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Karacavus S, Yılmaz B, Tasdemir A, Kayaaltı Ö, Kaya E, İçer S, Ayyıldız O. Can Laws Be a Potential PET Image Texture Analysis Approach for Evaluation of Tumor Heterogeneity and Histopathological Characteristics in NSCLC? J Digit Imaging 2019; 31:210-223. [PMID: 28685320 DOI: 10.1007/s10278-017-9992-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
We investigated the association between the textural features obtained from 18F-FDG images, metabolic parameters (SUVmax, SUVmean, MTV, TLG), and tumor histopathological characteristics (stage and Ki-67 proliferation index) in non-small cell lung cancer (NSCLC). The FDG-PET images of 67 patients with NSCLC were evaluated. MATLAB technical computing language was employed in the extraction of 137 features by using first order statistics (FOS), gray-level co-occurrence matrix (GLCM), gray-level run length matrix (GLRLM), and Laws' texture filters. Textural features and metabolic parameters were statistically analyzed in terms of good discrimination power between tumor stages, and selected features/parameters were used in the automatic classification by k-nearest neighbors (k-NN) and support vector machines (SVM). We showed that one textural feature (gray-level nonuniformity, GLN) obtained using GLRLM approach and nine textural features using Laws' approach were successful in discriminating all tumor stages, unlike metabolic parameters. There were significant correlations between Ki-67 index and some of the textural features computed using Laws' method (r = 0.6, p = 0.013). In terms of automatic classification of tumor stage, the accuracy was approximately 84% with k-NN classifier (k = 3) and SVM, using selected five features. Texture analysis of FDG-PET images has a potential to be an objective tool to assess tumor histopathological characteristics. The textural features obtained using Laws' approach could be useful in the discrimination of tumor stage.
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Research Support, Non-U.S. Gov't |
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Caglayan EK, Engin-Ustun Y, Sari N, Karacavus S, Seckin L, Kara M. Evaluation of bone density measurement in type 2 diabetic postmenopausal women with hypertension and hyperlipidemia. J Menopausal Med 2015; 21:36-40. [PMID: 26046036 PMCID: PMC4452812 DOI: 10.6118/jmm.2015.21.1.36] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2015] [Revised: 04/03/2015] [Accepted: 04/04/2015] [Indexed: 01/05/2023] Open
Abstract
Objectives The aim of the study was to compare bone mineral density (BMD) in healthy postmenopausal women to BMD in type 2 diabetic hypertensive postmenopausal women with hyperlipidemia. Methods Fifty type 2 diabetic and hypertensive postmenopausal women with hyperlipidemia and 51 age and body mass index (BMI) matched healthy postmenopausal women were included. Lumbar spine and femoral neck BMD were noted in both groups. BMD was measured using dual energy X-ray absorptiometry (DXA). Serum alkaline phosphatase (ALP), calcium and phosphorous were also measured. Pearson correlation coefficients were used to establish the relationship between various clinical characteristics. Results There were no significant differences between two groups in respect to lumbar and vertebral BMD values, age, BMI, gravidity, parity. Serum cholesterol and fasting glucose levels were significantly different between each groups (P = 0.0001, P = 0.002). Conclusion We found that, accompanying chronic diseases such as diabetes, hypertension and hyperlipidemia don't affect the BMD measurements at postmenopausal period. So these postmenopausal women don't have excess risk regarding osteoporosis.
