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1.
Cancer Control ; 30: 10732748231160991, 2023.
Article in English | MEDLINE | ID: mdl-36866691

ABSTRACT

INTRODUCTION: Using mammographic density as a significant biomarker for predicting prognosis in adjuvant hormone therapy patients is controversial due to the conflicting results of recent studies. This study aimed to evaluate hormone therapy-induced mammographic density reduction and its association with prognosis in Taiwanese patients. METHODS: In this retrospective study, 1941 patients with breast cancer were screened, and 399 patients with estrogen receptor-positive breast cancer who received adjuvant hormone therapy were enrolled. The mammographic density was measured using a fully automatic estimation procedure based on full-field digital mammography. The prognosis included relapse and metastasis during treatment follow-up. The Kaplan-Meier method and Cox proportional hazards model were used for disease-free survival analysis. RESULTS: A mammographic density reduction rate >20.8%, measured preoperatively and after receiving hormone therapy from 12-18 months, was a significant threshold for predicting prognosis in patients with breast cancer. The disease-free survival rate was significantly higher in patients whose mammographic density reduction rate was >20.8% (P = .048). CONCLUSION: This study's findings could help estimate the prognosis for patients with breast cancer and may improve the quality of adjuvant hormone therapy after enlarging the study cohort in the future.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/drug therapy , Breast Density , Retrospective Studies , Neoplasm Recurrence, Local , Prognosis
2.
World J Surg Oncol ; 20(1): 45, 2022 Feb 23.
Article in English | MEDLINE | ID: mdl-35193599

ABSTRACT

BACKGROUND: We hypothesized that different BMI might have different impact on pre-operative MRI axillary lymph node (ALN) prediction accuracy and thereby subsequent surgical lymph node management. The aim of this study is to evaluate the effect of BMI on presentation, surgical treatment, and MRI performance characteristics of breast cancer with the main focus on ALN metastasis evaluation. METHODS: The medical records of patients with primary invasive breast cancer who had pre-operative breast MRI and underwent surgical resection were retrospectively reviewed. They were categorized into 3 groups in this study: underweight (BMI < 18.5), normal (BMI of 18.5 to 24), and overweight (BMI > 24). Patients' characteristics, surgical management, and MRI performance for axillary evaluation between the 3 groups were compared. RESULTS: A total of 2084 invasive breast cancer patients with a mean age of 53.4 ± 11.2 years were included. Overweight women had a higher rate of breast conserving surgery (56.7% vs. 54.5% and 52.1%) and initial axillary lymph node dissection (15.9% vs. 12.2% and 8.5%) if compared to normal and underweight women. Although the post-operative ALN positive rates were similar between the 3 groups, overweight women were significantly found to have more axillary metastasis on MRI compared with normal and underweight women (50.2% vs 37.7% and 18.3%). There was lower accuracy in terms of MRI prediction in overweight women (65.1%) than in normal and underweight women (67.8% and 76.1%). CONCLUSION: Our findings suggest that BMI may influence the diagnostic performance on MRI on ALN involvement and the surgical management of the axilla in overweight to obese women with breast cancer.


Subject(s)
Breast Neoplasms , Adult , Axilla/pathology , Body Mass Index , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Female , Humans , Lymph Node Excision , Lymph Nodes/diagnostic imaging , Lymph Nodes/pathology , Lymph Nodes/surgery , Magnetic Resonance Imaging , Middle Aged , Retrospective Studies , Sentinel Lymph Node Biopsy
3.
World J Surg Oncol ; 19(1): 263, 2021 Sep 01.
Article in English | MEDLINE | ID: mdl-34470633

ABSTRACT

BACKGROUND: The optimal axillary lymph node (ALN) management strategy in patients diagnosed with ductal carcinoma in situ (DCIS) preoperatively remains controversial. The value of breast magnetic resonance imaging (MRI) to predict ALN metastasis pre-operative DCIS patients was evaluated. METHODS: Patients with primary DCIS with or without pre-operative breast MRI evaluation and underwent breast surgery were recruited from single institution. The value of breast MRI for ALN evaluation, predictors of breast and ALN surgeries, upgrade from DCIS to invasive cancer, and ALN metastasis were analyzed. RESULTS: A total of 682 cases with pre-operative diagnosis of DCIS were enrolled in current study. The rate of upgrade to invasive cancer were found in 34.2% of specimen, and this upgrade rate is 23% for patients who received breast conserving surgery and 40.7% for mastectomy (p < 0.01). Large pre-operative imaging tumor size and post-operative invasive component were risk factors to ALN metastasis. Breast MRI had 53.8% sensitivity, 77.8% specificity, 14.9% positive predictive value, 95.9% negative predictive value (NPV), and 76.2% accuracy to predict ALN metastasis in pre-OP DCIS patients. In MRI node-negative breast cancer patients with MRI tumor size < 3 cm, the NPV was 96.4%, and all these false-negative cases were N1. Pre-OP diagnosed DCIS patients with MRI tumor size < 3 cm and node negative suitable for BCS could safely omit SLNB if whole breast radiotherapy is to be performed. CONCLUSION: Breast MRI had high NPV to predict ALN metastasis in pre-OP DCIS patients, which is useful and could be provided as shared decision-making reference.


