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    Differentiation of Benign FromMalignant Thyroid LesionsCalculation of the Strain Ratio on Thyroid Sonoelastography

    n recent times, the number of people with thyroid noduleshas increased steadily. Most nodules are benign, with less than5% are malignant.13 Sonography is very useful for detecting

    thyroid nodules, but it is not very accurate in differentiating betweenbenign and malignant tumors. Several sonographic patterns are use-ful for predicting thyroid malignancy, including hypoechogenicityof the nodule, blurred or spiculated margins, spot microcalcifica-tion, an anteroposterior/transverse diameter ratio of 1or greater,and intranodular vascularity. However, none of these patterns havehigh sensitivity and specificity.46

    Elastography is one of the latest technologies that can beapplied to sonography for reconstructing tissue elasticity.7,8

    The principle of elastography states that tissue compression causesdeformation within the tissue; the displacement is smaller in hardertissues than in softer tissues. Calculation of tissue elasticity is doneusing real-time sonoelastography.

    Ping Xing, MD, Linfeng Wu, MD, Chunmei Zhang, MD, Shu Li, MD, Chunbo Liu, MD, Changjun Wu, MD

    Received October 15, 2010, from the Departmentof Ultrasound, First Affiliated Hospital of HaerbinMedical University, Haerbin, China. Revisionrequested December 11, 2010. Revised manuscript ac-cepted for publication January 6, 2011.

    Drs Xing and Wu contributed equally to this

    work.Address correspondence to Changjun Wu, MD,

    Department of Ultrasound, First Affiliated Hospitalof Haerbin Medical University, 23 Youzheng Rd,150001 Haerbin, Heilonjiang, China.

    E-mail: [email protected]

    Abbreviations

    AUC area under the curve; NPV, negativepredictive value; PPV, positive predictivevalue; ROC, receiver operating characteristic

    I

    2011 by the American Institute of Ultrasound in Medicine | J Ultrasound Med 2011; 30:663669 | 0278-4297/11/$3.50 | www.aium.org

    ORIGINAL RESEARCH

    ObjectivesInitial data suggest that elastography can improve the specificity of sonog-raphy for differentiating benign and malignant thyroid lesions. The primary objectiveof this study was to compare quantitative sonoelastography to conventional qualitativesonoelastography and sonography for thyroid nodule characterization.

    MethodsNinety-eight thyroid masses (53 benign and 45 malignant) were examined

    with conventional sonography and sonoelastography. The images were classified into 4patterns according to a previously proposed classification. In addition, strain ratios ofthyroid tissue to the nodule were calculated. Receiver operating characteristic curve analy-sis was used to compare the diagnostic performance of the strain ratio and that of con-

    ventional sonography. The final diagnosis was obtained from histologic findings.

    ResultsWhen a cutoff point of 3.79 was introduced, significantly different strain ra-tios for benign (mean SD, 2.97 4.35) and malignant (11.59 10.32) lesions was ob-tained (P < .0001). The strain ratio measurement had 97.8% sensitivity and 85.7%specificity. The area under the curve for the strain ratio was 0.92, whereas that for the4-point scoring system was 0.85. Of the conventional sonographic patterns, microcal-cification had the highest area under the curve, at 0.72.

    ConclusionsStrain ratio measurement of thyroid lesions is a fast standardized methodfor analyzing stiffness inside examined areas. Used as an additional tool with B-modesonography, it helps increase the diagnostic performance of the examination.

    Key Wordselastography; sonography; strain ratio; thyroid lesions

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    Xing et alStrain Ratio in Differentiation o f Thyroid Lesions

    J Ultrasound Med 2011; 30:663669664

    Sonoelastography superimposes information in coloron B-mode images. Each color represents a certain level ofelasticity. Blue is hard; red is soft; and green is median. This

    method is limited by a lack of standardization. To date, sev-eral studies have been published on the topic of applyingsonoelastography to diagnose thyroid nodules. The indi-cated specificity and sensitivity of the method variedsharply in those studies.912 Sonoelastography also permitscalculation of tissue elasticity in real time, which, similarlyto color, represents different elasticity. Elastic propertiescan be described quantitatively by calculating strain ratios.To fulfill this objective, we conducted a prospective studyto investigate whether calculation of strain ratios also im-proves the differentiation of thyroid lesions. This was done

    by comparing strain ratios with B-mode sonography and

    conventional sonoelastography.

