 95% CI: 2.70-9.74)
and the median OS for those with 0 CTCs (reference group) was not reached
at 54 months). Similarly for the PT2 CTC count; a CTC count of >8 was
associated with an OS of 13.3 months (HR 4.23, 95% CI: 2.19-8.18) while a
CTC count of 1-8 was associated with an OS of 21.5 months (HR 2.49, 95%
CI: 1.20-5.16) and the median OS for those with 0 CTCs (reference group)
was 49.1 months.
The association of CgA with overall survival was also investigated and, while
baseline levels did not reach significance at the threshold of 120pmol/L, the
uncorrected post-treatment levels were significant (P=0.023) but lost
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CTCs associated with response and survival in NENs
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significance after correction for baseline (Table 3). Kaplan-Meier survival
curves for baseline and post-treatment CgA are shown in online Figure S1 C
and D
Dynamic changes in CTCs from baseline to PT1 and PT2 were also analyzed
in the groups based on percentage change at first post-treatment sample from
baseline CTC as described above (group A, B and C). Using Cox-proportional
hazards regression, the effect of changes in CTCs on survival were analyzed
(Table 4 and Figure 1B). Changes in CTC count at PT1 were strongly
associated with OS (P<0.001) with the best outcome observed in group A
(median OS not reached at 54 months, reference group) followed by group B:
(median OS 35.5 months, HR 3.31, 95% CI: 1.50–7.32) and the worst
outcome in group C (median OS 21.5 months, HR 5.07, 95% CI: 2.48–10.38).
When looking at the PT2 (10-15 weeks), only 10 patients changed groups. All
the patients in group A at first post-treatment time-point remained in group A;
one patient went from group C to group A; 5 went from group C to group B; 4
went from group B to group C. Therefore, it was not surprising to see a similar
associations with these groups and OS (Table 4 and Figure 1C).
Change from baseline CTCs at PT1, grade, tumour burden and age were put
into a multivariate model; backwards selection (with a cut off for inclusion of
p=0.1) was used and only the change from baseline CTCs and grade
remained significant as independent prognostic factors (Table 5). This was a
similar finding when analyzing the PT2, but with age remaining in the model,
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although not significant. Change in CTCs had the strongest association with
OS in terms of HR (P=0.0002).
We also evaluated dynamic changes in CgA but found no association
between changes in CgA and overall survival (online Table S2 and Figure
1D).
Discussion The increasing number of therapeutic options available for patients with NEN
has not been matched with development of robust predictive markers to aid
treatment selection and sequencing. Ki67 has been proposed as a marker to
select patients for cytotoxic chemotherapy[24] and there is some evidence
demonstrating response rate increases with tumor Ki67 index[25 26]. However,
overall, higher Ki67 is an adverse prognostic factor and this underlines the
importance of distinguishing between markers that are predictive of response
to therapy and those that are prognostic alone. For sunitinib and everolimus
which have been recently approved for the treatment of pancreatic NENs,
there are no predictive biomarkers available. In the absence of predictive
biomarkers that can be used to select therapy, a biomarker that provides an
early indicator of radiological response and long term benefit would potentially
be valuable, allowing the early discontinuation of toxic, ineffective and
expensive therapy in place of alternative approaches. To demonstrate that the
marker predicts treatment benefit, it is required to show that an early
treatment induced change in the marker impacts on clinically relevant
outcomes such as tumor progression and overall survival. For NENs, this type
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CTCs associated with response and survival in NENs
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of biomarker would be particularly appealing since the response to treatment
can be delayed and survival prolonged.
In this study we have evaluated CTCs as both static and dynamic markers
before and after therapy, and their association with disease progression and
overall survival. First, with long follow-up and a robust survival endpoint, we
confirm our previous findings that CTC presence is highly prognostic for
overall survival. Second, we show that there is a strong association between
both radiological progression and overall survival, and CTC count at 3-5
weeks post-therapy. Third, we show that those who maintain undetectable
CTCs post-therapy or have a ≥ 50% fall have a much reduced chance of
progression and superior survival compared with those that have a <50% fall
or a rise in CTC count. Moreover, these dynamic changes in CTC counts are
associated with overall survival that is independent of tumor grade. In this
study we also compared early and late post-treatment points but there did not
seem to be a clear advantage of the later time point and this is consistent with
similar studies in prostate and colorectal cancer. Overall, our findings suggest
that the measurement of CTCs at a very early time point following therapy can
provide evidence of treatment benefit in terms of both radiological progression
and survival.
Other studies in epithelial tumors have demonstrated the predictive value of
post-treatment CTC measurements but have applied a single threshold for
favorable and unfavorable response[11 13 27]. We believe that both dynamic and
static assessment of CTCs provide relevant information. Our method of
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CTCs associated with response and survival in NENs
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analyzing percentage changes in CTCs following treatment avoids the
potential for small changes in CTC number to move patients across
prognostic thresholds and also avoids ignoring major changes in CTC number
which do not cross a threshold[28].
