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Prajoko YW, Aryandono T. The Effect of P-Glycoprotein (P-gp), Nuclear Factor-Kappa B (Nf-κb), and Aldehyde Dehydrogenase-1 (ALDH-1) Expression on Metastases, Recurrence and Survival in Advanced Breast Cancer Patients. Asian Pac J Cancer Prev 2019; 20:1511-1518. [PMID: 31128056 PMCID: PMC6857879 DOI: 10.31557/apjcp.2019.20.5.1511] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Objective: To investigate the level of three drug resistance proteins; P-glycoprotein 1 (P-gp), nuclear factor
kappa-light-chain-enhancer of activated B cells (NF-κB) and aldehyde dehydrogenase isoform 1 (ALDH1) expression
and their relationship to metastasis, recurrence and survival in advanced breast cancer patients that received neoadjuvant
chemotherapy. Methods: This study is a combination of prospective and retrospective cohort study involving one
hundred and thirty one cases of advanced stage invasive breast cancer that have received neoadjuvant chemotherapy.
Initial biopsy specimens (incisional biopsy or core biopsy) were taken from paraffin blocks. Immunohistochemistry
(IHC) was used to detect P-gp, NF-κB, and ALDH1 expression. Prospectively analysed patients were followed for five
years and evaluated for recurrence and death. Results: The expression of P-gp has no significant statistical correlation
to metastases (p = 0.659), recurrence (p = 0.862) and survival (p = 0.835) in advanced stage breast cancer patients
who received neoadjuvant chemotherapy. Similarly, ALDH1 was not correlated to metastases (p=0.120), recurrence
(p = 0.186) and survival (p = 0.254) statistically. We found that NF-κB expression showed a significant correlation to
metastases (p=0.004), recurrence (p = 0.016) and overall survival (p = 0.041) in advanced stage breast cancer patients
after neoadjuvant chemotherapy. Conclusion: NF-κB expression is a potential marker that can be used to assess or
to predict increasing risk of metastases, recurrence and survival in advanced stage breast cancer patients who receive
neoadjuvant chemotherapy.
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Affiliation(s)
- Yan Wisnu Prajoko
- Department of Oncologic Surgery, Faculty of Medicine, Universitas Diponegoro, Semarang, Indonesia.
| | - Teguh Aryandono
- Department of Oncologic Surgery, Faculty of Medicine, Universitas Diponegoro, Semarang, Indonesia.
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Rosado-Mendez IM, Noguchi KK, Castañeda-Martinez L, Kirvassilis G, Wang SH, Manzella F, Swiney BS, Masuoka K, Capuano S, Brunner KG, Crosno K, Guerrero QW, Whitson H, Brambrink A, Simmons HS, Mejia AF, Zagzebski JA, Hall TJ, Ikonomidou C. Quantitative ultrasound and apoptotic death in the neonatal primate brain. Neurobiol Dis 2019; 127:554-562. [PMID: 30951850 DOI: 10.1016/j.nbd.2019.03.032] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 02/24/2019] [Accepted: 03/31/2019] [Indexed: 10/27/2022] Open
Abstract
Apoptosis is triggered in the developing mammalian brain by sedative, anesthetic or antiepileptic drugs during late gestation and early life. Whether human children are vulnerable to this toxicity mechanism remains unknown, as there are no imaging techniques to capture it. Apoptosis is characterized by distinct structural features, which affect the way damaged tissue scatters ultrasound compared to healthy tissue. We evaluated whether apoptosis, triggered by the anesthetic sevoflurane in the brains of neonatal rhesus macaques, can be detected using quantitative ultrasound (QUS). Neonatal (n = 15) rhesus macaques underwent 5 h of sevoflurane anesthesia. QUS images were obtained through the sagittal suture at 0.5 and 6 h. Brains were collected at 8 h and examined immunohistochemically to analyze apoptotic neuronal and oligodendroglial death. Significant apoptosis was detected in white and gray matter throughout the brain, including the thalamus. We measured a change in the effective scatterer size (ESS), a QUS biomarker derived from ultrasound echo signals obtained with clinical scanners, after sevoflurane-anesthesia in the thalamus. Although initial inclusion of all measurements did not reveal a significant correlation, when outliers were excluded, the change in the ESS between the pre- and post-anesthesia measurements correlated strongly and proportionally with the severity of apoptotic death. We report for the first time in vivo changes in QUS parameters, which may reflect severity of apoptosis in the brains of infant nonhuman primates. These findings suggest that QUS may enable in vivo studies of apoptosis in the brains of human infants following exposure to anesthetics, antiepileptics and other brain injury mechanisms.
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Affiliation(s)
- Ivan M Rosado-Mendez
- Instituto de Física, Universidad Nacional Autónoma de México, CDMX, Mexico; Department of Medical Physics, University of Wisconsin, School of Medicine, Madison, WI, USA
| | - Kevin K Noguchi
- Department of Psychiatry, Washington University, School of Medicine, St Louis, USA
| | | | - George Kirvassilis
- Department of Anesthesiology, University of Wisconsin, School of Medicine, Madison, WI, USA
| | - Sophie H Wang
- Department of Psychiatry, Washington University, School of Medicine, St Louis, USA
| | - Francesca Manzella
- Neuroscience Program, University of Colorado Anschutz Medical Campus, Aurora, CO 80045, USA
| | - Brant S Swiney
- Department of Psychiatry, Washington University, School of Medicine, St Louis, USA
| | - Kobe Masuoka
- Department of Psychiatry, Washington University, School of Medicine, St Louis, USA
| | - Saverio Capuano
- Wisconsin National Primate Research Center, Madison, WI, USA
| | - Kevin G Brunner
- Wisconsin National Primate Research Center, Madison, WI, USA
| | - Kristin Crosno
- Wisconsin National Primate Research Center, Madison, WI, USA
| | - Quinton W Guerrero
- Department of Medical Physics, University of Wisconsin, School of Medicine, Madison, WI, USA
| | - Hayley Whitson
- Department of Medical Physics, University of Wisconsin, School of Medicine, Madison, WI, USA
| | - Ansgar Brambrink
- Department of Anesthesiology, Columbia University, New York, USA
| | | | - Andres F Mejia
- Wisconsin National Primate Research Center, Madison, WI, USA
| | - James A Zagzebski
- Department of Medical Physics, University of Wisconsin, School of Medicine, Madison, WI, USA
| | - Timothy J Hall
- Department of Medical Physics, University of Wisconsin, School of Medicine, Madison, WI, USA
| | - Chrysanthy Ikonomidou
- Department of Neurology, University of Wisconsin, School of Medicine, Madison, WI, USA.
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The effect of participation in neoadjuvant clinical trials on outcomes in patients with early breast cancer. Breast Cancer Res Treat 2018; 171:747-758. [PMID: 29951969 DOI: 10.1007/s10549-018-4829-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 02/06/2018] [Indexed: 01/31/2023]
Abstract
BACKGROUND Clinical trials can offer novel and more advanced and/or novel treatments to cancer patients in advance of them being approved and available for all patients. While several studies have examined the effect of clinical trial participation on prognosis, there has been no clear conclusion from these studies. Therefore, we chose to test the influence of trial participation on pathological complete response (pCR) and mastectomy rates after neoadjuvant chemotherapy. METHODS In this retrospective study, all patients treated with neoadjuvant chemotherapy from 2001 to 2014 were selected. A total of 1038 patients with complete treatment, patient, and tumor characteristics were included. A total of 260 of those were treated in clinical trials. We examined whether study participation status in addition to commonly known predictors for pCR improves prediction of pCR. Similar analyses were conducted for the mastectomy rate outcome measure. Finally, survival analyses were also conducted as part of an exploratory analysis. RESULTS Study participation was an independent predictor of pCR in addition to commonly known predictors. Adjusted odds ratio (OR) for trial participants versus non-participants was 1.53 (95% CI 1.03-2.28). Additionally, study participation improved the prediction of mastectomy risk. The adjusted OR for trial participants versus non-participants was 0.62 (95% CI 0.42-0.90). Subgroup-specific differences concerning the impact of study participation could not be shown for either pCR or mastectomy rate. Survival comparisons could not be conducted due to large differences in follow-up data in patients participating in clinical trials versus those who did not participate; however, pCR was a predictor of prognosis in both groups. CONCLUSION Patients taking part in neoadjuvant chemotherapy clinical trials have a higher pCR rate and a lower mastectomy risk than patients not participating in clinical trials for their cancer care. This finding is a supporting factor for trial participation in neoadjuvant chemotherapy trials.
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Mathieu MC, Bonhomme-Faivre L, Travagli JP, Seiller M, Contesso G. Presurgery labelling of breast tumours with a charcoal suspension for intratumour injection. J Oncol Pharm Pract 2016. [DOI: 10.1177/107815520100600406] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objectives. A main goal of neoadjuvant chemotherapy (CT) in locally advanced breast carcinomas (clinical size >3 cm) is to decrease the tumour volume to permit conservative surgery. In about 10% of the cases, the tumour nodule is not clinically palpable after CT and it is necessary to tattoo the initial site in order to guide the surgeon for the resection of any residual tumour. We have developed a charcoal suspension for injection into human breast tumours. The aim is to enable the pathologist to guide the surgeon during excision of the residual tumour, which is not otherwise visible, after CT. Pharmacological and toxicological studies in animals have indicated that the suspension is well tolerated. Methods. We investigated the efficacy and tolerability of a charcoal suspension in a group of eight patients with a palpable breast tumour of clinical size 1.5-4 cm, which was removed 24 hours to 4 days after the injection of 1 mL of 4% charcoal suspension into the tumour. Results. This preliminary clinical study shows that the injection of charcoal is well tolerated by patients and is a good method of tattooing tumour. The charcoal was seen in or at the periphery of the nodule in the surgical specimen. No inflammatory reaction or diffusion was observed. Conclusions. Based on these results, this suspension appears suitable for tattooing breast carcinomas over a period of 3 months for patients programmed to receive preoperative CT.