Subject(s)
Breast Neoplasms , Carcinoma, Ductal, Breast , Carcinoma, Intraductal, Noninfiltrating , Axilla , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Carcinoma, Ductal, Breast/diagnostic imaging , Carcinoma, Ductal, Breast/surgery , Carcinoma, Intraductal, Noninfiltrating/diagnostic imaging , Carcinoma, Intraductal, Noninfiltrating/surgery , Female , Humans , Lymph Nodes/diagnostic imaging , Lymph Nodes/surgery , Magnetic Resonance Imaging , Mastectomy , Prognosis , Retrospective Studies , Sentinel Lymph Node Biopsy
4.
J Digit Imaging ; 32(5): 713-727, 2019 10.
Article in English | MEDLINE | ID: mdl-30877406

ABSTRACT

The shape and contour of the lesion are shown to be effective features for physicians to identify breast tumor as benign or malignant. The region of the lesion is usually manually created by the physician according to their clinical experience; therefore, contouring tumors on breast magnetic resonance imaging (MRI) is difficult and time-consuming. For this purpose, an automatic contouring method for breast tumors was developed for less burden in the analysis and to decrease the observed bias to help in making decisions clinically. In this study, a multiview segmentation method for detecting and contouring breast tumors in MRI was represented. The preprocessing of the proposed method reduces any amount of noises but preserves the shape and contrast of the breast tumor. The two-dimensional (2D) level-set segmentation method extracts contours of breast tumors from the transverse, coronal, and sagittal planes. The obtained contours are further utilized to generate appropriate three-dimensional (3D) contours. Twenty breast tumor cases were evaluated and the simulation results show that the proposed contouring method was an efficient method for delineating 3D contours of breast tumors in MRI.


Subject(s)
Breast Neoplasms/diagnostic imaging , Image Interpretation, Computer-Assisted/methods , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging/methods , Breast/diagnostic imaging , Female , Humans
5.
J Surg Res ; 231: 290-296, 2018 11.
Article in English | MEDLINE | ID: mdl-30278942

ABSTRACT

BACKGROUND: Nipple-sparing mastectomy (NSM) is an increasingly popular alternative to more traditional mastectomy approaches. However, estimating the implant volume during direct-to-implant (DTI) reconstruction following NSM is difficult for surgeons with little-to-moderate experience. We aimed to provide a fast, easy to use, and accurate method to aid in the estimation of implant size for DTI reconstruction using the specimen weight and breast volume. METHODS: A retrospective analysis was performed using data from 145 NSM patients with specific implant types. Standard two-dimensional digital mammograms were obtained in 118 of the patients. Breast morphological factors (specimen weight, mammographic breast density and volume, and implant size and type) were recorded. Curve-fitting and linear regression models were used to develop formulas predicting the implant volume, and the prediction performance of the obtained formulas was evaluated using the prospective data set. RESULTS: Two formulas to estimate the implant size were obtained, one using the specimen weight and one using the breast volume. The coefficients of correlation (R2) in these formulas were over 0.98 and the root mean squared errors were approximately 13. CONCLUSIONS: These implant volume estimate formulas benefit surgeons by providing a preoperative implant volume assessment in DTI reconstruction using the breast volume and an intraoperative assessment using the specimen weight. The implant size estimation formulas obtained in the present study may be applied in a majority of patients.


Subject(s)
Breast Implantation , Breast Implants , Mastectomy, Subcutaneous , Models, Statistical , Adult , Aged , Algorithms , Breast/anatomy & histology , Female , Humans , Middle Aged , Organ Size , Retrospective Studies
6.
J Ultrasound Med ; 36(5): 887-900, 2017 May.
Article in English | MEDLINE | ID: mdl-28109009

