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Nakao E, Honda M, Uesugi N, Osakabe M, Sato A, Todate Y, Yaegashi M, Takano Y, Sasaki A, Kono K, Sugai T. Evaluation of the prognostic impact of pathologic tumor regression grade on patients with colorectal cancer after preoperative chemoradiotherapy. J Surg Oncol 2024; 129:1521-1533. [PMID: 38691656 DOI: 10.1002/jso.27662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/03/2024] [Accepted: 04/22/2024] [Indexed: 05/03/2024]
Abstract
BACKGROUND The prognostic value of the pathological response to preoperative chemoradiotherapy (CRT) in rectal cancer (RC) remains unknown. OBJECTIVES We aimed to assess the predictive value of the response to CRT that was derived from an evaluation of the histological findings (whole-section vs. representative-section sampling) and attempted to determine an objective cut-off value for the tumor regression grade (TRG). METHODS We examined the association of the TRG with the outcomes (recurrence-free survival [RFS] and overall survival [OS]) of 78 patients with RC. Patients with RC treated with preoperative CRT were divided into development (30 cases) and validation (48 cases) cohorts. The TRG was classified as grades I (Ia, Ib), II, and III. The cut-off value was determined by receiver operating characteristic (ROC) curve analysis. RESULTS The TRG determined from whole-section sampling versus representative-section sampling was more strongly correlated with patient survival. We found that in both cohorts, patients with a cut-off value of <73% had a poor prognosis. Finally, the cut-off value was found to be an independent predictive factor in both univariate and multivariate analysis. CONCLUSIONS The TRG that was used to evaluate patients with RC who underwent preoperative CRT was an independent prognostic factor for outcome.
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Affiliation(s)
- Eiichi Nakao
- Diagnostic Pathology Center, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
- Department of Minimally Invasive Surgical and Medical Oncology, Fukushima Medical University, Fukushima, Japan
- Division of Surgery, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
| | - Michitaka Honda
- Department of Minimally Invasive Surgical and Medical Oncology, Fukushima Medical University, Fukushima, Japan
- Division of Surgery, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
| | - Noriyuki Uesugi
- Diagnostic Pathology Center, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, Yahaba, Japan
| | - Mitsumasa Osakabe
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, Yahaba, Japan
| | - Ayaka Sato
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, Yahaba, Japan
| | - Yukitoshi Todate
- Department of Minimally Invasive Surgical and Medical Oncology, Fukushima Medical University, Fukushima, Japan
- Division of Surgery, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
| | - Mizunori Yaegashi
- Department of Surgery, School of Medicine, Iwate Medical University, Yahaba, Japan
| | - Yoshinao Takano
- Division of Surgery, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
| | - Akira Sasaki
- Department of Surgery, School of Medicine, Iwate Medical University, Yahaba, Japan
| | - Koji Kono
- Department of Gastrointestinal Surgery, Fukushima Medical University, Fukushima, Japan
| | - Tamotsu Sugai
- Diagnostic Pathology Center, Southern Tohoku General Hospital, Koriyama, Fukushima, Japan
- Department of Molecular Diagnostic Pathology, School of Medicine, Iwate Medical University, Yahaba, Japan
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Wang M, Du S, Gao S, Zhao R, Liu S, Jiang W, Peng C, Chai R, Zhang L. MRI-based tumor shrinkage patterns after early neoadjuvant therapy in breast cancer: correlation with molecular subtypes and pathological response after therapy. Breast Cancer Res 2024; 26:26. [PMID: 38347619 PMCID: PMC10863121 DOI: 10.1186/s13058-024-01781-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Accepted: 02/09/2024] [Indexed: 02/15/2024] Open
Abstract
BACKGROUND MRI-based tumor shrinkage patterns (TSP) after neoadjuvant therapy (NAT) have been associated with pathological response. However, the understanding of TSP after early NAT remains limited. We aimed to analyze the relationship between TSP after early NAT and pathological response after therapy in different molecular subtypes. METHODS We prospectively enrolled participants with invasive ductal breast cancers who received NAT and performed pretreatment DCE-MRI from September 2020 to August 2022. Early-stage MRIs were performed after the first (1st-MRI) and/or second (2nd-MRI) cycle of NAT. Tumor shrinkage patterns were categorized into four groups: concentric shrinkage, diffuse decrease (DD), decrease of intensity only (DIO), and stable disease (SD). Logistic regression analysis was performed to identify independent variables associated with pathologic complete response (pCR), and stratified analysis according to tumor hormone receptor (HR)/human epidermal growth factor receptor 2 (HER2) disease subtype. RESULTS 344 participants (mean age: 50 years, 113/345 [33%] pCR) with 345 tumors (1 bilateral) had evaluable 1st-MRI or 2nd-MRI to comprise the primary analysis cohort, of which 244 participants with 245 tumors had evaluable 1st-MRI (82/245 [33%] pCR) and 206 participants with 207 tumors had evaluable 2nd-MRI (69/207 [33%] pCR) to comprise the 1st- and 2nd-timepoint subgroup analysis cohorts, respectively. In the primary analysis, multivariate analysis showed that early DD pattern (OR = 12.08; 95% CI 3.34-43.75; p < 0.001) predicted pCR independently of the change in tumor size (OR = 1.37; 95% CI 0.94-2.01; p = 0.106) in HR+/HER2- subtype, and the change in tumor size was a strong pCR predictor in HER2+ (OR = 1.61; 95% CI 1.22-2.13; p = 0.001) and triple-negative breast cancer (TNBC, OR = 1.61; 95% CI 1.22-2.11; p = 0.001). Compared with the change in tumor size, the SD pattern achieved a higher negative predictive value in HER2+ and TNBC. The statistical significance of complete 1st-timepoint subgroup analysis was consistent with the primary analysis. CONCLUSION The diffuse decrease pattern in HR+/HER2- subtype and stable disease in HER2+ and TNBC after early NAT could serve as additional straightforward and comprehensible indicators of treatment response. TRIAL REGISTRATION Trial registration at https://www.chictr.org.cn/ . REGISTRATION NUMBER ChiCTR2000038578, registered September 24, 2020.
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Affiliation(s)
- Mengfan Wang
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Siyao Du
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Si Gao
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Ruimeng Zhao
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Shasha Liu
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Wenhong Jiang
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Can Peng
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Ruimei Chai
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China
| | - Lina Zhang
- Department of Radiology, The First Hospital of China Medical University, Nanjing North Street 155, Shenyang, 110001, Liaoning Province, China.
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Cheung SM, Wu WS, Senn N, Sharma R, McGoldrick T, Gagliardi T, Husain E, Masannat Y, He J. Towards detection of early response in neoadjuvant chemotherapy of breast cancer using Bayesian intravoxel incoherent motion. Front Oncol 2023; 13:1277556. [PMID: 38125950 PMCID: PMC10731248 DOI: 10.3389/fonc.2023.1277556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 11/21/2023] [Indexed: 12/23/2023] Open
Abstract
Introduction The early identification of good responders to neoadjuvant chemotherapy (NACT) holds a significant potential in the optimal treatment of breast cancer. A recent Bayesian approach has been postulated to improve the accuracy of the intravoxel incoherent motion (IVIM) model for clinical translation. This study examined the prediction and early sensitivity of Bayesian IVIM to NACT response. Materials and methods Seventeen female patients with breast cancer were scanned at baseline and 16 patients were scanned after Cycle 1. Tissue diffusion and perfusion from Bayesian IVIM were calculated at baseline with percentage change at Cycle 1 computed with reference to baseline. Cellular proliferative activity marker Ki-67 was obtained semi-quantitatively with percentage change at excision computed with reference to core biopsy. Results The perfusion fraction showed a significant difference (p = 0.042) in percentage change between responder groups at Cycle 1, with a decrease in good responders [-7.98% (-19.47-1.73), n = 7] and an increase in poor responders [10.04% (5.09-28.93), n = 9]. There was a significant correlation between percentage change in perfusion fraction and percentage change in Ki-67 (p = 0.042). Tissue diffusion and pseudodiffusion showed no significant difference in percentage change between groups at Cycle 1, nor was there a significant correlation against percentage change in Ki-67. Perfusion fraction, tissue diffusion, and pseudodiffusion showed no significant difference between groups at baseline, nor was there a significant correlation against Ki-67 from core biopsy. Conclusion The alteration in tumour perfusion fraction from the Bayesian IVIM model, in association with cellular proliferation, showed early sensitivity to good responders in NACT. Clinical trial registration https://clinicaltrials.gov/ct2/show/NCT03501394, identifier NCT03501394.
