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SERUM BIOMARKERS FACILITATE THE RECOGNITION OF EARLY
STAGE CANCER AND MAY GUIDE THE SELECTION OF SURGICAL CANDIDATES: a study of
Carcinoembryonic Antigen (CEA) and Tissue Polypeptide Antigen (TPA) in operable patients
with Non-Small Cell Lung Cancer (NSCLC).
Running title: CEA and TPA in the pre-operative evaluation of NSCLC
From the Cuneo Lung Cancer Study Group at the "S. Croce e Carle" Hospital,
Cuneo I-12100, Italy
Authors:
- Gianfranco Buccheri, M.D.
Divisione di Pneumologia , Ospedale "S. Croce e Carle" , Cuneo, I-12100, Italy,
Tel. 0039.0171.441733, Fax. 0039.0171.441764, e-mail: buccheri@culcasg.org
- Domenico Ferrigno, M.D.
Corresponding author: Gianfranco Buccheri, M.D.
Key words:
Lung neoplasm, non-small cell lung cancer, neoplasm staging, classification,
carcinoembryonic antigen, tissue polypeptide antigen, tumor markers
Acknowledgments:
The authors thank Lorena Gribaudo and Anna Merlo, nurses of their outpatients' unit,
for the invaluable help and support.
- ABSTRACT
Study Objectives: Copious literature shows that in lung
cancer many serum markers, especially the cytokeratin degradation products, correlate with
the extent of disease. In 1995, we suggested that it should be possible to predict the
resectability of non-small cell lung cancer (NSCLC) by measuring the plasmatic level of
the tissue polypeptide antigen (TPA), a marker of the cytokeratin family. This study was
designed: 1.) To confirm the earlier data in a new prospective evaluation; 2.) To
comparatively assess another classic biomarker (i.e., the carcinoembryonic antigen, CEA);
and 3.) To incorporate their results into the pre-surgical evaluation of NSCLC.
Design: Analysis of a single-institution database over a 5-year period
(1994-1998).
Setting: Community-based Hospital and Second Referral Level Institution for a
province of 500,000 people.
Patients: 124 consecutive patients (105 males), with pathologically documented
lung cancer (50% with adenocarcinoma) accurately staged, clinically judged operable or
potentially operable, and eventually operated upon.
Interventions: Anthropometric, clinical, laboratory data - including the CEA and
TPA serum levels -, and the results of a complex staging work-up were prospectively
recorded. Receiver-operating characteristic (ROC) curves and diagnostic formulas were used
for data analysis.
Measurement and Results: The computed tomography (CT) of thorax, upper abdomen
and brain was the most accurate pre-operative method to assess tumor resectability (ROC
area: 0.76, 95% CI: 0.67-0.86, p=0.000; accuracy rate 77%, CI: 69-84%). TPA was also
predictive for tumor resectability (ROC area: 0.62, 95% CI: 0.51-0.73, p=0.035, accuracy
rate at a threshold level of 110 U/L: 65%, 95% CI: 56-73%). CEA was diagnostic only at the
extreme values of its distribution (accuracy rate at a level up to 10 ng/ml: 69%, 95% CI:
60-77%). The probability of finding a resectable disease at the time of the operation
increased from 78% (baseline CT-based probability) to 83%, when TPA was lower than 90 U/L,
and to 85%, when CEA was below 10 ng/mL. The probability of discovering an advanced
disease increased from 68% (baseline CT-based probability) to 89%, when also TPA resulted
abnormal, and to 100%, when CEA was higher than 10 ng/mL. Conversely, the predictability
of CT was diminished by contrasting biomarkers results, requiring further clinical
investigations.
Conclusions: CT remains the gold standard for the pre-operative evaluation of
NSCLC, although it may significantly underestimate the real tumor extension. The addition
of the easy and inexpensive TPA test (with or without CEA) is capable to correct this
underestimation, and helps to decide whether to completely rely on CT or order additional
clinical investigations.
