Literature DB >> 28570648

Performance of 18F-fluorodesoxyglucose positron-emission tomography combined with low-dose computed tomography for cancer screening in patients with unprovoked venous thromboembolism.

Philippe Robin1, Pierre-Yves Le Roux1, Karine Lacut2, Benjamin Planquette3, Nathalie Prévot-Bitot4, Christian Lavigne5, Jean Pastre3, Adel Merah6, Grégoire Le Gal7, Pierre-Yves Salaun1.   

Abstract

PURPOSE: Small series have suggested that Fluorodesoxyglucose Positron-Emission-Tomography with Computed-Tomography (FDG-PET/CT) is feasible to screen for cancer in patients with unprovoked venous thromboembolism (VTE), but without validation in a large population. The aim was to assess diagnostic accuracy indices of FDG-PET/CT for occult cancer diagnosis in patients with unprovoked VTE.
MATERIALS AND METHODS: We analysed patients from the FDG-PET/CT group of a randomized trial that compared a screening strategy based on FDG-PET/CT with a limited screening strategy for occult malignancy detection in patients with unprovoked VTE. FDG-PET/CT was interpreted as positive for cancer, as negative or as equivocal. Patients were considered as having cancer on the basis of screening results, or of any test performed during a two-years follow-up period. We ran two sets of analysis, considering patients with equivocal FDG-PET/CT as positive, then as negative for malignancy.
RESULTS: Between March 2009, and August 2012, 172 patients were included. FDG-PET/CT was interpreted as positive for malignancy in 10 patients (5.8%), as equivocal in 23 patients (13.4%) and as negative in 139 patients (80.8%). Malignancy was diagnosed in 7/10 (70.0%), 2/23 (8.7%) and 1/139 (0.7%) patients, respectively. Grouping positive and equivocal results, sensitivity and specificity were 90% (95%CI 60% to 98%) and 85% (95%CI 79% to 90%), respectively. Grouping negative and equivocal results, sensitivity and specificity were 70% (95%CI 40% to 89%) and 98% (95%CI 95% to 99%), respectively.
CONCLUSION: FDG-PET/CT showed good accuracy for occult cancer screening in patients with unprovoked VTE. Remaining challenges include the need to define specific interpretation criteria in this dedicated population.

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Year:  2017        PMID: 28570648      PMCID: PMC5453585          DOI: 10.1371/journal.pone.0178849

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

18F-Fluorodesoxyglucose Positron-Emission Tomography combined with low-dose Computed Tomography (FDG-PET/CT) is routinely used for the diagnosis, staging and restaging of various malignancies [1,2]. However, much less is known on the performance of FDG-PET/CT for occult malignancy screening in selected subgroups of patients. Screening for occult malignancy may allow for earlier detection and treatment of cancer, thus improving the prognosis, and is therefore appealing for patients known to be at increased risk of cancer. Venous thromboembolism (VTE), which encompasses deep-vein thrombosis and pulmonary embolism, can occur as the first manifestation of an underlying occult malignancy [3]. Previous studies reported that the incidence of undiagnosed cancer is 6% to 15% in the year after an unprovoked VTE episode (i.e., VTE not provoked by a major inherited or acquired risk factor including surgery, trauma or fracture during the three months prior to the venous thromboembolic event; known antiphospholipid antibody syndrome, known deficiency in antithrombin, protein C or protein S) [4-10]. Screening for occult malignancy at the time of VTE has been advocated. Different extensive occult cancer screening strategies have been proposed [11-14]. Because all types and locations of cancer may be found in patients with VTE, many investigations had to be performed for screening and as a result an extensive screening strategy is required, which is expensive, invasive and time-consuming [12]. Clear guidelines for the investigation of occult malignancy after unprovoked VTE are not yet available. FDG-PET/CT has the advantage of providing non-invasive whole body imaging. Small case series have suggested that FDG-PET/CT is a feasible and sensitive test to screen for cancer in patients with unprovoked VTE [15-17]. More recently, we reported the results of a randomized trial comparing a limited screening strategy (medical history, physical examination, routine laboratory and age/gender recommended screening tests) to a strategy combining the limited screening plus a FDG-PET/CT [18]. We found the use of FDG-PET/CT not to be associated with a significantly higher rate of cancer diagnosis at initial screening. However, the incidence of subsequent cancer diagnosis over a two-year follow-up period was significantly lower in patients randomized in the limited plus FDG-PET/CT strategy. As an ancillary analysis, we aimed at evaluating the diagnostic accuracy indices of FDG-PET/CT for the diagnosis of occult malignancy in patients included in the limited plus FDG-PET/CT strategy arm.