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Affiliation(s)
- Sai Man Cheung
- Institute of Medical Sciences, School of Medicine, University of Aberdeen, Aberdeen, United Kingdom
| | - Wing-Shan Wu
- Institute of Medical Sciences, School of Medicine, University of Aberdeen, Aberdeen, United Kingdom
| | - Nicholas Senn
- Institute of Medical Sciences, School of Medicine, University of Aberdeen, Aberdeen, United Kingdom
| | - Ravi Sharma
- Department of Oncology, Aberdeen Royal Infirmary, Aberdeen, United Kingdom
| | - Trevor McGoldrick
- Department of Oncology, Aberdeen Royal Infirmary, Aberdeen, United Kingdom
| | - Tanja Gagliardi
- Institute of Medical Sciences, School of Medicine, University of Aberdeen, Aberdeen, United Kingdom
- Department of Radiology, Royal Marsden Hospital, London, United Kingdom
| | - Ehab Husain
- Department of Pathology, Aberdeen Royal Infirmary, Aberdeen, United Kingdom
| | - Yazan Masannat
- Breast Unit, Aberdeen Royal Infirmary, Aberdeen, United Kingdom
| | - Jiabao He
- Institute of Medical Sciences, School of Medicine, University of Aberdeen, Aberdeen, United Kingdom
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
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Chang YL, Chen YT, Wang HH, Chiang PH, Cheng YT, Kang CH, Chuang YC, Lee WC, Yang WC, Liu HY, Su YL, Huang CC, Tse SM, Luo HL. The prognostic impact of lymphovascular invasion for upper urinary tract urothelial carcinoma: A propensity score-weighted analysis. Medicine (Baltimore) 2023; 102:e33485. [PMID: 37058048 PMCID: PMC10101277 DOI: 10.1097/md.0000000000033485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 03/20/2023] [Indexed: 04/15/2023] Open
Abstract
Lymphovascular invasion (LVI) predicts poor survival in patients with pathologically localized or locally advanced upper urinary tract urothelial carcinoma (UT-UC). However, LVI is associated with high tumor grade, tumor necrosis, advanced tumor stage, tumor location, concomitant carcinoma in situ, lymph node metastasis, and sessile tumor architecture. These factors might interfere with the analysis of the impact of LVI on oncological prognosis. To address this, this study aimed to clarify the relationship between LVI and patient prognosis in UT-UC using propensity score weighting. Data were collected from 789 patients with UT-UC treated with radical nephroureterectomy without chemotherapy. We evaluated the significance of LVI in predicting metastasis-free survival (MFS), cancer-specific survival (CSS), and overall survival (OS) using propensity score weighting. All weighted baseline characteristics included in the propensity score model were balanced between the LVI (+) and LVI (-) groups. The MFS, CSS, and OS were all significantly poorer in the LVI (+) group. For patients without LVI, the 5-year MFS, CSS, and OS rates were 65.3%, 73.1%, and 67.3%, respectively, whereas the corresponding rates were 50.2%, 63.8 %, and 54.6%, respectively, for patients with LVI. (all P < .001). For patients without LVI, the 10-year MFS, CSS, and OS rates were 61.5%, 69.6%, and 59.2%, respectively, whereas those for patients with LVI were 44.5%, 57.0%, and 42.7%, respectively (all P < .001). LVI is an important pathological feature that predicts metastasis development and worse survival outcome after radical surgery in UT-UC patients.
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Affiliation(s)
- Yin Lun Chang
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yen Ta Chen
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hung Hen Wang
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Po Hui Chiang
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yuan Tso Cheng
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chih Hsiung Kang
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yao Chi Chuang
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Wei Chin Lee
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Wen Chou Yang
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hui Ying Liu
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Yu Li Su
- Department of Hematology and Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Chun Chieh Huang
- Department of Radiation Oncology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Sung Min Tse
- Department of Pathology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
| | - Hao Lun Luo
- Department of Urology, Kaohsiung Chang Gung Memorial Hospital and Chang Gung University College of Medicine, Kaohsiung, Taiwan
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Jing R, Wang Q, Chen L, Li G, Li R, Zhang L, Zhang H, Zuo B, Seow Y, Qiao X, Wang B, Xu J, Chen J, Song T, Yin H. Functional imaging and targeted drug delivery in mice and patient tumors with a cell nucleolus-localizing and tumor-targeting peptide. Biomaterials 2022; 289:121758. [DOI: 10.1016/j.biomaterials.2022.121758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 07/31/2022] [Accepted: 08/18/2022] [Indexed: 11/30/2022]
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6
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Bakhshwin A, Allende DS. The Histopathology of Neoadjuvant-Treated (NAT) Pancreatic Ductal Adenocarcinoma. Surg Pathol Clin 2022; 15:511-528. [PMID: 36049833 DOI: 10.1016/j.path.2022.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Examination of pancreatic ductal adenocarcinoma after NAT with the intent of diagnosis and outcome prediction remains a challenging task. The lack of a uniform approach to macroscopically assess these cases along with variations in sampling adds to the complexity. Several TRG systems have been proposed to correlate with an overall survival. In clinical practice, most of these TRG schemes have shown low level of interobserver agreement arguing for a need of larger studies and more innovative ways to assess outcome in this population.
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Affiliation(s)
- Ahmed Bakhshwin
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L1-360-R11, Cleveland, OH 44195, USA. https://twitter.com/Ahmed_Bakhshwin
| | - Daniela S Allende
- Robert J. Tomsich Pathology & Laboratory Medicine Institute, Cleveland Clinic, 9500 Euclid Avenue, L25, Cleveland, OH 44195, USA.
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Rashidi M, Mahmoudian E, Mirzaei S, Mazloomi SN, Bazi A, Azadeh H, Mozaffari M. Harmaline downregulates angiogenesis markers and suppresses the growth of 4T1 breast cancer cells in vivo and in vitro. Chem Biol Interact 2022; 365:110087. [PMID: 35963316 DOI: 10.1016/j.cbi.2022.110087] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 07/24/2022] [Accepted: 07/30/2022] [Indexed: 11/29/2022]
Abstract
The anti-angiogenic effects of harmaline, an alkaloid with emerging anti-tumor properties, are under investigation. In the present study, the effects of different doses of harmaline, either alone or in combination with doxorubicin (DOX), were assessed in mice models of breast tumor. Breast tumors were created by the subcutaneous injection of 4T1 cells into Balb/c mice. The mice received either normal saline, harmaline alone (10, 20, or 30 mg/kg), or harmaline (20 mg/kg) + DOX (10 mg/kg). Immunohistochemistry, ELISA, and real-time PCR were conducted to measure target parameters. Harmaline significantly increased tumor cells' sensitivity to DOX as confirmed by a significantly reduced tumor volume in the harmaline + DOX group after 24 days (P < 0.05). Also, the levels of Ki-67 (P < 0.001), MMP-2 (P < 0.001), and VEGF (P < 0.001) significantly decreased while the level of E-cadherin increased (P < 0.001) in the tumor tissues of the mice treated with 20 or 30 mg/kg harmaline or harmaline (20 mg/kg) + DOX (10 mg/kg) compared to the control group. There was a significant reduction in the serum level of IL-4 in tumor-bearing mice treated with harmaline (P < 0.05), and IFN-γ serum level was significantly augmented in all experimental groups compared to the control group (P < 0.05). The genes encoding VEGF, VEGF receptor 2, CD105, and COX2 were significantly down-regulated (P < 0.05 for all) in harmaline-treated (either alone or in combination with DOX) mice. In conclusion, harmaline seems to have the potential to be used as an anticancer agent for treating breast cancer.
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Affiliation(s)
- Mohsen Rashidi
- Department Pharmacology, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran; The Health of Plant and Livestock Products Research Center,Mazandaran University of Medical Sciences, Sari, Iran.
| | - Elham Mahmoudian
- Cellular & Molecular Medicine Department, Faculty of Medicine, University of Ottawa, 451 ch. Smyth Rd., Roger Guindon Hall, Ottawa, ON, K1H 8M5, Canada
| | - Sepideh Mirzaei
- Department of Biology, Faculty of Science, Islamic Azad University, Science and Research Branch, Tehran, Iran
| | - Seyadeh Narges Mazloomi
- The Health of Plant and LivestockProducts Research Center, Mazandaran University of Medical Sciences, Sari, Iran; Food and Drug Administration, Mazandaran University of Medical Sciences, Sari, Iran
| | - Ali Bazi
- Department of Hematology, Faculty of Allied Medical Sciences, Zabol University of Medical Sciences, Zabol, Iran
| | - Hossein Azadeh
- Department of Internal Medicine, Rheumatology Division, Orthopedic Research Center, Mazandaran University of Medical Sciences, Sari, Iran.
| | - Mobina Mozaffari
- Student Research Committee, Mazandaran University of Medical Sciences, Sari, Iran
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8
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Montagna G, Zhang J, Sevilimedu V, Charyn J, Abbate K, Gomez EA, Mehrara B, Morrow M, Barrio AV. Risk Factors and Racial and Ethnic Disparities in Patients With Breast Cancer-Related Lymphedema. JAMA Oncol 2022; 8:1195-1200. [PMID: 35679026 PMCID: PMC9185510 DOI: 10.1001/jamaoncol.2022.1628] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Importance Risk factors for breast cancer-related lymphedema (BCRL) after axillary lymph node dissection (ALND) are poorly understood. Objective To evaluate rates of and risk factors associated with BCRL in a prospective cohort of women treated with ALND. Design, Setting, and Participants This prospective BCRL screening study performed at a tertiary cancer center enrolled women with breast cancer 18 years and older undergoing breast surgery and unilateral ALND in the primary setting or after sentinel lymph node biopsy. Exposures Risk of BCRL during the first 2 years after ALND and radiotherapy. Main Outcomes and Measures Patients were prospectively evaluated with arm volume (perometer) measurements, and BCRL was defined as a relative volume change of 10% or greater from baseline. Cumulative incidence of BCRL was assessed using competing risk analysis. Risk factors for BCRL were assessed on univariate and multivariable analyses. Results From November 2016 to March 2020, 304 patients were enrolled; 276 had at least 1 longitudinal measurement. Median (IQR) age was 48 (40-57) years; median (IQR) body mass index, calculated as weight in kilograms divided by height in meters squared, was 26.4 (22.5-31.2). Of the 276 patients included in the analysis, 29 (11%) self-identified as Asian, 55 (20%) as Black, 16 (6%) as Hispanic, 166 (60%) as White, and 10 (3%) as unknown race and ethnicity; 70% received neoadjuvant chemotherapy (NAC); 93% received nodal irradiation. The 24-month BCRL rate was 23.8% (95% CI, 17.9%-29.8%), with significant variation by race and ethnicity (24-month rate: 37.2% [Black], 27.7% [Hispanic], 22.5% [Asian], and 19.8% [White]; P = .004). The BCRL rates were also higher among patients receiving NAC vs up-front surgery (24-month rate: 29.3% vs 11.1%; P = .01). On multivariable analysis, Black race and Hispanic ethnicity (compared with White race) (odds ratio [OR], 3.88; 95% CI, 2.14-7.08 and OR, 3.01; 95% CI, 1.10-7.62, respectively; P < .001 for each), receipt of NAC (compared with up-front surgery) (OR, 2.10; 95% CI, 1.16-3.95; P = .01), older age (OR, 1.04; 95% CI, 1.02-1.07 per 1-year increase; P = .001), and a longer follow-up interval (OR, 1.57; 95% CI, 1.30-1.90 per 6-month increase; P < .001) were independently associated with an increased risk of BCRL, while ERBB2-positive subtype was associated with a decreased risk of BCRL (compared with hormone receptor positive/ERBB2 negative): OR, 0.50; 95% CI, 0.23-0.99; P = .04). Conclusion and Relevance In this cohort study, Black race, Hispanic ethnicity, NAC receipt, older age, and longer follow-up were independently associated with risk of BCRL. Studies are warranted to evaluate the biologic mechanisms behind racial and ethnic disparities in BCRL development and alternatives to NAC to avoid ALND in tumor subtypes unlikely to achieve nodal pathologic complete response.