- ABBREVIATIONS
CT = computed tomography; NSCLC = non-small-cell lung
cancer; CEA = carcinoembryonic antigen; TPA = tissue polypeptide antigen; ROC =
receiver-operating characteristic; CI = 95% confidence interval
- INTRODUCTION
Serum tumor markers are not only of significance to the researcher in
developing theories concerning tumor biology, but also to the clinician in treating
patients with cancer 34. In oncology practice, serum tumor markers may be
helpful in the diagnosis, pathologic classifications, and in the evaluation of stage of
disease and prognosis. When measured serially after a diagnosis is established, they may
aid in assessing the response to treatment, monitoring the spontaneous course of the
illness, and surveilling for tumor recurrences 13.
Lung cancer does not make exception to this rule and the expression of serum
biomarkers, in this particular tumor, is various and abundant 4. Lung tumor
markers fall into several categories including oncofetal proteins, structural proteins,
enzymes, cell membrane components, secreted peptides, hormones, and other tumor-associated
antigens 4. In non-small cell lung cancer (NSCLC), cytokeratin-derived
molecules and the carcinoembryonic antigen (CEA) are probably the most helpful markers and
certainly the most used ones 4; 15; 16.
In 1995, we suggested that it should be possible to predict the resectability of NSCLC
by simply measuring the plasmatic level of tissue polypeptide antigen (TPA), the oldest
marker of the cytokeratin family. We were aware that such evidence was very preliminary
and needed confirmation. However, the possible equivalence of a blind serum test to the
more complex, time-consuming and expensive multiorgan-computed tomography (CT) was a truly
exciting perspective. Given the importance of the issue, we decided to continue the
pre-operative biomarker testing, for a new confirmatory study.
In this report, we describe the Cuneo Lung Cancer Study Groups (CuLCaSG) most
recent experience with CEA and TPA obtained in subjects with potentially resectable NSCLC.
As already mentioned, this study was done mainly to confirm our earlier data. Secondary
aims were: 1.) The comparative assessment of TPA and the "classic"
carcinoembryonic antigen (CEA), and 2.) The incorporation of marker test results into the
conventional pre-surgical evaluation of NSCLC.
PATIENTS AND METHODS
Patients' database and study design
In the fall of 1982, a group of chest physicians decided to devote their professional
activity to the study of lung cancer. The group, who later became known as CuLCaSG, is
still active at the department of Pulmonary Medicine of the "A. Carle" hospital,
in the city of Cuneo, Piedmont, Italy. The former "A. Carle" hospital for chest
diseases merged with the "S. Croce" general hospital and the two hospitals, now
named "S. Croce e Carle," were then designated as Hospitals of National
Importance. They serve the whole Cuneo Province as Second Referral Institution. Among the
prime acts of the CuLCaSG, was the creation of a clinical database for patients with
carcinoma of the lung, effective in January 1983. All lung cancer patients, referred to a
physician of the Group, were managed uniformly. Data regarding 44 variables was collected
for each new patient with a cytologically or pathologically documented diagnosis of lung
cancer 37 and recorded on computer. Such database included anthropometric and
clinical characteristics, routine lab tests and serum tumor markers, TNM descriptors and a
computer-derived stage of disease. Since 1983, TNM definitions have changed radically in
1986 and minimally in 1997, because of two consecutive revisions to the International
Staging System for Lung Cancer (ISSLC) 29; 30. Therefore, to allow for
homogeneous comparisons, we had to review the patients charts and upgrade their TNM
variables. This work was done as soon as the revision of the ISSLC was formalized. Every 4
to 5 years, the structure of the database was modified and upgraded to new software, while
the number of variables progressively increased to hundreds. However, the core variables
of the early database remained unchanged, allowing for careful analyses and time-related
comparisons. In particular, out of 1296 new lung cancer patients seen consecutively during
the years 1983-1998, 1136 underwent a pre-treatment CEA test, while 1115 had a
pre-treatment TPA. A large part of this population has been the object of a number of
prior publications concerning mainly TPA 6; 7; 9-11. Updated descriptive
statistics of the entire population was obtained during the preparation of this article.
It confirmed prior data, showing that both CEA and TPA levels increased significantly (CEA
Rs=0.161, p=0.000; TPA Rs=0.322; p=0.000), paralleling the stage of disease 30.