Materials and methods

Study population

We analysed patients from the FDG-PET/CT group of an open label, multicenter (four university medical centers in France), randomized study that compared a screening strategy based on FDG-PET/CT with a limited screening strategy for detection of occult malignant disease in patients with unprovoked VTE. Methods have been detailed elsewhere [18]. Briefly, patients aged 18 years or older, diagnosed with unprovoked VTE were invited to participate in the study if they did not present any exclusion criteria: ongoing pregnancy, active malignancy (defined as known malignancy, active and/or treated during the previous five years). Unprovoked VTE was defined as not provoked by a major inherited or acquired risk factor including surgery, trauma or fracture during the three months prior to VTE; known antiphospholipid antibody syndrome, known deficiency in antithrombin, protein C or protein S. In the limited plus FDG-PET/CT arm, patients underwent medical history, complete physical examination, routine laboratory tests including complete blood count, erythrocyte sedimentation rate or C-reactive protein, transaminases, alkaline phosphatase, calcium, chest X-ray, recommended age- and gender-specific cancer screening tests (i.e. prostate-specific antigen in men over 50 years of age, mammography in women over 50 years of age and Pap-smear in all women). All patients were scheduled for a FDG-PET/CT, to be performed within four weeks of inclusion (see below). In case of positive finding on initial screening, patients were referred for appropriate diagnostic procedures at the discretion of the treating physician. All patients underwent clinical follow-up every 6 months for 24 months. Medical history and physical examination were performed and in case of new symptoms or clinical signs, further testing was ordered. Information on any investigation for suspected malignancy requested by other physicians during follow-up was collected. The study was conducted in accordance with the ethical principles set forth in the Declaration of Helsinki, Good Clinical Practice, and relevant French regulations regarding ethics and data protection. All patients provided written consent. The protocol and amendments were approved for all study sites by our institutional Ethics committee (Comité de Protection des Personnes Ouest VI, 2008–541).

FDG-PET/CT acquisition

FDG-PET/CT were performed using Gemini GXLi, Philips in Brest University Hospital; Discovery ST, General Electric in Angers University Hospital; Biograph 6 LSO Pico 3D HI-REZ, Siemens Medical in Saint Etienne University Hospital; Gemini GXL, Philips and Discovery 690, General Electric in Paris. Patients fasted for at least 6 hours before PET acquisitions, and blood glucose had to be less than 7 mmol/L before injection of 3 to 5 MBq/kg of 18F-FDG. Intravenous injection was followed by a period of approximately 60 minutes when the patients remained in a quiet room. Computed tomography was performed from mid-forehead to the feet in normal shallow respiration using a low-dose setting (120 kVp—100 mAs in Brest; 120 kVp—50 mAs in Angers and Paris; 130 kVp—50 mAs in Saint-Etienne). Intravenous iodinated contrast was not administered. Data obtained from the CT-scan were used for attenuation correction of PET data and for fusion with attenuation-corrected PET images. PET data was reconstructed iteratively using the ordered-subset expectation maximization (OSEM) algorithm (2 iterations and 8 subsets in Angers and Brest; 2 iterations and 16 subsets in Paris; 4 iterations and 8 subsets in Saint Etienne).