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Bouzón A, Acea B, Soler R, Iglesias Á, Santiago P, Mosquera J, Calvo L, Seoane-Pillado T, García A. Diagnostic accuracy of MRI to evaluate tumour response and residual tumour size after neoadjuvant chemotherapy in breast cancer patients. Radiol Oncol 2016; 50:73-9. [PMID: 27069452 PMCID: PMC4825338 DOI: 10.1515/raon-2016-0007] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Accepted: 12/30/2015] [Indexed: 12/29/2022] Open
Abstract
Background The aim, of the study was to estimate the accuracy of magnetic resonance imaging (MRI) in assessing residual disease in breast cancer patients receiving neoadjuvant chemotherapy (NAC) and to identify the clinico-pathological factors that affect the diagnostic accuracy of breast MRI to determine residual tumour size following NAC. Patients and methods 91 breast cancer patients undergoing NAC (92 breast lesions) were included in the study. Breast MRI was performed at baseline and after completion of NAC. Treatment response was evaluated by MRI and histopathological examination to investigate the ability of MRI to predict tumour response. Residual tumour size was measured on post-treatment MRI and compared with pathology in 89 lesions. Clinicopathological factors were analyzed to compare MRI-pathologic size differences. Results The overall sensitivity, specificity, positive predictive value, negative predictive value, and accuracy for diagnosing invasive residual disease by using MRI were 75.00%, 78.57%, 88.89%, 57.89%, and 76.09% respectively. The Pearson’s correlation coefficient (r) between tumour sizes determined by MRI and pathology was r = 0.648 (p < 0.001). The size discrepancy was significantly lower in cancers with initial MRI size ≤ 5 cm (p = 0.050), in cancers with high tumour grade (p < 0.001), and in patients with hormonal receptor-negative cancer (p = 0.033). Conclusions MRI is an accurate tool for evaluating tumour response after NAC. The accuracy of MRI in estimating residual tumour size varies with the baseline MRI tumour size, the tumour grade and the hormonal receptor status.
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Affiliation(s)
- Alberto Bouzón
- Department of Surgery; Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Benigno Acea
- Department of Surgery; Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Rafaela Soler
- Department of Radiology, Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Ángela Iglesias
- Department of Radiology, Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Paz Santiago
- Department of Anatomic Pathology, Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Joaquín Mosquera
- Department of Radiology, Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Lourdes Calvo
- Department of Clinical Oncology, Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Teresa Seoane-Pillado
- Clinical Epidemiology and Biostatistics Unit, Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
| | - Alejandra García
- Department of Surgery; Breast Unit. Complexo Hospitalario Universitario de A Coruña Sergas, Spain
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Ishiba T, Nakagawa T, Sato T, Nagahara M, Oda G, Sugimoto H, Kasahara M, Hosoya T, Kubota K, Fujioka T, Danenberg P, Danenberg K, Uetake H. Efficiency of fluorodeoxyglucose positron emission tomography/computed tomography to predict prognosis in breast cancer patients received neoadjuvant chemotherapy. SPRINGERPLUS 2015; 4:817. [PMID: 26722637 PMCID: PMC4690821 DOI: 10.1186/s40064-015-1634-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 12/17/2015] [Indexed: 11/25/2022]
Abstract
Neoadjuvant chemotherapy (NAC) has become a standard therapy for patients with advanced breast cancer. Pathological complete response (pCR) after NAC is an important prognostic indicator, but some patients with pCR continue to experience recurrence. So new predictive and prognostic markers in addition to pCR are needed following NAC for breast cancer. Fluorodeoxyglucose positron emission tomography/computed tomography (FDG-PET/CT) can evaluate metastases in the entire body simultaneously, and has several potential advantages over conventional imaging modalities. The purpose of this study was to evaluate whether FDG-PET/CT can determine NAC response and whether FDG-PET/CT can be a new prognostic marker. We imaged 83 breast cancer tumors with FDG-PET/CT, ultrasound (US), and magnetic resonance imaging (MRI) to evaluate NAC efficacy. As we previously analyzed 110 breast cancers with FDG PET/CT, we defined a threshold of >1.7 maximum standardized uptake value (SUVmax) as abnormal fluorodeoxyglucose (FDG) uptake. After NAC, 16 (19.3 %) tumors had a complete response, 54 (65.1 %) had a partial response, 11 (13.3 %) showed stable disease, and 2 (2.4 %) showed progressive disease. One of the two patients with progressive disease had bone metastasis detected by FDG-PET/CT and was not operated on. Remote metastases were evident in 2.4 % of patients after NAC as determined by FDG-PET/CT. Overall, 17 patients had pathological complete response (pCR). The sensitivity of abnormal FDG uptake after NAC for non-pCR was 20.3 % and the specificity was 94.7 %. Patients with abnormal FDG uptake after NAC experienced significantly more recurrences (P = 0.004) and more of them died (P = 0.010). Moreover, the difference in disease-free survival was more significant in the estrogen receptor (ER)-negative group. FDG-PET after NAC may be more effective for predicting prognosis than for evaluating treatment response. This tendency was particularly remarkable in ER-negative breast cancer tumors. FDG-PET/CT is useful for reevaluating surgical applicability after NAC.
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Affiliation(s)
- Toshiyuki Ishiba
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan ; Liquid Genomics, Inc., 1725 Del Amo Blvd. Torrance, Torrance, 90501 CA USA ; Department of Biochemistry and Molecular Biology, University of Southern California/Norris Comprehensive Cancer Center, 1975 Zonal Ave, Los Angeles, 90089-9151 CA USA
| | - Tsuyoshi Nakagawa
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Takanobu Sato
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Makoto Nagahara
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Goshi Oda
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Hitoshi Sugimoto
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Mai Kasahara
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Tokuko Hosoya
- Department of Breast Surgery, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Kazunori Kubota
- Department of Radiology, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Tomoyuki Fujioka
- Department of Radiology, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
| | - Peter Danenberg
- Department of Biochemistry and Molecular Biology, University of Southern California/Norris Comprehensive Cancer Center, 1975 Zonal Ave, Los Angeles, 90089-9151 CA USA
| | - Kathleen Danenberg
- Liquid Genomics, Inc., 1725 Del Amo Blvd. Torrance, Torrance, 90501 CA USA
| | - Hiroyuki Uetake
- Department of Surgical Specialities, Tokyo Medical and Dental University (TMDU), 1-5-45, Yushima, Bunkyo-ku, Tokyo, 113-8510 Japan
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Sadeghi-Naini A, Sannachi L, Pritchard K, Trudeau M, Gandhi S, Wright FC, Zubovits J, Yaffe MJ, Kolios MC, Czarnota GJ. Early prediction of therapy responses and outcomes in breast cancer patients using quantitative ultrasound spectral texture. Oncotarget 2015; 5:3497-511. [PMID: 24939867 PMCID: PMC4116498 DOI: 10.18632/oncotarget.1950] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
Early alterations in textural characteristics of quantitative ultrasound spectral parametric maps, in conjunction with changes in their mean values, are demonstrated here, for the first time, to be capable of predicting ultimate clinical/pathologic responses of breast cancer patients to chemotherapy. Mechanisms of cell death, induced by chemotherapy within tumor, introduce morphological alterations in cancerous cells, resulting in measurable changes in tissue echogenicity. We have demonstrated that the development of such changes is reflected in early alterations in textural characteristics of quantitative ultrasound spectral parametric maps, followed by consequent changes in their mean values. The spectral/textural biomarkers derived on this basis have been demonstrated as non-invasive surrogates of breast cancer chemotherapy response. Particularly, spectral biomarkers sensitive to the size and concentration of acoustic scatterers could predict treatment response of patients with up to 80% of sensitivity and specificity (p=0.050), after one week within 3-4 months of chemotherapy. However, textural biomarkers characterizing heterogeneities in distribution of acoustic scatterers, could differentiate between treatment responding and non-responding patients with up to 100% sensitivity and 93% specificity (p=0.002). Such early prediction permits offering effective alternatives to standard treatment, or switching to a salvage therapy, for refractory patients.
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Affiliation(s)
- Ali Sadeghi-Naini
- Imaging Research - 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
- Imaging Research - 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; Department of Radiation Oncology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
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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: 76] [Impact Index Per Article: 7.6] [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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9
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Kim HC, Al-Mahrouki A, Gorjizadeh A, Sadeghi-Naini A, Karshafian R, Czarnota GJ. Quantitative ultrasound characterization of tumor cell death: ultrasound-stimulated microbubbles for radiation enhancement. PLoS One 2014; 9:e102343. [PMID: 25051356 PMCID: PMC4106764 DOI: 10.1371/journal.pone.0102343] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2013] [Accepted: 06/17/2014] [Indexed: 12/15/2022] Open
Abstract
The aim of this study was to assess the efficacy of quantitative ultrasound imaging in characterizing cancer cell death caused by enhanced radiation treatments. This investigation focused on developing this ultrasound modality as an imaging-based non-invasive method that can be used to monitor therapeutic ultrasound and radiation effects. High-frequency (25 MHz) ultrasound was used to image tumor responses caused by ultrasound-stimulated microbubbles in combination with radiation. Human prostate xenografts grown in severe combined immunodeficiency (SCID) mice were treated using 8, 80, or 1000 µL/kg of microbubbles stimulated with ultrasound at 250, 570, or 750 kPa, and exposed to 0, 2, or 8 Gy of radiation. Tumors were imaged prior to treatment and 24 hours after treatment. Spectral analysis of images acquired from treated tumors revealed overall increases in ultrasound backscatter intensity and the spectral intercept parameter. The increase in backscatter intensity compared to the control ranged from 1.9±1.6 dB for the clinical imaging dose of microbubbles (8 µL/kg, 250 kPa, 2 Gy) to 7.0±4.1 dB for the most extreme treatment condition (1000 µL/kg, 750 kPa, 8 Gy). In parallel, in situ end-labelling (ISEL) staining, ceramide, and cyclophilin A staining demonstrated increases in cell death due to DNA fragmentation, ceramide-mediated apoptosis, and release of cyclophilin A as a result of cell membrane permeabilization, respectively. Quantitative ultrasound results indicated changes that paralleled increases in cell death observed from histology analyses supporting its use for non-invasive monitoring of cancer treatment outcomes.
