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DOI: 10.1148/radiol.2273011768
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(Radiology 2003;227:752-757.)
© RSNA, 2003


Gastrointestinal Imaging

Surgically Staged Focal Liver Lesions: Accuracy and Reproducibility of Dual-Phase Helical CT for Detection and Characterization1

Ihab R. Kamel, MD, PhD, Michael A. Choti, MD, Karen M. Horton, MD, H. J. V. Braga, MD, Bernard A. Birnbaum, MD, Elliot K. Fishman, MD, Richard E. Thompson, PhD and David A. Bluemke, MD, PhD

1 From the Russell H. Morgan Department of Radiology and Radiological Sciences (I.R.K., K.M.H., H.J.V.B., E.K.F., D.A.B.) and Department of Surgery (M.A.C.), Johns Hopkins Hospital, 600 N Wolfe St, Rm 100, Baltimore, MD 21287; Department of Radiology, New York University Medical Center, New York (B.A.B.); and Department of Biostatistics, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Md (R.E.T.). Received October 31, 2001; revision requested January 18, 2002; final revision received October 2; accepted November 5. Address correspondence to I.R.K. (e-mail: ikamel@jhmi.edu).


    ABSTRACT
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
PURPOSE: To assess the accuracy and reproducibility of dual-phase helical computed tomography (CT) in enabling preoperative detection and characterization of surgically staged focal liver lesions.

MATERIALS AND METHODS: Surgically and histopathologically proven liver lesions were evaluated by three experienced CT readers. These lesions were present in 77 patients who underwent dual-phase helical CT. Images were interpreted separately by the three blinded reviewers. Each lesion was graded on a nine-point scale of confidence, with 1 being definitely benign, 9 being definitely malignant, and 5 being indeterminate. The {chi}2 test was used to determine if the distribution of lesion classifications was different between readers.

RESULTS: There was a total of 237 lesions: 73 were benign and 164 were malignant. Sensitivity for lesion detection was 69%, 70%, and 71% for the three reviewers, respectively. Specificity was 91%, 86%, and 90%, and the area under the curve for the alternative-free response receiver operating characteristic curve was 0.84, 0.83, and 0.85, respectively. The difference in the distributions of lesion classification between the three reviewers was not statistically significant (P = .67) as determined by {chi}2 analysis.

CONCLUSION: Dual-phase CT has sensitivity of 69%–71% and high specificity (86%–91%) in enabling the detection and characterization of focal liver lesions. Interpretation is highly reproducible, as there is minimal variation between experienced reviewers.

© RSNA, 2003

Index terms: Liver neoplasms, CT, 761.12112 • Liver neoplasms, diagnosis, 761.31, 761.32 • Liver neoplasms, metastases, 761.33


    INTRODUCTION
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Computed tomography (CT) is a primary imaging modality for enabling the detection and characterization of focal liver lesions. It is an effective aid in determining the number, location, and nature of such lesions and in monitoring their change in size over time. In patients with cancer, the accurate detection of metastatic disease at the time of diagnosis or during the course of treatment remains crucial to management of the disease. Early identification of liver metastasis provides the opportunity for liver resection, which may prolong survival, particularly for patients with colorectal carcinoma (1). Other evolving surgical and nonsurgical local approaches such as thermal or chemical ablation may also play a curative or palliative role (24). The success of these therapies depends on accurate preoperative imaging to decide if the patient is eligible for therapy. Therefore, it is important that preoperative imaging accurately depicts the exact number and location of focal liver lesions (2,5). In addition, lesion characterization is particularly important because of the high prevalence of benign liver lesions (6).

Helical CT scanners are now the dominant type of CT scanners in the United States (79). Although magnetic resonance (MR) imaging (1013) and positron emission tomography (PET) are available, helical CT is more widely available in aiding presurgical planning for hepatic resection. The sensitivity and specificity of helical CT have not been determined in a large surgical series with multiple independent observers and receiver operating characteristic (ROC) analysis. The purpose of our study was to assess the accuracy and reproducibility of dual-phase helical CT in enabling preoperative detection and characterization of surgically staged focal liver lesions.