FDG-PET/CT interpretation

For the purpose of this analysis, all FDG-PET/CT scans were centrally reinterpreted at the main study site by a board-certified nuclear medicine physician, after the trial was completed, and without knowledge of patient’s clinical information and follow-up status. FDG-PET/CT was interpreted as positive for possible malignancy based on the following criteria: foci of non-physiological FDG uptake, not attributable to the acute venous thromboembolism (i.e. areas of vascular thrombosis or lung infarcts were excluded), with no predetermined cut-off maximum standardized uptake values. FDG-PET/CT was interpreted as negative when only physiological FDG uptake or non-physiological FDG uptake attributable to a typical benign disease (e.g. global homogeneous thyroid uptake) was observed. FDG-PET/CT readings not falling into any of these categories were classified as equivocal. Maximum standardized uptake value was also measured in volumes of interest and collected for each lesion.

Outcome determination and statistical analysis

The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), negative and positive likelihood ratio of FDG PET/CT were determined. To compute these accuracy indices, patients were considered as having cancer if they were diagnosed with histologically proven cancer on the basis of the initial screening strategy results, or on the basis of any diagnostic test performed during the 24 months follow-up period in case of newly suspected malignancy. We ran two sets of analysis: one considering patients with equivocal FDG-PET/CT results as positive for possible malignancy, and a second one considering patients with equivocal FDG-PET/CT results as negative for possible malignancy. For each analysis, FDG-PET/CT was considered true-positive if a cancer was diagnosed in a patient with FDG-PET/CT interpreted as positive for possible malignancy. FDG-PET/CT was considered false-positive in patients with a FDG-PET/CT interpreted as positive for possible malignancy who did not developed malignant disease during follow-up. FDG-PET/CT was considered true-negative in patients with a FDG-PET/CT interpreted as negative for malignancy who did not develop malignancy during follow-up. FDG-PET/CT was considered false-negative in patients with a FDG-PET/CT interpreted as negative for possible malignancy who developed a malignant disease during follow-up. Statistical analysis was performed using IBM SPSS Statistics software, version 19 installed on PC. The trial is registered with ClinicalTrials.gov, number NCT00964275.

Results

Between March 3, 2009, and August 18, 2012, 399 patients were included and randomized to one of the two study groups. Of the 200 patients allocated to FDG-PET/CT, three patients withdrew consent and refused the use of their data, two patients were found to be ineligible for the trial, and 23 patients did not present for their FDG-PET/CT or eventually refused to undergo the examination. Therefore, 172 patients were included in the present analysis. General characteristics and risk factors are presented in Table 1.
Table 1

General characteristics and risks factors of the population.

Characteristics
Age, years64 (48–76)
    • Older than 50 years127 (74%)
Sex
    • Male94 (55%)
    • Female78 (45%)
Venous thromboembolism
    • Deep vein thrombosis34 (20%)
    • Pulmonary embolism ± deep vein thrombosis138 (80%)
Tobacco use27 (16%)
Oral contraceptives12 (7%)
Familial history of cancer59 (34%)
Previous malignancy12 (7%)
Prior venous thromboembolism49 (28%)
Alcohol intoxication18 (10%)
Asbestos exposition12 (7%)
Asthenia19 (11%)
Anorexia2 (1%)

Data are median (IQR) or n (%)

Data are median (IQR) or n (%) Out of the 172 patients, 10 (5.8%) patients were diagnosed with cancer at inclusion or during the 24-month follow up period. The primary site of occult malignancy included prostate in three cases, colon in two case, oropharynx in one case, lung/pleura in one case, pancreas in one case, testicle in one case and ovary/uterus in one case. Of note, malignancy was diagnosed at the initial work-up in 9 patients, and late during follow-up in one. FDG-PET/CT was interpreted as positive for possible malignancy in 10 patients (5.8%), as equivocal in 23 patients (13.4%) and as negative in 139 patients (80.8%). Among them, malignancy was diagnosed in 7/10 (70.0%), 2/23 (8.7%) and 1/139 (0.7%) patients, respectively. Table 2 summarizes FDG-PET/CT interpretation, abnormal FDG uptake location, maximum standardized uptake value (SUV max), and final diagnosis in patients with positive or equivocal results.
Table 2

FDG-PET/CT interpretation, abnormal FDG uptake location, SUV max, and final diagnosis in patients with positive or equivocal results.