    Materials and Methods

    PatientsFrom September 2009 to 2010, we examined 91 consecu-tive patients who had been referred to our department forsurgical treatment. The inclusion criterion was the pres-ence of single or multiple thyroid nodules whose size didnot exceed 40 mm; cystic nodules, complex and partiallycystic lesions, and nodules with a calcified shell were ex-cluded. All patients underwent surgery with subsequent

    histologic examination of the resected thyroid tissue. Caseswith histologic findings of chronic inflammation were alsoexcluded. Ethical approval for this study was granted bythe Medical Research Ethics Committee of our university,and consent was obtained from all the patients through acommon notification circular.

    Conventional Thyroid Sonography and SonoelastographyConventional thyroid sonography and sonoelastography

    were performed using a UV-900 ultrasound system (Hi-tachi Medical Corp, Tokyo, Japan) fitted with a 10-MHzlinear transducer. At first, conventional sonography wasperformed on each nodule. The presence or absence ofhypoechogenicity, microcalcification, blurred margins, ananteroposterior/transverse diameter ratio of 1 or greater,and a type 3 Doppler color flow pattern4,13 of the thyroidnodules was determined.

    Sonoelastographic measurements were performed im-mediately after conventional sonography. All study partici-pants were required to hold their breath and avoidswallowing during the course of scanning to keep the imagestable. The probe was placed on the neck with light pressure,and a box was highlighted by the operator to include the

    nodule. Thus, an in-depth examination of the thyroid tissuewas conducted. The device shows a numeric quality scaleranging from 1 to 5 to evaluate examination quality. A value

    of 2 or 3 was required to enable a good evaluation. The elas-togram was displayed over the B-mode image in a color scaleranging from red, indicating components with the greatestelastic strain (ie, softest components), to blue, indicatingcomponents with no strain (ie, hardest components). Ac-cording to the classification proposed by Rubaltelli et al,9 the

    visualization patterns of the nodules on the elastograms wereclassified into 4 types (Table 1). Patterns 3 and 4 were as-sumed to be characteristic findings of malignancy.

    In addition, the mean strain index of the thyroid nod-ule and that of the surrounding thyroid tissue were meas-ured; as far as possible, the surrounding tissue was selected

    as a reference at the same depth as the nodule. The averagestrain of the lesion was determined by selecting a repre-sentative region of interest from lesion, which was ex-pressed asA. Then we selected a corresponding region ofinterest of adjacent thyroid tissue, and the average strain

    was expressed asB. The resultant strain ratio was calcu-lated according to the following equation: strain ratio =B/A, which reflected the stiffness of the lesion. A strainratio of greater than 3.79 was set as the predictor of nodulemalignancy. This cutoff point was decided by a receiveroperating characteristic (ROC) curve so that sum of sensi-tivity and specificity was maximized. Each lesion was ex-

    amined by 2 different physician radiologists: 1 with 6 yearsof experience with sonoelastography and the other with 15years of experience with thyroid sonography and 2 years ofexperience with sonoelastography. The examiners were

    blinded to the results of other studies and histologic find-ings. They evaluated the elastographic findings of the le-sions together, with final conclusions reached by consensus.

    Histopathologic DiagnosisHematoxylin-eosin was used for staining formalin-fixed,paraffin-embedded tumor tissue as well as normal paren-chyma obtained from the contralateral thyroid lobe of

    Table 1. Elasticity Scores

    Score Characteristics

    1 Presence of elasticity over the entire surface of the nodule

    2 Mainly elastic nodule with presence of inelastic (blue) areas

    not constant during the course of the real time examination

    3 Presence of ample and constant inelastic (blue) areas

    prevalently arranged at the periphery (3A) or at the center of

    the nodule (3B)

    4 Completely inelastic nodule

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    each case. Histologic diagnosis was conducted by 2 in-dependent pathologists. When discordant results were ob-tained, agreement was found by conjoint reexamination of

    each case.