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Affiliation(s)
- Hyunjung Christina Kim
- Department of Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Azza Al-Mahrouki
- Department of Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Alborz Gorjizadeh
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Ali Sadeghi-Naini
- Department of Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Raffi Karshafian
- Department of Physics, Ryerson University, Toronto, Ontario, Canada
| | - Gregory J. Czarnota
- Department of Physical Sciences, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Medical Biophysics, Faculty of Medicine, University of Toronto, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
- Department of Radiation Oncology, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
- Department of Physics, Ryerson University, Toronto, Ontario, Canada
- * E-mail:
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Alamgeer M, Ganju V, Kumar B, Fox J, Hart S, White M, Harris M, Stuckey J, Prodanovic Z, Schneider-Kolsky ME, Watkins DN. Changes in aldehyde dehydrogenase-1 expression during neoadjuvant chemotherapy predict outcome in locally advanced breast cancer. Breast Cancer Res 2014; 16:R44. [PMID: 24762066 PMCID: PMC4053180 DOI: 10.1186/bcr3648] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2014] [Accepted: 04/08/2014] [Indexed: 12/31/2022] Open
Abstract
INTRODUCTION Although neoadjuvant chemotherapy (NAC) for locally advanced breast cancer can improve operability and local disease control, there is a lack of reliable biomarkers that predict response to chemotherapy or long-term survival. Since expression of aldehyde dehydrogenase-1 (ALDH1) is associated with the stem-like properties of self-renewal and innate chemoresistance in breast cancer, we asked whether expression in serial tumor samples treated with NAC could identify women more likely to benefit from this therapy. METHODS Women with locally advanced breast cancer were randomly assigned to receive four cycles of anthracycline-based chemotherapy, followed by four cycles of taxane therapy (Arm A), or the same regimen in reverse order (Arm B). Tumor specimens were collected at baseline, after four cycles, and then at surgical resection. ALDH1 expression was determined by immunohistochemistry and correlated with tumor response using Fisher's exact test while Kaplan-Meier method was used to calculate survival. RESULTS A hundred and nineteen women were enrolled into the study. Fifty seven (48%) were randomized to Arm A and 62 (52%) to Arm B. Most of the women (90%) had ductal carcinoma and 10% had lobular carcinoma. Of these, 26 (22%) achieved a pathological complete response (pCR) after NAC. There was no correlation between baseline ALDH1 expression and tumor grade, stage, hormone receptor, human epidermal growth factor receptor 2 (HER2) status and Ki67 index. ALDH1 negativity at baseline was significantly associated with pCR (P = 0.004). The presence of ALDH1(+) cells in the residual tumor cells in non-responding women was strongly predictive of worse overall survival (P = 0.024). Moreover, serial analysis of specimens from non-responders showed a marked increase in tumor-specific ALDH1 expression (P = 0.028). Overall, there was no survival difference according to the chemotherapy sequence. However, poorly responding tumours from women receiving docetaxel chemotherapy showed an unexpected significant increase in ALDH1 expression. CONCLUSIONS ALDH1 expression is a useful predictor of chemoresistance. The up-regulation of ALDH1 after NAC predicts poor survival in locally advanced breast cancer. Although the chemotherapy sequence had no effect on overall prognosis, our results suggest that anthracycline-based chemotherapy may be more effective at targeting ALDH1(+) breast cancer cells. TRIAL REGISTRATION ACTRN12605000588695.
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Wang-Lopez Q, Abrial C, Planchat E, Mouret-Reynier MA, Cure H, Gimbergues P, Dubray-Longeras P, Gadea E, Kwiatkowski F, Penault-Llorca F, Chollet P, Durando X. Long-term significance (15 years) of pathological complete response after dose-dense neoadjuvant chemotherapy in breast cancer. Breast J 2013; 19:448-50. [PMID: 23750595 DOI: 10.1111/tbj.12131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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12
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Conventional frequency ultrasonic biomarkers of cancer treatment response in vivo. Transl Oncol 2013; 6:234-43. [PMID: 23761215 DOI: 10.1593/tlo.12385] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2012] [Revised: 02/11/2013] [Accepted: 02/14/2013] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Conventional frequency quantitative ultrasound in conjunction with textural analysis techniques was investigated to monitor noninvasively the effects of cancer therapies in an in vivo preclinical model. METHODS Conventional low-frequency (∼7 MHz) and high-frequency (∼20 MHz) ultrasound was used with spectral analysis, coupled with textural analysis on spectral parametric maps, obtained from xenograft tumor-bearing animals (n = 20) treated with chemotherapy to extract noninvasive biomarkers of treatment response. RESULTS Results indicated statistically significant differences in quantitative ultrasound-based biomarkers in both low- and high-frequency ranges between untreated and treated tumors 12 to 24 hours after treatment. Results of regression analysis indicated a high level of correlation between quantitative ultrasound-based biomarkers and tumor cell death estimates from histologic analysis. Applying textural characterization to the spectral parametric maps resulted in an even stronger correlation (r (2) = 0.97). CONCLUSION The results obtained in this research demonstrate that quantitative ultrasound at a clinically relevant frequency can monitor tissue changes in vivo in response to cancer treatment administration. Using higher order textural information extracted from quantitative ultrasound spectral parametric maps provides more information at a high sensitivity related to tumor cell death.
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Influence of Neoadjuvant Chemotherapy on HER2/neu Status in Invasive Breast Cancer. Clin Breast Cancer 2013; 13:53-60. [DOI: 10.1016/j.clbc.2012.09.011] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2012] [Revised: 09/08/2012] [Accepted: 09/20/2012] [Indexed: 11/23/2022]
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Evaluation of neoadjuvant chemotherapy response in women with locally advanced breast cancer using ultrasound elastography. Transl Oncol 2013; 6:17-24. [PMID: 23418613 DOI: 10.1593/tlo.12412] [Citation(s) in RCA: 51] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Revised: 12/06/2012] [Accepted: 12/06/2012] [Indexed: 12/13/2022] Open
Abstract
PURPOSE Ultrasound elastography is a new imaging technique that can be used to assess tissue stiffness. The aim of this study was to investigate the potential of ultrasound elastography for monitoring treatment response of locally advanced breast cancer patients undergoing neoadjuvant therapy. METHODS Fifteen women receiving neoadjuvant chemotherapy had the affected breast scanned before, 1, 4, and 8 weeks following therapy initiation, and then before surgery. Changes in elastographic parameters related to tissue biomechanical properties were then determined and compared to clinical and pathologic tumor response after mastectomy. RESULTS Patients who responded to therapy demonstrated a significant decrease (P < .05) in strain ratios and strain differences 4 weeks after treatment initiation compared to non-responding patients. Mean strain ratio and mean strain difference for responders was 81 ± 3% and 1 ± 17% for static regions of interest (ROIs) and 81 ± 3% and 6 ± 18% for dynamic ROIs, respectively. In contrast, these parameters were 102±2%, 110±17%, 101±4%, and 109±30% for non-responding patients, respectively. Strain ratio using static ROIs was found to be the best predictor of treatment response, with 100% sensitivity and 100% specificity obtained 4 weeks after starting treatment. CONCLUSIONS These results suggest that ultrasound elastography can be potentially used as an early predictor of tumor therapy response in breast cancer patients.
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Patient and tumor characteristics associated with breast cancer recurrence after complete pathological response to neoadjuvant chemotherapy. Breast Cancer Res Treat 2012; 137:195-201. [PMID: 23149464 DOI: 10.1007/s10549-012-2312-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2012] [Accepted: 10/20/2012] [Indexed: 10/27/2022]
Abstract
Breast cancer patients whose tumors achieve a pathological complete response (pCR) with neoadjuvant chemotherapy have a prognosis which is better than that predicted for the stage of their disease. However, within this subgroup of patients, recurrences have been observed. We sought to examine factors associated with recurrence in a population of breast cancer patients who achieved a pCR with neoadjuvant chemotherapy. A retrospective chart review was conducted of all patients with unilateral breast cancer treated with neoadjuvant chemotherapy from January 1, 2000 to December 31, 2010 at one comprehensive cancer center. A pCR was defined as no residual invasive cancer in the breast in the surgical specimen following neoadjuvant therapy. Recurrence was defined as visceral or bony reappearance of cancer after completion of all therapy. Of 818 patients who completed neoadjuvant chemotherapy, 144 (17.6 %) had pCR; six with bilateral breast cancer were excluded from further analysis. The mean time to follow-up was 47.2 months. Among the 138 patients with unilateral breast cancer, there were 14 recurrences (10.1 %). Using a binary multiple logistic regression model, examining types of chemotherapy and surgery, race, lymph node assessment, and lymph node status, breast cancer side, triple-negative status, and radiation receipt, only African-American patients (OR: 5.827, 95 % CI: 1.280-26.525; p = 0.023) were more likely to develop distant recurrence. The mean time to recurrence was 31.9 months. In our study, race was the only independent predictor of recurrence after achieving pCR with neoadjuvant chemotherapy. The reasons for this observation require further study.
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Sadeghi-Naini A, Falou O, Hudson JM, Bailey C, Burns PN, Yaffe MJ, Stanisz GJ, Kolios MC, Czarnota GJ. Imaging innovations for cancer therapy response monitoring. ACTA ACUST UNITED AC 2012. [DOI: 10.2217/iim.12.23] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
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Jelly ND, Hussain II, Eremin J, Eremin O, El-Sheemy M. The stem cell factor antibody enhances the chemotherapeutic effect of adriamycin on chemoresistant breast cancer cells. Cancer Cell Int 2012; 12:21. [PMID: 22642642 PMCID: PMC3413589 DOI: 10.1186/1475-2867-12-21] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2011] [Accepted: 05/29/2012] [Indexed: 11/18/2022] Open
Abstract
Background The outcome of chemotherapy in breast cancer is strongly influenced by multidrug resistance (MDR). Several surrogate markers of chemoresistance have been identified including - CD24 (cluster differentiation 24) expression, stem cell growth factor (SCF), B-cell lymphocyte protein 2 (Bcl-2) and annexin V. The present study aimed to examine the expression of CD24 in the sensitive breast cancer cell line MCF-7 (Michigan Foudation-7) and MCF-7/adriamycin resistant (MCF-7/AdrRes) cells, and, if minimal effective doses of the anthracycline drug adriamycin (0.579 μM and 88.2 μM) would be enhanced by the antibody to SCF (anti-SCF). Methods CD24 expression was analysed by flow cytometry. Both Bcl-2 and annexin V protein expression were quantitatively assessed by the enzyme-linked immunosorbent assay (ELISA). Results In MCF-7/AdrRes cells the expression of CD24 was significantly higher compared to MCF-7 cells, 86.6% and 16.3% (p < 0.001), respectively. Bcl-2 expression was significantly increased in the presence of adriamycin and SCF (p < 0.038) and decreased in the presence of adriamycin and anti-SCF. When adriamycin, anti-SCF and SCF were combined or when adriamycin was used alone the decrease in Bcl-2 expression was insignificantly altered. In the presence of both adriamycin and SCF the expression of annexin V was decreased. However, it was significantly increased in the presence of adriamycin and anti-SCF (p < 0.042), as well as adriamycin, anti-SCF and SCF combined. In MCF-7 cells the effect of adriamycin alone or with either SCF, anti-SCF or anti-SCF or SCF combined, did not significantly alter the expression of Bcl-2. However, in the presence of both adriamycin and SCF the expression of annexin V was decreased, but was significantly increased in the presence of adriamycin and anti-SCF (p < 0.001), adriamycin, anti-SCF and SCF combined and adriamycin alone. Our results demonstrate that anti-SCF with low dose of adriamycin reduces Bcl-2 expression in MCF-7/AdrRes cells and increases annexin V expression in both MCF7/AdrRes and MCF-7 cells. Conclusion Adding anti-SCF to the chemotherapeutic regime of adriamycin may strongly enhance its chemotherapeutic effect in the treatment of patients with breast cancer.