ABSTRACT

OBJECTIVES: Strategies are needed for the identification of a poor response to treatment and determination of appropriate chemotherapy strategies for patients in the early stages of neoadjuvant chemotherapy for breast cancer. We hypothesize that power Doppler ultrasound imaging can provide useful information on predicting response to neoadjuvant chemotherapy. METHODS: The solid directional flow of vessels in breast tumors was used as a marker of pathologic complete responses (pCR) in patients undergoing neoadjuvant chemotherapy. Thirty-one breast cancer patients who received neoadjuvant chemotherapy and had tumors of 2 to 5 cm were recruited. Three-dimensional power Doppler ultrasound with high-definition flow imaging technology was used to acquire the indices of tumor blood flow/volume, and the chemotherapy response prediction was established, followed by support vector machine classification. RESULTS: The accuracy of pCR prediction before the first chemotherapy treatment was 83.87% (area under the ROC curve [AUC] = 0.6957). After the second chemotherapy treatment, the accuracy of was 87.9% (AUC = 0.756). Trend analysis showed that good and poor responders exhibited different trends in vascular flow during chemotherapy. CONCLUSIONS: This preliminary study demonstrates the feasibility of using the vascular flow in breast tumors to predict chemotherapeutic efficacy.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/drug therapy , Imaging, Three-Dimensional/methods , Neoadjuvant Therapy/methods , Ultrasonography, Doppler/methods , Adult , Aged , Aged, 80 and over , Breast/blood supply , Breast/diagnostic imaging , Breast Neoplasms/blood supply , Chemotherapy, Adjuvant , Female , Humans , Middle Aged , Predictive Value of Tests , Reproducibility of Results , Retrospective Studies , Treatment Outcome
7.
Ann Surg Oncol ; 22(12): 3816-23, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25707494

ABSTRACT

BACKGROUND: In order to effectively treat patients with breast cancer, it is important to know the precise tumor size. We compared the rates of concordance of magnetic resonance imaging (MRI)-derived and sonography-derived breast cancer tumor size with histopathologically determined tumor size. METHODS: Accuracy of MRI and sonography in establishing tumor size was evaluated by comparing preoperative images with postoperative pathologic findings. The accuracy of MRI and sonography was graded as concordance, underestimation, or overestimation and was compared in different subgroups. RESULTS: A total of 682 patients comprised the study cohort. Mean tumor size was 3.64 ± 1.8 cm via MRI, 2.12 ± 1.0 cm via sonography, and 2.78 ± 1.7 cm via pathologic examination. The difference between breast sonography and MRI to pathologic tumor field size was -0.68 ± 1.4, and 0.85 ± 1.25 cm, respectively (P < 0.001). Sonography had a concordance rate of 54.3 %, an overestimated rate of 9.8 %, and an underestimated rate of 35.9 %. For MRI, the concordance rate was 44.1 %, the overestimated rate was 52.5 %, and the underestimated rate was 3.4 %. In subgroup analysis, breast MRI had a higher concordance rate in patients with T3 (>5 cm) lesions. When the results of MRI and sonography were considered together, the concordance rate increased from 54.3 to 62.2 %. CONCLUSION: MRI tends to overestimate the actual tumor size, while sonography frequently underestimates it. Combined sonography and MRI increases the accuracy of tumor size prediction.


Subject(s)
Breast Neoplasms/diagnosis , Carcinoma, Ductal, Breast/diagnosis , Carcinoma, Intraductal, Noninfiltrating/diagnosis , Carcinoma, Lobular/diagnosis , Magnetic Resonance Imaging , Tumor Burden , Adult , Aged , Aged, 80 and over , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Breast Neoplasms, Male/diagnosis , Breast Neoplasms, Male/diagnostic imaging , Breast Neoplasms, Male/pathology , Breast Neoplasms, Male/surgery , Carcinoma, Ductal, Breast/diagnostic imaging , Carcinoma, Ductal, Breast/pathology , Carcinoma, Ductal, Breast/surgery , Carcinoma, Intraductal, Noninfiltrating/pathology , Carcinoma, Intraductal, Noninfiltrating/surgery , Carcinoma, Intraductal, Noninfiltrating/ultrastructure , Carcinoma, Lobular/diagnostic imaging , Carcinoma, Lobular/pathology , Carcinoma, Lobular/surgery , Female , Humans , Male , Middle Aged , Retrospective Studies , Ultrasonography , Young Adult
8.
Med Sci Monit ; 20: 577-81, 2014 Apr 08.
Article in English | MEDLINE | ID: mdl-24714517

ABSTRACT

BACKGROUND: Axillary lymph nodes (ALN) are the most commonly involved site of disease in breast cancer that has spread outside the primary lesion. Although sentinel node biopsy is a reliable way to manage ALN, there are still no good methods of predicting ALN status before surgery. Since morbidity in breast cancer surgery is predominantly related to ALN dissection, predictive models for lymph node involvement may provide a way to alert the surgeon in subgroups of patients. MATERIAL AND METHODS: A total of 1325 invasive breast cancer patients were analyzed using tumor biological parameters that included age, tumor size, grade, estrogen receptor, progesterone receptor, lymphovascular invasion, and HER2, to test their ability to predict ALN involvement. A support vector machine (SVM) was used as a classification model. The SVM is a machine-learning system developed using statistical learning theories to classify data points into 2 classes. Notably, SVM models have been applied in bioinformatics. RESULTS: The SVM model correctly predicted ALN metastases in 74.7% of patients using tumor biological parameters. The predictive ability of luminal A, luminal B, triple negative, and HER2 subtypes using subgroup analysis showed no difference, and this predictive performance was inferior, with only 60% accuracy. CONCLUSIONS: With an SVM model based on clinical pathologic parameters obtained in the primary tumor, it is possible to predict ALN status in order to alert the surgeon about breast cancer counseling and in decision-making for ALN management.