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Karacavus S, Intepe YS. The role of Tc-99m DTPA aerosol scintigraphy in the differential diagnosis of COPD and asthma. CLINICAL RESPIRATORY JOURNAL 2014; 9:189-95. [PMID: 24520880 DOI: 10.1111/crj.12123] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 07/23/2013] [Revised: 01/04/2014] [Accepted: 02/06/2014] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Chronic obstructive lung disease (COPD) and asthma are characterized as similar to each other in causing airway obstruction and being an inflammatory process. The purpose of this study was to investigate whether technetium-99m diethylenetriaminepentaacetic acid ((99m) Tc-DTPA) aerosol scintigraphy could be used in the differential diagnosis of asthma and COPD. METHODS Eighty-four patients (male/female: 32/52; mean age 50.2 ± 12.7 years) with obstructive lung disease and 30 healthy volunteers as the control group were enrolled in the study. The patients were divided into two groups as COPD and asthma and also smoking subgroups. Alveolar clearance study was performed using a radiolabeled aerosol of (99m) Tc-DTPA. Mucociliary clearance was evaluated with T½ , cap value and penetration index parameters. All patient underwent pulmonary function tests and Forced expiratory volume (FEV1 ), forced vital capacity (FVC) and FEV1 /FVC parameters were obtained. RESULTS The mean of T½ values of (99m) Tc-DTPA aerosol and FEV1 /FVC value among spirometric tests of the nonsmoking COPD patients were significantly lower than nonsmoking asthma patients (46.1 ± 14.3, 62.3 ± 18.7, P = 0.02; 65.2 ± 10.8, 81.4 ± 16.5, P = 0.04, respectively). The cap value was significantly higher in nonsmoking COPD patients (1.21 ± 0.49, 0.76 ± 0.22, P = 0.03). While there were no statistically and significantly different between control and asthmatic groups at the scintigraphic parameters and spirometric parameters, the mean of T½ values, cap value and spirometric parameters were statistically different between control and COPD groups (P < 0.05). CONCLUSION We showed that assessment of mucociliary permeability with (99m) Tc-DTPA aerosol scintigraphy was a useful, easy to apply and a noninvasive technique to use in the differential diagnosis of nonsmoker COPD and asthma.
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Gundogdu F, Okur A, Atalay T, Tanik N, Karacavus S. Multiple vertebral metastasis with fluid-fluid level from a pleomorphic lobular breast carcinoma. Spine J 2016; 16:e303-4. [PMID: 26610673 DOI: 10.1016/j.spinee.2015.11.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2015] [Revised: 11/11/2015] [Accepted: 11/16/2015] [Indexed: 02/03/2023]
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Karacavus S, Celik A, Tutus A, Kula M, Oguzhan A, Kalay N. Can left ventricular parameters examined by gated myocardial perfusion scintigraphy and strain echocardiography be prognostic factors for major adverse cardiac events? HELLENIC JOURNAL OF NUCLEAR MEDICINE 2014; 17:10-11. [PMID: 24563875 DOI: 10.1967/s002449910112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Assessment of left ventricular (LV) function in patients with myocardial infarction (MI) provide useful diagnostic and prognostic information. Up to date, single photon emission tomography (SPET), positron emission tomography (PET), multidetector computed tomographic angiography, echocardiography (EC) and magnetic resonance imaging (MRI), have been used to examine LV parameters. However, due to limitations of some imaging methods, new studies are directed to improve myocardium function evaluation. In conclusion, SEC and GSPET can be applied to semi-quantitatively assess LVEF and regional wall motion abnormalities in a noninvasive manner. These techniques can provide strong diagnostic and prognostic information related to anterior myocardial infarction. In addition to this, nitrate enhanced GSPET allows to identify stunning and hibernating myocardium. New methods of reconstruction on GSPET systems will better improve image quality using lower count rates.
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Editorial |
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Tezcan MA, Ozsoy IE, Karacavus S, Karaman H. Accuracy of Metabolic Imaging-guided Transthoracic Biopsy in Lung Cancer. J Coll Physicians Surg Pak 2022; 32:152-156. [PMID: 35108782 DOI: 10.29271/jcpsp.2022.02.152] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 12/24/2021] [Indexed: 06/14/2023]
Abstract
OBJECTIVE To compare the detection of transthoracic tru-cut biopsy performed on metabolically active areas in positron emission tomography (PET) for the diagnosis of lung cancer, compared to only CT scan-guided biopsy. STUDY DESIGN Descriptive study. PLACE AND DURATION OF STUDY Department of Thoracic Surgery, Kayseri City Training and Research Hospital, Turkey, between December 2020 to June 2021. METHODOLOGY Patients of suspected lung cancer with pre-transthoracic biopsy chest computerised tomography and without positron emission tomography were included in Group A; while, patients with both and positron emission tomography chest computerised tomography were included in Group B. Based on the CT findings of the patients in Group A, a biopsy was obtained from the most appropriate place. The patients in Group B were evaluated by a nuclear medicine specialist and the place with the highest maximum standardised uptake value before the biopsy was marked and the area to be biopsied was determined. RESULTS The malignancy detection rate was significantly higher in Group B (48/50 patients, 96%) than in Group A (36/50 patients, 72%, p=0.001). Two lesions in the Group B (4 %) and 14 lesions in the Group A (28 %) were found to give benign results (p=0.001). Biopsy was repeated in one patient of Group B, and in five patients of Group A due to an initial negative diagnosis. The sensitivity of PET/CT in predicting malignant tumor was 96%, with the positive predictive value (PPV) of 98.0%; while the sensitivity of CT was 74.5%, with PPV of 82%. CONCLUSION Transthoracic biopsies taken by considering metabolically active areas of the mass in positron emission tomography-guided can both increase diagnosis rate and reduce the complication rate by preventing repeated biopsies. Key Words: Transthoracic biopsy, PET/CT, Metabolic active lesion, Malignant tumor.
