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Wang Y, Nie F, Liu T, Zhu Y, Jia Y, Li N, Wu R. The value of Demetics ultrasound-assisted diagnosis system in diagnosis of breast lesions and in assessment Ki-67 status of breast cancer. JOURNAL OF CLINICAL ULTRASOUND : JCU 2024; 52:112-123. [PMID: 37930047 DOI: 10.1002/jcu.23599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Revised: 10/08/2023] [Accepted: 10/16/2023] [Indexed: 11/07/2023]
Abstract
PURPOSE This study aims to explore the diagnostic efficiency of the Demetics for breast lesions and assessment of Ki-67 status. MATERIAL This retrospective study included 291 patients. Three combined methods (method 1: upgraded BI-RADS when Demetics classified the breast lesion as malignant; method 2: downgraded BI-RADS when Demetics classified the breast lesion as benign; method 3: BI-RADS was upgraded or downgraded according to Demetrics' diagnosis) were used to compare the diagnostic efficiency of two radiologists with different seniority before and after using Demetics. The correlation between the visual heatmap by Demetics and the Ki-67 expression level of breast cancer was explored. RESULTS The sensitivity, specificity, and area under curve (AUC) of diagnosis by Demetics, junior radiologist and senior radiologist were 89.5%, 83.1%, 0.863; 76.9%, 82.4%, 0.797 and 81.1%, 89.9%, 0.855, respectively. Method 1 was the best for senior radiologist, which increased AUC from 0.855 to 0.884. For junior radiologist, Method 3 was the best method, improving sensitivity (88.8% vs. 76.9%) and specificity (87.2% vs. 82.4%). Demetics paid more attention to the peripheral area of breast cancer with high expression of Ki-67. CONCLUSION Demetics has shown good diagnostic efficiency in the assisted diagnosis of breast lesions and is expected to further distinguish Ki-67 status of breast cancer.
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Affiliation(s)
- Yao Wang
- Lanzhou University Second Hospital Department of Ultrasound, Lanzhou, China
| | - Fang Nie
- Lanzhou University Second Hospital Department of Ultrasound, Lanzhou, China
| | - Ting Liu
- Lanzhou University Second Hospital Department of Ultrasound, Lanzhou, China
| | - Yangyang Zhu
- Lanzhou University Second Hospital Department of Ultrasound, Lanzhou, China
| | - Yingying Jia
- Lanzhou University Second Hospital Department of Ultrasound, Lanzhou, China
| | - Nana Li
- Lanzhou University Second Hospital Department of Ultrasound, Lanzhou, China
| | - Ruichao Wu
- Lanzhou University School of Information Science and Engineering, Lanzhou, China
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Marletta S, Giorlandino A, Cavallo E, Dello Spedale Venti M, Leone G, Tranchina MG, Gullotti L, Bonanno CL, Spoto G, Falzone G, Tornabene I, Trovato C, Baron MM, Di Mauro G, Falsaperna L, Angelico G, Pafumi S, Rizzo A. Discordance of Biomarker Expression Profile between Primary Breast Cancer and Synchronous Axillary Lymph Node Metastasis in Preoperative Core Needle Biopsy. Diagnostics (Basel) 2024; 14:259. [PMID: 38337775 PMCID: PMC10854870 DOI: 10.3390/diagnostics14030259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/12/2024] [Accepted: 01/21/2024] [Indexed: 02/12/2024] Open
Abstract
Background: Breast cancer (BC) is a heterogeneous disease made up of clones with different metastatic potential. Intratumoral heterogeneity may cause metastases to show divergent biomarker expression, potentially affecting chemotherapy response. Methods: We investigated the immunohistochemical (IHC) and FISH profile of estrogen receptors (ER), progesterone (PR) receptors, Ki67, and HER2 in a series of BC-matched primary tumors (PTs) and axillary lymph node (ALN) metastases in pre-operative core needle biopsies (CNBs). Phenotypical findings were correlated to morphological features and their clinical implications. Results: Divergent expression between PTs and ALNs was found in 10% of the tumors, often involving multiple biomarkers (12/31, 39%). Most (52%) displayed significant differences in ER and PR staining. HER2 divergences were observed in almost three-quarters of the cases (23/31, 74%), with five (16%) switching from negativity to overexpression/amplification in ALNs. Roughly 90% of disparities reflected significant morphological differences between PTs and ALN metastases. Less than half of the discrepancies (12/31, 39%) modified pre/post-operative treatment options. Conclusions: We observed relevant discrepancies in biomarker expression between PTs and metastatic ALNs in a noteworthy proportion (10%) of preoperative BC CNBs, which were often able to influence therapies. Hence, our data suggest routine preoperative assessment of biomarkers in both PTs and ALNs in cases showing significant morphological differences.
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Affiliation(s)
- Stefano Marletta
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
- Department of Diagnostics and Public Health, Section of Pathology, University of Verona, 37134 Verona, Italy
| | | | - Enrico Cavallo
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Michele Dello Spedale Venti
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Giorgia Leone
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Maria Grazia Tranchina
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Lucia Gullotti
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Claudia Lucia Bonanno
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Graziana Spoto
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Giusi Falzone
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Irene Tornabene
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Carmelina Trovato
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Marco Maria Baron
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Giuseppe Di Mauro
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Lucia Falsaperna
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
| | - Giuseppe Angelico
- Department of Medical, Surgical Sciences and Advanced Technologies G.F. Ingrassia, Anatomic Pathology, University of Catania, 95125 Catania, Italy;
| | - Sarah Pafumi
- Medical Oncology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy;
- Section of Oncology, Department of Medicine, University of Verona, Verona University Hospital Trust (AUOI), 37124 Verona, Italy
| | - Antonio Rizzo
- Division of Pathology, Humanitas Istituto Clinico Catanese, 95045 Catania, Italy; (S.M.); (E.C.); (M.D.S.V.); (G.L.); (M.G.T.); (L.G.); (C.L.B.); (G.S.); (G.F.); (I.T.); (C.T.); (M.M.B.); (G.D.M.); (L.F.)