Subject(s)
Axilla/pathology , Breast Neoplasms/pathology , Lymph Nodes/pathology , Lymphatic Metastasis/diagnosis , Female , Humans , Lymphatic Metastasis/pathology , Middle Aged , Prognosis , ROC Curve , Support Vector Machine
9.
Diagnostics (Basel) ; 14(10)2024 May 16.
Article in English | MEDLINE | ID: mdl-38786329

ABSTRACT

BACKGROUND: The assessment information of tumor margins is extremely important for the success of the breast cancer surgery and whether the patient undergoes a second operation. However, conducting surgical margin assessments is a time-consuming task that requires pathology-related skills and equipment, and often cannot be provided in a timely manner. To address this challenge, digital breast tomosynthesis technology was utilized to generate detailed cross-sectional images of the breast tissue and integrate deep learning algorithms for image segmentation, achieving an assessment of tumor margins during surgery. METHODS: this study utilized post-operative tissue samples from 46 patients who underwent breast-conserving treatment, and generated image sets using digital breast tomosynthesis for the training and evaluation of deep learning models. RESULTS: Deep learning algorithms effectively identifying the tumor area. They achieved a Mean Intersection over Union (MIoU) of 0.91, global accuracy of 99%, weighted IoU of 44%, precision of 98%, recall of 83%, F1 score of 89%, and dice coefficient of 93% on the training dataset; for the testing dataset, MIoU was at 83%, global accuracy at 97%, weighted IoU at 38%, precision at 87%, recall rate at 69%, F1 score at 76%, dice coefficient at 86%. CONCLUSIONS: The initial evaluation suggests that the deep learning-based image segmentation method is highly accurate in measuring breast tumor margins. This helps provide information related to tumor margins during surgery, and by using different datasets, this research method can also be applied to the surgical margin assessment of various types of tumors.

10.
Breast Cancer ; 30(6): 976-985, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37500823

ABSTRACT

BACKGROUND: The value and utility of axillary lymph node (ALN) evaluation with MRI in breast cancer were not clear for various intrinsic subtypes. The aim of the current study is to test the potential of combining breast MRI and clinicopathologic factors to identify low-risk groups of ALN metastasis and improve diagnostic performance. MATERIAL AND METHODS: Patients with primary operable invasive breast cancer with pre-operative breast MRI and post-operative pathologic reports were retrospectively collected from January 2009 to December 2021 in a single institute. The concordance of MRI and pathology of ALN status were determined, and also analyzed in different intrinsic subtypes. A stepwise strategy was designed to improve MRI-negative predictive value (NPV) on ALN metastasis. RESULTS: 2473 patients were enrolled. The diagnostic performance of MRI in detecting metastatic ALN was significantly different between intrinsic subtypes (p = 0.007). Multivariate analysis identified tumor size and histologic type as independent predictive factors of ALN metastases. Patients with HER-2 (MRI tumor size ≤ 2 cm), or TNBC (MRI tumor size ≤ 2 cm) were found to have MRI-ALN-NPV higher than 90%, and these false cases were limited to low axillary tumor burden. CONCLUSION: The diagnostic performance of MRI to predict ALN metastasis varied according to the intrinsic subtype. Combined pre-operative clinicopathologic factors and intrinsic subtypes may increase ALN MRI NPV, and further identify some groups of patients with low risks of ALN metastasis, high NPV, and low burdens of axillary disease even in false-negative cases.


Subject(s)
Breast Neoplasms , Humans , Female , Lymphatic Metastasis/diagnostic imaging , Lymphatic Metastasis/pathology , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Breast Neoplasms/pathology , Predictive Value of Tests , Retrospective Studies , Lymph Nodes/diagnostic imaging , Lymph Nodes/surgery , Lymph Nodes/pathology , Magnetic Resonance Imaging , Axilla/pathology , Sentinel Lymph Node Biopsy/methods
11.
J Clin Ultrasound ; 40(1): 1-6, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22086841

