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1.
Cell ; 185(14): 2591-2608.e30, 2022 07 07.
Article in English | MEDLINE | ID: mdl-35803246

ABSTRACT

Melanoma brain metastasis (MBM) frequently occurs in patients with advanced melanoma; yet, our understanding of the underlying salient biology is rudimentary. Here, we performed single-cell/nucleus RNA-seq in 22 treatment-naive MBMs and 10 extracranial melanoma metastases (ECMs) and matched spatial single-cell transcriptomics and T cell receptor (TCR)-seq. Cancer cells from MBM were more chromosomally unstable, adopted a neuronal-like cell state, and enriched for spatially variably expressed metabolic pathways. Key observations were validated in independent patient cohorts, patient-derived MBM/ECM xenograft models, RNA/ATAC-seq, proteomics, and multiplexed imaging. Integrated spatial analyses revealed distinct geography of putative cancer immune evasion and evidence for more abundant intra-tumoral B to plasma cell differentiation in lymphoid aggregates in MBM. MBM harbored larger fractions of monocyte-derived macrophages and dysfunctional TOX+CD8+ T cells with distinct expression of immune checkpoints. This work provides comprehensive insights into MBM biology and serves as a foundational resource for further discovery and therapeutic exploration.


Subject(s)
Brain Neoplasms , Melanoma , Brain Neoplasms/drug therapy , Brain Neoplasms/secondary , CD8-Positive T-Lymphocytes/pathology , Ecosystem , Humans , RNA-Seq
2.
Nature ; 595(7865): 114-119, 2021 07.
Article in English | MEDLINE | ID: mdl-33915568

ABSTRACT

Respiratory failure is the leading cause of death in patients with severe SARS-CoV-2 infection1,2, but the host response at the lung tissue level is poorly understood. Here we performed single-nucleus RNA sequencing of about 116,000 nuclei from the lungs of nineteen individuals who died of COVID-19 and underwent rapid autopsy and seven control individuals. Integrated analyses identified substantial alterations in cellular composition, transcriptional cell states, and cell-to-cell interactions, thereby providing insight into the biology of lethal COVID-19. The lungs from individuals with COVID-19 were highly inflamed, with dense infiltration of aberrantly activated monocyte-derived macrophages and alveolar macrophages, but had impaired T cell responses. Monocyte/macrophage-derived interleukin-1ß and epithelial cell-derived interleukin-6 were unique features of SARS-CoV-2 infection compared to other viral and bacterial causes of pneumonia. Alveolar type 2 cells adopted an inflammation-associated transient progenitor cell state and failed to undergo full transition into alveolar type 1 cells, resulting in impaired lung regeneration. Furthermore, we identified expansion of recently described CTHRC1+ pathological fibroblasts3 contributing to rapidly ensuing pulmonary fibrosis in COVID-19. Inference of protein activity and ligand-receptor interactions identified putative drug targets to disrupt deleterious circuits. This atlas enables the dissection of lethal COVID-19, may inform our understanding of long-term complications of COVID-19 survivors, and provides an important resource for therapeutic development.


Subject(s)
COVID-19/pathology , COVID-19/virology , Lung/pathology , SARS-CoV-2/pathogenicity , Single-Cell Analysis , Aged , Aged, 80 and over , Alveolar Epithelial Cells/pathology , Alveolar Epithelial Cells/virology , Atlases as Topic , Autopsy , COVID-19/immunology , Case-Control Studies , Female , Fibroblasts/pathology , Fibrosis/pathology , Fibrosis/virology , Humans , Inflammation/pathology , Inflammation/virology , Macrophages/pathology , Macrophages/virology , Macrophages, Alveolar/pathology , Macrophages, Alveolar/virology , Male , Middle Aged , Plasma Cells/immunology , T-Lymphocytes/immunology
3.
Breast Cancer Res Treat ; 192(2): 321-329, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35015210