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Rossi C, Fraticelli S, Fanizza M, Ferrari A, Ferraris E, Messina A, Della Valle A, Anghelone CAP, Lasagna A, Rizzo G, Perrone L, Sommaruga MG, Meloni G, Dallavalle S, Bonzano E, Paulli M, Di Giulio G, Sgarella A, Lucioni M. Concordance of immunohistochemistry for predictive and prognostic factors in breast cancer between biopsy and surgical excision: a single-centre experience and review of the literature. Breast Cancer Res Treat 2023; 198:573-582. [PMID: 36802316 PMCID: PMC10036406 DOI: 10.1007/s10549-023-06872-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 01/31/2023] [Indexed: 02/23/2023]
Abstract
PURPOSE Accurate evaluation of breast cancer on bioptic samples is of fundamental importance to guide therapeutic decisions, especially in the neoadjuvant or metastatic setting. We aimed to assess concordance for oestrogen receptor (ER), progesterone receptor (PR), c-erbB2/HER2 and Ki-67. We also reviewed the current literature to evaluate our results in the context of the data available at present. METHODS We included patients who underwent both biopsy and surgical resection for breast cancer at San Matteo Hospital, Pavia, Italy, between January 2014 and December 2020. ER, PR, c-erbB2, and Ki-67 immunohistochemistry concordance between biopsy and surgical specimen was evaluated. ER was further analysed to include the recently defined ER-low-positive in our analysis. RESULTS We evaluated 923 patients. Concordance between biopsy and surgical specimen for ER, ER-low-positive, PR, c-erbB2 and Ki-67 was, respectively, 97.83, 47.8, 94.26, 68 and 86.13%. Cohen's κ for interobserver agreement was very good for ER and good for PR, c-erbB2 and Ki-67. Concordance was especially low (37%) in the c-erbB2 1 + category. CONCLUSION Oestrogen and progesterone receptor status can be safely assessed on preoperative samples. The results of this study advise caution in interpreting biopsy results regarding ER-low-positive, c-erbB2/HER and Ki-67 results due to a still suboptimal concordance. The low concordance for c-erbB2 1 + cases underlines the importance of further training in this area, in the light of the future therapeutic perspectives.
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Affiliation(s)
- Chiara Rossi
- Department of Molecular Medicine, Unit of Anatomic Pathology, University of Pavia, IRCCS San Matteo Hospital Foundation, Pavia, Italy.
| | - Sara Fraticelli
- Department of Molecular Medicine, Unit of Anatomic Pathology, University of Pavia, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Marianna Fanizza
- Unit of Breast Radiology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Alberta Ferrari
- Department of Surgical Sciences, General Surgery 3-Breast Surgery, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Elisa Ferraris
- Unit of Medical Oncology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Alessia Messina
- Department of Molecular Medicine, Unit of Anatomic Pathology, University of Pavia, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Angelica Della Valle
- Department of Surgical Sciences, General Surgery 3-Breast Surgery, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | | | - Angioletta Lasagna
- Unit of Medical Oncology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Gianpiero Rizzo
- Unit of Medical Oncology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Lorenzo Perrone
- Unit of Medical Oncology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | | | - Giulia Meloni
- Unit of Breast Radiology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Silvia Dallavalle
- Unit of Breast Radiology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Elisabetta Bonzano
- School in Experimental Medicine, Unit of Radiational Oncology, University of Pavia, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Marco Paulli
- Department of Molecular Medicine, Unit of Anatomic Pathology, University of Pavia, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Giuseppe Di Giulio
- Unit of Breast Radiology, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Adele Sgarella
- Department of Surgical Sciences, General Surgery 3-Breast Surgery, IRCCS San Matteo Hospital Foundation, Pavia, Italy
| | - Marco Lucioni
- Department of Molecular Medicine, Unit of Anatomic Pathology, University of Pavia, IRCCS San Matteo Hospital Foundation, Pavia, Italy
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Faragalla H, Plotkin A, Barnes P, Lu FI, Kos Z, Mulligan AM, Bane A, Nofech Mozes S. Ki67 in Breast Cancer Assay: An Ad Hoc Testing Recommendation from the Canadian Association of Pathologists Task Force. Curr Oncol 2023; 30:3079-3090. [PMID: 36975446 PMCID: PMC10047249 DOI: 10.3390/curroncol30030233] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Revised: 02/17/2023] [Accepted: 02/27/2023] [Indexed: 03/08/2023] Open
Abstract
Ki67, a marker of cellular proliferation, is commonly assessed in surgical pathology laboratories. In breast cancer, Ki67 is an established prognostic factor with higher levels associated with worse long-term survival. However, Ki67 IHC is considered of limited clinical use in breast cancer management largely due to issues related to standardization and reproducibility of scoring across laboratories. Recently, both the American Food and Drug Administration (FDA) and Health Canada have approved the use of abemaciclib (CDK4/6 inhibitor) for patients with HR+/HER2: high-risk early breast cancers in the adjuvant setting. Health Canada and the FDA have included a Ki67 proliferation index of ≥20% in the drug monograph. The approval was based on the results from monarchE, a phase III clinical trial in early-stage chemotherapy-naïve, HR+, HER2 negative patients at high risk of early recurrence. The study has shown significant improvement in invasive disease-free survival (IDFS) with abemaciclib when combined with adjuvant endocrine therapy at two years. Therefore, there is an urgent need by the breast pathology and medical oncology community in Canada to establish national guideline recommendations for Ki67 testing as a predictive marker in the context of abemaciclib therapy consideration. The following recommendations are based on previous IKWG publications, available guidance from the monarchE trial and expert opinions. The current recommendations are by no means final or comprehensive, and their goal is to focus on its role in the selection of patients for abemaciclib therapy. The aim of this document is to guide Canadian pathologists on how to test and report Ki67 in invasive breast cancer. Testing should be performed upon a medical oncologist’s request only. Testing must be performed on treatment-naïve tumor tissue. Testing on the core biopsy is preferred; however, a well-fixed resection specimen is an acceptable alternative. Adhering to ASCO/CAP fixation guidelines for breast biomarkers is advised. Readout training is strongly recommended. Visual counting methods, other than eyeballing, should be used, with global rather than hot spot assessment preferred. Counting 100 cells in at least four areas of the tumor is recommended. The Ki67 scoring app developed to assist pathologists with scoring Ki67 proposed by the IKWG, available for free download, may be used. Automated image analysis is very promising, and laboratories with such technology are encouraged to use it as an adjunct to visual counting. A score of <5 or >30 is more robust. The task force recommends that the results are best expressed as a continuous variable. The appropriate antibody clone and staining protocols to be used may take time to address. For the time being, the task force recommends having tonsils/+pancreas on-slide control and enrollment in at least one national/international EQA program. Analytical validation remains a pending goal. Until the data become available, using local ki67 protocols is acceptable. The task force recommends participation in upcoming calibration and technical validation initiatives.