In the entire sample of the 1115 patients tested, median values of TPA were: 70, 120, 70,
115, 114, 130, and 180 U/L for, respectively, the stages Ia, Ib, IIa, IIb, IIIa, IIIb, and
IV. Corresponding median values for CEA were 2, for the stages Ia-IIa , and 3 for more
advanced stages.
All patients, seen in 1994 and afterwards, were eligible for this study if they had a
pathologic diagnosis of NSCLC 37 and had undergone each of the following: 1.)
Complete and accurate evaluation of disease extent which had indicated an almost certain
or likely tumor resectability; 2.) Pre-treatment CEA and TPA serum tests; 3.) Thoracotomy
made with curative intent, which, at least, had resulted in an accurate mediastinal
exploration and pathological confirmation of the T and N status.
Anthropometric and clinical characteristics of the 124 assessable patients are shown in
Table 1.
CEA and TPA assays
Sera for CEA and TPA were stored at -20° C and assayed three times per
week in the central laboratory of the "S. Croce and Carle" hospital. The
laboratory is located in the "S. Croce" hospital. It receives blood samples from
many medical and surgical wards, including the lung division at the "A. Carle"
hospital. Since we provide no clinical information, biologists have no means of knowing
even the disease for which a particular test is required.
Assays were performed using commercial kits (CEA test, CIS Bio International, France;
Prolifigen R, TPA IRMA, AB Sangtec Medical, Bromma, Sweden), and following the
manufacturer's instruction. Normal reference values for CEA and TPA were up to 5 ng/ml and
90 U/L, respectively.
Computed tomography: technique and reading
All patients included in this report were studied with a CT of thorax,
upper abdomen and brain. Up to October 1998, CT scans were performed on a conventional
scanner (GE 9800, General Electric, Milwaukee, WI, USA); since then, a spiral-CT machine
(CT twin flash, Elscint Ltd., Haifa, Israel) has been used. Ten millimeter-thick sections
of the brain were obtained at 1-cm intervals, during suspended inspiration, from the lung
apices to the upper abdomen. In selected cases, five mm-thick sections at five
mm-intervals were acquired through the region of interest. Iodinated intravenous contrast
(150-c3 bolus, plus 100-c3 in slow infusion) was injected prior to
all studies. Appropriate windows were used for viewing both lungs and soft tissues.
Mediastinal nodes were labeled as abnormal if they were 1.5 cm or larger (transverse
diameter). All CT scans were interpreted with no restriction to the clinical information
available at the time of the exam.
Other staging procedures
Other diagnostic and staging techniques did not vary considerably during
the 5 years of recorded data; furthermore, the frequent coexistence of experimental
protocols, aimed to optimize diagnostic and staging procedures, ensured an overall
accurate clinical assessment. All patients received a technetium-99m methylene
diphosphonate bone scan of the entire body. In addition to this, the baseline clinical
evaluation included also physical examination, routine lab tests, bronchoscopy, and
functional respiratory tests. In half of the sample, the baseline work-up was supplemented
by non-routine imaging studies, such as the anti-CEA monoclonal antibody scintigraphy 5).
Other imaging tests, including x-rays, CT and magnetic resonance imaging of the bones,
ultrasonographic studies of the abdomen, and other organ-specific investigations were
optional, and performed as clinically indicated. Any information obtained in this way was
considered part of the final clinical evaluation. The pre-operative staging evaluation was
particularly reliable in 12 patients (10% of the cohort), who had a pathologic
stage assessment made by mediastinoscopy (11 subjects) or CT-guided biopsy of a suspected
(and unconfirmed) bone metastasis in one case. Since we considered still investigative
both anti-CEA immunoscintigraphy and the marker assay, no clinical decision was made on
the sole basis of their results.
All staging tests were obtained within a 3- to 4-week period and no thoracotomy was
performed later than 30 days after the first physical examination.
Data analysis and statistical considerations
Diagnostic capabilities were calculated for the final clinical
assessment, CT reading, CEA, TPA and a CEA-TPA combined variable (mean of the 2 marker
values expressed in percentage of their reference of, respectively, 5 ng/mL and 90 U/L).