ABSTRACT

PURPOSE: The proliferation of breast epithelial cells increases during the luteal phase of the menstrual cycle, when they are exposed to progesterone, suggesting that ulipristal acetate, a selective progestin-receptor modulator (SPRM), may reduce breast cell proliferation with potential use in breast cancer chemoprevention. METHODS: Women aged 18-39 were randomized 1:1 to ulipristal 10-mg daily or to a combination oral contraceptive (COC) for 84 days. Participants underwent a breast biopsy and breast MRI at baseline and at end of study treatment. Proliferation of breast TDLU cells was evaluated by Ki67 immunohistochemical stain. We evaluated the breast MRIs for background parenchymal enhancement (BPE). All slides and images were masked for outcome evaluation. RESULTS: Twenty-eight treatment-compliant participants completed the study; 25 of whom had evaluable Ki67 results at baseline and on-treatment. From baseline to end of treatment, Ki67 % positivity (Ki67%+) decreased a median of 84% in the ulipristal group (N = 13; 2-sided p (2p) = 0.040) versus a median increase of 8% in the COC group (N = 12; 2p = 0.85). Median BPE scores decreased from 3 to 1 in the ulipristal group (p = 0.008) and did not decrease in the COC group. CONCLUSION: Ulipristal was associated with a major decrease in Ki67%+ and BPE. Ulipristal would warrant further investigation for breast cancer chemoprevention were it not for concerns about its liver toxicity. Novel SPRMs without liver toxicity could provide a new approach to breast cancer chemoprevention. TRIAL REGISTRATION: NCT02922127, 4 October 2016.


Subject(s)
Breast Neoplasms , Leiomyoma , Adolescent , Adult , Breast Neoplasms/drug therapy , Cell Proliferation , Female , Humans , Norpregnadienes , Progesterone , Receptors, Progesterone , Young Adult
5.
Appl Opt ; 61(15): 4458-4462, 2022 May 20.
Article in English | MEDLINE | ID: mdl-36256284

ABSTRACT

Optical coherence tomography (OCT) is being investigated in breast cancer diagnostics as a real-time histology evaluation tool. We present a customized deep convolutional neural network (CNN) for classification of breast tissues in OCT B-scans. Images of human breast samples from mastectomies and breast reductions were acquired using a custom ultrahigh-resolution OCT system with 2.72 µm axial resolution and 5.52 µm lateral resolution. The network achieved 96.7% accuracy, 92% sensitivity, and 99.7% specificity on a dataset of 23 patients. The usage of deep learning will be important for the practical integration of OCT into clinical practice.


Subject(s)
Breast Neoplasms , Tomography, Optical Coherence , Humans , Female , Tomography, Optical Coherence/methods , Breast Neoplasms/pathology , Neural Networks, Computer , Mastectomy
6.
Breast Cancer Res ; 23(1): 16, 2021 01 31.
Article in English | MEDLINE | ID: mdl-33517909

ABSTRACT

BACKGROUND: The purpose of this study is to evaluate whether the changes in optically derived parameters acquired with a diffuse optical tomography breast imager system (DOTBIS) in the contralateral non-tumor-bearing breast in patients administered neoadjuvant chemotherapy (NAC) for breast cancer are associated with pathologic complete response (pCR). METHODS: In this retrospective evaluation of 105 patients with stage II-III breast cancer, oxy-hemoglobin (ctO2Hb) from the contralateral non-tumor-bearing breast was collected and analyzed at different time points during NAC. The earliest monitoring imaging time point was after 2-3 weeks receiving taxane. Longitudinal data were analyzed using linear mixed-effects modeling to evaluate the contralateral breast ctO2Hb changes across chemotherapy when corrected for pCR status, age, and BMI. RESULTS: Patients who achieved pCR to NAC had an overall decrease of 3.88 µM for ctO2Hb (95% CI, 1.39 to 6.37 µM), p = .004, after 2-3 weeks. On the other hand, non-pCR subjects had a non-significant mean reduction of 0.14 µM (95% CI, - 1.30 to 1.58 µM), p > .05. Mixed-effect model results indicated a statistically significant negative relationship of ctO2Hb levels with BMI and age. CONCLUSIONS: This study demonstrates that the contralateral normal breast tissue assessed by DOTBIS is modifiable after NAC, with changes associated with pCR after only 2-3 weeks of chemotherapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/diagnosis , Breast Neoplasms/therapy , Tomography, Optical , Algorithms , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers, Tumor , Breast Neoplasms/metabolism , Disease Management , Female , Humans , Image Processing, Computer-Assisted , Neoadjuvant Therapy , Tomography, Optical/methods , Tomography, Optical/standards , Treatment Outcome , Tumor Burden
7.
Cancer Invest ; 39(6-7): 466-472, 2021.
Article in English | MEDLINE | ID: mdl-34075851

ABSTRACT

Eribulin inhibits microtubule polymerization and suppresses epithelial-mesenchymal transition. Conventional pathology approaches have not identified a precise predictive biomarker for Eribulin. We performed qmIF on pre-treatment tissue from 11 patients (6 TNBC, 5 HGSOC) treated with Eribulin-LF. T-lymphocytes were the dominant immune-subset in TME, with higher levels detected in stroma vs tumor (9% vs 2%). Greater density of CD3+ (p = 0.01) and CD3 + CD8+ (p = 0.03) cells and closer proximity between CD3 + CD8+ and tumor cells was observed in the patients with disease control (PR + SD) vs. progressive disease. QmIF identified an association between TIL infiltration and Eribulin-LF sensitivity, which should be evaluated further in prospective studies.