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Affiliation(s)
- Hala Faragalla
- Department of Laboratory Medicine, St. Michael’s Hospital, Toronto, ON M5B 1W8, Canada
- Correspondence:
| | - Anna Plotkin
- Department of Laboratory Medicine and Molecular Diagnostics Sunnybrook Health Sciences Center, Toronto, ON M4N 3M5, Canada
| | - Penny Barnes
- Department of Pathology and Laboratory Medicine, Nova Scotia Health Authority, Halifax, NS B3H 2E2, Canada
| | - Fang-I Lu
- Department of Laboratory Medicine and Molecular Diagnostics Sunnybrook Health Sciences Center, Toronto, ON M4N 3M5, Canada
| | - Zuzana Kos
- Department of Pathology, BC Cancer, Vancouver, BC V5Z 4E6, Canada
| | - Anna Marie Mulligan
- Department of Laboratory Medicine, University Health Network, Toronto, ON M5T 2S8, Canada
| | - Anita Bane
- Department of Laboratory Medicine, University Health Network, Toronto, ON M5T 2S8, Canada
| | - Sharon Nofech Mozes
- Department of Laboratory Medicine and Molecular Diagnostics Sunnybrook Health Sciences Center, Toronto, ON M4N 3M5, Canada
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Zhu Y, Dou Y, Qin L, Wang H, Wen Z. Prediction of Ki-67 of Invasive Ductal Breast Cancer Based on Ultrasound Radiomics Nomogram. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2023; 42:649-664. [PMID: 35851691 DOI: 10.1002/jum.16061] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 06/27/2022] [Accepted: 06/29/2022] [Indexed: 06/15/2023]
Abstract
PURPOSE The objective of this research was to develop and validate an ultrasound-based radiomics nomogram for the pre-operative assessment of Ki-67 in breast cancer (BC). MATERIALS AND METHODS From December 2016 to December 2018, 515 patients with invasive ductal breast cancer who received two-dimensional (2D) ultrasound and Ki-67 examination were studied and analyzed retrospectively. The dataset was distributed at random into a training cohort (n = 360) and a test cohort (n = 155) in the ratio of 7:3. Each tumor region of interest was defined based on 2D ultrasound images and radiomics features were extracted. ANOVA, maximum correlation minimum redundancy (mRMR) algorithm, and minimum absolute shrinkage and selection operator (LASSO) were performed to pick features, and independent clinical predictors were integrated with radscore to construct the nomogram for predicting Ki-67 index by univariate and multivariate logistic regression analysis. The performance and utility of the models were evaluated by plotting receiver operating characteristic (ROC) curves, decision curve analysis (DCA), and calibration curves. RESULTS In the testing cohort, the area under the receiver characteristic curve (AUC) of the nomogram was 0.770 (95% confidence interval, 0.690-0.860). In both cohorts, the nomogram outperformed both the clinical model and the radiomics model (P < .05 according to the DeLong test). The analysis of DCA proved that the model has clinical utility. CONCLUSIONS The nomogram based on 2D ultrasound images offered an approach for predicting Ki-67 in BC.
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Affiliation(s)
- Yunpei Zhu
- Ultrasound Department, First Affiliated Hospital of Dalian Medical University, Dalian City, Liaoning Province, China
| | - Yanping Dou
- Ultrasound Department, First Affiliated Hospital of Dalian Medical University, Dalian City, Liaoning Province, China
| | - Ling Qin
- Ultrasound Department, First Affiliated Hospital of Dalian Medical University, Dalian City, Liaoning Province, China
| | - Hui Wang
- Ultrasound Department, First Affiliated Hospital of Dalian Medical University, Dalian City, Liaoning Province, China
| | - Zhihong Wen
- Radiology Department, Dalian Fifth People's Hospital, Dalian City, Liaoning Province, China
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Wei W, Ji Y, Tang Z, Huang X, Zhang W, Luo N. Breast Magnetic Resonance Imaging Can Predict Ki67 Discordance Between Core Needle Biopsy and Surgical Samples. J Magn Reson Imaging 2023; 57:85-94. [PMID: 35648113 DOI: 10.1002/jmri.28231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Revised: 05/03/2022] [Accepted: 05/04/2022] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Disagreement in assessments of Ki67 expression based on core-needle biopsy and matched surgical samples complicates decisions in the treatment of breast cancer. PURPOSE To examine whether preoperative breast MRI could be useful in predicting Ki67 discordance between core-needle biopsy and surgical samples. STUDY TYPE Retrospective. POPULATION Three hundred and sixty-five breast cancer patients with MRI scans and having both core-needle biopsy and surgical samples from 2017 to 2019. FIELD STRENGTH/SEQUENCE 3.0 T, T2-weighted iterative decomposition of water and fat with echo asymmetry and least squares estimation sequence, diffusion-weighted sequence using b-values 0/1000, dynamic contrast enhanced image by volume imaged breast assessme NT. ASSESSMENT We collected clinicopathologic variables and preoperative MRI features (tumor size, lesion type, shape of mass, spiculated margin, internal enhancement, peri-tumoral edema, intra-tumoral necrosis, multifocal/multicentric, apparent diffusion coefficient [ADC] minimum, ADC mean, ADC maximum, ADC difference). STATISTICAL TESTS K-means clustering, multivariable logistic regression, receiver operating characteristic curve. RESULTS Sixty-one patients showed Ki67 discordance and 304 patients show Ki67 concordance according to our definition using K-means clustering. Multivariable regression analysis showed that the following parameters were independently associated with Ki67 discordance: peri-tumoral edema, odds ratio (OR) 2.662, 95% confidence interval (CI) 1.432-4.948; ADCmin ≤ 0.829 × 10-3 mm2 /sec, OR 2.180, 95% CI 1.075-4.418; and ADCdiff > 0.317 × 10-3 mm2 /sec, OR 3.365, 95% CI 1.698-6.669. This multivariable model resulted in an AUC of 0.758 (95% CI 0.711-0.802) with sensitivity and specificity being 0.803 and 0.621, respectively. CONCLUSION Presence of peri-tumoral edema, smaller ADCmin and greater ADCdiff in preoperative breast MRI may indicate high risk of Ki67 discordance between core-needle biopsy and surgical samples. For patients with these MRI-based risk factors, clinicians should not rely on Ki67 assessment only from core-needle biopsy.