    MATERIALS AND METHODS
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Patients
Between January 1998 and December 2000, a total of 80 patients were referred to the Johns Hopkins Hospital for preoperative dual-phase CT in order to assess liver lesions detected with other imaging modalities including ultrasonography (US), CT, and PET. According to our institutional guidelines, this study was exempt from institutional review board approval and no informed consent was needed in order to perform this study and review patients’ records, files, and images. In all cases, dual-phase CT was performed for preoperative staging to determine if the patient was a candidate for liver resection. Surgical exploration, with the intention of curative hepatic surgery, was performed in all 80 patients. The extent of hepatic involvement was assessed by means of bimanual palpation and intraoperative US. The results determined from the surgical, intraoperative US, and pathologic examinations were considered the standard of reference. Three patients were later excluded from the study because they had hepatic metastases and cysts too numerous to count; thus our study group consisted of 77 patients.

CT Examination
CT was performed with a helical scanner (Somatom Plus 4; Siemens Medical Systems, Iselin, NJ). Scanning parameters were 120 kVp, 210 mA, 5-mm section collimation, and 5-mm image reconstruction. The acquisition length was 20–24 seconds, depending on liver size. All patients received 120–150 mL of nonionic contrast medium (iohexol, Omnipaque, 350 mg/mL; Nycomed Amersham, Princeton, NJ), which was injected intravenously with a power injector at a rate of 3 mL/sec. Arterial phase and portal venous phase images were obtained at 20 seconds and 70 seconds, respectively, after the start of injection. Images were reviewed with liver windows (center = 80 HU, width = 200 HU), or with abdominal windows (center = 10 HU, width = 410 HU) if liver windows were not available.

Image Analysis
The combined CT images (arterial and portal venous phases) were reviewed on film by three CT readers with 5 or more years of experience at two high-volume academic institutions. CT images were interpreted separately by the blinded reviewers, without prior knowledge of patient history. To ensure accurate correlation between the lesions scored by reviewers and those found at surgery, each reviewer recorded the image number, location (right or left lobe), and size of each lesion.

For CT interpretation, malignant lesions were defined as nodular, low-attenuating lesions without characteristic findings of benign lesions (cysts, hemangiomas, or focal nodular hyperplasia). Cysts were defined as fluid-attenuating lesions with no contrast enhancement. Hemangiomas were defined as low-attenuating lesions with globular peripheral contrast enhancement on the portal venous phase images. Focal nodular hyperplasia was defined by well-defined lesions with intense homogeneous enhancement on the arterial phase images that become nearly isoattenuating with the liver parenchyma on the portal venous phase.

Reviewers scored each lesion by using a nine-point scale of confidence with a score of 1 being definitely benign (100% confidence), a score of 9 being definitely malignant (100% confidence), and a score of 5 being indeterminate (50% possibility of either). Intermediate scores indicated less certainty in the diagnosis. Scores of 2, 3, and 4 reflected confidence of 85%, 75%, and 65%, respectively, that the lesion was benign. Scores of 6, 7, and 8 reflected confidence of 65%, 75%, and 85%, respectively, that the lesion was malignant. For statistical analysis, scores between 1 and 3 were considered benign, scores between 4 and 6 were considered indeterminate, and scores between 7 and 9 were considered malignant. Reviewers added comments to distinguish between lesions and indicate if multiple lesions were found in the same image and lobe. Confidence scores were then reclassified such that 1 and 9 were given the highest confidence value (coded as 1), 2 and 8 were the given the next highest (coded as 2), 3 and 7 were given a lower value (coded as 3), and 4 and 6 were given the lowest confidence value (coded as 4). Therefore, even though the lesions were classified as benign, indeterminate, and malignant, all the data points were used in plotting the ROC curve.

All patients underwent exploratory surgery with laparotomy, which was performed by an experienced hepatic surgeon (M.A.C.). Complete assessment of the liver was performed with intraoperative US. Lesions were identified and characterized on an individual basis. Nonresected hepatic segments were thoroughly evaluated for occult hepatic metastases. All patients subsequently underwent either resection or biopsy for histopathologic confirmation. Pathologic evaluation reported whether each recorded lesion was actually detected at surgery and whether it was benign or malignant.

Statistical Analysis
Alternative-free response ROC curves were calculated for each reviewer by plotting the true-positive fraction against the false-positive fraction. Alternative-free response ROC is a modified ROC technique that allows multiple responses per image or patient (14). Conventional ROC methods do not allow observers to record multiple responses per image. As with the ROC method, the area under the curve (AUC) for the alternative-free response ROC is calculated to determine the overall performance of the observers. The true-positive fraction is the number of true-positive responses divided by the number of true lesions present, as determined at pathologic examination. The false-positive fraction is the number of false-positive responses divided by the number of scans examined. The number of scans is used as a denominator because it is a fixed and well-defined quantity, thus confining the specificity to values between 0 and 1. Confidence intervals for the AUC values were obtained by performing a bootstrapping simulation, in which 1,000 simulated samples were created by sampling with replacement from the original data set (Stata 6.0 Statistical Software; Stata, College Station, Tex). Similarly, the corresponding two-sided 95% confidence intervals were calculated empirically by taking the 2.5 and 97.5 percentile AUC values from these 1,000 samples.