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Affiliation(s)
- Neil D Jelly
- University of Lincoln, Brayford Pool, Lincoln, LN6 7TS, UK.
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Le Guellec S, Perallon R, Alunni JP, Charitansky H, Leaha C, Gonzalez AM, Chateau MC, Simony-Lafontaine J, Jacot W, Gutowski M, Penault-Llorca F, Dalenc F, Lacroix-Triki M. [Neoadjuvant treatment of breast cancer: implications for the pathologist]. Ann Pathol 2011; 31:442-54. [PMID: 22172117 DOI: 10.1016/j.annpat.2011.10.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2011] [Accepted: 10/06/2011] [Indexed: 10/15/2022]
Abstract
These past few years, neoadjuvant strategy has taken an increasing place in the management of breast cancer patients. This strategy is mainly indicated to obtain a tumour bulk regression allowing a breast conserving surgery in patients that otherwise would have undergone mastectomy. Of note, development of new chemotherapy agents and targeted therapies has critically helped in the progress of neoadjuvant strategy as it is currently associated with better pathological response rates. In this context, the pathologist is at the crossroad of this multidisciplinary process. First, he provides on the initial core needle biopsy the tumour pathological characteristics that are critical for the choice of treatment strategy, i.e. histological type, histological grade, proliferative activity (mitotic count and Ki67/MIB1 index labeling), hormone receptor status (oestrogen receptor and progesterone receptor) and HER2 status. Secondly, the pathologist evaluates the pathological response and the status of surgical margins with regards to the residual tumour on the surgical specimen after neoadjuvant treatment. These parameters are important for the management of the patient, since it has been shown that complete pathological response is associated with improved disease free survival. Several grading systems are used to assess the pathological response in breast and axillary lymph nodes. The most frequently used in France are currently the systems described by Sataloff et al. and Chevallier et al. In this review, we detail the different steps involving the pathologist in neoadjuvant setting, with special regards to the quality process and future perspectives such as emerging predictive biomarkers.
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Affiliation(s)
- Sophie Le Guellec
- Département de biologie et de pathologie, institut Claudius-Regaud, Toulouse cedex, France
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Jung SY, Kim SK, Nam BH, Min SY, Lee SJ, Park C, Kwon Y, Kim EA, Ko KL, Park IH, Lee KS, Shin KH, Lee S, Kim SW, Kang HS, Ro J. Prognostic Impact of [18F] FDG-PET in Operable Breast Cancer Treated with Neoadjuvant Chemotherapy. Ann Surg Oncol 2009; 17:247-53. [DOI: 10.1245/s10434-009-0710-3] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2009] [Accepted: 08/20/2009] [Indexed: 11/18/2022]
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Penault-Llorca F, Abrial C, Raoelfils I, Chollet P, Cayre A, Mouret-Reynier MA, Thivat E, Mishellany F, Gimbergues P, Durando X. Changes and predictive and prognostic value of the mitotic index, Ki-67, cyclin D1, and cyclo-oxygenase-2 in 710 operable breast cancer patients treated with neoadjuvant chemotherapy. Oncologist 2008; 13:1235-45. [PMID: 19091781 DOI: 10.1634/theoncologist.2008-0073] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The current study expands upon previous work using a database of 710 patients treated with neoadjuvant chemotherapy. First, we studied phenotypic characteristics of tumors before and after chemotherapy using the following factors: the mitotic index of the Scarff-Bloom-Richardson grade, Ki-67, cyclin D1, and cyclo-oxygenase-2. Second, the predictive value of these factors on response was assessed. Third, we measured the prognostic impact of these markers post-therapy in comparison with clinical and pathological responses according to the Chevallier and Sataloff classifications. Patients were treated using different neoadjuvant chemotherapy combinations, mainly in successive prospective phase II trials. They received a median number of six cycles (range, 1-9). After neoadjuvant chemotherapy, patients underwent surgery and radiotherapy. In cases of important residual disease, some received additional courses of chemotherapy. In addition, menopausal patients with hormone receptor-positive tumors received tamoxifen for 5 years. According to our analysis, we found significant variations before and after neoadjuvant chemotherapy only for cyclin D1 and the mitotic index. Concerning the predictive value of biomarkers for response, Ki-67 and the mitotic index were predictive on univariate analysis, both for objective clinical and pathological complete responses. Because these two factors were correlated, no multivariate analyses were conducted. We then assessed the prognostic impact of the biopathological factors. When the factors were measured before chemotherapy, all were prognostic. When evaluated after chemotherapy, the mitotic index, objective clinical response, and pathological complete response were prognostic. Because these factors were correlated, no multivariate model was done. The main clinical fact is that there were significant correlations between clinical and pathological responses and variations in the biological factors studied.
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Ah-See MLW, Makris A, Taylor NJ, Harrison M, Richman PI, Burcombe RJ, Stirling JJ, d'Arcy JA, Collins DJ, Pittam MR, Ravichandran D, Padhani AR. Early changes in functional dynamic magnetic resonance imaging predict for pathologic response to neoadjuvant chemotherapy in primary breast cancer. Clin Cancer Res 2008; 14:6580-9. [PMID: 18927299 DOI: 10.1158/1078-0432.ccr-07-4310] [Citation(s) in RCA: 207] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
PURPOSE Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) allows noninvasive, in vivo measurements of tissue microvessel perfusion and permeability. We examined whether DCE-MRI done after two cycles of neoadjuvant chemotherapy could predict final clinical and pathologic response in primary breast cancers. EXPERIMENTAL DESIGN Thirty-seven patients with primary breast cancer, due to receive six cycles of neoadjuvant 5-fluorouracil, epirubicin and cyclophosphamide chemotherapy, were examined using DCE-MRI before neoadjuvant chemotherapy and after two cycles of treatment. Changes in DCE-MRI kinetic parameters (K(trans), k(ep), v(e), MaxGd, rBV, rBF, MTT) were correlated with the final clinical and pathologic response to neoadjuvant chemotherapy. Test-retest variability was used to determine individual patient response. RESULTS Twenty-eight patients were evaluable for response (19 clinical responders and 9 nonresponders; 11 pathologic responders and 17 nonresponders). Changes in the DCE-MRI kinetic parameters K(trans), k(ep), MaxGd, rBV, and rBF were significantly correlated with both final clinical and pathologic response (P < 0.01). Change in K(trans) was the best predictor of pathologic nonresponse (area under the receiver operating characteristic curve, 0.93; sensitivity, 94%; specificity, 82%), correctly identifying 94% of nonresponders and 73% of responders. Change in MRI-derived tumor size did not predict for pathologic response. CONCLUSION Changes in breast tumor microvessel functionality as depicted by DCE-MRI early on after starting anthracycline-based neoadjuvant chemotherapy can predict final clinical and pathologic response. The ability to identify nonresponders early may allow the selection of patients who may benefit from a therapy change.
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Penault-Llorca F, Abrial C, Raoelfils I, Cayre A, Mouret-Reynier MA, Leheurteur M, Durando X, Achard JL, Gimbergues P, Chollet P. Comparison of the prognostic significance of Chevallier and Sataloff's pathologic classifications after neoadjuvant chemotherapy of operable breast cancer. Hum Pathol 2008; 39:1221-8. [DOI: 10.1016/j.humpath.2007.11.019] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2007] [Revised: 10/23/2007] [Accepted: 11/07/2007] [Indexed: 10/22/2022]
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A New Prognostic Classification After Primary Chemotherapy for Breast Cancer: Residual Disease in Breast and Nodes (RDBN). Cancer J 2008; 14:128-32. [DOI: 10.1097/ppo.0b013e31816bdea2] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Clarke R, Ressom HW, Wang A, Xuan J, Liu MC, Gehan EA, Wang Y. The properties of high-dimensional data spaces: implications for exploring gene and protein expression data. Nat Rev Cancer 2008; 8:37-49. [PMID: 18097463 PMCID: PMC2238676 DOI: 10.1038/nrc2294] [Citation(s) in RCA: 317] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
High-throughput genomic and proteomic technologies are widely used in cancer research to build better predictive models of diagnosis, prognosis and therapy, to identify and characterize key signalling networks and to find new targets for drug development. These technologies present investigators with the task of extracting meaningful statistical and biological information from high-dimensional data spaces, wherein each sample is defined by hundreds or thousands of measurements, usually concurrently obtained. The properties of high dimensionality are often poorly understood or overlooked in data modelling and analysis. From the perspective of translational science, this Review discusses the properties of high-dimensional data spaces that arise in genomic and proteomic studies and the challenges they can pose for data analysis and interpretation.