ABSTRACT

PURPOSE: Speckle reduction imaging (SRI) is a newly developed technique in ultrasound examination. This study aimed to compare the diagnostic performance of SRI and non-SRI breast ultrasound examinations by using a morphology-based computer-aided diagnostic system. METHODS: One hundred ten patients with pathologically proven breast lesions were enrolled consecutively from April 2008 to October 2008. SRI and non-SRI ultrasound images were both obtained at the same examination for each patient. The regions of interest were manually sketched by an experienced physician without histological information. Nineteen practical morphologic features from the extracted contour were calculated and a support vector machine classifier identified the breast tumor as benign or malignant. Conventional binomial receiver operating characteristics curve analysis was used to represent the diagnostic performance of both SRI and non-SRI. RESULTS: Between SRI and non-SRI methods, there were no significant differences in the area under the receiver operating characteristics curve (Az value: 0.82 versus 0.81), the sensitivity (78.9% versus 84.2%), and the specificity (73.6% versus 70.8%). CONCLUSIONS: Based on the morphology study, the performance of breast ultrasound in characterizing the solid breast mass as benign or malignant was not significantly improved with SRI.


Subject(s)
Breast Neoplasms/diagnostic imaging , Image Enhancement/methods , Image Interpretation, Computer-Assisted , Ultrasonography, Mammary/methods , Breast Neoplasms/pathology , Female , Humans , Predictive Value of Tests , ROC Curve , Sensitivity and Specificity
12.
Diagnostics (Basel) ; 13(1)2022 Dec 22.
Article in English | MEDLINE | ID: mdl-36611326

ABSTRACT

The primary splenic lymphoma is extremely uncommon with an incidence rate of <1% of all the lymphomas under the strict criteria for diagnosis expounded by Das Gupta et al. Clinical presentations of nonspecific symptoms are weight loss, weakness, fever, and left upper quadrant pain or discomfort due to enlarged spleen. Abdominal ultrasound and CT are the most widely used imaging modality for the assessment of lymphoma. The imaged features of splenic lymphoma are nonspecific; typical lymphoma presents as a diffusely enlarged spleen. The abdominal CT scan in our case showed a large cystic splenic mass measuring 14 cm without enhancement after contrast medium. Lymphoma is often described as an aggressive tumor because its rapid doubling time can quickly increase the size of a tumor. In our case, the tumor grew to more than 100 times its original size in 4 months. So, we present this unusual rapid growth of primary splenic lymphoma.

13.
J Magn Reson Imaging ; 33(3): 625-32, 2011 Mar.
Article in English | MEDLINE | ID: mdl-21563246

ABSTRACT

PURPOSE: To evaluate the utility of gadoxetic acid-enhanced hepatocyte-phase magnetic resonance imaging (MRI) in characterization of T1-weighted hyperintense nodules within cirrhotic liver. MATERIALS AND METHODS: This retrospective study was approved by our Institutional Review Board. Thirty-four nodules hyperintense in unenhanced T1-weighted MRI with histopathological confirmation from a collection of 19 patients were included. Tumor size, signal intensity on T1-weighted, and T2-weighted imaging as well as enhancement patterns on contrast-enhanced dynamic/hepatocyte-phase imaging were recorded. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic performance of hepatocyte-phase imaging. RESULTS: Evaluation of the nodules with standard of reference revealed 15 dysplastic nodules (DN), seven well-differentiated hepatocellular carcinomas (wHCC), and 12 moderately differentiated HCCs (mHCC). The mean size of dysplastic nodules was smaller than that of HCCs (P < 0.001). Using the HCC criteria (T2W or arterial enhancement followed with portal venous washout), 11/19 HCC were correctly characterized. Using solely hypointensity (compared to the surrounding liver parenchyma) during the hepatocyte phase as the criterion, 18/19 HCC were correctly characterized. There were seven additional HCCs diagnosed with hepatocyte-phase imaging (P = 0.02). CONCLUSION: Gadoxetic acid-enhanced MRI with hepatocyte-phase imaging is superior to gadoxetic acid-enhanced MRI with conventional criteria alone in characterization of T1W hyperintense nodules.


Subject(s)
Gadolinium DTPA/pharmacology , Hepatocytes/pathology , Magnetic Resonance Imaging/methods , Biopsy , Cell Differentiation , Contrast Media/pharmacology , Diagnostic Imaging/methods , Female , Humans , Liver/pathology , Liver Neoplasms/pathology , Male , Middle Aged , ROC Curve , Retrospective Studies , Sensitivity and Specificity
14.
PLoS One ; 16(11): e0260093, 2021.
Article in English | MEDLINE | ID: mdl-34793522