Whether the prognosis in the poor outcome group could be improved by early
switching to an alternative therapy remains a key question which would
require prospective evaluation in a randomized trial. Such a study has
recently been reported in advanced breast cancer in which the patients with
persistently elevated CTCs after the first cycle of chemotherapy were
randomized to continue with the same regimen or switch to a second line
regimen[29]. This strategy failed to improve OS in the group that switched, but
it remains unclear if this was due to the lack of clinical activity of the second
line therapy in a group with inherently poor outlook and chemo-refractory
disease. Having effective alternative therapy is therefore essential for this
strategy to succeed and we will obtain some evidence for this in the ongoing
SEQTOR trial (NCT02246127) which will compare everolimus and
chemotherapy sequencing in pancreatic NENs.
Although our study is the first to prospectively address dynamic CTC changes
in response to therapy in patients with NEN, it does have some limitations.
First, this was a single center study and second, the population was
heterogeneous with respect to primary site and therapy. Both of these issues
are addressed in the ongoing CALM-NET study (NCT02075606) evaluating
the role of CTCs as a dynamic biomarker in mid-gut NENs treated with
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Somatuline Autogel and by the incorporation of CTC analysis into the
SEQTOR trial.
In summary, we demonstrate that early post-treatment CTC change is
associated with radiological response and survival presenting an opportunity
to explore biomarker-led sequencing studies in patients with NEN.
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CTCs associated with response and survival in NENs
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Author Contribution
Conception and design: Mohid S Khan, Amy A Kirkwood, John Hartley, Martyn Caplin, Tim Meyer
Administrative support: Mohid S Khan, Martyn Caplin, Tim Meyer
Provision of study materials or patients: Mohid S Khan, John Hartley, Martyn Caplin, Tim Meyer
Collection and assembly of data: Mohid S Khan, Theodora Tsigani, Helen Lowe, Amy A Kirkwood, R Goldstein
Data analysis and interpretation: Mohid S Khan, Theodora Tsigani, Helen Lowe, Amy A Kirkwood, R Goldstein,
Tim Meyer
Manuscript writing: Mohid S Khan, Amy A Kirkwood, Martyn Caplin, Tim Meyer
Final approval of manuscript: Mohid S Khan, Theodora Tsigani, Helen Lowe, Amy A Kirkwood, R Goldstein,
John Hartley, Martyn Caplin, Tim Meyer
Acknowledgement We thank the National Institute of Health Research (NIHR), Experimental
Cancer Medicine Centre Network (ECMC) for their financial support. TM is
partly funded by UCLH/UCL Department of Health's NIHR Biomedical
Research Centers funding scheme.
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CTCs associated with response and survival in NENs
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Table 1 Demographic and Clinical Characteristics of Patients with NENs. ECOG PS, Eastern Cooperative Oncology Group performance status; SST, somatostatin analogue therapy; TAE, transarterial embolization; PRRT, peptide receptor radionuclide therapy
Primary Site
Pancreatic Midgut Broncho-pulmonary
Unknown Primary
Hindgut Total
No of patients 31 81 12 11 3 138 Age, years Median Range
51·5 (23-72)
63 (34-85)
50·5 (30-77)
63 (31-78)
74 (43-75)
60 (23-85)
Sex Male Female
20 11
47 34
4 8
4 7
1 2
76 62
Grade 1 2 3
9 7 15
48 28 5
4 6 2
2 6 3
0 2 1
63 49 26
Burden of Liver metastases, % ≤ 25 25 to ≤ 50 50 to ≤ 75 > 75
10 13 3 5
35 30 11 5
7 3 2 0
4 4 2 1
1 0 1 1
57 50 19 12
Duration of diagnosis, months Median Range
33 (1-145)
30 (1-149)
20 (9-116)
15 (1-67)
18 (5-22)
26 (1-149)
ECOG PS 0 1 2 3 4
22 9 0 0 0
49 28 3 0 1
8 4 0 0 0
6 5 0 0 0
1 2 0 0 0
86 48 3 0 1
Previous treatment Resection of primary SST Chemotherapy TAE PRRT Interferon Liver resection
15 8 14 2 10 3 6
43 43 9 13 4 2 8
5 3 3 0 0 0 0
0 2 6 2 1 0 0
1 1 1 0 0 0 0
64 57 33 17 15 5 14
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Table 2 Association between changes in CTCs and CgA and response to therapy. astable disease or partial response Disease