For CEA, TPA and CEA-TPA, one or multiple threshold levels were chosen to describe a
positive or a negative test. In this study, diagnostic capabilities are not intended to
show the presence or absence of disease, but the presence (or absence) of the condition of
full resectability, i.e. the pathological post-operative documentation of a stage Ia
through IIb. Accordingly, a marker level below a given threshold or a CT result suggestive
for stage Ia-IIb was declared true positive (TP) when the actual pathological stage was
Ia-IIb, false positive (FP) when the latter was IIIa or more. Markers over the considered
threshold or more advanced CT-stages were considered true negative (TN) or false negative
(FN), when the corresponding pathological stage was, respectively, IIIa-IV or Ia-IIb.
Statistical analysis was performed using the SPSS package for Windows, Version 9.0
(SPSS Inc., Chicago, IL, USA). Continuous variables were described by medians and ranges
because in many instances, such as in the case of CEA and TPA, their distribution was not
Gaussian 35. Sensitivity, specificity, accuracy rates, along with predictive
positive and negative values, were obtained using standard diagnostic formulas 18.
Diagnostic proportions were given along with their 95% confidence interval (CI) 12.
To compare diagnostic capabilities, we used the receiver-operating characteristic (ROC)
curves 32, whose circumscribed areas (the area under the curve) give an
estimate of the diagnostic efficiency 21. Correlations and differences were
tested for statistical significance using the Spearman rank test and the Kruskall-Wallis
ANOVA 35. A probability (p) level <0.05 was considered statistically
significant. All statistical tests were two-sided.
RESULTS
Descriptive Statistics
Table 1 shows the anthropometric and clinical characteristics of the
patients population, with descriptive statistics of sex, age, history of weight
loss, performance status (Eastern Oncology Group scale 38), CEA and TPA serum
levels. Also reported are tumor cell type, the post-operative pathologic stage of disease,
the correlated parameters of disease extension, the type of surgical treatment, the
survival duration and the patients status at the last follow-up re-assessment. As
per May 1999, 64 out of 124 patients (52%) were still alive after a median follow-up time
of 19 months (range 1-64). Most recruited patients had an early stage of disease and
experienced favorable surgical outcomes. There were 88 completely operable patients
(post-operative stages Ia/Ib/IIa/IIb), another 18 subjects who might have had benefit from
the operation (stage IIIa), and 18 others who had a non-surgical condition (stage
IIIb/IV). This resulted in 104 pulmonary resections and 20 explorative thoracotomies.
Median values (ranges) of CEA and TPA in the post-operative pathologic stage Ia-IIb
were, respectively, 2 (0-60) and 70 (30-360). Corresponding values for the post-operative
stage IIIa-IV were 2.5 (1-22) and 100 (40-790). The correlation between serum levels of
TPA and the pathologic stage of disease was statistically significant (Spearman R=0.3,
p=0.001), while that of CEA did not reach the significance level (Rs=0.162, p=0.072). No
significant difference in the distribution of the serum markers concentration among
different histotypes was also observed (Kruskall-Wallis statistic).
Diagnosis of post-operative pathologic stage, made by means of a
3-organ CT and the best clinical assessment
Table 2 shows a cross-tabulation between the 3-organ CT-stage and the
best clinical assessment, on one side, and the post-operative pathologic stage, on the
other. Based on CT, 105 patients were pre-operatively classified in stage Ia-IIb. Only 88
of them were post-operatively confirmed in stage Ia-IIb; on the contrary, there were 19
cases with CT-diagnosed stage IIIa-IV and 36 truly inoperable patients. This means a
considerable CT underestimation of the real extent of disease, partially corrected by the
completion of the full staging work-up. The final and best clinical assessment, however,
showed no greater diagnostic accuracy, because of an increased overestimation of the real
disease (Table 2).