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Affiliation(s)
- Robert Clarke
- Department of Oncology and Lombardi Comprehensive Cancer Center, Georgetown University School of Medicine, 3970 Reservoir Road NW, Washington, DC 20057, USA
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Biersack HJ, Bender H, Palmedo H. FDG-PET in Monitoring Therapy of Breast Cancer. Breast Cancer 2007. [DOI: 10.1007/978-3-540-36781-9_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Tacca O, Penault-Llorca F, Abrial C, Mouret-Reynier MA, Raoelfils I, Durando X, Achard JL, Gimbergues P, Curé H, Chollet P. Changes in and prognostic value of hormone receptor status in a series of operable breast cancer patients treated with neoadjuvant chemotherapy. Oncologist 2007; 12:636-43. [PMID: 17602055 DOI: 10.1634/theoncologist.12-6-636] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023] Open
Abstract
The aim of this study was to detect and analyze changes in hormone receptor (HR) status after treatment of operable breast cancer with neoadjuvant chemotherapy (NCT). Patients were treated from 1982 to 2004 with different NCT combinations, mainly in successive prospective phase II trials. HR status before and after NCT was retested and reviewed in a blinded fashion by two pathologists, for 420 patients from a database of 710 patients. Among these 420 tumors, 145 (35%) were HR negative and 275 (65%) were HR positive before NCT. The HR status had changed after treatment in 98 patients (23%): 61 patients (42%) initially HR negative became HR positive. This HR-positive switch was significantly correlated with better overall survival (OS), compared with patients with unchanged HR-negative tumors. Moreover, this HR-positive switch also had an effect on disease-free survival (DFS). Conversely, 37 patients (13%) initially HR positive became HR negative after NCT. However, this group of previously positive patients still had a survival advantage for OS, but not for DFS. The Allred score was evaluated before and after chemotherapy. An increase in Allred score after NCT was significantly correlated with better DFS but not OS. It was previously shown, for other tumor parameters, that residual disease after NCT, rather than parameters evaluated on the initial biopsy, must be considered for patient prognosis. In this work, NCT induced variations in HR status in 23% of patients. A positive switch in HR status after NCT could be an indicator of better prognosis for patient outcome.
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Affiliation(s)
- Olivier Tacca
- Bureau de Recherche Clinique, Centre Jean Perrin 58, rue Montalembert, BP 392, 63011 Clermont-Ferrand Cedex 1, France.
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Penault-Llorca F, Abrial C, Mouret-Reynier MA, Raoelfils I, Durando X, Leheurteur M, Gimbergues P, Tortochaux J, Curé H, Chollet P. Achieving higher pathological complete response rates in HER-2-positive patients with induction chemotherapy without trastuzumab in operable breast cancer. Oncologist 2007; 12:390-6. [PMID: 17470681 DOI: 10.1634/theoncologist.12-4-390] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Recent trials of induction chemotherapy in bulky operable breast cancer have shown much higher pathological complete response (pCR) rates with trastuzumab-driven combinations. However, it is useful to take into account the specific chemosensitivity of HER-2-positive tumors. The aim of this study was to assess the pCR rate according to HER-2 status in response to chemotherapy, without an anti-HER-2 specific biological agent, in 710 operable breast cancer patients. Since 1982, these patients have been treated with several different neoadjuvant chemotherapy combinations. During this period, HER-2 overexpression was most often not assessed. Subsequently, we assessed HER-2 expression using archival paraffin-embedded tissue. A technically usable specimen was available for 413 of the 710 patients. Before treatment, 51 patients were HER-2 positive, 287 patients were HER-2 negative, and the results were inconclusive for 75 patients. Of these patients, a pCR in breast and nodes was obtained in 94 patients (14.3%), but this event was threefold more frequent for HER-2-positive patients (23.5%) than for HER-2-negative patients (7%). The overall survival (OS) and disease-free survival (DFS) rates at 10 years were 66.6% and 57.4%, respectively. The DFS rate was, as expected, better for HER-2-negative patients, with HER-2 status assessed before as well as after chemotherapy. A significant difference was found for OS in favor of HER-2-negative patients only with postchemotherapy assessment of HER-2, a fact similar to our previous findings. Finally, there was a tendency toward a higher DFS rate for HER-2-positive patients who achieved a pCR compared with HER-2-positive patients who did not.
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Mamounas EP. Neoadjuvant Chemotherapy in Operable Breast Cancer: The Pros. Breast Care (Basel) 2006. [DOI: 10.1159/000097887] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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Rousseau C, Devillers A, Sagan C, Ferrer L, Bridji B, Campion L, Ricaud M, Bourbouloux E, Doutriaux I, Clouet M, Berton-Rigaud D, Bouriel C, Delecroix V, Garin E, Rouquette S, Resche I, Kerbrat P, Chatal JF, Campone M. Monitoring of early response to neoadjuvant chemotherapy in stage II and III breast cancer by [18F]fluorodeoxyglucose positron emission tomography. J Clin Oncol 2006; 24:5366-72. [PMID: 17088570 DOI: 10.1200/jco.2006.05.7406] [Citation(s) in RCA: 218] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
PURPOSE This study aimed to assess prospectively the efficacy of sequential [18F]fluorodeoxyglucose positron emission tomography (FDG PET) to evaluate early response to neoadjuvant chemotherapy in stage II and III breast cancer patients. PATIENTS AND METHODS Images were acquired with a PET/computed tomography scanner in 64 patients after administration of FDG (5 MBq/kg) at baseline and after the first, second, third, and sixth course of chemotherapy. Ultrasound and mammography were used to assess tumor size. Decrease in the standardized uptake value (SUV) with PET was compared with the pathologic response. RESULTS Surgery was performed after six courses of chemotherapy and pathologic analysis revealed gross residual disease in 28 patients and minimal residual disease in 36 patients. Although SUV data did not vary much in nonresponders (based on pathology findings), they decreased markedly to background levels in 94% (34 of 36) of responders. When using 60% of SUV at baseline as the cutoff value, the sensitivity, specificity, and negative predictive value of FDG PET were 61%, 96%, and 68% after one course of chemotherapy, 89%, 95%, and 85% after two courses, and 88%, 73%, and 83% after three courses, respectively. The same parameters with ultrasound (US) and mammography were 64%, 43%, and 55%, and 31%, 56%, and 45%, respectively. Assessment of tumor response with US or mammography was never significant whatever the cutoff. CONCLUSION Pathologic response to neoadjuvant chemotherapy in stage II and III breast cancer can be predicted accurately by FDG PET after two courses of chemotherapy.
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Affiliation(s)
- Caroline Rousseau
- Nuclear Medicine Unit, René Gauducheau Cancer Center, Saint Herblain, France
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Chuthapisith S, Eremin JM, El-Sheemy M, Eremin O. Neoadjuvant chemotherapy in women with large and locally advanced breast cancer: chemoresistance and prediction of response to drug therapy. Surgeon 2006; 4:211-9. [PMID: 16892838 DOI: 10.1016/s1479-666x(06)80062-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Patients with large and locally advanced breast cancer (LLABC) present with a therapeutic challenge and undergo multimodality treatment. Many such patients receive neoadjuvant chemotherapy (NAC) prior to surgery. However, a number of these patients do not respond well to NAC and only a percentage (usually less than 30%) obtains a complete or optimal response. A range of mechanisms are believed to be involved in this chemoresistance, including ATP binding cassette (ABC) transporter overexpression, dysregulation of apoptosis and possibly increased numbers of cancer stem cells. The chemoresistant processes may be due to more than one mechanism. The ability to predict a response to NAC would be beneficial, targeting expensive and toxic drug treatment to those likely to respond and providing a therapeutic strategy for further post-operative chemotherapy. Currently, many biomarkers have been studied with a view to establishing a predictor of response. However, no single biomarker appears to be effective. Genomics is a novel biotechnological process which is being used to predict response to drug therapy; this work is currently at an early stage of development
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Affiliation(s)
- S Chuthapisith
- Department of Surgery, Queen's Medical Centre, University of Nottingham, Nottingham, UK.
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Amat S, Mouret-Reynier MA, Penault-Llorca F, Leheurteur M, Delva R, Coudert B, Leduc B, Dauplat J, Curé H, Chollet P. Sequential Addition of an Anthracycline-Based Regimen to Docetaxel as Neoadjuvant Chemotherapy in Patients with Operable Breast Cancer. Clin Breast Cancer 2006; 7:262-9. [PMID: 16942644 DOI: 10.3816/cbc.2006.n.039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND The objective of this phase II study was to attempt to maximize response and survival in patients with bulky, operable breast cancer by combining sequential neoadjuvant docetaxel to a semi-intensive anthracycline-based regimen. PATIENTS AND METHODS Eligible patients (N = 53) were included to receive 4 cycles of docetaxel, followed by a maximum of 4 cycles of TNCF (THP [theprubican]-doxorubicin/vinorelbine/cyclophosphamide/5-fluorouracil) every 21 days before definitive surgery and radiation therapy. RESULTS After a median number of 4 cycles of docetaxel and 2 cycles of TNCF, the overall clinical response rate was 81.1%, including a 13.2% complete remission rate and only 2 incidences of progressive disease. Breast conservation was achieved in 87% of patients. According to Chevallier classification, a pathologic complete response in breast and axilla was confirmed in 6 patients (11.3%) and in 9 patients (17%) using the Sataloff's classification. The important myelosuppression observed in this trial was expected but limited by the prophylactic use of growth factors. After a median follow-up of 40.4 months, only 5 recurrences were documented, with a median time to first recurrence of 12.8 months. CONCLUSION Despite disappointing results of this trial for pathologic complete response rate, possibly because of the order of drug administration, clinical response, breast conservation, and survival were optimized.
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Affiliation(s)
- Sophie Amat
- Centre Jean Perrin, Clermont-Ferrand, France.
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32
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Jones RL, Lakhani SR, Ring AE, Ashley S, Walsh G, Smith IE. Pathological complete response and residual DCIS following neoadjuvant chemotherapy for breast carcinoma. Br J Cancer 2006; 94:358-62. [PMID: 16421590 PMCID: PMC2361141 DOI: 10.1038/sj.bjc.6602950] [Citation(s) in RCA: 85] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Patients who have no residual invasive cancer following neoadjuvant chemotherapy for breast carcinoma have a better overall survival than those with residual disease. Many classification systems assessing pathological response to neoadjuvant chemotherapy include residual ductal carcinoma in situ (DCIS) only in the definition of pathological complete response. The purpose of this study was to investigate whether patients with residual DCIS only have the same prognosis as those with no residual invasive or in situ disease. A retrospective analysis of a prospectively maintained database identified 435 patients, who received neoadjuvant chemotherapy for operable breast cancer between February 1985 and February 2003. Of these, 30 (7%; 95% CI 5–9%) had no residual invasive disease or DCIS and 20 (5%; CI 3–7%) had residual DCIS only. With a median follow-up of 61 months, there was no statistical difference in disease-free survival, 80% (95% CI 60–90%) in those with no residual invasive or in situ disease and 61% (95% CI 35–80%) in those with DCIS only (P=0.4). No significant difference in 5-year overall survival was observed, 93% (95% CI 75–98%) in those with no residual invasive or in situ disease and 82% (95% CI 52–94%) in those with DCIS only (P=0.3). Due to the small number of patients and limited number of events in each group, it is not possible to draw definitive conclusions from this study. Further analyses of other databases are required to confirm our finding of no difference in disease-free and overall survival between patients with residual DCIS and those with no invasive or in situ disease following neoadjuvant chemotherapy for breast cancer.