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Celik A, Kalay N, Korkmaz H, Dogdu O, Sahin O, Elcik D, Karacavus S, Dogan A, Inanc T, Ozdogru I, Oguzhan A, Topsakal R. Short-Term Left Ventricular Remodeling After Revascularization in Subacute Total and Subtotal Occlusion With the Infarct-Related Left Anterior Descending Artery. Cardiol Res 2011; 2:229-235. [PMID: 28357011 PMCID: PMC5358283 DOI: 10.4021/cr83w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/25/2011] [Indexed: 01/20/2023] Open
Abstract
Background Large randomized studies revealed that percutaneous coronary intervention has no clinical benefit in patients with total occlusion. The purpose of this study is to evaluate left ventricular remodelling after PCI for total and subtotal infarct-related left anterior desending artery in stable patients who have not received trombolytic theraphy. Methods Sixty stable patients with subacute anterior myocardial infarction who have total or subtotal occlusion in the infarct-related left anterior descending artery were enrolled the study (20 patient in the total-medical group, 20 patient in the total-PCI group and 20 patient in the subtotal-PCI group). All patients’ left ventricular diameters, volumes and ejection fractions measured at admission and after a month. Results The necrotic segment number in scintigraphy were similar in three groups. In the total-PCI group, there were significant increases in left ventricular diastolic diameter, left ventricular end-diastolic volume and left ventricular end-systolic volume at first month. A borderline significant increase was observed in LVEDV in the total-medical group at first month. No significant difference was seen in all echocardiographic parameters in the subtotal-PCI group at a month after discharge. The percentage of increase in LVEDV was significantly higher and the percentage of increase in LVESV was borderline significantly higher in the total-PCI group than the other groups. Conclusions In stable patients, PCI for total occlusion in the subacute phase of anterior MI causes an increase in LV remodeling. Nevertheless PCI for subtotal occlusion in the subacute phase of anterior MI may prevent LV remodeling.
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Sarikaya S, Sahin S, Akyol L, Borekci E, Yilmaz YK, Altunkas F, Karaman K, Karacavus S, Erbay AR. Mean platelet volume is associated with myocardial perfusion defect in diabetic patients. Cardiovasc J Afr 2014; 25:110-3. [PMID: 25000440 PMCID: PMC4120130 DOI: 10.5830/cvja-2014-013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2013] [Accepted: 03/14/2014] [Indexed: 11/06/2022] Open
Abstract
Aim Our aim was to evaluate whether there was a relationship between mean platelet volume and myocardial perfusion defect in diabetic patients using myocardial perfusion imaging. Method Forty-four diabetic patients with myocardial perfusion defect (group 1) and 44 diabetic patients without myocardial perfusion defect (group 2), matched for age and gender, were retrospectively examined. Levels of mean platelet volume (MPV) in the two groups were assessed. Results MPV was higher in group 1 than group 2 patients (8.76 ± 0.76 and 8.25 ± 0.78 fl), respectively, p = 0.003). Levels of glucose, triglycerides (TG), total cholesterol (TC), low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, haemoglobin (Hb) and glycosylated haemoglobin (HbA1c), and body mass index (BMI) in the two groups were not statistically significantly different. Multivariate logistic regression analyses showed that MPV was the only variable independently associated with myocardial perfusion defects (OR: 2.401, 95% CI: 1.298–4.440, p = 0.013). Conclusion This study showed that higher MPV was associated with myocardial perfusion defects. Higher MPV in diabetic patients was independently related to myocardial perfusion defects and may be an indicator of myocardial ischaemia.
