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Ann Thorac Surg 2009;87:891-892. doi:10.1016/j.athoracsur.2008.12.052
© 2009 The Society of Thoracic Surgeons

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Original Articles: General Thoracic

Invited Commentary

Kemp H. Kernstine, MD, PhDa, Gary L. Grunkemeier, PhDb

a Lung Cancer and Thoracic Oncology Program, City of Hope National Medical Center, 1500 E. Duarte Rd, Warsaw MOB, Duarte, CA 91010-3000
b Medical Data Research Center, Providence Health System, 44785 NW Elk Mountain Rd, Banks, OR 97106

(Email: kkernstine{at}coh.org).

In the 1990s, fluorodeoxyglucose positron emission tomography (FDG-PET) was introduced as a part of the evaluation of suspicious solitary pulmonary nodules, and visual assessment and the maximum standard uptake value (SUVmax) pixel in the region of interest have been used to estimate the likelihood of malignancy [1, 2]. Most studies have concentrated on larger lesions of 3 cm or more [3]. FDG-PET is unlikely to be as accurate for the smaller lesions. So, the question asked by Ohba and colleagues [4]—can the accuracy of FDG-PET be improved in evaluating malignancy in lesions less than 3 cm?—is certainly relevant.

Others have attempted to improve the accuracy of PET by manipulating the emission results [2, 5]. Ohba and colleagues, like Nomori and colleagues [6], derived their calculations without demonstrating the physiologic reason why the calculations might be better than visual assessment or SUVmax to assess the solitary pulmonary nodules. The PET data manipulations may not be generalizable to other patient groups or FDG-PET systems: the machines, FDG injected, the FDG-PET protocols, analytic software, and the readers differ across institutions. There are no consistencies.

There appears to be several areas of concern in which bias may have been introduced:

1 FDG-PET may not be applicable to patients who are diabetic, especially those who have poor glucose control. This article has no exclusions for high glucose levels.
2 The authors excluded 23% (36 of 154) of the solitary pulmonary nodules because of ground glass opacity.
3 The definition of benign was not based on confirmatory evidence. They used the fact that most of their "benign" lesions had not changed in size for 24 to 36 months. No organized plan was apparent for repeat computed tomography scans in patients whose lesions were thought to be benign. Smaller lesions may have a longer doubling time, so 2 years may not be sufficient time to "rule out" cancer.
4 Multiple lesions were present in the same patient. In a small study like this, a single patient introducing 2 or more lesions may add additional bias in the results.
5 The overrepresentation of lung primary adenocarcinomas in this patient population may further introduce bias.
6 There were no metastatic lesions from outside the chest, unlike most patient groups investigated.

These are a few of the reasons that we are concerned with the results.

Some statistical considerations should be noted as well. First, without a clear reason for the manipulation of the PET numbers, the PET data could be recalculated innumerable ways—and the estimation of malignancy improved—in a retrospective fashion. Because there are numerous hypotheses and several ways of calculating a "cutoff," the number of patients necessary will need to be significantly larger, several hundred [7]. Second, the authors show their receiver operating characteristic (ROC) curves but do not provide us with the raw data that produced them or the area under the curves for our comparisons. Finally, they derive "optimal cutoff values" for their ROC curves, but no method is presented and "optimal" is not defined. It is better to use some clinical criteria to select the optimal specificity and sensitivity. A recent recommendation is that at least 100 true-positives in 100 true-negatives are necessary to obtain the optimal number [8], far fewer than what are present than in the Ohba article.

In conclusion, although it is an interesting approach to use the FDG-PET data in a different fashion than visual assessment and SUVmax, the concerns about the patient population and the method of analysis make the results suspect. Perhaps a larger patient population, possibly from more than one institution, with very clear definitions and a prospective study protocol, will help us to have greater confidence in these results.


    References
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 References
 

  1. Dewan NA, Gupta NC, Redepenning LS, Phalen JJ, Frick MP. Diagnostic efficacy of PET-FDG imaging in solitary pulmonary nodules. Potential role in evaluation and management. Chest 1993;104:997-1002.[Abstract/Free Full Text]
  2. Lowe VJ, Hoffman JM, DeLong DM, Patz EF, Coleman RE. Semiquantitative and visual analysis of FDG-PET images in pulmonary abnormalities J Nucl Med 1994;35:1771-1776.[Abstract/Free Full Text]
  3. Gould MK, Maclean CC, Kuschner WG, Rydzak CE, Owens DK. Accuracy of positron emission tomography for diagnosis of pulmonary nodules and mass lesions: a meta-analysis JAMA 2001;285:914-924.[Abstract/Free Full Text]
  4. Ohba Y, Nomori H, Shibata H, et al. Evaluation of semiquantitative assessments of fluorodeoxyglucose uptake on positron emission tomography scans for the diagnosis of pulmonary malignancies 1 to 3 cm in size Ann Thorac Surg 2009;87:886-892.[Abstract/Free Full Text]
  5. Menda Y, Bushnell DL, Madsen MT, McLaughlin K, Kahn D, Kernstine KH. Evaluation of various corrections to the standardized uptake value for diagnosis of pulmonary malignancy Nuclear medicine communications 2001;22:1077-1081.[Medline]
  6. Nomori H, Watanabe K, Ohtsuka T, Naruke T, Suemasu K, Uno K. Visual and semiquantitative analyses for F-18 fluorodeoxyglucose PET scanning in pulmonary nodules 1 cm to 3 cm in size Ann Thorac Surgery 2005;79:984-988discussion 989.[Abstract/Free Full Text]
  7. Cleophas TJ, Zwinderman AH. Clinical trials are often false positive: a review of simple methods to control this problem Curr Clin Pharmacol 2006;1:1-4.[Medline]
  8. Leeflang MM, Moons KG, Reitsma JB, Zwinderman AH. Bias in sensitivity and specificity caused by data-driven selection of optimal cutoff values: mechanisms, magnitude, and solutions Clin Chem 2008;54:729-737.[Abstract/Free Full Text]

Related Article

Evaluation of Semiquantitative Assessments of Fluorodeoxyglucose Uptake on Positron Emission Tomography Scans for the Diagnosis of Pulmonary Malignancies 1 to 3 cm in Size
Yasuomi Ohba, Hiroaki Nomori, Hidekatsu Shibata, Hironori Kobayashi, Takeshi Mori, Shinya Shiraishi, and Rumi Nakashima
Ann. Thorac. Surg. 2009 87: 886-891. [Abstract] [Full Text] [PDF]




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