    Statistical AnalysisStatistical analysis was conducted using SAS version 9.2for Windows software (SAS Institute Inc, Cary, NC).Data were expressed as mean SD. Receiver operatingcharacteristic curve analysis was performed to assess thediagnostic value of conventional sonography, conven-tional sonoelastography, and strain ratios. The ROCcurves were used to determine the diagnostic sensitivity,specificity, positive predictive value (PPV), and negativepredictive value (NPV); then the strain ratio cutoff val-

    ues were optimized. A ttest was performed to determinewhether the strain ratios were different between the twogroups. The ability of sonography and sonoelastographyto independently differentiate benign from malignantnodules was analyzed by a binary logistic regression tech-nique. In this case, the final histopathologic diagnosis wasused as the reference standard.P < .05 was considered sta-tistically significant.

    Results

    A total of 103 thyroid nodules were examined in this

    prospective study. Five nodules with histologic findings ofchronic inflammation were excluded, leaving 98 nodulesthat were eventually included; 12 patients had 2 nodules.The mean age of the examined patients (15 men and71 women) was 47 11 years (range, 2575 years).The examined dominant nodules had a mean size of13.3 6.8mm (range, 735 mm). Histologic exami-nation indicated 45 malignant nodules (44 papillary thy-roid carcinomas and 1 lymphoma) and 53 benign nodules(41 hyperplastic nodules, 9 follicular adenomas, 2 suba-cute thyroiditis, and 1 atypical adenoma).

    Conventional SonographyThe sonographic patterns indicating malignancy includednodule hypoechogenicity (sensitivity, 71.1%; specificity,

    66.0%; P = .0004), spot microcalcification (sensitivity,51.1%; specificity, 92.4%;P < .0001), speculated margins(sensitivity, 64.4%; specificity, 86.7%;P < .0001), and an an-teroposterior/transverse diameter ratio of 1 or greater (sen-sitivity, 62.2%; specificity, 75.4%;P = .0003). The pattern ofsingle intranodular blood flow could not predict malignancy(sensitivity, 57.7%; specificity, 30.1%;P = .21). Of the con-

    ventional sonographic patterns, microcalcification had thehighest area under the curve (AUC), at 0.72 (Table 2).

    SonoelastographyForty-three of the 53 benign nodules had a score of 1 or 2,

    whereas 40 of the 45 malignant nodules had a score of 3 or4, with sensitivity of 88.8%, specificity of 81.1%, a PPV of80.0%, and an NPV of 89.5% (Table 3). Using ROC analy-sis, the AUC for this method was 0.85 (Figure 1A).

    With the surrounding thyroid tissue at the same depthas a reference, the mean strain ratio for the benign lesions

    was 2.97 4.35 (Figure 2), and the mean ratio for the ma-lignant lesions was 11.59 10.32 (Figure 3). There weresignificant differences between the strain ratios for benignand malignant lesions (P < .01). Figure 1B shows the ROCcurve for the strain ratio assessment method used for dif-ferentiating malignant from benign lesions (for lesions

    1 cm). The AUC was 0.92, and the best cutoffvalue was 3.79. Using the best cutoff point, the sensitiv-ity, specificity, PPV, and NPV were 97.8%, 85.7%, 88.0%,and 97.8%, respectively.

    Using the ROC analysis, the best cutoff value obtainedusing strain ratio assessment of the lesions in the smallgroup (10 mm) was 4.21, and the value for the large group(>10 mm) was 3.98 (Table 4). The AUC for strain ratio as-sessment of the small group was 0.89 (Figure 4A), and theratio of the large group was 0.94 (Figure 4B). Table 3shows a comparison of the two methods in terms of thesensitivity, specificity, PPV, and NPV.