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Affiliation(s)
- Wenjuan Wei
- Department of Radiology, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, Guangxi, People's Republic of China
| | - Yinan Ji
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Zhi Tang
- Department of Radiology, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, Guangxi, People's Republic of China
| | - Xiangyang Huang
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
| | - Wei Zhang
- Department of Radiology, Liuzhou People's Hospital Affiliated to Guangxi Medical University, Liuzhou, Guangxi, People's Republic of China
| | - Ningbin Luo
- Department of Radiology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, People's Republic of China
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Li S, Chen X, Shen K. Association of Ki-67 Change Pattern After Core Needle Biopsy and Prognosis in HR+/HER2− Early Breast Cancer Patients. Front Surg 2022; 9:905575. [PMID: 35836600 PMCID: PMC9275673 DOI: 10.3389/fsurg.2022.905575] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 05/31/2022] [Indexed: 11/20/2022] Open
Abstract
Background To investigate the association of Ki-67 change pattern after core needle biopsy (CNB) and prognosis in HR+/HER2− early breast cancer patients. Method Eligible patients were categorized into three groups: Low group, Elevation group, and High group. Chi-square test and logistic regression analysis were used to compare the clinic-pathological characteristics. Kaplan–Meier method was used to estimate the rates of recurrence-free interval (RFI) and breast cancer-specific survival (BCSS), which were compared via the Log-rank test. Cox proportional hazard analysis was performed to investigate independent prognostic factors. Results A total of 2,858 patients were included: 1,179 (41.3%), 482 (16.9%), and 1,197 (41.8%) patients were classified into the low, elevation, and high groups, respectively. Age, tumor size, histological grade, lymph-vascular invasion (LVI), and ER level status were associated with Ki-67 change pattern after CNB. With a median follow-up of 53.6 months, the estimated 5-year RFI rates for the low group, elevation, and high groups were 96.4%, 95.3% and 90.9%, respectively (P < 0.001). And 5-year BCSS rates were 99.3%, 98.3% and 96.8%, respectively (P = 0.001). Compared with patients in the low group, patients in the high group had significantly worse RFI (hazard ratio [HR] 1.71, 95% confidence interval [CI] 1.16–2.54) in multivariate analysis. Conclusions Ki-67 change after CNB was associated with prognosis in HR+/HER2− early breast cancer. Patients with Ki-67 high or elevation after CNB had an inferior disease outcome, indicating the necessity of re-evaluating Ki-67 on surgical specimens after CNB.
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Rule-Based Information Extraction from Free-Text Pathology Reports Reveals Trends in South African Female Breast Cancer Molecular Subtypes and Ki67 Expression. BIOMED RESEARCH INTERNATIONAL 2022; 2022:6157861. [PMID: 35355821 PMCID: PMC8960023 DOI: 10.1155/2022/6157861] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 12/29/2021] [Indexed: 12/23/2022]
Abstract
Clinical information on molecular subtypes and the Ki67 index is critical for breast cancer (BC) prognosis and personalised treatment plan. Extracting such information into structured data is essential for research, auditing, and cancer incidence reporting and underpins the potential for automated decision support. Herewith, we developed a rule-based natural language processing algorithm that retrieved and extracted important BC parameters from free-text pathology reports towards exploring molecular subtypes and Ki67-proliferation trends. We considered malignant BC pathology reports with different free-text narrative attributes from the South African National Health Laboratory Service. The reports were preprocessed and parsed through the algorithm. Parameters extracted by the algorithm were validated against manually extracted parameters. For all parameters extracted, we obtained accurate annotations of 83-100%, 93-100%, 91-100%, and 92-100% precision, recall, F1-score, and kappa, respectively. There was a significant trend in the proportion of each molecular subtype by patient age, histologic type, grade, Ki67, and race. The findings also showed significant association in the Ki67 trend with hormone receptors, human epidermal growth factors, age, grade, and race. Our approach bridges the gap between data availability and actionable knowledge and provides a framework that could be adapted and reused in other cancers and beyond cancer studies. Information extracted from these reports showed interesting trends that may be exploited for BC screening and treatment resources in South Africa. Finally, this study strongly encourages the implementation of a synoptic style pathology report in South Africa.
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Ki-67 and breast cancer prognosis: does it matter if Ki-67 level is examined using preoperative biopsy or postoperative specimen? Breast Cancer Res Treat 2022; 192:343-352. [PMID: 35025005 PMCID: PMC8926964 DOI: 10.1007/s10549-022-06519-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 01/04/2022] [Indexed: 11/17/2022]
Abstract
Purpose This study aimed to identify the association between Ki-67 level and the prognosis of patients with breast cancer, regardless of the timing of Ki-67 testing (using preoperative biopsy vs. postoperative specimen). Methods A total of 4177 patients underwent surgery between January 2008 and December 2016. Immunohistochemical Ki-67 levels, using either preoperative (1673) or postoperative (2831) specimens, were divided into four groups using cutoff points of 10%, 15%, and 20%. Results Groups with higher-Ki-67 levels, in both the pre- and postoperative periods, showed significantly larger tumor size, higher grade, more frequent hormone receptor-negativity and human epidermal growth factor receptor 2 overexpression, and active adjuvant treatments than groups with lower-Ki-67 levels. High-Ki-67 levels were also significantly associated with poor survival, irrespective of the timing of specimen examination. Conclusion Despite the problems associated with Ki-67, Ki-67 level is an important independent prognostic factor, regardless of the timing of Ki-67 testing, i.e., preoperative or postoperative testing.