ABSTRACT

BACKGROUND: Women with unilateral breast cancer are at an increased risk for the development of contralateral breast cancers. We hypothesis that combined breast MRI would detect more contralateral synchronous breast cancer than conventional imaging alone, and resulted in less contralateral metachronous breast cancer during follow-up. METHODS: We retrospectively collected two groups of breast cancer patients diagnosed from 2009 to 2013 for evaluating the effectiveness and value of adding pre-operative breast MRI to conventional breast images (mammography and sonography) for detection of contralateral synchronous breast cancer. The new metachronous contralateral breast cancer diagnosed during follow-up was prospectively evaluated and compared. RESULTS: Group A (n = 733) comprised patients who underwent conventional preoperative imaging and group B (n = 735) combined with MRI were enrolled and compared. Seventy (9.5%) of the group B patients were found to have contralateral lesions detected by breast MRI, and 65.7% of these lesions only visible with MRI. The positive predictive value of breast MRI detected contralateral lesions was 48.8%. With the addition of breast MRI to conventional imaging studies, more surgical excisions were performed in contralateral breasts (6% (44/735) versus 1.4% (10/733), P< 0.01), more synchronous contralateral breast cancer detected (2.9% (21/735) versus 1.1% (8/733), P = 0.02), and resulted in numerical less (2.2% (16/714) versus 3% (22/725), p = 0.3) metachronous contralateral breast cancer during a mean follow-up of 102 months. CONCLUSIONS: Our study provides useful estimates of the pre-operative breast MRI for the increased detection of contralateral synchronous breast cancer and less subsequent contralateral metachronous breast cancer.


Subject(s)
Breast Neoplasms/diagnostic imaging , Magnetic Resonance Imaging/methods , Adult , Breast/diagnostic imaging , Case-Control Studies , Diagnostic Tests, Routine , Female , Follow-Up Studies , Humans , Mammography/methods , Middle Aged , Neoplasms, Multiple Primary/diagnostic imaging , Neoplasms, Second Primary/diagnostic imaging , Predictive Value of Tests , Retrospective Studies , Ultrasonography/methods , Unilateral Breast Neoplasms/diagnostic imaging
15.
J Magn Reson Imaging ; 32(4): 895-902, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20882620

ABSTRACT

PURPOSE: To evaluate the efficacy of hepatocyte-phase imaging (HP) in characterization of focal hepatic lesions in cirrhotic liver using gadoxetic acid-enhanced magnetic resonance imaging (MRI). METHODS: A total of 66 nodules of 38 patients with liver cirrhosis undergoing gadoxetic acid-enhanced MRI were prospectively enrolled in this study. The histological examination revealed 15 dysplastic nodules (DNs), 7 well-differentiated hepatocellular carcinomas (wHCCs), and 44 moderately differentiated HCCs (mHCCs). Two imaging sets (Set A without HP, Set B with HP) were prepared to evaluate the efficacy of HP in lesion characterization. RESULTS: The mean enhancement ratios (ERs) of mHCC were significantly increased in arterial phase followed by a subsequent decreased in hepatocyte phases. The mean ERs of wHCC were increased in dynamic study and followed by a plateau in the hepatocyte phase. The mean ERs of DNs were increased in dynamic study and hepatocyte phase. The mean liver-to-lesion contrasts of mHCCs were increased in arterial phase and HP (P < 0.05). wHCCs were only increased in HP (P < 0.05). DNs showed no significant difference in any phase (P > 0.05). There were seven additional HCCs that were detected in HP using imaging Set B compared to Set A. The diagnostic performance of Set B was significantly higher than that of Set A (P = 0.016). CONCLUSION: The combination of gadoxetic acid-enhanced dynamic study and hepatocyte-phase T1WI may provide better diagnostic performance than only dynamic study in characterization of focal lesions in cirrhotic liver.


Subject(s)
Carcinoma, Hepatocellular/diagnosis , Contrast Media/pharmacology , Fibrosis/diagnosis , Fibrosis/pathology , Gadolinium DTPA/pharmacology , Hepatocytes/pathology , Liver Neoplasms/diagnosis , Magnetic Resonance Imaging/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/pathology , Cell Differentiation , Female , Humans , Liver/pathology , Liver Neoplasms/pathology , Male , Middle Aged
16.
J Plast Reconstr Aesthet Surg ; 73(8): 1514-1525, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32238306