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Affiliation(s)
- Giacomo Montagna
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jennifer Zhang
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Varadan Sevilimedu
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jillian Charyn
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Kelly Abbate
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Ethan A. Gomez
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Babak Mehrara
- Division of Plastic and Reconstructive Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Monica Morrow
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Andrea V. Barrio
- Breast Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
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Candelaria RP, Adrada BE, Lane DL, Rauch GM, Moulder SL, Thompson AM, Bassett RL, Arribas EM, Le-Petross HT, Leung JWT, Spak DA, Ravenberg EE, White JB, Valero V, Yang WT. Mid-treatment Ultrasound Descriptors as Qualitative Imaging Biomarkers of Pathologic Complete Response in Patients with Triple-Negative Breast Cancer. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:1010-1018. [PMID: 35300879 PMCID: PMC9050953 DOI: 10.1016/j.ultrasmedbio.2022.01.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 01/06/2022] [Accepted: 01/27/2022] [Indexed: 06/03/2023]
Abstract
This study aimed to investigate mid-treatment breast tumor ultrasound characteristics that may predict eventual pathologic complete response (pCR) in triple-negative breast cancer; specifically, we examined associations between pCR and two parameters: tumor response pattern and tumor appearance. Ultrasound was performed at mid-treatment, defined as the completion of four cycles of anthracycline-based chemotherapy and before receiving taxane-based chemotherapy. Consensus imaging review was performed while blinded to pathology results (i.e., pCR/non-pCR) from surgery. Tumor response pattern was described as "complete," "concentric," "fragmented," "stable" or "progression." Tumor appearance was designated as "mass," "architectural distortion," "flat tumor bed" or "clip only." Univariate and multivariate regression analyses of 144 participants showed significant associations between mid-treatment response pattern and pCR (p = 0.0348 and p = 0.0173, respectively), with complete and concentric response patterns more likely to achieve pCR than other patterns. Univariate and multivariate regression analyses further showed significant associations between mid-treatment tumor appearance and pCR (p < 0.0001 for both), with persistent appearance of mass less likely than other appearances to achieve pCR. To conclude, our study demonstrated strong associations between pCR and both tumor response pattern and tumor appearance, thereby suggesting that these parameters have potential as qualitative imaging biomarkers of pCR in triple-negative breast cancer.
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Affiliation(s)
- Rosalind P Candelaria
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
| | - Beatriz E Adrada
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Deanna L Lane
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Gaiane M Rauch
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Stacy L Moulder
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Alastair M Thompson
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Roland L Bassett
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Elsa M Arribas
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Huong T Le-Petross
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jessica W T Leung
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - David A Spak
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Elizabeth E Ravenberg
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Jason B White
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Vicente Valero
- Department of Breast Medical Oncology, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Wei T Yang
- Department of Breast Imaging, University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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10
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Yonemoto S, Uesato M, Nakano A, Murakami K, Toyozumi T, Maruyama T, Suito H, Tamachi T, Kato M, Kainuma S, Matsusaka K, Matsubara H. Why is endosonography insufficient for residual diagnosis after neoadjuvant therapy for esophageal cancer? Solutions using muscle layer evaluation. World J Gastrointest Endosc 2022; 14:320-334. [PMID: 35719903 PMCID: PMC9157697 DOI: 10.4253/wjge.v14.i5.320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 02/11/2022] [Accepted: 04/03/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The diagnosis of residual tumors using endoscopic ultrasound (EUS) after neoadjuvant therapy for esophageal cancer is considered challenging. However, the reasons for this difficulty are not well understood. AIM To investigate the ultrasound imaging features of residual tumors and identify the limitations and potential of EUS. METHODS This exploratory prospective observational study enrolled 23 esophageal squamous cell carcinoma patients receiving esophagectomy after neoadjuvant therapy [15 patients after neoadjuvant chemotherapy (NAC) and 8 patients after chemoradiotherapy (CRT)] at the Department of Surgery, Chiba University Hospital, between May 2020 and October 2021. We diagnosed the T stage for specimens using ultrasound just after surgery and compared ultrasound images with the cut surface of the fixed specimens of the same level of residual tumor. The ratio of esophageal muscle layer defect measured by ultrasound was compared with clinicopathological factors. Furthermore, the rate of reduction for the muscle layer defect was evaluated using EUS images obtained before and after neoadjuvant therapy. RESULTS The accuracy of T stage rate was 61% (n = 14/23), which worsened after CRT (38%, n = 3/8) than after NAC (73%, n = 11/15) because of overstaging. Moreover, pT0 could not be diagnosed in all cases. The detection rate of residual tumor for specimens using ultrasound retrospectively was 75% (n = 15/20). There was no correlation between after-NAC (79%, n = 11/14) and after-CRT (67%, n = 4/6) detection rate. The detection of superficial and submucosal types was poor. The pathologic tumor size and pathological response were correlated. Tumor borders were irregular and echogenicity was mixed type after CRT. There was a correlation between the pT stage (pT0/1 vs pT2/3) and the length of muscle layer circumference (P = 0.025), the length of muscle layer defect (P < 0.001), and the ratio of muscle layer defect (P < 0.001). There was also a correlation between the pT stage and the rate of muscle layer defect reduction measured by EUS (P = 0.001). CONCLUSION Compared to pathological images, some tumors are undetectable by ultrasound. Focusing on the esophageal muscle layer might help diagnose the depth of the residual tumor.
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Affiliation(s)
- Shohei Yonemoto
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Masaya Uesato
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Akira Nakano
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Kentaro Murakami
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Takeshi Toyozumi
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Tetsuro Maruyama
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Hiroshi Suito
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Tomohide Tamachi
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Manami Kato
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Shunsuke Kainuma
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Keisuke Matsusaka
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
| | - Hisahiro Matsubara
- Frontier Surgery, Graduate School of Medicine, Chiba University, Chiba 260-8670, Japan
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11
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Lee J, Park NJY, Kang B, Jung JH, Kim WW, Chae YS, Lee SJ, Kim HJ, Park JY, Park HY. Higher Pathological Complete Response Rate of Less than 10 Total Axillary Lymph Nodes After Axillary Lymph Node Dissection Following Neoadjuvant Chemotherapy in Breast Cancer. Front Surg 2022; 9:678169. [PMID: 35433822 PMCID: PMC9008405 DOI: 10.3389/fsurg.2022.678169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 02/01/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundThe American Joint Committee on Cancer (AJCC) guideline recommends the evaluation of ≥10 axillary lymph nodes (ALN) in patients with breast cancer to assess the N stage. However, the total ALN count in ALN dissection (ALND) often decreases after neoadjuvant chemotherapy in breast cancer. The authors compared clinicopathological factors and oncological outcomes between <10 vs. ≥10 ALNs after ALND following neoadjuvant chemotherapy in breast cancer.MethodsData of 159 patients with breast cancer, treated with neoadjuvant chemotherapy and ALND, were reviewed, and the cases were classified into two groups (<10 vs. ≥10 ALN count). The treatment response was determined based on the RECIST 1.1 criteria, and histopathological regression of the tumor was assessed based on the Miller-Payne grading scales.ResultsMost of the clinical and pathological factors did not demonstrate any significant differences between the two groups. However, the pathological complete response (pCR) rate in breast lesion and ALNs were the higher trend in the group with <10 ALNs. During the 88-month follow-up period, there was no significant difference in locoregional recurrence, distant metastasis, or overall survival.ConclusionsAlthough there was a limitation due to different sample sizes, additional axillary surgery may not be necessary even in cases with <10 total ALNs after ALND, following neoadjuvant chemotherapy because the lymph nodes are more likely to have been regressed themselves due to neoadjuvant chemotherapy, and the residual lymph nodes may be absent.
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Affiliation(s)
- Jeeyeon Lee
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Nora Jee-Young Park
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
- Department of Pathology, School of Medicine, Kyungpook National University, Daegu, South Korea
| | - Byeongju Kang
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Jin Hyang Jung
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Wan Wook Kim
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
| | - Yee Soo Chae
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
- Department of Oncology/Hematology, School of Medicine, Kyungpook National University, Daegu, South Korea
| | - Soo Jung Lee
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
- Department of Oncology/Hematology, School of Medicine, Kyungpook National University, Daegu, South Korea
| | - Hye Jung Kim
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
- Department of Radiology, School of Medicine, Kyungpook National University, Daegu, South Korea
| | - Ji-Young Park
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
- Department of Pathology, School of Medicine, Kyungpook National University, Daegu, South Korea
- Ji-Young Park
| | - Ho Yong Park
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, South Korea
- Kyungpook National University Chilgok Hospital, Daegu, South Korea
- *Correspondence: Ho Yong Park
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12
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Deep learning of quantitative ultrasound multi-parametric images at pre-treatment to predict breast cancer response to chemotherapy. Sci Rep 2022; 12:2244. [PMID: 35145158 PMCID: PMC8831592 DOI: 10.1038/s41598-022-06100-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Accepted: 01/20/2022] [Indexed: 12/24/2022] Open
Abstract
In this study, a novel deep learning-based methodology was investigated to predict breast cancer response to neo-adjuvant chemotherapy (NAC) using the quantitative ultrasound (QUS) multi-parametric imaging at pre-treatment. QUS multi-parametric images of breast tumors were generated using the data acquired from 181 patients diagnosed with locally advanced breast cancer and planned for NAC followed by surgery. The ground truth response to NAC was identified for each patient after the surgery using the standard clinical and pathological criteria. Two deep convolutional neural network (DCNN) architectures including the residual network and residual attention network (RAN) were explored for extracting optimal feature maps from the parametric images, with a fully connected network for response prediction. In different experiments, the features maps were derived from the tumor core only, as well as the core and its margin. Evaluation results on an independent test set demonstrate that the developed model with the RAN architecture to extract feature maps from the expanded parametric images of the tumor core and margin had the best performance in response prediction with an accuracy of 88% and an area under the receiver operating characteristic curve of 0.86. Ten-year survival analyses indicate statistically significant differences between the survival of the responders and non-responders identified based on the model prediction at pre-treatment and the standard criteria at post-treatment. The results of this study demonstrate the promising capability of DCNNs with attention mechanisms in predicting breast cancer response to NAC prior to the start of treatment using QUS multi-parametric images.