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Kayadibi Y, Kocak B, Ucar N, Akan YN, Akbas P, Bektas S. Radioproteomics in Breast Cancer: Prediction of Ki-67 Expression With MRI-based Radiomic Models. Acad Radiol 2022; 29 Suppl 1:S116-S125. [PMID: 33744071 DOI: 10.1016/j.acra.2021.02.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/28/2021] [Accepted: 02/02/2021] [Indexed: 12/12/2022]
Abstract
RATIONALE AND OBJECTIVES We aimed to investigate the value of magnetic resonance image (MRI)-based radiomics in predicting Ki-67 expression of breast cancer. METHODS In this retrospective study, 159 lesions from 154 patients were included. Radiomic features were extracted from contrast-enhanced T1-weighted MRI (C+MRI) and apparent diffusion coefficient (ADC) maps, with open-source software. Dimension reduction was done with reliability analysis, collinearity analysis, and feature selection. Two different Ki-67 expression cut-off values (14% vs 20%) were studied as reference standard for the classifications. Input for the models were radiomic features from individual MRI sequences or their combination. Classifications were performed using a generalized linear model. RESULTS Considering Ki-67 cut-off value of 14%, training and testing AUC values were 0.785 (standard deviation [SD], 0.193) and 0.849 for ADC; 0.696 (SD, 0.150) and 0.695 for C+MRI; 0.755 (SD, 0.171) and 0.635 for the combination of both sequences, respectively. Regarding Ki-67 cut-off value of 20%, training and testing AUC values were 0.744 (SD, 0.197) and 0.617 for ADC; 0.629 (SD, 0.251) and 0.741 for C+MRI; 0.761 (SD, 0.207) and 0.618 for the combination of both sequences, respectively. CONCLUSION ADC map-based selected radiomic features coupled with generalized linear modeling might be a promising non-invasive method to determine the Ki-67 expression level of breast cancer.
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11
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Kalvala J, Parks RM, Green AR, Cheung KL. Concordance between core needle biopsy and surgical excision specimens for Ki-67 in breast cancer - a systematic review of the literature. Histopathology 2021; 80:468-484. [PMID: 34473381 DOI: 10.1111/his.14555] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 08/20/2021] [Accepted: 08/30/2021] [Indexed: 12/20/2022]
Abstract
AIMS The biomarkers oestrogen receptor (ER), progesterone receptor (PR) and human epidermal growth factor receptor 2 (HER2) are routinely measured in patients with breast cancer with international consensus on how they should be interpreted. There is evidence to support use of other biomarkers to give more detailed predictive and prognostic information. Ki-67 is one example, and measures the proliferative activity of cancer cells. It is important that this can be performed at diagnosis of breast cancer for patients who do not have initial surgical treatment (mainly older women) and those receiving neoadjuvant therapies. METHODS AND RESULTS A systematic review was performed to assess concordance of measurement of Ki-67 between core needle biopsy (CNB) samples and surgical excision (SE) samples in patients with invasive breast cancer. MEDLINE and Embase databases were searched. Studies were eligible if performed within the last 10 years; included quantitative measurement of Ki-67 in both CNB and SE samples with no prior breast cancer treatment; measured concordance between two samples; and had full text available. A total of 22 studies, including 5982 paired CNB and SE samples on which Ki-67 was measured, were appraised. Overall, there appeared to be concordance; however, reliability was unclear. Where given, the Cohen's kappa coefficient (κ) of correlation between samples ranged from 0.261 to 0.712. The concordance rate between CNB and SE where measured as a percentage had a range from 70.3 to 92.7% CONCLUSIONS: Assessment of level of concordance of Ki-67 between CNB and SE samples is hampered by different methodologies. International consensus on Ki-67 measurement is urgently needed.
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Affiliation(s)
- Jahnavi Kalvala
- Nottingham Breast Cancer Research Centre, School of Medicine, University of Nottingham, Nottingham, UK
| | - Ruth M Parks
- Nottingham Breast Cancer Research Centre, School of Medicine, University of Nottingham, Nottingham, UK
| | - Andrew R Green
- Nottingham Breast Cancer Research Centre, School of Medicine, University of Nottingham, Nottingham, UK
| | - Kwok-Leung Cheung
- Nottingham Breast Cancer Research Centre, School of Medicine, University of Nottingham, Nottingham, UK
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12
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Zhao X, Yang X, Fu L, Yu K. Associations of Estrogen Receptor, Progesterone Receptor, Human Epidemic Growth Factor Receptor-2 and Ki-67 with Ultrasound Signs and Prognosis of Breast Cancer Patients. Cancer Manag Res 2021; 13:4579-4586. [PMID: 34135634 PMCID: PMC8200160 DOI: 10.2147/cmar.s276422] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 05/10/2021] [Indexed: 01/05/2023] Open
Abstract
Objective The functions of estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2) and Ki-67 in breast cancer have been explored. This study was carried out to explore ER, PR, HER-2 and Ki-67 expression levels in breast cancer patients and their relationship with ultrasound signs and prognosis. Patients and Methods A total of 274 female primary breast cancer patients received preoperative ultrasound examination. ER, PR, HER-2 and Ki-67 expression levels in breast cancer tissues were detected by immunohistochemical staining after surgery. The correlations of ER, PR, HER-2 and Ki-67 expression with ultrasound signs and prognosis of breast cancer patients were analyzed. Results The positive expression rate of ER, PR and HER-2 and Ki-67 high expression in 274 breast cancer patients was 73.36% (201/274), 59.85% (164/274), 24.09% (66/274) and 66.06% (181/274), respectively. ER-positive expression had association with lymph node metastasis (LNM) and blood flow grading; HER-2-positive expression was associated with LNM, while Ki-67-positive expression was related to the tumor diameter, LNM, and blood flow grading. LNM and Ki-67 high expression were risk factors for OS; PR-positive was a protective factor for OS; TNM stage, tumor diameter, LNM and Ki-67 high expression were risk factors for DFS in breast cancer patients. Conclusion ER, PR, HER-2 and Ki-67 in breast cancer are related to the ultrasound signs and prognosis of breast cancer patients. The joint detection of multiple indicators provides a reference for the individualized treatment of targeted drugs.