Diagnosis of resectable disease (post-operative pathologic stages Ia-IIb) made by
3-organ CT findings, CEA and/or TPA serum levels
TPA and CEA differed remarkably in their capability to recognize
early stages of disease. In particular, the diagnosis of post-operative stage Ia-IIb was
only in part correct with TPA and inaccurate with CEA (Fig. 1a-1b). The area under the ROC
curve was 0.621 (p=0.035) for TPA and 0.57 (p=0.201) for CEA (Table 3). For a TPA of 90
U/L or less, the diagnostic sensitivity was 67%, while specificity and accuracy rates
were, respectively, 56% and 64% (Table 4). A normal level of TPA was properly associated
with a resectable disease in 79% of the patients (95% CI: 69-88%), while a higher level
was diagnostic of advanced disease in 41% (95% CI: 27-55%). TPA was capable to diagnose
resectability also when the T or the N factors alone were taken into consideration (Fig.
2a-2b). For a CEA level up to 5 ng/mL, sensitivity, specificity and accuracy rates were,
respectively, 82%, 14% and 62%; while the probability of properly diagnosing a condition
of resectability was 70% (CI: 61-79). The combination of CEA and TPA (CEA-TPA combined
variable) was unable to increase the overall diagnostic accuracy of TPA alone (Table 4).
Stratifying the CT-based stage of disease by marker results (Table 4), it was possible
to recognize two different situations. The first was the presence of concordant findings
(which increased both positive and negative predictive values of CT); the second was the
occurrence of bi-directional discordant data (this lowered CT predictability). The
TPA-stratified CT-stage was the best possible combination of CT and any one single marker
(Table 4). As shown, the presence of a normal TPA level increased the chance, based on CT,
of correctly predicting tumor resectability from 78% (CI: 70-86) to 83% (CI: 74-92). The
opposite situation was associated to a diagnostic improvement of 21%, from the 68% rate of
negative predictability of a sole CT suggesting non-resectability (CI: 48-89) to 89% (CI:
68-109). In the uncertainty area of an abnormal TPA and tumor resectability suggested by
CT (or, conversely, of normal TPA and presence of advanced disease on CT), the CT
diagnosis of resectable disease was correct in about 50-70% of the cases. The combination
of CT, TPA and CEA (CT-stage Ia-IIb, TPA up to 90 U/L, and CEA up to 10 ng/ml) increased
further the likelihood of correctly predicting a resectable disease (85%, CI: 76-94%). On
the other end of the spectrum, a CT-diagnosis of stage IIIa-IV, associated with a CEA
level above 10 ng/ml, was 100% diagnostic of unresectability (or 89% diagnostic in case of
a sole TPA elevation). However, the area of the uncertainty increased from 40% of the
sample (50 patients) to 52% (64 subjects) when two markers, rather than one, were used to
stratify the CT-results (Table 4).
DISCUSSION
This study aimed to assess, in resectable NSCLC, the exact diagnostic
capability of two serum biomarkers, CEA and TPA, which are commonly measured in many
European countries 36, but are still ignored by important medical societies 1;
27. We can summarize our current findings as follows: 1.) The pre-operative
assessment of tumor resectability, based on a CT scan of brain, thorax and upper abdomen,
is acceptably accurate (accuracy rate: 77%); 2.) Its 20-25% margin of error is not
appreciably reduced by the addition of any other pre-operative investigation; 3.) In
patients considered for operation, a blind single serum test of TPA is diagnostic of full
resectability (post-operative stages Ia-IIb) at an overall accuracy rate of 65%; 4.) Very
elevated levels of CEA (above 10 ng/mL) are also capable of recognizing a post-operative
resectable disease (accuracy rate: 69%); 5.) The stratification of CT-readings by TPA
(serum test results up to 90 U/L or more) allowed to individuate a group of 9 patients,
out the 19 supposed inoperable, who had a particularly high risk of unresectable disease
(89%) and another 65, out of the 105 judged operable, whose tumors were more often
resectable (83%). The remaining 50 subjects were left in an area of uncertainty that
required further clinical testing; 6.) In slightly smaller groups, the stratification of
CT data by both CEA (cut-off: 10 ng/ml) and TPA (cut-off: 90 U/L) made it possible to
accurately discriminate between resectability and non-resectability increasing the
negative predictive efficiency to 85-100%.