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13
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Aravind S, Jose J, Shenoy PK, Avaronnan M, Thavarool SB, Nayanar SK. The Spectrum of Histomorphological Changes and Pathological Tumor Response following Preoperative Oral Metronomic Chemotherapy in Oral Squamous Cell Carcinoma. South Asian J Cancer 2022; 11:146-151. [DOI: 10.1055/s-0041-1735592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
Abstract
Background Oral metronomic chemotherapy (OMCT) represents an emerging concept in cancer treatment involving frequent administration of chemotherapeutic drugs at doses below maximum tolerated doses and with no prolonged drug-free break. OMCT is being tried preoperatively in developing nations with constrained resources to prevent disease progression during the waiting period from diagnosis to surgery (bridge OMCT). The aim of the present study was to assess the spectrum of histomorphological changes and pathological tumor response following bridge OMCT in oral squamous cell carcinoma (OSCC) and to propose a new pathological response scoring system.
Materials and Methods A retrospective single-center study comprised of tissue sections of tumor proper and metastatic lymph nodes of 50, locally advanced OSCC patients treated with bridge OMCT, and had completed definitive surgery were analyzed. The present study evaluated the histomorphological features and proposed a new scoring system for pathologic tumor response. The pathologic tumor response was categorized as complete response (pCR), no response (pNR), and partial response (pPR).
Results Of the total 50 patients, 2 patients had pCR, 3 had pNR, and 45 patients had pPR as per the new proposed scoring system. Note that 96% of the cases showed no disease progression.
Conclusion Bridge OMCT is a novel treatment method that can be used to tide over the waiting period between the diagnosis and surgery in resource-constrained institutions with heavy patient load. This mode of treatment in locally advanced OSCC seems to provide promising results in this setting. Large multicentric trials are warranted to confirm these results.
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Affiliation(s)
- Sithara Aravind
- Division of Oncopathology, Malabar Cancer Centre, Thalassery, Kerala, India
| | - Jasmin Jose
- Division of Oncopathology, Malabar Cancer Centre, Thalassery, Kerala, India
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14
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Klimonda Z, Karwat P, Dobruch-Sobczak K, Piotrzkowska-Wróblewska H, Litniewski J. Assessment of breast cancer response to neoadjuvant chemotherapy based on ultrasound backscattering envelope statistics. Med Phys 2021; 49:1047-1054. [PMID: 34954844 DOI: 10.1002/mp.15428] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 12/16/2021] [Accepted: 12/16/2021] [Indexed: 12/24/2022] Open
Abstract
PURPOSE Neoadjuvant chemotherapy (NAC) is used in breast cancer before tumor surgery to reduce the size of the tumor and the risk of spreading. Monitoring the effects of NAC is important because in a number of cases the response to therapy is poor and requires a change in treatment. A new method that uses quantitative ultrasound to assess tumor response to NAC has been presented. The aim was to detect NAC unresponsive tumors at an early stage of treatment. METHODS The method assumes that ultrasound scattering is different for responsive and non-responsive tumors. The assessment of the NAC effects was based on the differences between the histograms of the ultrasound echo amplitude recorded from the tumor after each NAC dose and from the tissue phantom, estimated using the Kolmogorov-Smirnov statistics (KSS) and the symmetrical Kullback-Leibler divergence (KLD). After therapy, tumors were resected and histopathologically evaluated. The percentage of residual malignant cells (RMC) was determined and was the basis for assessing the tumor response. The data set included ultrasound data obtained from 37 tumors. The performance of the methods was assessed by means of the area under the receiver operating characteristic curve (AUC). RESULTS For responding tumors a decrease in the mean KLD and KSS values was observed after subsequent doses of NAC. In non-responding tumors the KLD was higher and did not change in subsequent NAC courses. Classification based on the KSS or KLD parameters allowed to detect tumors not responding to NAC after the first dose of the drug, with AUC equal 0.83±0.06 and 0.84±0.07 respectively. After the third dose, the AUC increased to 0.90±0.05 and 0.91±0.04 respectively. CONCLUSIONS The results indicate the potential usefulness of the proposed parameters in assessing the effectiveness of the NAC and early detection of non-responding cases. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Ziemowit Klimonda
- Ultrasound Department, Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego 5B, Warsaw, 02-106, Poland
| | - Piotr Karwat
- Ultrasound Department, Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego 5B, Warsaw, 02-106, Poland
| | - Katarzyna Dobruch-Sobczak
- Ultrasound Department, Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego 5B, Warsaw, 02-106, Poland.,Radiology Department II, Maria Skłodowska-Curie National Research Institute of Oncology, Wawelska 15B, Warsaw, 02-034, Poland
| | - Hanna Piotrzkowska-Wróblewska
- Ultrasound Department, Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego 5B, Warsaw, 02-106, Poland
| | - Jerzy Litniewski
- Ultrasound Department, Institute of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego 5B, Warsaw, 02-106, Poland
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15
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Clinical Study of Sentinel Lymph Node Detection Using Photodynamic Eye for Abdominal Radical Trachelectomy. Curr Oncol 2021; 28:4709-4720. [PMID: 34898550 PMCID: PMC8628807 DOI: 10.3390/curroncol28060397] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/01/2021] [Accepted: 11/13/2021] [Indexed: 12/24/2022] Open
Abstract
This study aimed to assess the accuracy of predicting pelvic lymph node status using sentinel lymph node (SLN) biopsy with indocyanine green (ICG) and to examine the outcomes of SLN biopsy-guided abdominal radical trachelectomy (ART). Patients with stage IA2-IB2 cervical cancer from January 2009 to January 2021 were included. ICG was injected before ART and SLNs were identified, excised, and assessed intraoperatively using fast-frozen sections. Systemic pelvic lymphadenectomy was subsequently performed. The SLN detection rate, sensitivity, and false-negative rate were determined. Thirty patients desiring fertility preservation were enrolled, of whom 26 successfully completed ART and four underwent radical hysterectomies because of metastatic primary SLNs. Bilateral SLNs were identified in all patients. The sensitivity, false-negative rate, and negative predictive value were 100%, 7.7%, and 92.3%, respectively. Three (12%) patients were lost to follow-up: two relapsed and one died of tumor progression. Of the nine patients who tried to conceive after surgery, four achieved pregnancy and three delivered healthy live infants. In women with early-stage cervical cancer who desired to conserve fertility, SLN mapping with ICG had a very high detection rate, sensitivity, and low false-negative rate. SLN biopsy-guided ART is a feasible and accurate method for assessing pelvic node status.
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16
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Histopathological investigation of the 1p/19q-codeleted gliomas resected following alkylating agent chemotherapy. J Neurooncol 2021; 155:235-246. [PMID: 34718935 DOI: 10.1007/s11060-021-03855-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 09/23/2021] [Indexed: 10/19/2022]
Abstract
PURPOSE Lower grade gliomas with 1p/19q codeletion are often responsive to chemotherapy, and several of these have been treated using upfront chemotherapy and subsequent resection following tumor volume decrease. This study aimed to elucidate the histological changes and the mechanism of recurrence after alkylating agent chemotherapy in 1p/19-codeleted gliomas. METHODS Fourteen 1p/19q-codeleted gliomas resected following tumor volume decrease after alkylating agent chemotherapy were included and compared with their pre-chemotherapy specimens. Histological changes were investigated using hematoxylin-eosin staining, and changes in proliferative activity, status of glioma stem cells (GSCs), and tumor-infiltrating macrophages were assessed using immunohistochemistry for Ki-67/MIB-1, CD68 as a pan-macrophage/monocyte marker, CD163 as a presumed marker of M2 polarity, and nestin and CD133 as markers of GSCs. RESULTS The most frequent histological findings following chemotherapy included a sparse glial background and abundant foamy cell infiltration. The Ki-67/MIB-1 index decreased and the number of CD68 + cells increased after chemotherapy. The increasing rate of CD68 + cells in the post-/pre-chemotherapy specimens was inversely correlated with patient prognosis but not tumor response. The number of CD163 + cells, M2/M1 + M2 ratio, and the ratio of GSCs to total tumor cells increased after chemotherapy, and those in the post-chemotherapy specimens were negatively correlated with patient prognosis. There was a correlation between the M2/M1 + M2 ratio and the ratio of GSCs in both pre- and post-chemotherapy specimens. CONCLUSION GSCs in conjunction with M2 macrophages constitute the mechanism of resistance to and recurrence after alkylating agent chemotherapy in 1p/19q-codeleted gliomas.