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Affiliation(s)
- Xingjuan Zhao
- Department of Mammary Gland, Shanxi People's Hospital, Taiyuan City, Shanxi Province, 030000, People's Republic of China
| | - Xuan Yang
- Department of Mammary Gland, Shanxi People's Hospital, Taiyuan City, Shanxi Province, 030000, People's Republic of China
| | - Lei Fu
- Department of Surgery, Shanxi Provincial General Team Hospital of the Chinese People's Armed Police Force, Taiyuan City, Shanxi Province, 030000, People's Republic of China
| | - Keda Yu
- Department of Mammary Gland, Fudan University Cancer Hospital, Taiyuan City, Shanxi Province, 030000, People's Republic of China
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Tendl-Schulz KA, Rössler F, Wimmer P, Heber UM, Mittlböck M, Kozakowski N, Pinker K, Bartsch R, Dubsky P, Fitzal F, Filipits M, Eckel FC, Langthaler EM, Steger G, Gnant M, Singer CF, Helbich TH, Bago-Horvath Z. Factors influencing agreement of breast cancer luminal molecular subtype by Ki67 labeling index between core needle biopsy and surgical resection specimens. Virchows Arch 2020; 477:545-555. [PMID: 32383007 PMCID: PMC7508960 DOI: 10.1007/s00428-020-02818-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 03/20/2020] [Accepted: 04/16/2020] [Indexed: 11/09/2022]
Abstract
Reliable determination of Ki67 labeling index (Ki67-LI) on core needle biopsy (CNB) is essential for determining breast cancer molecular subtype for therapy planning. However, studies on agreement between molecular subtype and Ki67-LI between CNB and surgical resection (SR) specimens are conflicting. The present study analyzed the influence of clinicopathological and sampling-associated factors on agreement. Molecular subtype was determined visually by Ki67-LI in 484 pairs of CNB and SR specimens of invasive estrogen receptor (ER)-positive, human epidermal growth factor (HER2)-negative breast cancer. Luminal B disease was defined by Ki67-LI > 20% in SR. Correlation of molecular subtype agreement with age, menopausal status, CNB method, Breast Imaging Reporting and Data System imaging category, time between biopsies, type of surgery, and pathological tumor parameters was analyzed. Recurrence-free survival (RFS) and overall survival (OS) were analyzed using the Kaplan-Meier method. CNB had a sensitivity of 77.95% and a specificity of 80.97% for identifying luminal B tumors in CNB, compared with the final molecular subtype determination after surgery. The correlation of Ki67-LI between CNB and SR was moderate (ROC-AUC 0.8333). Specificity and sensitivity for CNB to correctly define molecular subtype of tumors according to SR were significantly associated with tumor grade, immunohistochemical progesterone receptor (PR) and p53 expression (p < 0.05). Agreement of molecular subtype did not significantly impact RFS and OS (p = 0.22 for both). The identified factors likely mirror intratumoral heterogeneity that might compromise obtaining a representative CNB. Our results challenge the robustness of a single CNB-driven measurement of Ki67-LI to identify luminal B breast cancer of low (G1) or intermediate (G2) grade.
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Affiliation(s)
- Kristina A Tendl-Schulz
- Department of Pathology and Comprehensive Cancer Center, Medical University of Vienna, 18-20 Waehringer Guertel, A-1090, Vienna, Austria
| | - Fabian Rössler
- Department of Surgery and Transplantation, University Hospital and University of Zurich, Zurich, Switzerland
| | - Philipp Wimmer
- Department of Pathology and Comprehensive Cancer Center, Medical University of Vienna, 18-20 Waehringer Guertel, A-1090, Vienna, Austria
| | - Ulrike M Heber
- Department of Pathology and Comprehensive Cancer Center, Medical University of Vienna, 18-20 Waehringer Guertel, A-1090, Vienna, Austria
| | - Martina Mittlböck
- Center for Medical Statistics, Informatics, and Intelligent Systems, Section for Clinical Biometrics, Medical University of Vienna, Vienna, Austria
| | - Nicolas Kozakowski
- Department of Pathology and Comprehensive Cancer Center, Medical University of Vienna, 18-20 Waehringer Guertel, A-1090, Vienna, Austria
| | - Katja Pinker
- Department of Biomedical Imaging and Image-guided Therapy, Division of Molecular and Gender Imaging, Medical University of Vienna, Vienna, Austria
- Department of Radiology, Breast Imaging Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Rupert Bartsch
- Department for Medicine I/Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Peter Dubsky
- Department of Surgery and Breast Health Center, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
- Hirslanden Klinik St. Anna Brustzentrum, Lucerne, Switzerland
| | - Florian Fitzal
- Department of Surgery and Breast Health Center, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Martin Filipits
- Institute of Cancer Research and Comprehensive Cancer Center, Medical University Vienna, Vienna, Austria
| | - Fanny Carolina Eckel
- Department of Surgery and Breast Health Center, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Eva-Maria Langthaler
- Department of Pathology and Comprehensive Cancer Center, Medical University of Vienna, 18-20 Waehringer Guertel, A-1090, Vienna, Austria
| | - Günther Steger
- Department for Medicine I/Division of Oncology, Medical University of Vienna, Vienna, Austria
| | - Michael Gnant
- Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Christian F Singer
- Department of Obstetrics and Gynaecology and Breast Health Center, Comprehensive Cancer Center, Medical University of Vienna, Vienna, Austria
| | - Thomas H Helbich
- Department of Biomedical Imaging and Image-guided Therapy, Division of Molecular and Gender Imaging, Medical University of Vienna, Vienna, Austria
| | - Zsuzsanna Bago-Horvath
- Department of Pathology and Comprehensive Cancer Center, Medical University of Vienna, 18-20 Waehringer Guertel, A-1090, Vienna, Austria.