No.Increased uptake locationSUVmaxPET interpretationFinal diagnosis
1Colon5.3PositiveColon adenocarcinoma
2Lung—Pleura2–3.9PositiveLung adenocarcinoma/ pleura metastasis
3Oropharynx10.2PositiveUvula cancer
4Kidney3.6PositiveNo malignancy
5Ovary/Uterus—Peritoneum43.8–62.1PositiveOvary/Uterus cancer
6Prostate5.6PositiveProstate adenocarcinoma
7Pancreas4.6PositivePancreas cancer
8Uterus28.6PositiveMenstruation
9Testicle9.4PositiveTesticular seminoma
10Colon6.7PositiveDiverticulosis and Hyperplastic polyp
11Parotid4.6EquivocalNo malignancy
12Thyroid2.2EquivocalBenign thyroid nodule
13Larynx2.2EquivocalNo malignancy
14Colon5.9EquivocalDiverticulosis and Hyperplastic polyp
15Lung2EquivocalNo malignancy
16Colon4.7EquivocalNo malignancy
17Oropharynx-Cervical nodes12.4–5.9EquivocalNo malignancy
18Uterus4.4EquivocalNo malignancy
19Larynx3.6EquivocalNo malignancy
20Lung1.9EquivocalNo malignancy
21Colon7EquivocalNo malignancy
22Colon3.4EquivocalNo malignancy
23Thyroid2.5EquivocalNo malignancy
24Mediastinum—Anal canal8.7–7.1EquivocalNo malignancy
25Colon—Lung—Prostate6.1–3–3.7EquivocalProstate adenocarcinoma
26Colon4.9EquivocalNo malignancy
27Gallbladder11.4EquivocalLithiasis without complication
28Thyroid3.6EquivocalNo malignancy
29Lung—Stomach3.8–4.8EquivocalProstate adenocarcinoma
30Nasopharynx—Muscle9.2–5.1EquivocalNo malignancy
31Stomach—Colon3.9–3.9EquivocalNo malignancy
32Adrenal Gland6.3EquivocalNo malignancy
33Duodenum—Anal Canal8–6.7EquivocalNo malignancy
Accuracy indices are summarized in Table 3. Grouping positive and equivocal results, the sensitivity and specificity of the FDG-PET/CT were 90% (95%Confidence Interval (CI), 60 to 98) and 85% (95%CI, 79 to 90), respectively. Grouping negative and equivocal results, sensitivity and specificity were as follows: 70% (95%CI, 40 to 89) and 98% (95%CI, 95 to 99).
Table 3

Accuracy of FDG-PET/CT for the diagnosis of cancer.

Accuracy indicesPositive or Equivocal vs. Negative FDG-PET/CTPositive vs. Negative or Equivocal FDG-PET/CT
Sensitivity, % (95%CI)90 (60 to 98)70 (40 to 89)
Specificity, % (95%CI)85 (79 to 90)98 (95 to 99)
Positive predictive value, % (95%CI)27 (5 to 44)70 (40 to 89)
Negative predictive value, % (95%CI)99 (96 to 100)98 (95 to 99)
Positive likelihood ratio (95%CI)6.1 (4.0 to 9.3)37.8 (11.5 to 124.5)
Negative likelihood ratio (95%CI)0.1 (0.0 to 0.8)0.3 (0.1 to 0.8)