A true-positive finding was scored if the reviewer correctly identified a lesion and correctly classified that lesion as benign or malignant. A type I false-positive finding was scored if the reviewer identified a false lesion (ie, a lesion not identified at pathologic examination), while a type II false-positive finding was scored if the reviewer incorrectly classified a true benign lesion as being malignant. Similarly, a type I false-negative finding occurred if the reviewer missed a true lesion, and a type II false-negative finding occurred if the reviewer incorrectly scored a true malignant lesion as being benign.

Sensitivity, specificity, and AUC values with corresponding 95% confidence intervals were determined for each reviewer. Sensitivity and specificity were calculated for the cumulative number of true-positive responses and false-positive responses, respectively, summed over confidence levels of 1, 2, and 3. Scores of 4 and 5 were eliminated because they were considered indeterminate. {chi}2 goodness-of-fit test was used to determine whether the distribution of lesion classifications was different between readers. Statistical significance was associated with a P value of less than .05. Patients were subdivided into two groups depending on whether they had one lesion or more than one lesion at CT. Sensitivity, specificity, and AUC were calculated for the two groups to determine if reviewer performance was affected by the number of liver lesions present.


    RESULTS
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
There were 77 patients included in this study, 52 men and 25 women (average age, 60 years; age range, 43–82 years). The majority of these patients (n = 61, 79%) had hepatic metastases from colorectal (n = 58), breast (n = 1), renal (n = 1), or small bowel carcinoid (n = 1). Other malignancies included primary hepatocellular carcinoma (n = 7), cholangiocarcinoma (n = 1), and adult hepatoblastoma (n = 1). Six patients had benign liver lesions, which included giant hemangioma (n = 3), focal nodular hyperplasia (n = 2), and adenoma (n = 1). In one patient, no liver lesion was seen at surgery, which was performed because the patient had a history of colon cancer, rising carcinoembryonic antigen level, and two liver lesions seen at PET. Eight of 77 patients did not undergo CT with liver windows, and reviewers evaluated the CT scans obtained with abdominal windows. However, none of these patients had lesions that were seen only at CT with liver windows, which was determined by comparison with the original CT report and surgical and pathologic findings.

Curative resection (either segmental resection or partial hepatectomy) was performed in 54 (70%) of the 77 patients, while combined resection and tumor ablation was performed in four (5%) patients. In five patients (6%), cryoablation or radio-frequency ablation alone was performed after tissue diagnosis was obtained, and in the remaining 14 patients (18%) exploratory laparotomy, intraoperative US, and biopsy were performed to confirm a benign lesion or document unresectability.

A total of 237 lesions were confirmed at surgery and pathologic examination. The average lesion size was 2.3 cm, and the range was 0.2–20 cm. There were 73 benign lesions (31%), including cyst (n = 43), hemangioma (n = 14), adenoma (n = 8), focal nodular hyperplasia (n = 5), focal fat (n = 1), postsurgical scar (n = 1), and chronic inflammation (n = 1). The remaining 164 lesions (69%) were malignant. These included metastasis (n = 154), hepatocellular carcinoma (n = 7), cholangiocarcinoma (n = 2), and adult hepatoblastoma (n = 1). The maximum number of true lesions found in a single patient was 15. Of the 237 total confirmed lesions, 160 lesions were in the right lobe (67.5%) and 68 lesions (28.7%) were in the left lobe. Nine lesions (3.8%) involved both lobes.

Sensitivity, specificity, and AUC values with the corresponding 95% confidence intervals for each of the three reviewers are shown in Table 1. Sensitivity values ranged between 69% and 71% for the three reviewers, and, on the basis of the two-sided 95% confidence intervals, the difference was not statistically significant. Similarly, specificity was not significantly different between the three reviewers. Specificity values ranged between 86% and 91%, with the confidence intervals overlapping for all reviewers. The AUC values were also very close for all three reviewers. AUC values ranged between 0.83 and 0.85 (Fig 1), and, on the basis of the two-sided 95% confidence intervals, the difference between the reviewers was not statistically significant.