    J Ultrasound Med 2011; 30:663669 665

    Xing et alStrain Ratio in Differentiation of Thyroid Lesions

    Table 2. Areas Under the Receiver Operating Characteristic Curves for Different Features of Conventional Sonography, the 4-Point Scoring Sys-

    tem, and the Strain Ratio

    Speculated Intranodular 4-Point

    Lesions Hypoechogenicity Microcalcifications Margins A/T 1 Blood Flow Scoring System Strain Ratio

    All 0.69 0.72 0.66 0.69 0.56 0.85 0.92

    1 cm 0.62 0.72 0.65 0.79 0.53 0.78 0.89

    >1 cm 0.74 0.69 0.69 0.55 0.57 0.90 0.94

    A/T indicates anteroposterior/transverse diameter ratio.

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    Discussion

    Sonoelastography is a new procedure that measures tissue

    elasticity by distorting the tissue structures using externalpressure. Because softer parts of tissue deform more read-ily than stiffer parts, this technique enables objective eval-uation of tissue stiffness from deformation rates. Currently,this tissue distortion can be displayed directly in terms ofa color-coded overlay on a B-mode image (Figure 1).To date, the most important applications of elastographyincluded examining breast nodes.14,15 Sonoelastographyof the thyroid is a new procedure. In all previous investi-gations, the elastograms were divided by the respective ex-aminers into 4 to 6 groups according to their specific colorpatterns.912 On the basis of our preliminary experience,

    we chose the 4 color patterns proposed by Rubaltelli et al9

    as a reference.In our study, 40 of 44 papillary thyroid carcinomas

    (90%) had a score of 3 of 4; 43 of 53 benign lesions (81%)had a score of 1 or 2; and the thyroid lymphoma had ascore of 2. The AUC for diagnosing malignant thyroid

    Xing et alStrain Ratio in Differentiation o f Thyroid Lesions

    J Ultrasound Med 2011; 30:663669666

    Table 3. Sensitivity, Specificity, and Predictive Values Obtained Using the Strain Ratio Measurement Method and 4-Point Scoring System for Dif-

    ferentiation of Benign From Malignant Thyroid Lesions

    Lesions Method Sensitivity, % Specificity, % PPV, % NPV, %

    All Strain ratio 97.8 85.7 88.0 97.8

    4-point scoring system 88.8 81.1 80.0 89.5

    1 cm Strain ratio 92.3 86.4 89.6 91.7

    4-point scoring system 91.3 71.4 77.7 88.2

    >1 cm Strain ratio 98.4 93.6 90.5 98.9

    4-point scoring system 82.6 87.5 82.6 87.5

    NPV indicates negative predictive value; and PPV, positive predictive value.

    Figure 1. Receiver-operating characteristic curves for sonoelastogra-

    phy in differentiating malignant from benign lesions.A, Strain ratio meas-

    urement (area under the curve, 0.92). B, Four-point scoring system

    proposed by Rubaltelli et al9 (area under the curve, 0.85).

    A

    Figure 2. Hyperplastic thyroid nodule in a 50-year-old woman.

    The lesion had a score of 1 (benign) on to the 4-point scoring system.

    The strain ratio was 1.19 (benign).

    B

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    nodules was 0.85. These results agree with those of Rubal-telli et al.9We also found that the strain ratios were differ-ent in benign and malignant lesions. While evaluating this

    method, we found that 3.79 was the best cutoff point for allof the lesions, with sensitivity of 97.8% and specificity of80.7%. Using the strain ratio assessment method, the strainratio had better diagnostic performance than the 4-pointscoring method. According to ROC analysis, the best cut-off values for large and small nodules were different.

    Whether different-size nodules should or not use the samecutoff value needs further study in larger samples.

    In this study, there was an overlap of elasticity betweenbenign and malignant thyroid lesions; the strain ratios of 5benign lesions were found to be greater than 3.79. Two ofthe 5 benign lesions contained clustered areas of micro-

    calcification, which might have altered the stiffness of thenodules. Apart from this, an atypical adenoma and 2 sub-acute thyroiditis nodules had increased stiffness. Some re-ports indicate that subacute thyroiditis nodules havegreater hardness because of histologic changes (disap-pearance of the follicular epithelium, replaced by a rim ofhistiocytes and giant cells, interstitial fibrosis, infiltrationof lymphocytes, and plasma cells).