ABSTRACT

BACKGROUND: Robotic nipple sparing mastectomy (R-NSM), which uses the da Vinci surgical platform, could perform NSM and immediate breast reconstruction through a small and inconspicuous extra-mammary axillary or lateral chest incision. R-NSM was reported with extremely low nipple areolar complex (NAC) necrosis rate, good cosmetic results, and high patient satisfaction. However, there was little evidence available comparing the effectiveness and safety of R-NSM and conventional NSM (C-NSM) in the management of breast cancer. METHODS: A case control comparison study was conducted for patients with breast cancer who underwent R-NSM or C-NSM with immediate gel implant breast reconstruction (IGBR) from July 2011 to September 2019 at a single institution to compare the clinical outcomes, patient-reported esthetic results, and medical cost. RESULTS: According to the study design, 54 procedures of R-NSM were compared with 62 procedures of C-NSM in the surgical management of breast cancer combined with IGBR. Compared with C-NSM, R-NSM was associated with higher overall satisfaction (92% excellent and 8% good versus 75.6% excellent and 24.4% good, P = 0.046), and wound/scar related outcome in patient-reported esthetic results. The NAC ischemia/necrosis risk, overall complication rate, and blood loss were not significantly different between R-NSM and C-NSM groups. However, longer operation time and higher overall medical cost (10,877 ±â€¯796 versus 5,702 ±â€¯661 US Dollars, P<0.01) was observed in R-NSM group. CONCLUSION: Compared with C-NSM, R-NSM showed comparable clinical outcomes and favorable patients' satisfaction with the esthetic results, but at the price of longer operation time and higher cost.


Subject(s)
Breast Implants , Breast Neoplasms/surgery , Esthetics , Mammaplasty/methods , Mastectomy/methods , Robotic Surgical Procedures , Breast Neoplasms/pathology , Case-Control Studies , Female , Humans , Mammaplasty/economics , Mastectomy/economics , Middle Aged , Nipples , Robotic Surgical Procedures/economics
17.
PLoS One ; 14(10): e0222917, 2019.
Article in English | MEDLINE | ID: mdl-31600220

ABSTRACT

OBJECTIVES: The aim of this study was to evaluate the diagnostic accuracy of breast MRI for detecting residual tumor and the tumor size whether it would be affected after neoadjuvant chemotherapy. METHODS: Total 109 patients with NAC and 682 patients without NAC were included in this retrospective study. Measurement of the largest diameter of tumors at pathology was chosen as gold standard and compared with preoperative breast MRI. A concordance threshold of ±25% of maximal tumor size was used. The accuracy of MRI was graded as concordant, underestimation, or overestimation rate. Further subgroup analysis with tumor stages, histologic subgroups and intrinsic subtypes was performed. RESULTS: The post-NAC MRI was associated with 92.5% sensitivity, 55.2% specificity, 85.1% positive predictive value, 72.7% negative predictive value, and overall 82.6% accuracy for detecting residual tumor. In determining tumor size, the overall concordance rates of the non-NAC group and the NAC group were 43.5% and 41.3%, respectively (p = 0.678). But the overestimation rate and underestimation rate were 26.6% and 32.1% for NAC group, and 52.9% and 3.5% for the non-NAC group (p<0.001). While in the subgroups analysis, the concordance rate of the NAC group (26.7%) was lower than that of the non-NAC group (82.1%) at T3 stage (p<0.001). There were no statistically significant differences between different tumor histologic subgroups and intrinsic subtypes. CONCLUSIONS: The overall accuracy of MRI in predicting tumor size was not affected by NAC; however, it tends to underestimate tumor size after NAC, especially in patients with T3 lesions and above.


Subject(s)
Breast Neoplasms/drug therapy , Breast/diagnostic imaging , Carcinoma, Ductal, Breast/drug therapy , Adult , Aged , Breast/pathology , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/diagnostic imaging , Carcinoma, Ductal, Breast/pathology , Chemotherapy, Adjuvant/adverse effects , Female , Humans , Magnetic Resonance Imaging , Middle Aged , Neoplasm, Residual/diagnostic imaging , Neoplasm, Residual/drug therapy , Neoplasm, Residual/pathology , Tumor Burden/drug effects
18.
Sci Rep ; 8(1): 14937, 2018 10 08.
Article in English | MEDLINE | ID: mdl-30297784

ABSTRACT

We analysed typical mammographic density (MD) distributions of healthy Taiwanese women to augment existing knowledge, clarify cancer risks, and focus public health efforts. From January 2011 to December 2015, 88,193 digital mammograms were obtained from 69,330 healthy Taiwanese women (average, 1.27 mammograms each). MD measurements included dense volume (DV) and volumetric density percentage (VPD) and were quantified by fully automated volumetric density estimation and Box-Cox normalization. Prediction of the declining MD trend was estimated using curve fitting and a rational model. Normalized DV and VPD Lowess curves demonstrated similar but non-identical distributions. In high-density grade participants, the VPD increased from 12.45% in the 35-39-year group to 13.29% in the 65-69-year group but only from 5.21% to 8.47% in low-density participants. Regarding the decreased cumulative VPD percentage, the mean MD declined from 12.79% to 19.31% in the 45-50-year group versus the 50-55-year group. The large MD decrease in the fifth decade in this present study was similar to previous observations of Western women. Obtaining an MD distribution model with age improves the understanding of breast density trends and age variations and provides a reference for future studies on associations between MD and cancer risk.