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17
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Akdaş Reis Y, Tapisiz OL, Göktolga Ü, Şimşek G, Erten Ö, Kiykaç Altinbaş Ş, Erkaya S. The Effect of Disulfiram in the Prevention of Postoperative Adhesion Formation in an Experimental Rat Uterine Horn Model. Reprod Sci 2021; 28:2650-2660. [PMID: 33782899 DOI: 10.1007/s43032-021-00543-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Accepted: 03/09/2021] [Indexed: 10/21/2022]
Abstract
Postoperative adhesions can cause serious complications, including intestinal obstruction, chronic abdominopelvic pain, and infertility in women. Here we investigate the effects of disulfiram on the postoperative adhesion model. Female Wistar rats were used (n = 72). The animals were separated into six groups (12 rats per group): group 1 (control), group 2 (300 mg/kg disulfiram administered for 3 days preoperatively), group 3 (50 mg/kg disulfiram administered for 3 days preoperatively and 14 days postoperatively), group 4 (300 mg/kg disulfiram administered for 3 days preoperatively and 14 days postoperatively), group 5 (50 mg/kg disulfiram administered 14 days postoperatively only), and group 6 (300 mg/kg disulfiram administered 14 days postoperatively only). A histopathologic examination was performed. Immunohistochemical stainings for matrix metalloproteinase-2 and 9 (MMP-2, and MMP-9) and vascular endothelial growth factor (VEGF) were evaluated. The macroscopic adhesion scores were significantly lower in the disulfiram groups (groups 3, 4, and 6) compared to the control group (p < 0.05). Inflammation scores were lower in all groups receiving disulfiram, but only reached statistical significance in group 4 (p < 0.05). In the immunohistochemical evaluation of the groups, MMP-9 was significantly lower in group 5 than group 4 (p < 0.05). There was no significant difference between the groups for MMP-2 and VEGF. We found that disulfiram reduced postoperative adhesion formation. Disulfiram becomes more effective (by directly reducing inflammation) when initiated during the preoperative period at high doses.
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Affiliation(s)
- Yıldız Akdaş Reis
- Department of Obstetrics and Gynecology, Etlik Zübeyde Hanım Women's Health Training and Research Hospital, 06010, Ankara, Turkey.
| | - Omer Lutfi Tapisiz
- Department of Obstetrics and Gynecology, Etlik Zübeyde Hanım Women's Health Training and Research Hospital, 06010, Ankara, Turkey
| | - Ümit Göktolga
- Department of Obstetrics and Gynecology, Bahceci Health Group, Istanbul, Turkey
| | - Gülçin Şimşek
- Department of Pathology, Kecioren Education and Research Hospital, Ankara, Turkey
| | - Özlem Erten
- Department of Obstetrics and Gynecology, Evliya Celebi Training and Research Hospital, Kütahya University of Health Sciences, Kütahya, Turkey
| | - Şadıman Kiykaç Altinbaş
- Department of Obstetrics and Gynecology, Etlik Zübeyde Hanım Women's Health Training and Research Hospital, 06010, Ankara, Turkey
| | - Salim Erkaya
- Department of Obstetrics and Gynecology, Dr. Zekai Tahir Burak Women's Health Training and Research Hospital, Ankara, Turkey
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18
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An J, Kwon H, Lim W, Moon BI, Paik NS. The Comparison of Breast Reconstruction Using Two Types of Acellular Dermal Matrix after Breast-Conserving Surgery. J Clin Med 2021; 10:jcm10153430. [PMID: 34362213 PMCID: PMC8347910 DOI: 10.3390/jcm10153430] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 07/23/2021] [Accepted: 07/28/2021] [Indexed: 12/12/2022] Open
Abstract
Breast reconstruction during breast-conserving surgery (BCS) can improve the breast shape. This study introduces breast reconstruction in BCS with two types of acellular dermal matrix (ADM). The study included 134 patients who underwent BCS due to breast cancer from February 2018 to May 2021. This study was conducted by one surgeon, and is the result of a three-year study. The patient group who underwent BCS using ADM was mainly targeted at patients with minor to severe defects after the operation. The average age of the patients was 51.8 years, and the body mass index (BMI) was 23.8 kg/m. The specimen weight was 30–120 g. The average surgical time, including reconstruction, was 100.4 min, combined with reconstruction. There were minor complications in six patients. The advantage of using ADM is that it can quickly correct the shape of the breast after conventional BCS surgery. Pellet-type ADM, rather than sheet-type, can create a breast shape similar to that before surgery. Breast reconstruction using ADM can be an easy and convenient method for making a better shape from BCS.
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19
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Multiparametric ultrasound examination for response assessment in breast cancer patients undergoing neoadjuvant therapy. Sci Rep 2021; 11:2501. [PMID: 33510306 PMCID: PMC7844231 DOI: 10.1038/s41598-021-82141-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 01/06/2021] [Indexed: 02/07/2023] Open
Abstract
To investigate the performance of multiparametric ultrasound for the evaluation of treatment response in breast cancer patients undergoing neoadjuvant chemotherapy (NAC). The IRB approved this prospective study. Breast cancer patients who were scheduled to undergo NAC were invited to participate in this study. Changes in tumour echogenicity, stiffness, maximum diameter, vascularity and integrated backscatter coefficient (IBC) were assessed prior to treatment and 7 days after four consecutive NAC cycles. Residual malignant cell (RMC) measurement at surgery was considered as standard of reference. RMC < 30% was considered a good response and > 70% a poor response. The correlation coefficients of these parameters were compared with RMC from post-operative histology. Linear Discriminant Analysis (LDA), cross-validation and Receiver Operating Characteristic curve (ROC) analysis were performed. Thirty patients (mean age 56.4 year) with 42 lesions were included. There was a significant correlation between RMC and echogenicity and tumour diameter after the 3rd course of NAC and average stiffness after the 2nd course. The correlation coefficient for IBC and echogenicity calculated after the first four doses of NAC were 0.27, 0.35, 0.41 and 0.30, respectively. Multivariate analysis of the echogenicity and stiffness after the third NAC revealed a sensitivity of 82%, specificity of 90%, PPV = 75%, NPV = 93%, accuracy = 88% and AUC of 0.88 for non-responding tumours (RMC > 70%). High tumour stiffness and persistent hypoechogenicity after the third NAC course allowed to accurately predict a group of non-responding tumours. A correlation between echogenicity and IBC was demonstrated as well.
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20
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Song D, Man X, Jin M, Li Q, Wang H, Du Y. A Decision-Making Supporting Prediction Method for Breast Cancer Neoadjuvant Chemotherapy. Front Oncol 2021; 10:592556. [PMID: 33469514 PMCID: PMC7813988 DOI: 10.3389/fonc.2020.592556] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 11/16/2020] [Indexed: 01/02/2023] Open
Abstract
Neoadjuvant chemotherapy (NAC) may increase the resection rate of breast cancer and shows promising effects on patient prognosis. It has become a necessary treatment choice and is widely used in the clinical setting. Benefitting from the clinical information obtained during NAC treatment, computational methods can improve decision-making by evaluating and predicting treatment responses using a multidisciplinary approach, as there are no uniformly accepted protocols for all institutions for adopting different treatment regiments. In this study, 166 Chinese breast cancer cases were collected from patients who received NAC treatment at the First Bethune Hospital of Jilin University. The Miller–Payne grading system was used to evaluate the treatment response. Four machine learning multiple classifiers were constructed to predict the treatment response against the 26 features extracted from the patients’ clinical data, including Random Forest (RF) model, Convolution Neural Network (CNN) model, Support Vector Machine (SVM) model, and Logistic Regression (LR) model, where the RF model achieved the best performance using our data. To allow a more general application, the models were reconstructed using only six selected features, and the RF model achieved the highest performance with 54.26% accuracy. This work can efficiently guide optimal treatment planning for breast cancer patients.
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Affiliation(s)
- Dong Song
- Department of Breast Surgery, The First Hospital, Jilin University, Changchun, China
| | - Xiaxia Man
- Department of Oncological Gynecology, The First Hospital, Jilin University, Changchun, China
| | - Meng Jin
- School of Information Science and Technology, Northeast Normal University, Changchun, China.,Institute of Computational Biology, Northeast Normal University, Changchun, China
| | - Qian Li
- Department of Breast Surgery, The First Hospital, Jilin University, Changchun, China
| | - Han Wang
- School of Information Science and Technology, Northeast Normal University, Changchun, China.,Institute of Computational Biology, Northeast Normal University, Changchun, China
| | - Ye Du
- Department of Breast Surgery, The First Hospital, Jilin University, Changchun, China
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21
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Sejben A, Kószó R, Kahán Z, Cserni G, Zombori T. Examination of Tumor Regression Grading Systems in Breast Cancer Patients Who Received Neoadjuvant Therapy. Pathol Oncol Res 2020; 26:2747-2754. [PMID: 32691390 PMCID: PMC7471177 DOI: 10.1007/s12253-020-00867-3] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 06/29/2020] [Indexed: 12/16/2022]
Abstract
Neoadjuvant therapy is a common form of treatment in locally advanced breast cancer (LABC) patients. Besides some guidelines for grading regression, a standardized general scheme is not yet available. The aim of our study was to compare the prognostic impact of different regression grading systems, namely the TR/NR, Chevallier, Sataloff, Denkert-Sinn, Miller-Payne, NSABP-B18, Residual Disease in Breast and Nodes and Residual Cancer Burden (RCB) on disease-free (DFS) and overall survival (OS). Data of 746 breast cancer patients treated in neoadjuvant setting between 1999 and 2019 have been included. The different regression grades and follow-up data were collected from medical charts. Statistical analysis included the Kaplan-Meier method, log-rank test and multivariate Cox regression. The average patient age was 55 years. The DFS and OS estimates of patients with complete pathological regression and residual in situ carcinoma have been significantly more favorable than those having partial regression or no signs of regression (pDFS<0.001, pOS < 0.001). Significant differences were found between DFS estimates of classes with partial regression and without regression defined by RCB. Concerning DFS estimates, the RCB classification (p = 0.019), while regarding OS data the y-stage (p = 0.011) and the nodal status (ypN; p = 0.045) were significant prognosticators by multivariate Cox regression. Regression grading systems help the evaluation of regression in LABC patients treated with neoadjuvant therapy. Of the several grading systems compared, the RCB classification makes the best distinction between the outcomes of the different classes, therefore we recommend the inclusion of RCB into the histopathological findings.