    Vorlnder et al16 used the strain value of the region ofinterest from a lesion (as for regionA in our study) insteadof the strain ratio to differentiate malignant from benignlesions. They divided the lesions into 3 groups: hard (strain

    value, 0.31). All of the lesions in the soft grouphad benign histologic results (NPV, 100%); and 70% ofthe carcinomas had a value of 0.15; and the diagnostic per-formance was good. Lyshchik et al17 calculated the thyroid-to-tumor strain ratio and chose 4 as the best cutoff value.

    J Ultrasound Med 2011; 30:663669 667

    Xing et alStrain Ratio in Differentiation of Thyroid Lesions

    Figure 4. Receiver-operating characteristic curves for sonoelastogra-

    phy in differentiating malignant from benign lesions. A, Lesions smaller

    than 1 cm (area under the curve, 0.89). B, Lesions 1 cm or larger (area

    under the curve, 0.94).

    B

    A

    Figure 3. Papillary thyroid carcinoma in a 38-year-old woman.

    The lesion had a score of 4 (malignant) on the 4-point scoring system.

    The strain ratio was 4.36 (malignant).

    Table 4. Optimal Cutoff Values for Different Thyroid Nodule Sizes

    According to Receiver Operating Characteristic Curve Analysis

    Size Cutoff Value

    All 3.79

    1 cm 4.21

    >1 cm 3.98

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    This criterion had 96% specificity and 82% sensitivity. Inour study, 3.79 was the optimal cutoff point, with sensitiv-ity of 97.8% and specificity of 80.7%. These studies show

    the excellent diagnostic performance of strain ratios; how-ever, the optimal strain ratio cutoff value needs to be con-firmed in further studies. Kagoya et al18 measured the strainratio using the sternocleidomastoid muscle as a referenceirrespective of nodule size. A strain ratio of greater than1.5 was set as the predictor of thyroid malignancy, butthe diagnostic performance was not optimal. Consideringthe sternocleidomastoid muscle as a reference, the sizeand location of the nodules must be fully considered toavoid having a region of interest that is too large. There-fore, we need to further ascertain whether the sternoclei-domastoid muscle is a suitable reference.

    In this study, we measured the stain rates of thyroidnodules. During the procedure, the following pointsshould be noted: First, horizontal and sagittal slices were

    both suitable, and we chose the most satisfactory image.Cross-scanning, however, is more susceptible to the im-pact of the carotid artery pulse, so most of the cases wereexamined by longitudinal scanning. Second, the region ofinterest should be controlled such that it is not too largeand includes only the nodule and ample surrounding thy-roid tissue because the carotid artery and unnecessaryparenchymal tissue influence the strain distribution. So-noelastography also has certain restrictions. Nodules in

    the thyroid isthmus or lower pole may not produce satis-factory images because of the tracheal clavical cartilage,and sonoelastography cannot be used to evaluate nodules

    with macrocalcification and predominantly cystic lesions.Although sonoelastography shows remarkable prospects,in some cases it still has limited applications.

    This study had some limitations, which need to beaddressed. First, only 1 lymphoma was included in thisstudy group. We are still uncertain whether elastographyhas limited capabilities in differentiating follicular andmedullary carcinomas. Second, our study included a rel-atively small number of cases, and strain ratios need to beconfirmed in further studies with larger samples. Third,complex and partially cystic lesions were not included inthis study, and the application of elastography in thosetypes of lesions requires future studies. We also did notmeasure interobserver and intraobserver reliability. Forthyroid cancer diagnosis, further studies evaluating inter-observer and intraobserver variability and the reliability ofsonoelastography are necessary.

    In conclusion, the stain ratio assessment method cansemiquantitatively evaluate the stiffness of solid thyroidlesions using the surrounding thyroid tissue as a reference.

    It is simple and convenient for clinical use. With 3.79 as thecutoff point, we could accurately identify malignant and

    benign lesions. Therefore, the sonoelastographic strain

    index can be used as a supplementary measure for differ-entiating benign and malignant thyroid lesions.

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