CEA is an oncofetal protein found normally in the embryonic and fetal gut, produced
sometimes by malignant cells. It was discovered in 1965 by Gold and Freedman in the sera
of subjects with adenocarcinoma of the colon 19. Raised CEA concentrations may
be detected in smokers, in patients with benign tumors, and in 15-20% of subjects with
inflammatory disorders such as ulcerative colitis, pancreatitis, liver disease, and
pulmonary infections 31. In patients affected by lung cancer, abnormally
elevated concentrations of CEA can be found in 30-70% of patients 9; 11; 22; 23; 28.
Raised levels of CEA are particularly common in adenocarcinoma 28; 33; however,
they can be present in any histologic type 22; 23. Studies have shown that
increased concentrations of CEA occur more frequently in advanced cancers 11; 23,
although reported differences are not always statistically significant 9.
Nearly half a century ago, B. Bjö rklund discovered a new
antigen, by mixing many different tumors and producing an immune serum against the mixture
2. He called it TPA. TPA has been subsequently identified as a degradation
product of the cytoskeleton, formed by the cytokeratins 8, 18 and 19 3. The
cytoskeleton is a complex network that influences the dynamic morphology of all eukaryotic
cells in their tissue environment 25. It is composed of microfilaments (7-9.5
nm in diameter), microtubules (25 nm), and intermediate filaments (10-12 nm) 25.
Cytokeratins are the major components of the intermediate filaments 24.
Cytokeratins may be divided into 20 different types, according to molecular weight and
isoelectric point 14. The expression of a single cytokeratin or a combination
of certain cytokeratins is typical of a specific tissue. Elevated serum concentrations of
TPA (i.e., of cytokeratins 8,18,19) have been observed in different types of epithelial
cancers20. In lung cancer, pretreatment levels of TPA are often elevated,
particularly in the later stages of disease 6-11; 17; 26.
As already mentioned, this is not our first attempt to define a clinical strategy
capable of exploiting the well-known correlation between tumor burden and serum marker
concentration. In 1995, in the pages of this journal, we reported a study specifically
designed to investigate the use TPA as a common test of pre-operative assessment 8.
We considered 104 patients with NSCLC, who had undergone either thoracotomy, or
mediastinoscopy, or biopsy of suspected metastatic deposits in addition to an extensive
non-invasive evaluation of the stage of disease. We made several retrospective
evaluations, but the two most pertaining to this study were those regarding TPA and the
readings of a computed tomography of brain, thorax, and upper abdomen. Among the 20
threshold values considered, ranging from 45 U/L to 450 U/L, we identified two thresholds
for detecting the post-operative stage of disease with the highest rate of success. Then,
based on the pathologic reference, we determined the sensitivity, specificity, accuracy,
and predictive capabilities of both CT and TPA at the thresholds of 110 U/L, and 160 U/L.
It was found that CT and TPA had a diagnostic accuracy of, respectively, 79%, and 68% for
stage I and II; 69%, and 77% for stage IIIa; 77%, and 76% for stage IIIb and IV (1987 UICC
classification). Impressed by those results we postulated the equivalence of TPA and CT in
predicting surgical resectability. This study starts from that premise, but limits the
focus to what we think the most clinically important information. Is the patient under
assessment a surgical candidate or is he partially or completely inoperable? In other
words, can we make a pre-operative diagnosis of post-operative pathologic stage Ia-IIb
using a blind serum test? Based on the previous experience, the answer to that particular
question is the least successful clinical application of TPA. In fact, CT was favored
again, showing a 12% accuracy advantage over TPA (11% in the 1995 study). However, we felt
it important to give priority to the clinical question, even if this would have implied a
minor diagnostic capability of the marker test. Given this for granted, what are the
answers to the posed questions? First, we obtained the confirmation we were looking for
(the TPA predictability for full resectability was 65%, as compared to the previous one of
68%). Second, it was shown that CEA is a weak test "to mark" the burden of
NSCLC, and that TPA is globally superior. However, using a cut-off level of 10 ng/mL, this
classic biomarker also becomes useful and its diagnostic yield approaches that of TPA.