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Affiliation(s)
- Anita Sejben
- Department of Pathology, Faculty of Medicine, University of Szeged, Állomás u. 1., Szeged, 6725, Hungary.
| | - Renáta Kószó
- Department of Oncotherapy, University of Szeged, Szeged, Hungary
| | - Zsuzsanna Kahán
- Department of Oncotherapy, University of Szeged, Szeged, Hungary
| | - Gábor Cserni
- Department of Pathology, Faculty of Medicine, University of Szeged, Állomás u. 1., Szeged, 6725, Hungary
- Department of Pathology, Bács-Kiskun County Teaching Hospital, Kecskemét, Hungary
| | - Tamás Zombori
- Department of Pathology, Faculty of Medicine, University of Szeged, Állomás u. 1., Szeged, 6725, Hungary
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22
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Wang H, Mao X. Evaluation of the Efficacy of Neoadjuvant Chemotherapy for Breast Cancer. DRUG DESIGN DEVELOPMENT AND THERAPY 2020; 14:2423-2433. [PMID: 32606609 PMCID: PMC7308147 DOI: 10.2147/dddt.s253961] [Citation(s) in RCA: 81] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 03/14/2020] [Accepted: 05/07/2020] [Indexed: 12/12/2022]
Abstract
Neoadjuvant chemotherapy is increasingly used in breast cancer, especially for downstaging the primary tumor in the breast and the metastatic axillary lymph node. Accurate evaluations of the response to neoadjuvant chemotherapy provide important information on the impact of systemic therapies on breast cancer biology, prognosis, and guidance for further therapy. Moreover, pathologic complete response is a validated and valuable surrogate prognostic factor of survival after therapy. Evaluations of neoadjuvant chemotherapy response are very important in clinical work and basic research. In this review, we will elaborate on evaluations of the efficacy of neoadjuvant chemotherapy in breast cancer and provide a clinical evaluation procedure for neoadjuvant chemotherapy.
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Affiliation(s)
- Huan Wang
- Department of Breast Surgery, The First Affiliated Hospital of China Medical University, Shenyang City, Liaoning Province, People's Republic of China
| | - Xiaoyun Mao
- Department of Breast Surgery, The First Affiliated Hospital of China Medical University, Shenyang City, Liaoning Province, People's Republic of China
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23
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Padmakumar S, Parayath NN, Nair SV, Menon D, Amiji MM. Enhanced anti-tumor efficacy and safety with metronomic intraperitoneal chemotherapy for metastatic ovarian cancer using biodegradable nanotextile implants. J Control Release 2019; 305:29-40. [PMID: 31103675 PMCID: PMC6602817 DOI: 10.1016/j.jconrel.2019.05.022] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 05/03/2019] [Accepted: 05/13/2019] [Indexed: 01/20/2023]
Abstract
The objective of this study was to evaluate intraperitoneal (IP) metronomic chemotherapy using sustained release paclitaxel (PTX) delivery from electrospun biodegradable polymeric yarns woven into suturable nanotextiles. Following confirmation of in vitro PTX efficacy in ID8-VEGF epithelial ovarian cancer cells, in vivo studies were performed upon surgical peritoneal implantation of nanotextile implants in orthotopic, syngeneic ID8-VEGF tumor-bearing C57BL/6 mice. In comparison to the clinical PTX-solution, there was a significant enhancement of anti-tumor efficacy and safety with PTX-nanotextiles. After 35-days, the peritoneum of tumor-bearing mice with PTX-nanotextiles was completely devoid of tumor nodules and ascitic fluid. Additionally, VEGF levels measured in peritoneal lavage fluid were 300-fold lower compared to PTX-solution and 600-fold lower as compared to untreated tumor-bearing animals. PTX-solution treated group also developed severe metastatic lesions and progressive ascitic fluid buildup. More importantly, no signs of systemic/ organ toxicity were observed in PTX-nanotextile implanted mice, unlike the systemic toxic effects induced by PTX-solution. Collectively, our results show the therapeutic and safety advantages offered by combining clinically translatable metronomic low-dose chemotherapy and IP pharmacokinetics using biodegradable nanotextile implants in addressing the challenges of late-stage ovarian cancer.
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Affiliation(s)
- Smrithi Padmakumar
- Department of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, MA 02115, USA; Centre for Nanosciences and Molecular Medicine, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | - Neha N Parayath
- Department of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, MA 02115, USA
| | - Shantikumar V Nair
- Centre for Nanosciences and Molecular Medicine, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India
| | - Deepthy Menon
- Centre for Nanosciences and Molecular Medicine, Amrita Institute of Medical Sciences, Amrita Vishwa Vidyapeetham, Kochi, Kerala, India.
| | - Mansoor M Amiji
- Department of Pharmaceutical Sciences, School of Pharmacy, Northeastern University, Boston, MA 02115, USA.
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24
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Chandler C, Liu T, Buckanovich R, Coffman LG. The double edge sword of fibrosis in cancer. Transl Res 2019; 209:55-67. [PMID: 30871956 PMCID: PMC6545239 DOI: 10.1016/j.trsl.2019.02.006] [Citation(s) in RCA: 127] [Impact Index Per Article: 25.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/17/2018] [Revised: 02/12/2019] [Accepted: 02/15/2019] [Indexed: 02/07/2023]
Abstract
Cancer-associated fibrosis is a critical component of the tumor microenvironment (TME) which significantly impacts cancer behavior. However, there is significant controversy regarding fibrosis as a predominantly tumor promoting or tumor suppressing factor. Cells essential to the generation of tissue fibrosis such as fibroblasts and mesenchymal stem cells (MSCs) have dual phenotypes dependent upon their independence or association with cancer cells. Cancer-associated fibroblasts and cancer-associated MSCs have unique molecular profiles which facilitate cancer cell cross talk, influence extracellular matrix deposition, and direct the immune system to generate a protumorigenic environment. In contrast, normal tissue fibroblasts and MSCs are important in restraining cancer initiation, influencing epithelial cell differentiation, and limiting cancer cell invasion. We propose this apparent dichotomy of function is due to (1) cancer mediated stromal reprogramming; (2) tissue stromal source; (3) unique subtypes of fibrosis; and (4) the impact of fibrosis on other TME elements. First, as cancer progresses, tumor cells influence their surrounding stroma to move from a cancer restraining phenotype into a cancer supportive role. Second, cancer has specific organ tropism, thus stroma derived from preferred metastatic organs support growth while less preferred metastatic tissues do not. Third, there are subtypes of fibrosis which have unique function to support or inhibit cancer growth. Fourth, depleting fibrosis influences other TME components which drive the cancer response. Collectively, this review highlights the complexity of cancer-associated fibrosis and supports a dual function of fibrosis which evolves during the continuum of cancer growth.
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Affiliation(s)
- Chelsea Chandler
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Tianshi Liu
- Department of Internal Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Ronald Buckanovich
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Pittsburgh, Pittsburgh, Pennsylvania; Division of Hematology Oncology, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Lan G Coffman
- Division of Gynecologic Oncology, Department of Obstetrics and Gynecology, University of Pittsburgh, Pittsburgh, Pennsylvania; Division of Hematology Oncology, University of Pittsburgh, Pittsburgh, Pennsylvania.
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Sannachi L, Gangeh M, Tadayyon H, Sadeghi-Naini A, Gandhi S, Wright FC, Slodkowska E, Curpen B, Tran W, Czarnota GJ. Response monitoring of breast cancer patients receiving neoadjuvant chemotherapy using quantitative ultrasound, texture, and molecular features. PLoS One 2018; 13:e0189634. [PMID: 29298305 PMCID: PMC5751990 DOI: 10.1371/journal.pone.0189634] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 11/28/2017] [Indexed: 12/31/2022] Open
Abstract
Background Pathological response of breast cancer to chemotherapy is a prognostic indicator for long-term disease free and overall survival. Responses of locally advanced breast cancer in the neoadjuvant chemotherapy (NAC) settings are often variable, and the prediction of response is imperfect. The purpose of this study was to detect primary tumor responses early after the start of neoadjuvant chemotherapy using quantitative ultrasound (QUS), textural analysis and molecular features in patients with locally advanced breast cancer. Methods The study included ninety six patients treated with neoadjuvant chemotherapy. Breast tumors were scanned with a clinical ultrasound system prior to chemotherapy treatment, during the first, fourth and eighth week of treatment, and prior to surgery. Quantitative ultrasound parameters and scatterer-based features were calculated from ultrasound radio frequency (RF) data within tumor regions of interest. Additionally, texture features were extracted from QUS parametric maps. Prior to therapy, all patients underwent a core needle biopsy and histological subtypes and biomarker ER, PR, and HER2 status were determined. Patients were classified into three treatment response groups based on combination of clinical and pathological analyses: complete responders (CR), partial responders (PR), and non-responders (NR). Response classifications from QUS parameters, receptors status and pathological were compared. Discriminant analysis was performed on extracted parameters using a support vector machine classifier to categorize subjects into CR, PR, and NR groups at all scan times. Results Of the 96 patients, the number of CR, PR and NR patients were 21, 52, and 23, respectively. The best prediction of treatment response was achieved with the combination mean QUS values, texture and molecular features with accuracies of 78%, 86% and 83% at weeks 1, 4, and 8, after treatment respectively. Mean QUS parameters or clinical receptors status alone predicted the three response groups with accuracies less than 60% at all scan time points. Recurrence free survival (RFS) of response groups determined based on combined features followed similar trend as determined based on clinical and pathology. Conclusions This work demonstrates the potential of using QUS, texture and molecular features for predicting the response of primary breast tumors to chemotherapy early, and guiding the treatment planning of refractory patients.