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Dogan E, Disli SY, Asik E, Karacavus S, Ozdemir F. Does FDG PETCT have a predictive value for neoadjuvant chemotherapy response in nonmetastatic breast cancer? Ir J Med Sci 2025; 194:31-36. [PMID: 39692805 PMCID: PMC11861227 DOI: 10.1007/s11845-024-03856-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Accepted: 12/09/2024] [Indexed: 12/19/2024]
Abstract
BACKGROUND A pathological complete response (pCR) rate after neoadjuvant chemotherapy (NAC) is important for the prognosis of early-stage breast cancer. The prediction of an NAC response plays a key role in managing neoadjuvant treatment. AIMS The aim of this study is to investigate the predictive value of the baseline PETCT FDG (F-18 fluoro-deoxy-glucose (FDG) positron emission tomography/computed tomography) SUVmax (the maximum standardized uptake value) for pCR after NAC in early-stage breast cancer. METHODS The patients who performed PETCT before NAC were included in this retrospective study. The basal PETCT SUVmax values were divided into two categories based on the cutoff points of ≥ 8.77 or < 8.77, namely the low SUV max group and the high SUV max group. These two groups were compared according to the general characteristics. The impact of the PETCT SUVmax values on pCR was determined with logistic regression analyses. RESULTS One hundred forty-eight patients who performed PETCT before NAC were included in this retrospective study. Eighty-one patients were in the low SUV max group and 67 patients were in the high SUVmax group. The pCR trended toward a higher rate in the high SUVmax group than in low SUVmax group but it was not statistically significant (p = 0.052). The baseline PETCT SUVmax value was an independent predictive factor for pCR. (p = 0.025). CONCLUSION PETCT SUVmax may be a factor for the predicting complete response to neoadjuvant treatment in early-stage breast cancer.
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Erkoc MF, Okur A, Kara M, Caglayan E, Serin HI, Erturk SM, Gundogdu F, Karacavus S. Hepatic vein and portal vein Doppler ultrasound of maternal liver in normal pregnancy. J Matern Fetal Neonatal Med 2015; 29:2857-60. [PMID: 26465196 DOI: 10.3109/14767058.2015.1107718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
OBJECTIVE The purpose of our study was to evaluate the changes occurring in maximum flow velocity and waveform patterns of the portal and hepatic veins during pregnancy in second and third trimesters. METHODS A total of 204 patients were randomly divided into the study and control groups. The control group was classified as group I; the study group was divided into two groups: group II, second trimester pregnancy (14-26 weeks, n = 91) and group III, third trimester pregnancy (26-40 weeks, n = 63). Vein waveforms were classified as triphasic, biphasic and monophasic. RESULTS Maximum flow velocities of both right hepatic vein and main portal veins were lower in group III compared with group I and group II (p < 0.05). On the basis of hepatic vein and portal vein waveforms, the incidence of biphasic pattern was prominent in group II (p < 0.05) whereas the monophasic pattern was prominent in group III (p < 0.05). CONCLUSION The results demonstrate that as gestational age progresses, maximum flow velocities of both right hepatic vein and main portal veins intend to be decreased with an increased incidence of monophasic wave form pattern, and may be accepted as sensitive parameters of indicators of physiological adaptations related to pregnancy.
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Ikizceli T, Karacavus S, Erbay H, Yurttakal A. Discrimination of Malignant and Benign Breast Masses Using Computer-Aided Diagnosis from Dynamic Contrast-Enhanced Magnetic Resonance. HASEKI TIP BÜLTENI 2021. [DOI: 10.4274/haseki.galenos.2021.6819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
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Korkmaz M, Karaaslan F, Erdogan Y, Bolat E, Karacavus S, Kizilkaya H, Gunaydin I. Efficacy of treatment with glucosamine sulfate in patients with knee effusion due to osteoarthritis. Pak J Med Sci 2013; 29:847-50. [PMID: 24353641 PMCID: PMC3809302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2013] [Revised: 04/27/2013] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE Evaluation of anti-inflammatory effect of Glucosamine sulfate (GS) versus diclofenac sodium (DS) in effusion of osteoarthritic knees. METHODOLOGY In this study, patients were included in this study from 2007-2010 based on American College of Rheumatology criteria with OA and physical examination in effusion of osteoarthritic knees. The patients were divided into two groups. First group (27 patients) DS was given in doses 75 mg twice daily for ten day. In the group II (25 patients) GS was used in doses of 1500 mg two times daily over the first 12 weeks of the study. A closed aspiration was performed. The knee circumference was measured in patients before and 12 week after treatment. Before and after 12 weeks of treatments, both groups of patients were assessed according to the WOMAC questionnaire of knee pain and function scores. RESULTS Comparison of knee mean circumference between the two groups was not statistically significant before treatment (p=0.938), but significant after treatment (p<0.001). At the end of the 12 week, there was 66.6% complete resolution of effusion in the DS group (18 patients) and 24.0% (6 patients) in the GS group, this was statistically significant (P<0.001). DS groups, results of the beginning and at the end of 12 week measurement showed significant differences in WOMAC pain mean score (P < 0.001) but GS groups not statistically significant (P=0.160). The WOMAC function mean scores in pre and post-treatment periods of follow-up showed significant variation between the two groups (P< 0.001, P<0.001). CONCLUSIONS Our observations suggest that GS is not able to suppress the progression of adjuvant arthritis in OA with effusion of knee osteoarthritis. GS should not be expected as anti-inflammatory influence as DF in the treatment of OA-related effusion.