Finally, the incorporation into the conventional pre-surgical evaluation of NSCLC of one
or two inexpensive serum tests (i.e., TPA with or without CEA) helps to decide whether to
rely on CT alone or to order additional clinical investigations.
CONCLUSIONS
Evidence from this study suggests obtaining a routine TPA test (and
possibly a CEA test) in all potentially operable patients with NSCLC. Computed tomography
remains the gold standard for the pre-operative evaluation of NSCLC. However, it may
significantly underestimate the real extension of tumor. The TPA test is capable to
correct such an underestimation, and helps to decide the next steps. We believe that a
3-organ CT, showing a resectable tumor (stages Ia-IIb) and a TPA level up to 90 U/L in an
asymptomatic subject are clear indication to proceed straight to the operation. On the
other hand, a higher TPA value (or a very high level of CEA), that is associated to CT
findings of non-resectability (stages IIIa-IV), virtually eliminates any surgical
approach. In case of conflicting data, the patient is still a surgical candidate, but an
intensification of the pre-operative evaluation is mandatory. This could be obtained by
ordering a bone scan or performing a mediastinoscopy, even in the absence of symptoms and
signs.
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Tab. 1 |
Anthropometric
and clinical characteristics of the study population |
| |
CHARACTERISTIC |
Median |
Range |
Frequency |
Percent Frequency |
Sex (male/female) |
|
|
105/19 |
84.7/15.3% |
Age (years) |
64 |
38 - 77 |
|
|
Weight Loss (n/y) ° |
|
|
79/45 |
63.7/36.3% |
ECOG Performance Status
(0/1/2) |
|
|
35/73/16 |
28.2/58.9/12.9% |
CEA: serum levels (ng/ml),
no. abnormal |
2 |
0 - 60 |
21 |
16,9% |
TPA: serum levels (U/L),
no. abnormal |
80 |
30 - 790 |
49 |
39,5% |
Tumor cell type (A/S/L/M) |
|
|
62/49/11/2 |
50/39.5/8.9/1.6% |
Pathological Stage of
Disease (Ia/Ib/IIa/IIb/IIIa/IIIb/IV) § |
|
|
28/42/5/13/18/15/3 |
22.6/33.9/4/10.5/14.5/12.1/2.4% |
T factor (1/2/3/4) |
|
|
35/59/14/16 |
28.2/47.6/11.3/12.9% |
N factor (0/1/2) |
|
|
82/22/20 |
66.1/17.7/16.1% |
M factor (0/1) |
|
|
120/4 |
96.8/3.2% |
Type of operation (ET - SE
- LO - BI - PN) |
|
|
20/5/69/6/24 |
16.1/4/55.6/4.8/19.4% |
Post-surgical follow-up
time (months) |
19,2 |
1 - 64 |
|
|
Status (alive/dead) |
|
|
64/60 |
51.6/48.4% |
° in the six months
preceding the operation |
|
|
|
|
§ 1997 Stage
Classification |
|
|
|
|
Abbreviations:
ECOG=Eastern Cooperative Oncology Group, CEA=carcinoembryonic antigen, TPA=tissue
polypeptide antigen, A=adenocarcinoma, S=squamous cell carcinoma, L=large cell carcinoma,
M=mixed histology, ET=exploratory thoracotomy; SE=segmentectomy; LO=lobectomy;
BI=bilobectomy;PN=pneumonectomy |
Tab. 2 |
| Cross-tabulation between major pre-operative
estimates and pathological findings |
| |
1997 pathological
stage |
| 1997 CT stage |
Ia |
Ib |