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Ambrosini-Spaltro A, Zunarelli E, Bettelli S, Lupi M, Bernardelli G, Milani M, Ficarra G. Surrogate Molecular Classification of Invasive Breast Carcinoma: A Comparison Between Core Needle Biopsy and Surgical Excision, With and Without Neoadjuvant Therapy. Appl Immunohistochem Mol Morphol 2020; 28:551-557. [PMID: 31335485 DOI: 10.1097/pai.0000000000000797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Surrogate molecular classification identifies different subtypes of invasive breast carcinoma on the basis of their immunohistochemical markers. The purpose of the study is to verify whether the immunohistochemical markers and surrogate molecular subtypes can be correctly assessed on the core needle biopsy (CNB) when compared with the corresponding surgical excision (SE), with or without neoadjuvant treatment (NAT). Cases with invasive carcinomas identified on both CNB and SE were retrospectively selected. With immunohistochemistry for estrogen receptors (ER), progesterone receptors (PgR), Ki67, human epidermal growth factor receptor 2 (Her2), and molecular analysis for Her2, surrogate molecular classification was determined in 4 and 5 groups, according to the 2013 St Gallen consensus. A total of 1067 cases was considered and complete data for surrogate molecular classification were available for 988 cases (655 without NAT, 333 with NAT). Without NAT, concordance was strong for ER and Her2, moderate for PgR, and weak for Ki67; concordance for surrogate molecular classification was moderate. After NAT, lower concordance rates were recorded, with significant reduction of PgR (P<0.001) and Ki67 (P<0.001). Without NAT, the surrogate molecular subtypes of breast carcinoma can be reliably assessed on CNB; Ki67 and/or PgR may be repeated on SE when values are close to cutoffs to avoid tumor subtype misclassification. After NAT, it seems advisable to repeat at least Ki67 and PgR.
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15
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Maranta AF, Broder S, Fritzsche C, Knauer M, Thürlimann B, Jochum W, Ruhstaller T. Do YOU know the Ki-67 index of your breast cancer patients? Knowledge of your institution's Ki-67 index distribution and its robustness is essential for decision-making in early breast cancer. Breast 2020; 51:120-126. [PMID: 32302928 PMCID: PMC7375657 DOI: 10.1016/j.breast.2020.03.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 02/19/2020] [Accepted: 03/20/2020] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES The proliferative activity of the Ki-67 index is important in decision-making of adjuvant treatments in early breast cancer. Its reliability can be reduced by inter-observer variability. This analysis' objective is to evaluate the robustness of Ki-67 values within one center over 5 years and to compare its distribution with a published dataset. MATERIALS AND METHODS Ki-67 indices of early breast cancers treated at St. Gallen Breast Center were collected (2010-2014; 1154 patients). Distribution of Ki-67 values was analyzed for each year, along with histologic subtype and grading. Tumors were classified into intrinsic subtypes using two definitions: 2013 St. Gallen Consensus and the refined definition by Maisonneuve ("Milano Group"). Our institution's Ki-67 cut-off value was adjusted to obtain the same distribution of luminal subtypes as published data of the Milano Group. RESULTS Ki-67 index frequency distributions were comparable between years (mean 26-30%, median 22-26%). Shape and position of the distribution curves were nearly identical. Ki-67 values correlated with tumor grade (median Ki-67: G1: 12.0%, G2: 21%, G3: 38%). Standard deviation of Ki-67 increased with higher grading (G1: 6.9; G2: 9.2; G3: 18.2; p < 0.001). According to the 2013 definition (and refined definition respectively), there were 35% (41%) luminal A-like and 65% (59%) luminal B-like tumors. To obtain the same distribution as the Milano group, Ki-67 cut-off needed to be elevated to 22%. CONCLUSIONS Ki-67 index assessment was comparable over many years. Knowledge of one's institution's Ki-67 value distribution is essential for clinical decision-making of adjuvant therapies in early breast cancer.
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Affiliation(s)
- Angela Fischer Maranta
- Department of Oncology, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland.
| | - Simon Broder
- Department of Oncology, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland
| | - Constanze Fritzsche
- Institute of Pathology, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland
| | - Michael Knauer
- Breast Center, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland
| | - Beat Thürlimann
- Breast Center, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland
| | - Wolfram Jochum
- Institute of Pathology, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland
| | - Thomas Ruhstaller
- Breast Center, St. Gallen Cantonal Hospital, Rorschacher Strasse 95, 9007, St. Gallen, Switzerland; Faculty of Medicine, University of Basel, Petersplatz 1, 4001, Basel, Switzerland
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16
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Electrically guided interventional radiology, in-vivo electrochemical tracing of suspicious lesions to breast cancer prior to core needle biopsy. Biosens Bioelectron 2020; 161:112209. [PMID: 32442106 DOI: 10.1016/j.bios.2020.112209] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Revised: 04/05/2020] [Accepted: 04/09/2020] [Indexed: 02/08/2023]
Abstract
An electrochemical biopsy probe was designed and fabricated to detect cancer tumors under the sonography guide without the need for any sample dissection (biopsy). The system was based on recording the hypoxic function of cancer tumors by Multi-wall carbon nanotubes (MWCNTs) sensing agents had been decorated on the tip of the needle electrodes by an electrostatic deposition method. This system named BGP successfully distinct 4T1 and MC4L2 breast tumors from normal lesions. It also diagnosed the treated tumors from vital ones. BGP as a clinically useful biosensor would detect the cancerous probability of any suspicious breast mass without any sample excision. Also, it can present a profile from neoplastic states of different regions of a tumor. This ability would make ensure for the radiologist to do biopsy or not, especially in the cases which are suspicious between BIRADS III and IVa. This would not only shed new light in detecting breast cancer tumors without biopsy (applied in radiological BIRADS classifications) but also evaluate the therapeutic effects on cancer tumors after chemotherapy/radiotherapy therapies without complicated and expensive scanning.