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Affiliation(s)
- R L Jones
- Breast Unit, Royal Marsden NHS Trust, Fulham Road, London SW3 6JJ, UK
| | - S R Lakhani
- Molecular and Cellular Pathology, School of Medicine, University of Queensland, Mayne Medical School, Herston Road, Herston, QLD 4006, Australia
| | - A E Ring
- Breast Unit, Royal Marsden NHS Trust, Fulham Road, London SW3 6JJ, UK
| | - S Ashley
- Breast Unit, Royal Marsden NHS Trust, Fulham Road, London SW3 6JJ, UK
| | - G Walsh
- Breast Unit, Royal Marsden NHS Trust, Fulham Road, London SW3 6JJ, UK
| | - I E Smith
- Breast Unit, Royal Marsden NHS Trust, Fulham Road, London SW3 6JJ, UK
- Breast Unit, Royal Marsden NHS Trust, Fulham Road, London SW3 6JJ, UK. E-mail:
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Insa A, Chirivella I, Lluch A. Tratamiento neoadyuvante del cáncer de mama operable. Med Clin (Barc) 2006; 126:295-303. [PMID: 16527157 DOI: 10.1157/13085484] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Preoperative or neoadjuvant systemic treatment refers to either the first postdiagnosis systemic treatment that a patient receives or indicates that additional subsequent therapy is intended. Randomized controlled clinical trials have shown that preoperative systemic treatment offers the same disease free survival and overall survival benefits as does adjuvant systemic treatment. Neoadjuvant therapy has been found to increase the breast-conserving surgery rate. This therapy also allows to evaluate the primary tumor response to chemotherapy. Additionally, on the basis of the biologic characteristics of a tumor and differences in the response to systemic treatment, primary systemic treatment should be regarded as a tool that can be used to individualize systemic treatment for patients with breast cancer. However, some issues remain to be resolved, such as the markers that should be assessed before this therapy, as well as the optimal surgical and radiotherapy treatment.
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Affiliation(s)
- Amelia Insa
- Servicio de Hematología y Oncología Médica, Hospital Clínico Universitario de Valencia, Universidad de Valencia, Valencia, Spain
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34
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Göhring UJ, Solomayer E. Primary Systemic Therapy in Breast Cancer. Breast Care (Basel) 2006. [DOI: 10.1159/000095008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
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Kim R, Osaki A, Toge T. Current and future roles of neoadjuvant chemotherapy in operable breast cancer. Clin Breast Cancer 2005; 6:223-32; discussion 233-4. [PMID: 16137432 DOI: 10.3816/cbc.2005.n.024] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Neoadjuvant chemotherapy was initially used only as treatment for locally advanced breast cancer. However, because breast cancer is considered to be a systemic disease in which distant micrometastases are already present at the time of the initial diagnosis, primary systemic therapy may be beneficial in the eradication of these micrometastatic lesions. Despite the fact that no survival benefit of neoadjuvant chemotherapy over adjuvant chemotherapy has yet been demonstrated, the clinical indication for neoadjuvant chemotherapy is being extended not only to stage T3/4 tumors but also to some stage T1/2 operable breast cancers. The current clinical benefits of the use of neoadjuvant chemotherapy are that (1) the safety of neoadjuvant chemotherapy is comparable with that of adjuvant chemotherapy, (2) neoadjuvant chemotherapy increases the possibility of the use of breast-conserving surgery, and (3) pathologic complete response may be a predictive indicator of better survival. Importantly, the response to neoadjuvant chemotherapy in vivo could provide a useful prediction of prognosis and help define strategies for an individual patient's future treatment with alternative chemotherapy regimens or molecular-targeting agents. Furthermore, the discovery of predictive markers for tumor response to neoadjuvant chemotherapy through the analysis of complementary DNA microarrays and proteomics may also help facilitate individualized chemotherapy, particularly by improving survival in patients with breast cancer with a poor prognosis. Herein we review the current status and future role of neoadjuvant chemotherapy in operable breast cancer in terms of its survival benefit and the potential for the individualization of adjuvant therapy for these patients.
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Affiliation(s)
- Ryungsa Kim
- Department of Surgical Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Japan.
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36
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Affiliation(s)
- D Bafaloukos
- Department of Oncology, Metropolitan Hospital, Faliro, Greece
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37
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Modlich O, Prisack HB, Munnes M, Audretsch W, Bojar H. Predictors of primary breast cancers responsiveness to preoperative epirubicin/cyclophosphamide-based chemotherapy: translation of microarray data into clinically useful predictive signatures. J Transl Med 2005; 3:32. [PMID: 16091131 PMCID: PMC1201176 DOI: 10.1186/1479-5876-3-32] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2005] [Accepted: 08/09/2005] [Indexed: 11/10/2022] Open
Abstract
Background Our goal was to identify gene signatures predictive of response to preoperative systemic chemotherapy (PST) with epirubicin/cyclophosphamide (EC) in patients with primary breast cancer. Methods Needle biopsies were obtained pre-treatment from 83 patients with breast cancer and mRNA was profiled on Affymetrix HG-U133A arrays. Response ranged from pathologically confirmed complete remission (pCR), to partial remission (PR), to stable or progressive disease, "No Change" (NC). A primary analysis was performed in breast tissue samples from 56 patients and 5 normal healthy individuals as a training cohort for predictive marker identification. Gene signatures identifying individuals most likely to respond completely to PST-EC were extracted by combining several statistical methods and filtering criteria. In order to optimize prediction of non responding tumors Student's t-test and Wilcoxon test were also applied. An independent cohort of 27 patients was used to challenge the predictive signatures. A k-Nearest neighbor algorithm as well as two independent linear partial least squares determinant analysis (PLS-DA) models based on the training cohort were selected for classification of the test samples. The average specificity of these predictions was greater than 74% for pCR, 100% for PR and greater than 62% for NC. All three classification models could identify all pCR cases. Results The differential expression of 59 genes in the training and the test cohort demonstrated capability to predict response to PST-EC treatment. Based on the training cohort a classifier was constructed following a decision tree. First, a transcriptional profile capable to distinguish cancerous from normal tissue was identified. Then, a "favorable outcome signature" (31 genes) and a "poor outcome signature" (26 genes) were extracted from the cancer specific signatures. This stepwise implementation could predict pCR and distinguish between NC and PR in a subsequent set of patients. Both PLS-DA models were implemented to discriminate all three response classes in one step. Conclusion In this study signatures were identified capable to predict clinical outcome in an independent set of primary breast cancer patients undergoing PST-EC.
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Affiliation(s)
- Olga Modlich
- Institute of Chemical Oncology, University of Düsseldorf, Düsseldorf, Germany
| | - Hans-Bernd Prisack
- Institute of Chemical Oncology, University of Düsseldorf, Düsseldorf, Germany
| | - Marc Munnes
- Bayer Healthcare AG, Diagnostic Research Germany, Leverkusen, Germany
| | - Werner Audretsch
- Interdisciplinary Breast Center IBC, City Hospital, Düsseldorf, Germany
| | - Hans Bojar
- Institute of Chemical Oncology, University of Düsseldorf, Düsseldorf, Germany
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Abrial C, Van Praagh I, Delva R, Leduc B, Fleury J, Gamelin E, Sillet-Bach I, Penault-Llorca F, Amat S, Chollet P. Pathological and Clinical Response of a Primary Chemotherapy Regimen Combining Vinorelbine, Epirubicin, and Paclitaxel as Neoadjuvant Treatment in Patients with Operable Breast Cancer. Oncologist 2005; 10:242-9. [PMID: 15821244 DOI: 10.1634/theoncologist.10-4-242] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
This phase II study investigated the efficacy and tolerability of a primary chemotherapy regimen combining vinorelbine, epirubicin, and paclitaxel (VEP protocol) in women with stage II/III operable breast cancer. Patients (n = 50) were treated with six cycles of VEP according to the following schedule: vinorelbine (Navelbine); Pierre Fabre, Boulogne, France; http://www.pierre-fabre.com) 20 mg/m2, epirubicin (Farmorubicin; Pharmacia, New York, NY; http://www.pnu.com) 35 mg/m2 given on days 1 and 8, paclitaxel (Taxol; Bristol-Myers Squibb, New York, NY; http://www.bmsoncology.com) 175 mg/m2 given on day 9, and G-CSF 5 mg/kg/day given on days 10-20 of a 21-day cycle, followed by surgery and radiotherapy. After six cycles of VEP, the pathological response rate (pCR) in breast was confirmed in six patients (12%; 95% confidence interval [CI]: 3-21)) using Chevallier's classification and in nine patients (18%; 95% CI: 7.4-28.6) using Sataloff's classification. The clinical response rate was 42% (95% CI: 28.3-55.7), including 26% complete responses. Breast conservation was achieved in 68% of patients. After a median follow-up of 48 months (range, 34-62 months), 16 relapses were observed. The overall and disease-free survivals at 5 years were 54.1% (95% CI: 40.3-67.9) and 38% (95% CI: 24.1-51.9), respectively. The principal toxicities of VEP were grade 3/4 neutropenia observed in 30% of patients and grade 3 anemia observed in 12% of patients. There was no case of severe cardiac toxicity, thrombocytopenia, or any other serious adverse events. In conclusion, whereas this regimen was relatively well tolerated, it appears inferior to other regimens and its use is not recommended.
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Affiliation(s)
- Catherine Abrial
- Centre Jean Perrin, Bureau de Recherche Clinique, 58 rue Montalembert, BP 392, 63011 Clermont-Ferrand Cedex 1, France.
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Länger F, Lück HJ, Kreipe HH. [Morphological response to therapy of breast carcinoma]. DER PATHOLOGE 2005; 25:455-60. [PMID: 15322818 DOI: 10.1007/s00292-004-0713-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Neoadjuvant chemotherapy has been extended to earlier stages of breast carcinoma in order to increase the rate of breast conservation by downstaging. Tumour regression can be observed in up to 80% of the cases and the chemosensitivity of the individual tumour can be studied in vivo. Moreover therapy induced regression has been established as an independent prognostic parameter. Characteristic effects of chemotherapy include reduction in cell number, fibrosis, vacuolization of cytoplasm and increased nuclear pleomorphism. Grading, typing and immunohistochemical properties of the carcinomas remain unchanged in the majority of cases. Predictive for the chemosensitivity of tumours are a high nuclear grade, overexpression of Her-2-neu, lack of estrogen receptor expression and lymph node metastases.