Discussion

In this study we found the FDG-PET/CT to have a good accuracy for cancer diagnosis in patients with unprovoked venous thromboembolism. Sensitivity ranged from 70 to 90%, and specificity from 85 to 98% according to how equivocal test results were considered. In this work, sensitivity determines the ability of FDG PET/CT to diagnose occult cancer, i.e. a positive FDG PET/CT result when patients have malignancy. Specificity of FDG PET/CT determines the ability of the test to limit false positives examinations and so the proportion of patients who are likely to undergo unnecessary/invasives additional tests. As with any diagnostic test, the optimal trade-off between sensitivity and specificity is not easy to determine. On one hand, considering as positive patients with a FDG-PET/CT interpreted as positive or equivocal for possible malignancy yielded a higher sensitivity (90%), and negative predictive value (99%): only one out of 139 negative patients was diagnosed with cancer during follow-up. However, the positive predictive value was low at 27%, meaning that almost three quarters of patients with a ‘positive’ FDG-PET/CT did not eventually have cancer. On the other hand, restricting positivity only to patients deemed as having a positive FDG-PET/CT for possible malignancy resulted in a higher specificity (98%) and positive predictive value (70%). This would allow limiting the proportion of patients undergoing unnecessary investigations following a positive test, at the expense of a lower sensitivity of 70%: three out of the 10 patients diagnosed with cancer in the study did not have a positive FDG-PET/CT. However, it is noteworthy that among these three patients, one was diagnosed with a colon cancer 18 months after inclusion, although his FDG-PET/CT at inclusion was clearly negative (which was confirmed by post-hoc repeated interpretation); another patient was diagnosed with a prostate cancer (PSA 6.2) although his FDG-PET/CT was equivocal at the level of the lung and the stomach; the last patient was also diagnosed with prostate cancer, his FDG-PET/CT was equivocal in the prostatic bed and his PSA level was 8.1. We would therefore argue that restricting positivity to FDG-PET/CT findings clearly positive for possible malignancy would be sufficient from a cancer screening perspective, while requiring less unnecessary additional investigations than when using a broader definition of a positive FDG-PET/CT. Some aspects of our analysis deserve further comments. First, interpretation is difficult to standardize, and the threshold for positivity is not clearly defined. Our definition of a positive FDG-PET/CT is in line with previous studies on this topic [15-17]. However, such a definition led to highly variable proportions of positive FDG-PET/CT across studies, from 31% to 63%. The positive predictive value of the FDG-PET/CT, interpreted using this definition, differed significantly across studies, from 4% to 54%. Discrepancies between studies could be explained by small sample size, difference in the categorization of patients with ‘suspicious’ (vs. positive) findings, and different patient populations, with a prevalence of cancer ranging from 2.5 to 24%. Second, the overall incidence of cancer in our study was lower (around 6%) than anticipated: previous studies reported a 10% incidence of cancer in the year following an unprovoked venous thromboembolism [4]. The identification of predictors of cancer diagnosis in patients with venous thromboembolism could enable a better risk stratification and selection of patients requiring testing, which would lead to an improved positive predictive value of the FDG-PET/CT. Our study has strengths and limitations. Our sample size was somewhat limited, resulting in wide confidence intervals around estimated accuracy indices. However, our data represent the largest population of venous thromboembolism patients investigated using a FDG-PET/CT. Moreover, our patient population was included in a multicenter, prospective, randomized trial, with a 24-month follow-up through outpatient clinic visits every six months. FDG-PET/CT images were centrally reviewed at the main study site by a board-certified nuclear medicine physician, blinded from patients’ history, initial FDG-PET/CT interpretation, and follow-up status but without specific reproducible interpretation criteria for a positive FDG-PET/CT. However, an interobserver agreement was not performed in this study which could limit the robustness of the results. A possible way to improve the diagnostic performance of FDG-PET/CT in the setting of cancer screening in patients with unprovoked venous thromboembolism would be to define specific interpretation criteria dedicated to this clinical setting, in order to minimize findings of low clinical relevance. FDG-PET/CT interpretation criteria have been well defined in specific settings (e.g. tumor staging, restaging or interim therapeutic evaluation) [1,2]. However, defining criteria for screening might be particularly challenging for whole-body imaging, given that patients with unprovoked venous thromboembolism may develop any cancer type, location or stage. In conclusion, FDG-PET/CT showed a good accuracy for the screening of occult cancer in patients with unprovoked venous thromboembolism. Remaining challenges include the need to define specific and standardized interpretation criteria dedicated to this clinical indication, and the need to better select high-risk patients who would get the most benefit from screening with FDG-PET/CT.
  18 in total

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2.  A pilot study utilizing whole body 18 F-FDG-PET/CT as a comprehensive screening strategy for occult malignancy in patients with unprovoked venous thromboembolism.