Subject(s)
Biomarkers, Tumor/immunology , Breast Neoplasms/drug therapy , Cystadenoma, Serous/drug therapy , Furans/therapeutic use , Ketones/therapeutic use , Ovarian Neoplasms/drug therapy , Breast Neoplasms/immunology , CD3 Complex/metabolism , CD8 Antigens , Clinical Trials, Phase I as Topic , Female , Fluorescent Antibody Technique , Humans , Middle Aged , Neoplasm Metastasis , Phospholipids , Survival Analysis , T-Lymphocytes/metabolism , Treatment Outcome , Tumor Microenvironment
8.
Nature ; 520(7545): 57-62, 2015 Apr 02.
Article in English | MEDLINE | ID: mdl-25799988

ABSTRACT

Although p53-mediated cell-cycle arrest, senescence and apoptosis serve as critical barriers to cancer development, emerging evidence suggests that the metabolic activities of p53 are also important. Here we show that p53 inhibits cystine uptake and sensitizes cells to ferroptosis, a non-apoptotic form of cell death, by repressing expression of SLC7A11, a key component of the cystine/glutamate antiporter. Notably, p53(3KR), an acetylation-defective mutant that fails to induce cell-cycle arrest, senescence and apoptosis, fully retains the ability to regulate SLC7A11 expression and induce ferroptosis upon reactive oxygen species (ROS)-induced stress. Analysis of mutant mice shows that these non-canonical p53 activities contribute to embryonic development and the lethality associated with loss of Mdm2. Moreover, SLC7A11 is highly expressed in human tumours, and its overexpression inhibits ROS-induced ferroptosis and abrogates p53(3KR)-mediated tumour growth suppression in xenograft models. Our findings uncover a new mode of tumour suppression based on p53 regulation of cystine metabolism, ROS responses and ferroptosis.


Subject(s)
Cystine/metabolism , Iron/metabolism , Neoplasms/metabolism , Neoplasms/pathology , Reactive Oxygen Species/metabolism , Tumor Suppressor Protein p53/metabolism , Amino Acid Transport System y+/biosynthesis , Amino Acid Transport System y+/deficiency , Amino Acid Transport System y+/genetics , Amino Acid Transport System y+/metabolism , Animals , Biological Transport , Cell Death , Embryo, Mammalian/embryology , Embryo, Mammalian/metabolism , Embryonic Development , Humans , Mice , Oxidative Stress , Proto-Oncogene Proteins c-mdm2/deficiency , Proto-Oncogene Proteins c-mdm2/genetics , Substrate Specificity , Tumor Suppressor Protein p53/antagonists & inhibitors , Xenograft Model Antitumor Assays
9.
Gut ; 68(6): 1034-1043, 2019 06.
Article in English | MEDLINE | ID: mdl-30658994

ABSTRACT

OBJECTIVE: Pancreatic ductal adenocarcinoma (PDA) has among the highest stromal fractions of any cancer and this has complicated attempts at expression-based molecular classification. The goal of this work is to profile purified samples of human PDA epithelium and stroma and examine their respective contributions to gene expression in bulk PDA samples. DESIGN: We used laser capture microdissection (LCM) and RNA sequencing to profile the expression of 60 matched pairs of human PDA malignant epithelium and stroma samples. We then used these data to train a computational model that allowed us to infer tissue composition and generate virtual compartment-specific expression profiles from bulk gene expression cohorts. RESULTS: Our analysis found significant variation in the tissue composition of pancreatic tumours from different public cohorts. Computational removal of stromal gene expression resulted in the reclassification of some tumours, reconciling functional differences between different cohorts. Furthermore, we established a novel classification signature from a total of 110 purified human PDA stroma samples, finding two groups that differ in the extracellular matrix-associated and immune-associated processes. Lastly, a systematic evaluation of cross-compartment subtypes spanning four patient cohorts indicated partial dependence between epithelial and stromal molecular subtypes. CONCLUSION: Our findings add clarity to the nature and number of molecular subtypes in PDA, expand our understanding of global transcriptional programmes in the stroma and harmonise the results of molecular subtyping efforts across independent cohorts.