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Affiliation(s)
- F Länger
- Institut für Pathologie, Medizinische Hochschule Hannover.
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40
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Abstract
BACKGROUND Neoadjuvant chemotherapy for breast cancer was originally used in locally advanced inoperable disease in order to achieve surgical resection. It was then extended to operable breast cancer with a view to downstaging tumours to facilitate breast-conserving surgery. Increasingly, it is being considered as a treatment for earlier-stage disease. METHODS A Medline literature search was performed to identify articles relating to neoadjuvant chemotherapy in breast cancer published in the English language between 1960 and 2004. Secondary references were obtained from key articles. Search words included 'neoadjuvant chemotherapy', 'breast cancer', 'tumour biology', 'tumour markers' and 'sentinel lymph node biopsy'. RESULTS Long-term results from randomized studies have shown no difference in disease-free or overall survival between neoadjuvant and adjuvant chemotherapy. The main benefit of neoadjuvant chemotherapy is its ability to downstage large tumours with a view to treatment by breast-conserving surgery, although there is a non-significant increase in the local recurrence rate. Initial results of neoadjuvant chemotherapy trials using newer agents such as taxanes have demonstrated a greater pathological complete response. Whether this will translate into better long-term survival remains to be seen.
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Affiliation(s)
- H Charfare
- Cambridge Breast Unit, Addenbrooke's Hospital, Cambridge, UK
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41
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Lee YJ, Doliny P, Gomez-Fernandez C, Powell J, Reis I, Hurley J. Docetaxel and Cisplatin as Primary Chemotherapy for Treatment of Locally Advanced Breast Cancers. Clin Breast Cancer 2004; 5:371-6. [PMID: 15585076 DOI: 10.3816/cbc.2004.n.044] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
A phase II trial was designed to evaluate the effectiveness of docetaxel/cisplatin as primary or neoadjuvant chemotherapy of locally advanced breast carcinoma (LABC). Patients with newly diagnosed breast cancers > or = 5 cm in size by palpation were treated with docetaxel/cisplatin, both at 70 mg/m2 intravenously every 21 days for 4 courses. Upon completion of chemotherapy, all patients underwent modified radical mastectomy with axillary nodal dissection. Pathologic complete response (pCR) was defined as absence of any invasive carcinoma in the breast. Standard AC (doxorubicin/cyclophosphamide) at 60 mg/m2 and 600 mg/m2, respectively, for 4 cycles was given as adjuvant therapy to maximally eradicate occult distant disease. Between March 1998 and October 2001, 57 women were entered onto this trial, 28 (49%) with inoperable T4 and inflammatory cancers. Pretreatment median tumor size was 9 cm. Thirty-six patients (63%) had estrogen receptor-positive tumors and 10 patients (18%) had tumors with HER2 overexpression. All tumors became operable after neoadjuvant chemotherapy. Pathologic complete response in the breast was achieved in 15 patients (26%) and pCR in the breast and the axilla was achieved in 11 patients (20%). All neoadjuvant chemotherapy courses were administered at full doses without treatment delays caused by toxicity. The most common side effects were hyperglycemia, anemia, and mild neuropathy. The results of this study suggest that the docetaxel/cisplatin combination can be an effective and well-tolerated induction treatment of LABC, even in very large mostly HER2-nonoverexpressing tumors.
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Byrne AM, Hill ADK, Skehan SJ, McDermott EW, O'Higgins NJ. Positron emission tomography in the staging and management of breast cancer. Br J Surg 2004; 91:1398-409. [PMID: 15499650 DOI: 10.1002/bjs.4791] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Abstract
Background
Breast cancer is the commonest cause of cancer death in women in the Western world, and imaging is essential in its diagnosis and staging. Metabolic imaging is a novel approach to improving the detection of cancers, as malignant transformation of cells is often associated with increased metabolic activity. This review assesses the possible role of positron emission tomography (PET) as a single non-invasive imaging modality to replace or complement current imaging and surgical practices in the diagnosis and staging of breast cancer.
Methods and results
A Medline search was performed and articles were cross-referenced with other relevant material. Evaluation of primary breast cancer with PET has shown a sensitivity of between 64 and 100 per cent and a specificity of 33–100 per cent; diagnostic accuracy appears to be related to tumour size. Difficulties arise in altered fluorodeoxyglucose uptake in lobular carcinoma, carcinoma in situ and benign inflammatory breast disease. In axillary staging, sensitivities of between 25 and 100 per cent have been reported, but with a false-negative of up to 20 per cent. In the assessment of distant metastasis and asymptomatic patients with raised levels of tumour markers, PET was superior to conventional imaging modalities.
Conclusion
PET is not a single diagnostic and staging tool that can replace current surgical, histological and radiological staging. Its main role in breast cancer lies in the investigation of metastatic disease and the evaluation of pathological response to various chemotherapeutic regimens.
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Affiliation(s)
- A M Byrne
- Surgical Professorial Unit, University College Dublin, Ireland
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Mouret-Reynier MA, Abrial CJ, Ferrière JP, Amat S, Curé HD, Kwiatkowski FG, Feillel VA, Lebouëdec G, Penault-Llorca FM, Chollet PJM. Neoadjuvant FEC 100 for Operable Breast Cancer: Eight-Year Experience at Centre Jean Perrin. Clin Breast Cancer 2004; 5:303-7. [PMID: 15507178 DOI: 10.3816/cbc.2004.n.035] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This study investigated the efficacy and tolerability of FEC 100 (epirubicin 100 mg/m2 with 5-fluorouracil 500 mg/m2 and cyclophosphamide 500 mg/m2) every 21 days as neoadjuvant chemotherapy in women with stage I-III primary operable breast cancer. Forty patients were treated with 6 cycles of FEC 100, followed by surgery and radiation therapy. In addition, most patients also received an adjuvant treatment for residual disease (11 chemotherapies and 31 tamoxifen). After 6 cycles of FEC 100, the overall clinical response rate of 75% (CI 95%, 61.6-88.4) was achieved, 22.5% of which were complete responses. Breast conservation was achieved in 70% of patients. A pathologic complete response was confirmed in 6 patients (15%; CI 95%, 3.9-26.1) using Chevallier's classification and in 10 patients (25%; CI 95%, 11.6-38.4) using Sataloff's classification. After a median follow-up of 29.5 months, 3 metastatic relapses were observed. The principal toxicity of FEC 100 was myelosuppression; 51.3% of patients developed grade 3/4 neutropenia. Neoadjuvant FEC 100 was both effective and well tolerated in patients with early-stage operable breast cancer.
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Kim SJ, Kim SK, Lee ES, Ro J, Kang SH. Predictive value of [18F]FDG PET for pathological response of breast cancer to neo-adjuvant chemotherapy. Ann Oncol 2004; 15:1352-7. [PMID: 15319241 DOI: 10.1093/annonc/mdh345] [Citation(s) in RCA: 89] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The aim of this prospective study was to evaluate the predictive value of [18F]fluorodeoxyglucose positron emission tomography (FDG PET) for the pathological response of breast cancer after completion of neo-adjuvant chemotherapy. METHODS Fifty patients with newly diagnosed, non-inflammatory, large or locally advanced breast cancer undergoing neo-adjuvant chemotherapy were eligible for this study. Clinical assessment was accomplished by comparing initial tumor size with preoperative tumor size. Pathological responses were classified into three groups: pathological non-response (pNR), pathological partial response (pPR) and pathological complete response (pCR). To determine the effect of reduction rate (RR) of peak standardized uptake values for tumor responses, logistic regression analyses were performed. To identify an optimal threshold value of RR for the prediction of pathological response, receiver operating characteristic analysis was performed. RESULTS Eight per cent (four of 50) of the patients had pCR and 46% had pPR. Ten per cent of patients had clinical CR and 52% had clinical PR. In clinical response, the RRs (+/- SD) of CR (-83.4 +/- 12), PR (-81.8 +/- 22.7) and NR (-79.7 +/- 31.9) showed no statistical differences (P > 0.05). However, for pathological responses, the RR of CR (-96.5 +/- 3.4) had a lower value than those of PR (-87.9 +/- 15.1) and NR (-56.2 +/- 29.6) (P = 0.0006; CR versus PR, P < 0.05; CR versus NR, P < 0.05; PR versus NR, P < 0.01). When -88% of RR was used as threshold value for differentiation between pCR and pPR, the area under the curve (AUC) was 0.788 [standard error (SE) 0.106; 95% confidence interval (CI) 0.589-0.920]. The sensitivity and specificity were 100% and 56.5%, respectively. When -79% of RR was used as threshold value for differentiation between pathological responders and non-responders, the AUC was 0.838 (SE 0.059; 95% CI 0.707-0.927). The sensitivity and specificity were 85.2% and 82.6%, respectively. CONCLUSIONS Despite some limitations, this study suggests a possible predictive value of FDG PET for the assessment of the pathological response of primary breast cancer after neo-adjuvant chemotherapy. However, these findings deserve further investigation on a larger number of patients, and more frequent and earlier PET scans in each patient need to be performed to allow a better validation of the differentiation between the responder and non-responder groups.
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Affiliation(s)
- S-J Kim
- Research Institute, National Cancer Center, Goyang, Gyeonggi, Republic of Korea.