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Karacavus S, Ede H, Sarikaya S, Delibas N, Kaya E, Erbay AR. The importance of the incidental thyroid gland uptake during Tc-99m MIBI myocardial perfusion scintigraphy. EUROPEAN REVIEW FOR MEDICAL AND PHARMACOLOGICAL SCIENCES 2015; 19:2781-2785. [PMID: 26241530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
OBJECTIVE The purpose of study was to investigate whether incidental thyroid gland uptake had an important during Tc-99m sestamibi (MIBI) myocardial perfusion scintigraphy (SPECT). PATIENTS AND METHODS In the presented study, 968 consecutive patients were evaluated for the presence or absence of thyroid gland uptake in the raw data of the Tc-99m MIBI SPECT. All of the patients had thyroid gland uptake of the Tc-99m MIBI underwent laboratory evaluation of thyroid function, ultrasonographic imaging, and hystopathological examination. RESULTS The thyroid gland uptake was detected in 14 of 968 (1.4%) consecutive patients during the evaluation of raw images of Tc-99m MIBI SPECT studies. Among these 14 patients, 4 had subacute thyroiditis, 7 multinodular goiter, 3 Graves disease by ultrasonographic imaging and hystopathological examination. TSH levels of all of these patients were < 0.01 U/ml. CONCLUSIONS Tc-99m MIBI uptake by thyroid gland has been explained with associated clinical thyrotoxicosis. Although the primary goal of myocardial perfusion imaging is the evaluation of myocardial perfusion, the interpretation of myocardial perfusion imaging should not be limited to the heart. Because, it is possible to observe extracardiac radioactivity accumulation, which may then lead to the diagnosis of a noncardiac disease during this detailed examination.
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Karacavus S, Celik A, Tutus A, Kula M, Oguzhan A, Ozdogru I, Kalay N. A Comparison between Quantitative Gated Myocardial Perfusion Scintigraphy and Strain Echocardiography as Indicators of Ventricular Functions in Patients with Anterior Myocardial Infarction. World J Nucl Med 2014; 13:184-9. [PMID: 25538490 PMCID: PMC4262877 DOI: 10.4103/1450-1147.144819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
The purpose of this study is to compare the strain echocardiographic and scintigraphic parameters for evaluating of the left ventricular (LV) functions in patients with anterior myocardial infarction (MI). Fifty-four patients (male/female: 36/18; mean age 62 ± 13 years) with anterior MI were prospectively enrolled. All patients were performed gated myocardial perfusion scintigraphy gated single-photon emission computed tomography (GSPECT) and echocardiography (EC). GSPECT data were processed and analyzed using 4D-MSPECT (4DM, Invia Medical Imaging Solutions, Ann Arbor, MI, USA). The echocardiographic strain (S) and strain rate (SR) values were calculated. The results obtained by these techniques were compared each other. A total of 918 segments of LV wall were evaluated. In all patients, 385 segments were automatically scored as normokinetic, 206 as hypokinetic, 122 as akinetic, 205 as dyskinetic and 300 as normal thickening, 348 as decrease thickening and 270 as no thickening. The means of S and SR values in thickening and motion score groups according to GSPECT were statistically different from each other (P < 0.001). There was a negative significant correlation between LV wall thickening sum score and S and SR and between LV wall motion sum score and S and SR (P < 0.001). There was a good correlation between GSPECT and echocardiographic LV-ejection fraction (r = 0.7, P < 0.001). GSPECT and strain EC are similar in quantitative grading of the severity of regional and global myocardial dysfunction in patients with anterior MI and these techniques provide valuable diagnostic information.
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