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Affiliation(s)
- Lakshmanan Sannachi
- Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Mehrdad Gangeh
- Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Hadi Tadayyon
- Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Ali Sadeghi-Naini
- Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Sonal Gandhi
- Division of Medical Oncology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Frances C. Wright
- Division of General Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Elzbieta Slodkowska
- Department of Anatomic Pathology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Belinda Curpen
- Division of Breast Imaging, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - William Tran
- Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Gregory J. Czarnota
- Physical Sciences, Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- * E-mail:
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26
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Shubham S, Maan P, Singh M, Bhardwaj M. Invasive Ductal Carcinoma Breast: How Neoadjuvant Chemotherapy Affects the Status of Estrogen Receptor, Progesterone Receptor and HER2/Neu-A Tertiary Care Centre Study. J Clin Diagn Res 2017; 11:EC06-EC08. [PMID: 28892901 DOI: 10.7860/jcdr/2017/29063.10201] [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: 04/04/2017] [Accepted: 04/29/2017] [Indexed: 11/24/2022]
Abstract
INTRODUCTION Determination of Estrogen Receptor (ER), Progesterone Receptor (PR) and HER2/neu in primary Invasive Ductal Carcinoma (IDC) breast is the standard of care parameter for determining treatment options. Whether or not Neoadjuvant Chemotherapy (NAC) affects the receptor status is still an unanswered question. AIM To compare immunohistochemical (IHC) profiles of ER, PR and HER2/neu in primary IDC breast before and after NAC to assess the subsequent effects on receptor status. MATERIALS AND METHODS Thirty two patients diagnosed with primary IDC breast who had a previous breast core biopsy with complete IHC profile followed by NAC and Modified Radical Mastectomy (MRM) were included. For each case demographic and histologic data was collected, including age, grade, amount of necrosis post NAC and IHC panel for ER, PR and HER2/neu in core biopsies. The same IHC panel was applied on Post NAC MRM specimen. Pre- and post NAC IHC expression was compared. RESULTS Patients ranged from 30 years to 75 years in range. ER, PR and HER2/neu status of core biopsies and MRM specimen were compared and overall agreement was noted. Comparison for each receptor was done using McNemar's test and significance was calculated. There was no statistically significant difference in ER and Her2/neu expression between pre- and post-NAC specimens. However, a statistically significant loss of PR expression was noted between the two groups. CONCLUSION Accurate determination of ER, PR and Her2/neu status in primary IDC breast is important to guide further treatment. Change in receptor status post NAC may warrant corresponding change in hormonal therapy.
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Affiliation(s)
- Swasti Shubham
- Assistant Professor, Department of Pathology, People's College of Medical Sciences, Bhopal, Madhya Pradesh, India
| | - Pratibha Maan
- Assistant Professor, Department of Pathology, SMS Medical College and Hospital, Jaipur, Rajasthan, India
| | - Monika Singh
- Senior Resident, Department of Pathology, PGIMER and Dr. RML Hospital, New Delhi, India
| | - Minakshi Bhardwaj
- Professor, Department of Pathology, PGIMER and Dr. RML Hospital, New Delhi, India
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27
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Ballesio L, Gigli S, Di Pastena F, Giraldi G, Manganaro L, Anastasi E, Catalano C. Magnetic resonance imaging tumor regression shrinkage patterns after neoadjuvant chemotherapy in patients with locally advanced breast cancer: Correlation with tumor biological subtypes and pathological response after therapy. Tumour Biol 2017; 39:1010428317694540. [PMID: 28347225 DOI: 10.1177/1010428317694540] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The objective of this study is to analyze magnetic resonance imaging shrinkage pattern of tumor regression after neoadjuvant chemotherapy and to evaluate its relationship with biological subtypes and pathological response. We reviewed the magnetic resonance imaging studies of 51 patients with single mass-enhancing lesions (performed at time 0 and at the II and last cycles of neoadjuvant chemotherapy). Tumors were classified as Luminal A, Luminal B, HER2+, and Triple Negative based on biological and immunohistochemical analysis after core needle biopsy. We classified shrinkage pattern, based on tumor regression morphology on magnetic resonance imaging at the II cycle, as concentric, nodular, and mixed. We assigned a numeric score (0: none; 1: low; 2: medium; 3: high) to the enhancement intensity decrease. Pathological response on the surgical specimen was classified as complete (grade 5), partial (grades 4-3), and non-response (grades 1-2) according to Miller and Payne system. Fisher test was used to relate shrinkage pattern with biological subtypes and final pathological response. Seventeen patients achieved complete response, 25 partial response, and 9 non-response. A total of 13 lesions showed nodular pattern, 20 concentric, and 18 mixed. We found an association between concentric pattern and HER2+ (p < 0.001) and mixed pattern and Luminal A lesions (p < 0.001). We observed a statistical significant correlation between concentric pattern and complete response (p < 0.001) and between mixed pattern and non-response (p = 0.005). Enhancement intensity decrease 3 was associated with complete response (p < 0.001). Shrinkage pattern and enhancement intensity decrease may serve as early response indicators after neoadjuvant chemotherapy. Shrinkage pattern correlates with tumor biological subtypes.
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Affiliation(s)
- Laura Ballesio
- 1 Department of Radiological Oncological and Anatomopathological Sciences, Sapienza University of Rome and Umberto I Hospital, Rome, Italy
| | - Silvia Gigli
- 1 Department of Radiological Oncological and Anatomopathological Sciences, Sapienza University of Rome and Umberto I Hospital, Rome, Italy
| | - Francesca Di Pastena
- 1 Department of Radiological Oncological and Anatomopathological Sciences, Sapienza University of Rome and Umberto I Hospital, Rome, Italy
| | - Guglielmo Giraldi
- 2 Department of Public Health and Infectious Diseases, Sapienza University of Rome, Rome, Italy
| | - Lucia Manganaro
- 1 Department of Radiological Oncological and Anatomopathological Sciences, Sapienza University of Rome and Umberto I Hospital, Rome, Italy
| | - Emanuela Anastasi
- 3 Department of Molecular Medicine, Sapienza University of Rome, Rome, Italy
| | - Carlo Catalano
- 1 Department of Radiological Oncological and Anatomopathological Sciences, Sapienza University of Rome and Umberto I Hospital, Rome, Italy
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28
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Heller DS, Cracchiolo B. Histopathologic Alterations in Ovarian Papillary Serous Cystadenocarcinomas After Neoadjuvant Chemotherapy: Possible Clinical Significance. J Gynecol Surg 2017. [DOI: 10.1089/gyn.2016.0069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Debra S. Heller
- Department of Pathology and Laboratory Medicine, Rutgers–New Jersey Medical School, Newark, NJ
- Department of Obstetrics, Gynecology, and Women's Health, Rutgers–New Jersey Medical School, Newark, NJ
| | - Bernadette Cracchiolo
- Department of Obstetrics, Gynecology, and Women's Health, Rutgers–New Jersey Medical School, Newark, NJ
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29
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Tanaka T, Terai Y, Ashihara K, Tsunetoh S, Akagi H, Yamada T, Ohmichi M. The detection of sentinel lymph nodes in laparoscopic surgery for uterine cervical cancer using 99m-technetium-tin colloid, indocyanine green, and blue dye. J Gynecol Oncol 2016; 28:e13. [PMID: 27894166 PMCID: PMC5323283 DOI: 10.3802/jgo.2017.28.e13] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2016] [Revised: 09/28/2016] [Accepted: 10/21/2016] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE Our objective was to determine the feasibility and detection rates and clarify the most effective combination of injected tracer types for sentinel lymph node (SLN) mapping in uterine cervical cancer in patients who have undergone laparoscopic surgery or neoadjuvant chemotherapy (NAC). METHODS A total of 119 patients with cervical cancer underwent SLN biopsy at radical hysterectomy using three types of tracers. The various factors related to side-specific detection rate, sensitivity, and false negative (FN) rate were analyzed. RESULTS The SLN detection rates using 99m-technetium ((99m)Tc)-tin colloid, indigo carmine, and indocyanine green (ICG) were 85.8%, 20.2%, and 61.6%, respectively. The patients with ≥2-cm-diameter tumors and those who received NAC had lower detection rates than those with <2-cm-diameter tumors (75.7% vs. 91.5%, p<0.01) and those who did not receive NAC (67.9% vs. 86.3%, p<0.01), respectively. Laparoscopic procedures had a higher detection rate than laparotomy (100.0% vs. 77.1%, p<0.01). No factors significantly affected the sensitivity; however, the patients with ≥2-cm-diameter tumors (86.0% vs. 1.4%, p<0.01), NAC (19.4% vs. 2.2%, p<0.01), and those who underwent laparotomy (7.4% vs. 0%, p<0.01) had an unfavorable FN rate. CONCLUSION Among the examined tracers, (99m)Tc had the highest detection of SLN mapping in patients with uterine cervical cancer. Patients with local advanced cervical cancer with/without NAC treatment might be unsuited for SLN mapping. SLN mapping is feasible and results in an excellent detection rate in patients with <2-cm-diameter cervical cancer. Laparoscopic surgery is the best procedure for SLN detection in patients with early-stage disease.