Subject(s)
Adenocarcinoma/pathology , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Gene Expression Regulation, Neoplastic , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Adenocarcinoma/genetics , Adenocarcinoma/surgery , Carcinoma, Pancreatic Ductal/surgery , Case-Control Studies , Computer Simulation , Extracellular Matrix/pathology , Gene Expression Profiling , Humans , Microdissection , Pancreatic Neoplasms/surgery , Sensitivity and Specificity
10.
Radiology ; 287(3): 778-786, 2018 06.
Article in English | MEDLINE | ID: mdl-29431574

ABSTRACT

Purpose To identify dynamic optical imaging features that associate with the degree of pathologic response in patients with breast cancer during neoadjuvant chemotherapy (NAC). Materials and Methods Of 40 patients with breast cancer who participated in a longitudinal study between June 2011 and March 2016, 34 completed the study. There were 13 patients who obtained a pathologic complete response (pCR) and 21 patients who did not obtain a pCR. Imaging data from six subjects were excluded from the study because either the patients dropped out of the study before it was finished or there was an instrumentation malfunction. Two weeks into the treatment regimen, three-dimensional images of both breasts during a breath hold were acquired by using dynamic diffuse optical tomography. Features from the breath-hold traces were used to distinguish between response groups. Receiver operating characteristic (ROC) curves and sensitivity analysis were used to determine the degree of association with 5-month treatment outcome. Results An ROC curve analysis showed that this method could identify patients with a pCR with a positive predictive value of 70.6% (12 of 17), a negative predictive value of 94.1% (16 of 17), a sensitivity of 92.3% (12 of 13), a specificity of 76.2% (16 of 21), and an area under the ROC curve of 0.85. Conclusion Several dynamic optical imaging features obtained within 2 weeks of NAC initiation were identified that showed statistically significant differences between patients with pCR and patients without pCR as determined 5 months after treatment initiation. If confirmed in a larger cohort prospective study, these dynamic imaging features may be used to predict treatment outcome as early as 2 weeks after treatment initiation. © RSNA, 2018 Online supplemental material is available for this article.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/drug therapy , Neoadjuvant Therapy/methods , Tomography, Optical/methods , Adult , Breast/diagnostic imaging , Chemotherapy, Adjuvant , Female , Humans , Longitudinal Studies , Middle Aged , Sensitivity and Specificity , Treatment Outcome
11.
Breast Cancer Res ; 19(1): 19, 2017 02 21.
Article in English | MEDLINE | ID: mdl-28222775

ABSTRACT

BACKGROUND: Mechanisms underlying the inverse association between physical activity and survival after breast cancer are unresolved, but DNA methylation may play a role. We hypothesized that promoter methylation of breast cancer-related genes, as well as global methylation, may modify the association between prediagnostic recreational physical activity (RPA) and breast cancer mortality. METHODS: Using a population-based sample of 1254 women diagnosed with first primary breast cancer, we examined modification of the RPA-mortality association by gene-specific promoter methylation and global methylation. Average lifetime RPA was assessed from menarche to diagnosis through structured in-home interviews. Promoter methylation of 13 breast cancer-related genes was evaluated in archived tumor by methylation-specific polymerase chain reaction and MethyLight assay. Global methylation in white blood cell DNA was determined at long interspersed nucleotide element 1 and by the luminometric methylation assay. After approximately 15 years of follow-up, 486 patients had died, and 186 of the deaths were breast cancer-related. We used Cox proportional hazards regression to estimate HRs and 95% CIs as well as likelihood ratio tests to assess multiplicative interactions. RESULTS: All-cause mortality was lower only among physically active women with methylated promoter of APC (HR 0.60, 95% CI 0.40-0.80), CCND2 (HR 0.56, 95% CI 0.32-0.99), HIN (HR 0.55, 95% CI 0.38-0.80), and TWIST1 (HR 0.28, 95% CI 0.14-0.56) in tumors, but not among those with unmethylated tumors (significant interaction p < 0.05). We found no interaction between RPA and global methylation. CONCLUSIONS: The improved survival after breast cancer that is associated with RPA may be more pronounced in women with promoter tumor methylation in biologically plausible genes.