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TABLE 1. Sensitivity, Specificity, and AUC Values with Corresponding 95% Confidence Intervals for Each of the Three Reviewers

 


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Figure 1. Alternative-free response ROC. AUC was 0.84, 0.83, and 0.85 for the three reviewers, respectively.

 
Table 2 demonstrates the number of true-positive findings (Figs 2, 3), type I and II false-positive findings (Fig 4), type I and II false-negative findings, and indeterminate findings, as reported by each reviewer. The difference in the distributions of lesion classification between the three reviewers was not statistically significant (P = .67) as determined by {chi}2 analysis (Table 2).


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TABLE 2. Distribution of Lesion Findings by Reviewer

 


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Figure 2a. Transverse helical CT images of true-positive finding obtained in (a) the arterial and (b) the portal venous phases in a 64-year-old man with colon cancer. A lobulated mass is seen on both sides of the falciform ligament, with peripheral enhancement consistent with metastasis (arrow). All reviewers reported the lesion as malignant, and findings were confirmed at surgery.

 


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Figure 2b. Transverse helical CT images of true-positive finding obtained in (a) the arterial and (b) the portal venous phases in a 64-year-old man with colon cancer. A lobulated mass is seen on both sides of the falciform ligament, with peripheral enhancement consistent with metastasis (arrow). All reviewers reported the lesion as malignant, and findings were confirmed at surgery.

 


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Figure 3. Transverse helical CT image of true-positive finding obtained in the portal venous phase in a 66-year-old man with colon cancer. A low-attenuating lesion (arrow) seen in segment IVA has peripheral contrast enhancement, which is consistent with metastasis. A cyst (arrowhead) is also identified in segment II. Both lesions were confirmed at central hepatectomy (true-positive findings), and segments IV, V, and VIII were resected.

 


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Figure 4. Transverse helical CT image in the portal venous phase in a 52-year-old woman with papillary thyroid carcinoma and metastases to the neck. A small cyst (straight arrow) (true-positive) was seen in the right lobe segment VIII. A second cyst (curved arrow) was reported as malignant (type II false-positive), benign (true-positive), and indeterminate by the three reviewers. A third cyst (arrowhead) in the caudate lobe was not reported by two reviewers (type I false-negative). Lesions were documented with use of intraoperative US.

 
Table 3 demonstrates each reviewer’s performance accuracy for patients with one liver lesion (n = 24) and patients with more than one lesion (n = 53). Sensitivity, specificity, and AUC value ranges were 78%–87%, 96%–100%, and 89%–94%, respectively, in patients with a single lesion. Sensitivity, specificity, and AUC value ranges were 68%–70%, 81%–87%, and 83%, respectively, in patients with more than one lesion. In each of these patient groups, the difference between the three reviewers was not statistically significant on the basis of the two-sided 95% confidence intervals. However, reader performance was better in patients with a single liver lesion than in patients with multiple lesions.


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TABLE 3. Sensitivity, Specificity, and AUC Values with Corresponding 95% Confidence Intervals for Each of the Three Reviewers between Patient Groups

 
Type I false-negative findings, in which a reviewer did not report a lesion at CT that was found at surgery or pathologic examination, were evaluated. Nineteen lesions in nine patients were not seen by any of the reviewers or by rereview of the CT studies. These lesions were small, measuring up to 1 cm in diameter (mean, 0.6 cm; range, 0.2–1.0 cm), and all were malignant at pathologic examination. We recorded the locations of any lesions that were missed (type I false-negative finding) by all three reviewers (n = 28). Of 160 lesions in the right lobe, 15 were not reported, which resulted in a type I false-negative rate of 9.4%. Of 68 lesions in the left lobe, 13 were not reported, which resulted in a type I false-negative rate of 19.1%.

Lesions that were considered indeterminate by at least one reviewer were evaluated. There were 26 lesions (of 237, 11%) with a mean size of 1.5 cm (range, 0.2–4.0 cm). Nine of these lesions (35%) were benign and 17 (65%) were malignant.


    DISCUSSION
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 
Although much research has been conducted to assess the use of multiphase helical CT for liver disease, to our knowledge few studies to date have assessed helical CT performance with a large sample of patients (more than 50) with histopathologically confirmed lesion diagnoses (79). Of these prior studies, none were performed with multiple independent observers and ROC analysis. Since helical CT scanners are widely available in the United States and worldwide, it is important to understand their performance capabilities and the reliability of the technique for different CT readers.