IIa |
IIb |
IIIa |
IIIb |
IV |
TOTAL |
Ia |
21 |
9 |
1 |
|
3 |
1 |
|
35 |
Ib |
5 |
25 |
2 |
6 |
4 |
4 |
|
46 |
IIa |
1 |
2 |
|
1 |
|
|
|
4 |
IIb |
|
4 |
2 |
3 |
4 |
6 |
1 |
20 |
IIIa |
|
1 |
|
3 |
7 |
3 |
|
14 |
IIIb |
1 |
|
|
|
|
1 |
|
2 |
IV |
|
1 |
|
|
|
|
2 |
3 |
TOTAL |
28 |
42 |
5 |
13 |
18 |
15 |
3 |
124 |
| |
Clinical Judgement
* |
| |
69 |
10 |
YES |
24 |
34 |
5 |
6 |
5 |
5 |
|
79 |
NO |
4 |
8 |
0 |
7 |
13 |
10 |
3 |
45 |
| |
19 |
26 |
* based on a
final clinical evaluation including medical history, physical examination, bronchoscopy,
the 3-organ CT scan, and any other test as clinically indicated. Abbreviations: CT=
computed tomography. |
Tab. 3 |
Tumor
Resectability °: ROC analysis |
| |
All patients (no.=124) |
AUC |
95% CI |
p- value |
|
CT # |
0,763 |
0.666-0.861 |
0,000 |
|
TPA (U/L) |
0,621 |
0.511-0.732 |
0,035 |
(Fig. 1a) |
Average of CEA and TPA * |
0,616 |
0.507-0.725 |
0,043 |
|
CEA (ng/ml) |
0,573 |
0.467-0.680 |
0,201 |
(Fig. 1b) |
° Diagnosis of
post-operative stage Ia-IIb (pathologically confirmed). # Computed tomogrophy of the
thorax, upper abdomen and brain. * values of TPA and CEA are expressed in percent of their
reference values (90 U/L and 5 ng/mL, respectively), summed up and divided by two. Abbreviations:
AUC: Area under the curve, ROC: receiver-operating characteristic, CI: confidence
interval, CT: computed tomography, TPA: tissue polypeptide antigen, CEA: carcinoembryonic
antigen. |
Tab. 4 |
Tumor
Resectability °: Diagnostic Formulas |
| |
| Univariate evaluations: |
TP |
TN |
FP |
FN |
total |
SE |
SE (CI) |
SP |
SP (CI) |
AC |
AC (CI) |
PPV |
NPV |
CT # |
82 |
13 |
23 |
6 |
124 |
93% |
88% |
98% |
36% |
20% |
52% |
77% |
69% |
84% |
78% |
68% |
Final clinical
assessment § |
69 |
26 |
10 |
19 |
124 |
78% |
70% |
87% |
72% |
58% |
87% |
77% |
69% |
84% |
87% |
58% |
TPA (up 80 U/L, median) |
50 |
21 |
15 |
38 |
124 |
57% |
46% |
67% |
58% |
42% |
74% |
57% |
49% |
66% |
77% |
36% |
TPA (up 90 U/L, RF) |
59 |
20 |
16 |
29 |
124 |
67% |
57% |
77% |
56% |
39% |
72% |
64% |
55% |
72% |
79% |
41% |
TPA (up 110 U/L) |
67 |
13 |
23 |
21 |
124 |
76% |
67% |
85% |
36% |
20% |
52% |
65% |
56% |
73% |
74% |
38% |
CEA (up to 2 ng/mL,
median) |
58 |
18 |
18 |
30 |
124 |
66% |
56% |
76% |
50% |
34% |
66% |
61% |
53% |
70% |
76% |
38% |
CEA (up to 5 ng/mL, RF) |
72 |
5 |
31 |
16 |
124 |
82% |
74% |
90% |
14% |
3% |
25% |
62% |
54% |
71% |
70% |
24% |
CEA (up to 10 ng/mL) |
81 |
4 |
32 |
7 |
124 |
92% |
86% |
98% |
11% |
1% |
21% |
69% |
60% |
77% |
72% |
36% |
Average of CEA and TPA * |
61 |
16 |
20 |
27 |
124 |
69% |
60% |
79% |
44% |
28% |
61% |
62% |
54% |
71% |
75% |
37% |
| CT evaluations stratified by: |
TP |
TN |
FP |
FN |
total |
SE |
SE (CI) |
SP |
SP (CI) |
AC |
AC (CI) |
PPV |
NPV |
TPA (<= 90) |
54 |
5 |
11 |
5 |
75 |
92% |
84% |
99% |
31% |
9% |
54% |
79% |
69% |
88% |
83% |
50% |
TPA ( > 90) |
28 |
8 |
12 |
1 | |