Controla Disease
Progression 1st Post-treatment CTC
0 1-8 >8
47/49 15/25 9/26
2/49
10/25 17/26
P<0.001
Changes in CTCs Group A 0-0 CTCs Group B ≥50% reduction Group C All others
35/36 20/24 16/40
1/36 4/24
24/40
P<0.001
1st Post-treatment CgA CgA≤120 CgA>120
24/35 44/59
11/35 15/59
P=0.53
Changes in CgA Group 1 >27% reduction Group 2 ≤27% reduction or <12% increase Group 3 ≥12% increase
19/29 24/32
24/32
10/29 8/32
8/32
P=0.61
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Table 3 Effect of baseline and first post-treatment time-point CTC and CgA on OS aadjusted for baseline CTC count badjusted for baseline CgA
CgA Baseline ≤120
>120 1.00
1.49 (0.89-2.50) 0.13 21/48
49/90
CgA Post treatment
≤120 >120
1.00 1.99 (1.09-3.63)
0.023 14/38 44/69
CgA Post treatmentb
≤120 >120
1.00 01.90 (0.96-3.77)
0.06 14/38 44/69
OS HR (95% CI) p-value Events/n CTC Baseline 0 1.00 <0.001 14/55 1-8 2.91 (1.51-5.61) 25/42 >8 5.38 (2.84-10.18) 31/41 CTC Post treatment
0 1.00 <0.001 17/58 1-8 3.08 (1.59-5.96) 19/30 >8 5.13 (2.70-9.74) 23/30 CTC Post treatmenta
0 1.00 0.06 17/58 1-8 2.18 (0.95-4.98) 19/30 >8 2.93 (1.16-7.40) 23/30
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Table 4 Effect on overall survival of changes in CTCs after treatment with groups according to percentage change of first post-treatment sample time-point (3-5 weeks, median 4.3) from baseline CTC count and of second post-treatment sample time-point (10-15 weeks, median 13.7)
1st Post-treatment time-point 2nd Post-treatment time-pointGroup Events/n OS HR(95% CI) p-value Events/n OS HR(95% CI) p-value A: Zero CTCs at baseline and time point 1 10/43 1.00 <0.001 8/33 1.00 <0.001 B: A reduction of 50% or more 16/28 3.31 (1.50 – 7.32) 16/26 3.53 (1.50 – 8.28) C: All others 33/47 5.07 (2.48 – 10.38) 25/33 5.57 (2.49 – 12.43)
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Table 5 Multivariate Cox regression analysis to evaluate effect of prognostic factors on overall survival (OS). Change from baseline CTCs, grade, tumour burden and age were put into a multivariate model, backwards selection was used and only the change from baseline CTCs and grade (and age when analyzing the 2nd post-treatment time-point) remained in the model with change in CTCs the strongest predictor of OS OS HR (95% CI) P-value Events/n Analysis with 1st post-treatment time-point
Change from baseline (CTCs) Zero CTCs at baseline and post-treatment A reduction of 50% or more All others
1.00
2.92 (1.30-6.55) 4.13 (1.98- 8.63)
0.0002
10/43 16/28 33/47
Grade 1 2 3
1.00
0.85 (0.45-1.61) 2.63 (1.38-5.02)
0.0046
23/56 18/40 18/23
Analysis with 2nd post-treatment time-point
Change from baseline (CTCs) Zero CTCs at baseline and post-treatment A reduction of 50% or more All others
1.00
3.13 (1.37-7.42) 4.85 (2.12-11.07)
0.0002
8/31 16/26 25/33
Grade 1 2 3
1.00
0.95 (0.48-1.89) 4.36 (1.94-9.80)
0.0017
20/44 16/32 13/16
Age (for an increase of 10 years) 1.27 (0.98-1.65) 0.074 49/92
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CTCs associated with response and survival in NENs
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Figure 1 Kaplan-Meier survival curves demonstrating (A) effect of presence of baseline CTCs on overall survival OS; (B) OS dependent on changes in CTCs at first post-treatment time-point (3-5 weeks) compared to baseline CTC in groups (Group A: 0 CTCs at baseline and 0 CTCs post-treatment; Group B: ≥50% reduction in CTCs; Group C: all others) (C) OS dependent on changes in CTCs at second post-treatment time-point (10-15 weeks) compared to baseline CTC in groups (Group A: 0 CTCs at baseline and 0 CTCs post-treatment; Group B: ≥50% reduction in CTCs; Group C: all others) (D) OS dependent on changes in CgA at first post-treatment time-point (Group 1: >27% reduction; Group 2: ≤27% reduction or <12% increase; Group 3: ≥12% increase)
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Published OnlineFirst July 21, 2015.Clin Cancer Res Mohid S Khan, Amy A Kirkwood, Theodora Tsigani, et al. neuroendocrine neoplasmsresponse and survival following treatment of metastatic Early changes in circulating tumor cells are associated with
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