The goal of our study was to determine the accuracy and reproducibility of dual-phase helical CT in enabling the assessment of focal liver lesion. In our study of a large number of patients with careful radiologic-histopathologic correlation, we found that dual-phase helical CT had a sensitivity of 69%–71% and specificity of 86%–91% in the detection and characterization of both benign and malignant lesions. When reviewers evaluated lesions independently, alternative-free response ROC analysis demonstrated high reproducibility with minimal variations between experienced readers. We also evaluated the effect that the number of lesions had on a reviewer’s performance. As shown in Table 3, reviewer performance was better in patients with a solitary lesion than in patients with multiple liver lesions. This is partially because of the improved specificity, which reached up to 100% for reviewers 1 and 3.

The sensitivity in our study was slightly lower than that reported by Ward et al (11) for benign and malignant lesions, who performed both biphasic helical CT (75%) and MR imaging after administration of superparamagnetic iron oxide (80%). However, histologic confirmation was available in only 31 of the 51 patients (61%) in that study, compared to all 77 patients in our study. Our sensitivity was also slightly lower than that found in a study by Valls et al (8), which was 85%. In this latter study, however, image analysis was determined by consensus of at least two of four radiologists, and all indeterminate lesions were considered metastatic. These factors could result in increased sensitivity in lesion detection. In our study, however, three radiologists worked independently and without prior knowledge of patient history. It is possible that we have overestimated the sensitivity for lesion detection. This is because all patients enrolled in our study had liver lesions detected with other imaging modalities, and they were referred to undergo CT for confirmation.

CT during arterial portography was previously considered to be the most sensitive imaging technique for use in the detection of hepatic metastases. However, the procedure is invasive and is associated with a high false-positive rate (15). In addition, a number of recent reports have shown that helical CT and contrast material–enhanced MR imaging are highly accurate in the detection of hepatic tumors, with results that may surpass those of CT during arterial portography (10,12,16,17).

Previous results have shown that ferumoxides-enhanced MR imaging (17) and helical CT (10) were as accurate as CT during arterial portography in the detection of hepatic metastases and that they were associated with fewer false-positive findings. These results suggest that adequate preoperative staging may be performed with noninvasive imaging techniques. In addition, prior studies have demonstrated that contrast-enhanced MR imaging with ferumoxides or gadolinium-based contrast agents enables excellent results in the preoperative staging of hepatic metastases (11,16).

The use of the biphasic helical CT in the evaluation of hepatic metastases is controversial. Arterial phase imaging increases the detection of hypervascular tumors such as hepatocellular carcinoma or hypervascular metastases (18,19). Although there have been reports that some hepatic metastases missed on the portal venous phase images were detected on the arterial phase images (20), some authors (19,21) suggest that arterial phase imaging is not necessary for the study of metastases from colorectal cancer.

A limitation of our study is that multi–detector row CT was not used. The thin collimation possible with multi–detector row CT results in higher image resolution and therefore may improve lesion detection and characterization. In our study, 19 of 237 lesions (8%) were not detected by any of the reviewers or by rereview of the CT studies. All of these lesions were small (up to 1 cm), and the detection of such lesions may improve with use of multi–detector row CT. In addition, 26 lesions (11%) were considered indeterminate by at least one reviewer. It is possible that multi–detector row CT could better depict those lesions that are poorly characterized with helical CT. However, the rapid advance in imaging technology hinders performing the study on a large number of patients while obtaining strong histopathologic correlation.

In this study we did not evaluate the effect of CT accuracy on disease management and outcome. Many of the patients included in this study had undergone additional imaging and/or biopsy prior to surgery.

In summary, in our experience dual-phase CT has sensitivity of 69%–71% and high specificity (86%–91%) in enabling the detection and characterization of focal liver lesions. Interpretation is highly reproducible, as there is minimal variation between experienced reviewers.


    FOOTNOTES
 
Abbreviations: AUC = area under the curve, ROC = receiver operating characteristic

Author contributions: Guarantors of integrity of entire study, I.R.K., D.A.B.; study concepts, I.R.K., D.A.B.; study design, R.E.T., I.R.K., D.A.B.; literature research, I.R.K.; clinical studies, all authors; data acquisition, I.R.K., K.M.H., B.A.B., E.K.F.; data analysis/interpretation, all authors; statistical analysis, R.E.T.; manuscript preparation, I.R.K.; manuscript definition of intellectual content, I.R.K., D.A.B.; manuscript editing, revision/review, and final version approval, all authors.


    REFERENCES
 TOP
 ABSTRACT
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS
 DISCUSSION
 REFERENCES
 

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