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Lee JH, Yoon YC, Seo SW, Choi YL, Kim HS. Soft tissue sarcoma: DWI and DCE-MRI parameters correlate with Ki-67 labeling index. Eur Radiol 2019; 30:914-924. [PMID: 31630234 DOI: 10.1007/s00330-019-06445-9] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2019] [Revised: 08/12/2019] [Accepted: 09/10/2019] [Indexed: 12/17/2022]
Abstract
OBJECTIVES To examine the correlation of diffusion-weighted and dynamic contrast-enhanced magnetic resonance imaging (MRI) parameters with Ki-67 labeling index (LI) in soft tissue sarcoma (STS). METHODS The institutional review board approved this retrospective study, and the requirement for informed consent was waived. Thirty-six patients with STS who underwent 3.0-T MRI, including diffusion-weighted and dynamic contrast-enhanced MRI, between July 2011 and February 2018, were included in this study. The mean and minimum apparent diffusion coefficients (ADCs) (ADCmean and ADCmin, respectively), volume transfer constant, reflux rate, and volume fraction of the extravascular extracellular matrix of each lesion were independently analyzed by two readers. Their relationship with the Ki-67 LI was examined using Spearman's correlation analyses. Differences between low- and high-proliferation groups based on Ki-67 LI were evaluated statistically. Optimal cut-off points were determined using the area under the curve analysis for significant parameters. Interobserver agreement was assessed with the intraclass correlation coefficient. RESULTS ADCmean (ρ = - 0.333, p = 0.047) was significantly and inversely correlated with Ki-67 LI. The high-proliferation group showed a significantly lower ADCmean than did the low-proliferation group (median, 1.08 vs. 1.20; p = 0.048). When a cut-off ADCmean value of 1.16 × 10-3 mm2/s was used, the sensitivity, specificity, and area under the curve for differentiating low- and high-proliferation groups were 75.0%, 60.0%, and 0.712, respectively. Interobserver agreements between the two readers were almost perfect for all parameters. CONCLUSIONS ADCmean was correlated with Ki-67 LI and could help differentiate between STS with low and high proliferation potential. KEY POINTS • ADC meanwas significantly and inversely correlated with Ki-67 labeling index in soft tissue sarcoma. • In the high-proliferation group, ADC meanvalues were significantly lower than those of the low-proliferation group.
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Affiliation(s)
- Ji Hyun Lee
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-Ro, Gangnam-gu, Seoul, 06351, South Korea
| | - Young Cheol Yoon
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-Ro, Gangnam-gu, Seoul, 06351, South Korea.
| | - Sung Wook Seo
- Department of Orthopedic Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Yoon-La Choi
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
| | - Hyun Su Kim
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-Ro, Gangnam-gu, Seoul, 06351, South Korea
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Beca F, Schmitt FC. Ancillary Tests in Breast Cytology: A Practical Guide. Acta Cytol 2019; 63:302-313. [PMID: 31141801 DOI: 10.1159/000499697] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 03/19/2019] [Indexed: 12/12/2022]
Abstract
Utilization of fine-needle aspiration biopsy (FNAB) cytology for the diagnosis of diseases of the breast has been met with both excitement and uncertainty during the last couple of decades. Presently, FNAB for the diagnosis of primary and metastatic breast lesions is on the rise again. This is probably due to its fast turnaround time, cost efficiency, and minimal invasiveness, characteristics of this sampling modality which are particularly crucial for patients requiring frequent repeat biopsy in the setting of metastatic lesions. In this article, we will briefly review the main modern applications of FNAB of the breast when coupled with contemporary ancillary techniques. Such contemporary ancillary techniques range from classic immunocytochemistry (ICC) to the most modern molecular techniques, particularly next-generation sequencing. Coupled with contemporary ICC and molecular methods, FNAB of the breast can be used for several applications. The applications reviewed in this article include the primary diagnosis of a breast lesion, the identification of the breast as a primary source of a metastatic lesion, the evaluation of breast prognostic/predictive markers, and the tracking of tumor evolution. In our opinion, FNAB of the breast is an ideal sampling method, sharing many of the advantages of truly liquid and of tissue biopsies. Ultimately, we aim at demystifying the complexity of many of the challenges traditionally associated with the application of ancillary techniques to FNAB of the breast and provide insights into some of the most cutting-edge and clinically useful application scenarios.
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Affiliation(s)
- Francisco Beca
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Fernando C Schmitt
- Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP)/I3S, Porto, Portugal,
- Department of Pathology, Medical Faculty, University of Porto, Porto, Portugal,
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Pritzker KPH, Nieminen HJ. Needle Biopsy Adequacy in the Era of Precision Medicine and Value-Based Health Care. Arch Pathol Lab Med 2019; 143:1399-1415. [PMID: 31100015 DOI: 10.5858/arpa.2018-0463-ra] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
CONTEXT.— Needle biopsy of diseased tissue is an essential diagnostic tool that is becoming even more important as precision medicine develops. However, the capability of this modality to efficiently provide samples adequate for diagnostic and prognostic analysis remains quite limited relative to current diagnostic needs. For physicians and patients, inadequate biopsy frequently leads to diagnostic delay, procedure duplication, or insufficient information about tumor biology leading to delay in treatment; for health systems, this results in substantial incremental costs and inefficient use of scarce specialized diagnostic resources. OBJECTIVE.— To review current needle biopsy technology, devices, and practice with a perspective to identify current limitations and opportunities for improvement in the context of advancing precision medicine. DATA SOURCES.— PubMed searches of fine-needle aspiration and core needle biopsy devices and similar technologies were made generally, by tissue site, and by adequacy as well as by health economics of these technologies. CONCLUSIONS.— Needle biopsy adequacy can be improved by recognizing the importance of this diagnostic tool by promoting common criteria for needle biopsy adequacy; by optimizing needle biopsy procedural technique, technologies, clinical practice, professional education, and quality assurance; and by bundling biopsy procedure costs with downstream diagnostic modalities to provide better accountability and incentives to improve the diagnostic process.
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Affiliation(s)
- Kenneth P H Pritzker
- From the Departments of Laboratory Medicine and Pathobiology, and Surgery, University of Toronto, Toronto, Ontario, Canada (Dr Pritzker); and the Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland (Dr Nieminen)
| | - Heikki J Nieminen
- From the Departments of Laboratory Medicine and Pathobiology, and Surgery, University of Toronto, Toronto, Ontario, Canada (Dr Pritzker); and the Department of Neuroscience and Biomedical Engineering, Aalto University School of Science, Espoo, Finland (Dr Nieminen)
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