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45
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Espinosa E, Morales S, Borrega P, Casas A, Madroñal C, Machengs I, Illarramendi JA, Lizón J, Moreno JA, Belón J, Janáriz J, de la Puente M, Checa T, Mel JR, González Barón M. Docetaxel and high-dose epirubicin as neoadjuvant chemotherapy in locally advanced breast cancer. Cancer Chemother Pharmacol 2004; 54:546-52. [PMID: 15316749 DOI: 10.1007/s00280-004-0830-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2003] [Accepted: 03/29/2004] [Indexed: 11/29/2022]
Abstract
PURPOSE Epirubicin and docetaxel are two of the most active drugs against breast carcinoma. As the achievement of a pathological complete response (pCR) is important for survival of patients with locally advanced disease, we used both drugs as neoadjuvant chemotherapy. PATIENTS AND METHODS Women with locally advanced or inflammatory breast cancer received epirubicin 120 mg/m2 followed by docetaxel 75 mg/m2, both on day 1, every 21 days for four cycles. Lenograstim was administered for 10 days in all cycles. RESULTS Of 51 patients included, 50 received a total of 188 cycles, with a median of 4 per patient. The median age was 47 years, tumour stage was IIIA in 14 patients and IIIB in 36. Oestrogen receptors were positive in 65% of tumours. There were 10 clinical complete responses (20%) and 29 partial responses (58%). Surgery consisted of mastectomy in 40 patients and tumorectomy in 6. After surgery, 9 pCR were recorded (18%). One patient progressed and died soon after the end of chemotherapy. After a median follow-up of 22 months, the median disease-free survival was 33.7 months. Grade 3/4 neutropenia was observed in 32% of patients, anaemia in 6%, and thrombocytopenia in 4%. Five patients had febrile neutropenia. There were no toxic deaths or grade 4 nonhaematological toxicities. CONCLUSIONS Docetaxel plus high-dose epirubicin showed promising activity in patients with locally advanced and inflammatory breast cancer, at the cost of moderate toxicity.
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Affiliation(s)
- E Espinosa
- Oncopaz Cooperative Group, Madrid, Spain.
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Vincent-Salomon A, Rousseau A, Jouve M, Beuzeboc P, Sigal-Zafrani B, Fréneaux P, Rosty C, Nos C, Campana F, Klijanienko J, Al Ghuzlan A, Sastre-Garau X. Proliferation markers predictive of the pathological response and disease outcome of patients with breast carcinomas treated by anthracycline-based preoperative chemotherapy. Eur J Cancer 2004; 40:1502-8. [PMID: 15196533 DOI: 10.1016/j.ejca.2004.03.014] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2003] [Revised: 02/13/2004] [Accepted: 03/12/2004] [Indexed: 11/22/2022]
Abstract
The cell proliferation rate has been correlated to the response of breast carcinomas to preoperative chemotherapy (CT) and to disease outcome. However, this parameter is not yet used to select which tumours should be treated with preoperative CT. Furthermore, there is no consensus in the method used to evaluate cell proliferation. In poor prognosis breast carcinomas (PPBCs) treated by intensive preoperative CT, we compared the predictive value of S phase fraction (SPF), mitotic index (MI) and Ki67. We also evaluated the prognostic significance of the variation of the MI after CT. A series of 55 T2-T4N0N1M0 breast carcinomas were treated with 4 cycles of cyclophosphamide, 5-fluorouracil (5-FU) and doxorubicin. SPF was determined by flow cytometry on pre-therapeutic needle aspiration products. MI and Ki67 were evaluated on pre-therapeutic biopsy samples and on the tumours after CT. Fifteen patients (27%) had a pathological complete response (pCR), whereas 40 (73%) had residual disease. All three proliferative markers were found to have predictive value, but this value was higher for MI than for SPF (P = 0.04) and Ki67 (P = 0.03): the rate of pCR was 50% in cases with MI > 17/3.3 mm2, but was only 7% in cases with MI under this threshold (P = 0.0003). A significant decrease of MI (mean 10.97) was observed after CT (P = 0.001). Furthermore, we observed that even for patients with residual tumour, the variation of MI after CT was a prognostic parameter and overall survival. The sequential analysis of MI in breast cancers treated by preoperative CT thus provides a surrogate for predicting long-term outcome.
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Ogston KN, Miller ID, Schofield AC, Spyrantis A, Pavlidou E, Sarkar TK, Hutcheon AW, Payne S, Heys SD. Can Patients' Likelihood of Benefiting from Primary Chemotherapy for Breast Cancer Be Predicted Before Commencement of Treatment? Breast Cancer Res Treat 2004; 86:181-9. [PMID: 15319570 DOI: 10.1023/b:brea.0000032986.00879.d7] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
PURPOSE Primary chemotherapy is commonly used in patients with breast cancer to downstage the primary tumour prior to surgery. There is a need to establish, prior to commencement of chemotherapy, predictors of clinical and pathological response, which may then be surrogate markers for patient survival and thus allow identification of patients who are most likely to benefit from such treatment. PATIENTS AND METHODS A total of 104 patients with large and locally advanced breast cancers received an anthracycline/docetaxel-based regimen prior to surgery. Immunohistochemistry was carried out on pre-treatment core biopsies of the tumour to detect hormone receptors (oestrogen-ER; progesterone-PR), a proliferation marker (MIB-1), the oncoprotein Bcl-2, an extracellular matrix degradation enzyme (cathepsin D), p53, and an oestrogen associated protein (pS2). Both clinical and pathological response were assessed following completion of chemotherapy. RESULTS Patients whose tumours did not express oestrogen receptor (p = 0.02) or did not express Bcl-2 (p < 0.01) had a better pathological response in a univariate analysis. However, in a multivariate model, it was only the absence of detectable Bcl-2 protein that predicted a better pathological response (p = 0.001). CONCLUSIONS This study has identified that patients whose breast cancers are most likely to experience the greatest degree of tumour destruction by primary chemotherapy do not express either oestrogen receptors or Bcl-2. This may have important implications in the selection of patients with breast cancer for primary chemotherapy who are most likely to gain a survival benefit.
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Ogston KN, Miller ID, Payne S, Hutcheon AW, Sarkar TK, Smith I, Schofield A, Heys SD. A new histological grading system to assess response of breast cancers to primary chemotherapy: prognostic significance and survival. Breast 2004; 12:320-7. [PMID: 14659147 DOI: 10.1016/s0960-9776(03)00106-1] [Citation(s) in RCA: 643] [Impact Index Per Article: 32.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The clinical and complete pathological response of a primary breast cancer to chemotherapy has been shown to be an important prognostic for survival. However, the majority of patients do not experience a complete pathological response to primary chemotherapy and the significance of lesser degrees of histological response is uncertain and the prognostic significance is unknown. The purpose of this study was to evaluate a new histological grading system to assess response of breast cancers to primary chemotherapy and to determine if such a system has prognostic value.A consecutive series of 176 patients with large (> or =4cm) and locally advanced breast cancers were treated with multimodality therapy comprising primary chemotherapy, surgery, radiotherapy and tamoxifen. All underwent assessment of the primary breast tumour before and after completion of chemotherapy. Residual tumour was excised after completion of chemotherapy (mastectomy or wide local excision with axillary surgery). The removed tissue was assessed and response to chemotherapy graded using a five-point histological grading system based with the fundamental feature being a reduction in tumour cellularity; comparison being made with a pre-treatment core biopsy. All patients were followed up for 5 years or more. Pathological responses were compared to 5 year overall survival and disease-free survival using log rank tests. The overall 5-year survival for all patients was 71%, and 5 year disease free interval was 60%. There was a significant correlation between pathological response using this new grading system and both overall survival (P=0.02) and disease-free interval (P=0.04). In a multivariate analysis of known prognostic factors, the Miller/Payne grading system was an independent predictor of overall patient survival. This grading system, which assesses the histological response to primary chemotherapy, can predict overall survival and disease-free interval in patients with large and locally advanced breast cancers treated with such therapy. The relationship of degree of histological response to overall and disease-free survival has been shown in univariate and multivariate analyses and could potentially have an important role in the clinical management of patients with locally advanced breast cancer undergoing primary chemotherapy.
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Affiliation(s)
- Keith N Ogston
- Section of Surgical Oncology, University of Aberdeen, Foresterhill, Aberdeen, Scotland AB9 2ZD, UK
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Jakubowski DB, Cerussi AE, Bevilacqua F, Shah N, Hsiang D, Butler J, Tromberg BJ. Monitoring neoadjuvant chemotherapy in breast cancer using quantitative diffuse optical spectroscopy: a case study. JOURNAL OF BIOMEDICAL OPTICS 2004; 9:230-8. [PMID: 14715078 DOI: 10.1117/1.1629681] [Citation(s) in RCA: 118] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Presurgical chemotherapy is widely used in the treatment of locally advanced breast cancer. Monitoring the response to therapy can improve survival and reduce morbidity. We employ a noninvasive, near-infrared method based on diffuse optical spectroscopy (DOS) to quantitatively monitor tumor response to neoadjuvant chemotherapy. DOS was used to monitor tumor response in one patient with locally advanced breast cancer throughout the course of her therapy. Measurements were performed prior to doxorubicin-cyclophosphamide therapy and at several time points over the course of three treatment cycles (68 days). Our results show strong tumor to normal (T/N) tissue contrast in total hemoglobin concentration (T/N=2.4), water fraction (T/N=6.9), tissue hemoglobin oxygen saturation, S(t)O(2) (T/N=0.9), and lipid fraction (T/N=0.7) prior to treatment. Over a 10-week period, the peak total hemoglobin and water dropped 56 and 67%, respectively. Lipid content nearly returned to baseline (T/N =0.9) while S(t)O(2) exceeded pretreatment levels (T/N =1.5). Approximately half of the hemoglobin and water changes occurred within 5 days of treatment (26 and 37%, respectively). These data suggest that noninvasive, quantitative optical methods that characterize tumor physiology may be useful in assessing and optimizing individual response to neoadjuvant chemotherapy.
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MESH Headings
- Adenocarcinoma/diagnosis
- Adenocarcinoma/drug therapy
- Adenocarcinoma/pathology
- Adenocarcinoma/surgery
- Biomarkers, Tumor/analysis
- Biomarkers, Tumor/metabolism
- Breast Neoplasms/diagnosis
- Breast Neoplasms/drug therapy
- Breast Neoplasms/pathology
- Breast Neoplasms/surgery
- Carcinoma, Intraductal, Noninfiltrating/diagnosis
- Carcinoma, Intraductal, Noninfiltrating/drug therapy
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/surgery
- Chemotherapy, Adjuvant/methods
- Cyclophosphamide/administration & dosage
- Diagnosis, Computer-Assisted/methods
- Doxorubicin/administration & dosage
- Drug Administration Schedule
- Drug Therapy/methods
- Drug Therapy, Combination
- Drug Therapy, Computer-Assisted/methods
- Female
- Humans
- Lasers
- Middle Aged
- Neoadjuvant Therapy/methods
- Prognosis
- Reproducibility of Results
- Sensitivity and Specificity
- Spectrum Analysis/methods
- Treatment Outcome
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Affiliation(s)
- Dorota B Jakubowski
- Beckman Laser Institute, Laser Microbeam and Medical Program, University of California-Irvine, 1002 Health Sciences Road East, Irvine, CA 92612, USA
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