Authors:  Matthew T Rondina; Nathan Wanner; Robert C Pendleton; Larry W Kraiss; Russell Vinik; Guy A Zimmerman; Marta Heilbrun; John M Hoffman; Kathryn A Morton
Journal:  Thromb Res       Date:  2011-07-29       Impact factor: 3.944

3.  Screening for Occult Cancer in Unprovoked Venous Thromboembolism.

Authors:  Marc Carrier; Alejandro Lazo-Langner; Sudeep Shivakumar; Vicky Tagalakis; Ryan Zarychanski; Susan Solymoss; Nathalie Routhier; James Douketis; Kim Danovitch; Agnes Y Lee; Gregoire Le Gal; Philip S Wells; Daniel J Corsi; Timothy Ramsay; Doug Coyle; Isabelle Chagnon; Zahra Kassam; Hardy Tao; Marc A Rodger
Journal:  N Engl J Med       Date:  2015-06-22       Impact factor: 91.245

4.  Testing for occult cancer in patients with pulmonary embolism: results from a screening program and a two-year follow-up survey.

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Journal:  Thromb Res       Date:  2009-05-17       Impact factor: 3.944

5.  Deep-vein thrombosis and the incidence of subsequent symptomatic cancer.

Authors:  P Prandoni; A W Lensing; H R Büller; A Cogo; M H Prins; A M Cattelan; S Cuppini; F Noventa; J W ten Cate
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6.  Deep venous thrombosis and occult malignancy: an epidemiological study.

Authors:  M Nordström; B Lindblad; H Anderson; D Bergqvist; T Kjellström
Journal:  BMJ       Date:  1994-04-02

7.  Extensive screening for occult malignant disease in idiopathic venous thromboembolism: a prospective randomized clinical trial.

Authors:  A Piccioli; A W A Lensing; M H Prins; A Falanga; G L Scannapieco; M Ieran; M Cigolini; G B Ambrosio; M Monreal; A Girolami; P Prandoni
Journal:  J Thromb Haemost       Date:  2004-06       Impact factor: 5.824

Review 8.  Systematic review: the Trousseau syndrome revisited: should we screen extensively for cancer in patients with venous thromboembolism?

Authors:  Marc Carrier; Grégoire Le Gal; Philip S Wells; Dean Fergusson; Tim Ramsay; Marc A Rodger
Journal:  Ann Intern Med       Date:  2008-09-02       Impact factor: 25.391

9.  Occult malignant neoplasm in patients with deep venous thrombosis.

Authors:  R J Goldberg; M Seneff; J M Gore; F A Anderson; H L Greene; H B Wheeler; J E Dalen
Journal:  Arch Intern Med       Date:  1987-02

10.  Positron emission tomography combined with computed tomography as a screening tool for occult malignancy in patients with unprovoked venous thromboembolism: an observational study.

Authors:  Maria Chauchard; Khadija Benali; Thomas Papo; Karim Sacre
Journal:  Medicine (Baltimore)       Date:  2014-11       Impact factor: 1.889

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1.  Interobserver agreement of 18F-Fluorodeoxyglucose Positron-Emission Tomography combined with low-dose Computed Tomography for occult cancer screening in patients with unprovoked venous thromboembolism.

Authors:  Philippe Robin; Ravinder K Grewal; Pierre-Yves Le Roux; Grégoire Le Gal; Pierre-Yves Salaun
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