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Affiliation(s)
- Tomohito Tanaka
- Department of Obstetrics and Gynecology, Osaka Medical College, Osaka, Japan
| | - Yoshito Terai
- Department of Obstetrics and Gynecology, Osaka Medical College, Osaka, Japan.
| | - Keisuke Ashihara
- Department of Obstetrics and Gynecology, Osaka Medical College, Osaka, Japan
| | - Satoshi Tsunetoh
- Department of Obstetrics and Gynecology, Osaka Medical College, Osaka, Japan
| | - Hiroyuki Akagi
- Department of Radiology, Osaka Medical College, Osaka, Japan
| | - Takashi Yamada
- Department of Pathology, Osaka Medical College, Osaka, Japan
| | - Masahide Ohmichi
- Department of Obstetrics and Gynecology, Osaka Medical College, Osaka, Japan
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30
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Crowther AJ, Ocasio JK, Fang F, Meidinger J, Wu J, Deal AM, Chang SX, Yuan H, Schmid R, Davis I, Gershon TR. Radiation Sensitivity in a Preclinical Mouse Model of Medulloblastoma Relies on the Function of the Intrinsic Apoptotic Pathway. Cancer Res 2016; 76:3211-23. [PMID: 27197166 DOI: 10.1158/0008-5472.can-15-0025] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Accepted: 03/04/2016] [Indexed: 12/21/2022]
Abstract
While treatments that induce DNA damage are commonly used as anticancer therapies, the mechanisms through which DNA damage produces a therapeutic response are incompletely understood. Here we have tested whether medulloblastomas must be competent for apoptosis to be sensitive to radiotherapy. Whether apoptosis is required for radiation sensitivity has been controversial. Medulloblastoma, the most common malignant brain tumor in children, is a biologically heterogeneous set of tumors typically sensitive to radiation and chemotherapy; 80% of medulloblastoma patients survive long-term after treatment. We used functional genetic studies to determine whether the intrinsic apoptotic pathway is required for radiation to produce a therapeutic response in mice with primary, Shh-driven medulloblastoma. We found that cranial radiation extended the survival of medulloblastoma-bearing mice and induced widespread apoptosis. Expression analysis and conditional deletion studies showed that Trp53 (p53) was the predominant transcriptional regulator activated by radiation and was strictly required for treatment response. Deletion of Bax, which blocked apoptosis downstream of p53, was sufficient to render tumors radiation resistant. In apoptosis-incompetent, Bax-deleted tumors, radiation activated p53-dependent transcription without provoking cell death and caused two discrete populations to emerge. Most radiated tumor cells underwent terminal differentiation. Perivascular cells, however, quickly resumed proliferation despite p53 activation, behaved as stem cells, and rapidly drove recurrence. These data show that radiation must induce apoptosis in tumor stem cells to be effective. Mutations that disable the intrinsic apoptotic pathways are sufficient to impart radiation resistance. We suggest that medulloblastomas are typically sensitive to DNA-damaging therapies, because they retain apoptosis competence. Cancer Res; 76(11); 3211-23. ©2016 AACR.
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Affiliation(s)
- Andrew J Crowther
- UNC Neuroscience Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Jennifer K Ocasio
- UNC Neuroscience Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina. Department of Neurology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Fang Fang
- Department of Genetics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Jessica Meidinger
- Department of Neurology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Jaclyn Wu
- Department of Neurology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Allison M Deal
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Sha X Chang
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina. Department of Radiation Oncology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Hong Yuan
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina. Department of Radiology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Ralf Schmid
- Department of Pathology, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Ian Davis
- Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina. Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, North Carolina
| | - Timothy R Gershon
- UNC Neuroscience Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina. Department of Neurology, University of North Carolina School of Medicine, Chapel Hill, North Carolina. Lineberger Comprehensive Cancer Center, University of North Carolina School of Medicine, Chapel Hill, North Carolina.
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31
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Sannachi L, Tadayyon H, Sadeghi-Naini A, Tran W, Gandhi S, Wright F, Oelze M, Czarnota G. Non-invasive evaluation of breast cancer response to chemotherapy using quantitative ultrasonic backscatter parameters. Med Image Anal 2014; 20:224-36. [PMID: 25534283 DOI: 10.1016/j.media.2014.11.009] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Revised: 11/14/2014] [Accepted: 11/17/2014] [Indexed: 01/08/2023]
Abstract
Tumor response to neoadjuvant chemotherapy in patients (n=30) with locally advanced breast cancer (LABC) was examined using quantitative ultrasound. Three ultrasound backscatter parameters, the integrated backscatter coefficient (IBC), average scatterer diameter (ASD), and average acoustic concentration (AAC), were estimated from tumors prior to treatment and at four times during neoadjuvant chemotherapy treatment (weeks 0, 1, 4, 8, and prior to surgery) and compared to ultimate clinical and pathological tumor responses. Results demonstrated that among all parameters, AAC was the best indicator of tumor response early after starting treatment. The AAC parameter increased substantially in treatment-responding patients as early as one week after treatment initiation, further increased at week 4, and attained a maximum at week 8. In contrast, the backscatter parameters from non-responders did not show any changes after treatment initiation. The two patient populations exhibited a statistically significant difference in changes of AAC (p<0.001) and ASD (p=0.023) over all treatment times examined. The best prediction of treatment response was achieved with the combination of AAC and ASD at week 4 (82% sensitivity, 100% specificity, and 86% accuracy) of 12-18 weeks of treatment. The survival of patients with responsive ultrasound parameters was higher than patients with non-responsive ultrasound parameters (35 ± 11 versus 27 ± 11 months, respectively, p=0.043). This study demonstrates that ultrasound parameters derived from the ultrasound backscattered power spectrum can potentially serve as non-invasive early measures of clinical tumor response to chemotherapy treatments.
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Affiliation(s)
- Lakshmanan Sannachi
- Department of Radiation Oncology, and Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Department of Radiation Oncology and Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Hadi Tadayyon
- Department of Radiation Oncology, and Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Department of Radiation Oncology and Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - Ali Sadeghi-Naini
- Department of Radiation Oncology, and Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Department of Radiation Oncology and Medical Biophysics, University of Toronto, Toronto, ON, Canada
| | - William Tran
- Department of Radiation Oncology, and Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Sonal Gandhi
- Division of Medical Oncology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Frances Wright
- Division of General Surgery, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - Michael Oelze
- Bioacoustics Research Laboratory, Department of Electrical and Computer Engineering, University of Illinois, Urbana-Champaign, USA
| | - Gregory Czarnota
- Department of Radiation Oncology, and Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, ON, Canada; Department of Radiation Oncology and Medical Biophysics, University of Toronto, Toronto, ON, Canada.
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Srivastava A, Kumar S, Ramaswamy R. Two-layer modular analysis of gene and protein networks in breast cancer. BMC SYSTEMS BIOLOGY 2014; 8:81. [PMID: 24997799 PMCID: PMC4105126 DOI: 10.1186/1752-0509-8-81] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2014] [Accepted: 06/26/2014] [Indexed: 02/05/2023]
Abstract
Background Genomic, proteomic and high-throughput gene expression data, when integrated, can be used to map the interaction networks between genes and proteins. Different approaches have been used to analyze these networks, especially in cancer, where mutations in biologically related genes that encode mutually interacting proteins are believed to be involved. This system of integrated networks as a whole exhibits emergent biological properties that are not obvious at the individual network level. We analyze the system in terms of modules, namely a set of densely interconnected nodes that can be further divided into submodules that are expected to participate in multiple biological activities in coordinated manner. Results In the present work we construct two layers of the breast cancer network: the gene layer, where the correlation network of breast cancer genes is analyzed to identify gene modules, and the protein layer, where each gene module is extended to map out the network of expressed proteins and their interactions in order to identify submodules. Each module and its associated submodules are analyzed to test the robustness of their topological distribution. The constituent biological phenomena are explored through the use of the Gene Ontology. We thus construct a “network of networks”, and demonstrate that both the gene and protein interaction networks are modular in nature. By focusing on the ontological classification, we are able to determine the entire GO profiles that are distributed at different levels of hierarchy. Within each submodule most of the proteins are biologically correlated, and participate in groups of distinct biological activities. Conclusions The present approach is an effective method for discovering coherent gene modules and protein submodules. We show that this also provides a means of determining biological pathways (both novel and as well those that have been reported previously) that are related, in the present instance, to breast cancer. Similar strategies are likely to be useful in the analysis of other diseases as well.
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Affiliation(s)
- Alok Srivastava
- C R RAO Advanced Institute of Mathematics, Statistics and Computer Science, University of Hyderabad Campus, Hyderabad 500046, India.
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Koh TS, Thng CH, Hartono S, Dominguez LTM, Lim TKH, Huynh H, Martarello L, Ng QS. Assessment of tumor necrotic fraction by dynamic contrast-enhanced MRI: a preclinical study of human tumor xenografts with histopathologic correlation. NMR IN BIOMEDICINE 2014; 27:486-494. [PMID: 24535773 DOI: 10.1002/nbm.3090] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Revised: 01/09/2014] [Accepted: 01/09/2014] [Indexed: 06/03/2023]
Abstract
Contrary to the common notion that tumor necrotic regions are non-enhancing after contrast administration, recent evidence has shown that necrotic regions exhibit delayed and slow uptake of gadolinium tracer on dynamic contrast-enhanced MRI (DCE MRI). The purpose of this study is to explore whether the mapping of tumor voxels with delayed and slow enhancement on DCE MRI can be used to derive estimates of tumor necrotic fraction. Patient-derived tumor xenograft lines of seven human cancers were implanted in 26 mice which were subjected to DCE MRI performed using a spoiled gradient recalled sequence. Gadolinium tracer concentration was estimated using the variable flip angle technique. To identify tumor voxels exhibiting delayed and slow uptake of contrast medium, clustering analysis was performed using a k-means clustering algorithm that classified tumor voxels according to their contrast enhancement patterns. Comparison of the percentage of tumor voxels exhibiting delayed and slow enhancement with the tumor necrotic fraction estimated on histology showed a strong correlation (r = 0.962, p < 0.001). The mapping of tumor regions with delayed and slow contrast uptake on DCE MRI correlated strongly with tumor necrotic fraction, and can potentially serve as a non-invasive imaging surrogate for the in vivo assessment of necrotic fraction.
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Affiliation(s)
- Tong San Koh
- Department of Oncologic Imaging, National Cancer Center, Singapore; Center for Quantitative Biology, Duke-NUS Graduate Medical School, Singapore
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