Subject(s)
Breast Density , Breast Neoplasms/diagnostic imaging , Breast/diagnostic imaging , Adult , Age Factors , Aged , Breast Neoplasms/epidemiology , Early Detection of Cancer , Female , Humans , Mammography , Middle Aged , Risk Factors , Taiwan/epidemiology , Women's Health
19.
Medicine (Baltimore) ; 97(27): e11373, 2018 Jul.
Article in English | MEDLINE | ID: mdl-29979425

ABSTRACT

RATIONALE: The clinical application of robotic surgery in breast conserving surgery or volume replacement with robotic latissimus dorsi flap harvest (RLDFH) has been rarely reported. In this study, we report the preliminary experience and clinical outcome of robotic assisted quadrantectomy (RAQ) and immediate partial breast reconstruction (IPBR) with RLDFH. PATIENT CONCERN: Decreasing and avoid back scar length after latissimus dorsi flap harvest. DIAGNOSES: One 28 years old female with left breast cancer underwent RAQ and IPBR with RLDFH. Initially, she was diagnosed with left breast infiltrating carcinoma that was clinical stage T3N1M0 and triple negative. INTERVENTIONS: Neoadjuvant chemotherapy consisting of 4 cycles of epirubicin and cyclophosphamide followed by 4 cycles of docetaxel was performed. Breast magnetic resonance imaging showed residual breast cancer about 4.5 cm over the left upper outer quadrant of the breast. Sentinel lymph node biopsy showed no lymph node metastasis. RAQ, which took 82 minutes, was performed first, and the resected breast specimen's weight was 203 gm. She received IPBR with RLDFH, which took 97 minutes. OUTCOMES: The overall blood loss was 40 mL. The final pathology result was ypT2 (4.2 cm)N0 (sn0/3)M0 and stage IIA. The resection margin was free of tumors. The post-operative recovery was smooth except for seroma formation over the back, which was relieved after repeated aspiration at an outpatient clinic. The patient was satisfied with the post-operative scar and aesthetic outcome. No local recurrence, distant metastasis or case mortality was found during 5 months of follow-up. LESSONS: RAQ and IPBR with RLDFH is a safe alternative for small-to-medium-breast-size women with breast cancer who desire breast conservation and are indicated for volume replacement with autologous latissimus dorsi flap.


Subject(s)
Breast Neoplasms/surgery , Mammaplasty/methods , Mastectomy, Segmental/methods , Robotic Surgical Procedures/methods , Superficial Back Muscles/transplantation , Adult , Axilla/surgery , Breast/pathology , Breast/surgery , Female , Humans , Magnetic Resonance Imaging , Surgical Flaps/pathology
20.
Eur J Surg Oncol ; 44(11): 1725-1735, 2018 11.
Article in English | MEDLINE | ID: mdl-30120037

ABSTRACT

BACKGROUND: To evaluate whether clinicopathologic factors are related to surgical margin involvement, reoperation, and residual cancer in primary operable breast cancer. METHODS: Identification of patients at increased risk for positive surgical margins may enhance clinical preoperative decision-making and lower the reoperation rate. In this retrospective study, we analyzed the factors associated with positive surgical margins, the need for re-excision, and residual cancer detection in re-excised specimens in a cohort of 2050 women who underwent either breast-conserving surgery (BCS) or mastectomy for primary operable breast cancer. RESULTS: Positive surgical margins were detected in 151 (7.4%) of the 2050 patients. The incidence of positive surgical margins was 11.3% (118/1042) in the BCS group and 3.3% (33/1008) in the mastectomy group (P < 0.001). In multivariate analysis, lower body mass index (BMI), larger tumor size, and pathologic evidence of multifocal disease were associated with positive surgical margin involvement in the BCS group. Younger age and ductal carcinoma in situ (DCIS) histologic subtypes (Odds ratio (OR) = 2.165, 95% CI = 1.253-4.323) were associated with higher risk of re-operations. Preoperative MRI examination was associated with decreased risk for margin involvement in the BCS group (OR = 0.530, 95% CI = 0.332-0.842) and reoperation (OR = 0.302, 95% CI = 0.119-0.728). DCIS histologic subtypes were associated with higher residual tumor incidence than other types of breast cancer. CONCLUSIONS: Lower BMI, larger tumor size, pathologic evidence of multifocal disease, and no preoperative MRI evaluation were associated with increased risk for positive surgical margin involvement. DCIS with positive surgical margins was associated with increased risk for reoperation and residual cancer detection at re-excision.


Subject(s)
Breast Neoplasms/pathology , Breast Neoplasms/surgery , Margins of Excision , Neoplasm, Residual/pathology , Reoperation/statistics & numerical data , Body Mass Index , Breast Neoplasms/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Mastectomy , Mastectomy, Segmental , Middle Aged , Retrospective Studies , Risk Factors
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