Subject(s)
Breast Neoplasms/etiology , Breast Neoplasms/mortality , DNA Methylation , Exercise , Oncogenes , Population Surveillance , Promoter Regions, Genetic , Adult , Aged , Breast Neoplasms/epidemiology , Breast Neoplasms/therapy , Combined Modality Therapy , Female , Humans , Middle Aged , Mortality , New York/epidemiology , Prognosis , Recreation , Risk Factors
12.
Breast Cancer Res Treat ; 162(3): 533-540, 2017 04.
Article in English | MEDLINE | ID: mdl-28190249

ABSTRACT

PURPOSE: Breast cancer (BC) patients who achieve a favorable residual cancer burden (RCB) after neoadjuvant chemotherapy (NACT) have an improved recurrence-free survival. Those who have an unfavorable RCB will have gone through months of ineffective chemotherapy. No ideal method exists to predict a favorable RCB early during NACT. Diffuse optical tomography (DOT) is a novel imaging modality that uses near-infrared light to assess hemoglobin concentrations within breast tumors. We hypothesized that the 2-week percent change in DOT-measured hemoglobin concentrations would associate with RCB. METHODS: We conducted an observational study of 40 women with stage II-IIIC BC who received standard NACT. DOT imaging was performed at baseline and 2 weeks after treatment initiation. We evaluated the associations between the RCB index (continuous measure), class (categorical 0, I, II, III), and response (RCB class 0/I = favorable, RCB class II/III = unfavorable) with changes in DOT-measured hemoglobin concentrations. RESULTS: The RCB index correlated significantly with the 2-week percent change in oxyhemoglobin [HbO2] (r = 0.5, p = 0.003), deoxyhemoglobin [Hb] (r = 0.37, p = 0.03), and total hemoglobin concentrations [HbT] (r = 0.5, p = 0.003). The RCB class and response significantly associated with the 2-week percent change in [HbO2] (p ≤ 0.01) and [HbT] (p ≤ 0.02). [HbT] 2-week percent change had sensitivity, specificity, positive, and negative predictive values for a favorable RCB response of 86.7, 68.4, 68.4, and 86.7%, respectively. CONCLUSION: The 2-week percent change in DOT-measured hemoglobin concentrations was associated with the RCB index, class, and response. DOT may help guide NACT for women with BC.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Neoplasm, Residual/pathology , Tomography, Optical , Adult , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor , Breast Neoplasms/drug therapy , Female , Humans , Magnetic Resonance Imaging , Mammography , Middle Aged , Neoadjuvant Therapy , Neoplasm Staging , Sensitivity and Specificity , Tomography, Optical/methods , Tumor Burden
13.
Lasers Surg Med ; 49(3): 258-269, 2017 03.
Article in English | MEDLINE | ID: mdl-28264146

ABSTRACT

BACKGROUND AND OBJECTIVE: Breast cancer is one of the most common cancers, and recognized as the third leading cause of mortality in women. Optical coherence tomography (OCT) enables three dimensional visualization of biological tissue with micrometer level resolution at high speed, and can play an important role in early diagnosis and treatment guidance of breast cancer. In particular, ultra-high resolution (UHR) OCT provides images with better histological correlation. This paper compared UHR OCT performance with standard OCT in breast cancer imaging qualitatively and quantitatively. Automatic tissue classification algorithms were used to automatically detect invasive ductal carcinoma in ex vivo human breast tissue. STUDY DESIGN/MATERIALS AND METHODS: Human breast tissues, including non-neoplastic/normal tissues from breast reduction and tumor samples from mastectomy specimens, were excised from patients at Columbia University Medical Center. The tissue specimens were imaged by two spectral domain OCT systems at different wavelengths: a home-built ultra-high resolution (UHR) OCT system at 800 nm (measured as 2.72 µm axial and 5.52 µm lateral) and a commercial OCT system at 1,300 nm with standard resolution (measured as 6.5 µm axial and 15 µm lateral), and their imaging performances were analyzed qualitatively. Using regional features derived from OCT images produced by the two systems, we developed an automated classification algorithm based on relevance vector machine (RVM) to differentiate hollow-structured adipose tissue against solid tissue. We further developed B-scan based features for RVM to classify invasive ductal carcinoma (IDC) against normal fibrous stroma tissue among OCT datasets produced by the two systems. For adipose classification, 32 UHR OCT B-scans from 9 normal specimens, and 28 standard OCT B-scans from 6 normal and 4 IDC specimens were employed. For IDC classification, 152 UHR OCT B-scans from 6 normal and 13 IDC specimens, and 104 standard OCT B-scans from 5 normal and 8 IDC specimens were employed. RESULTS: We have demonstrated that UHR OCT images can produce images with better feature delineation compared with images produced by 1,300 nm OCT system. UHR OCT images of a variety of tissue types found in human breast tissue were presented. With a limited number of datasets, we showed that both OCT systems can achieve a good accuracy in identifying adipose tissue. Classification in UHR OCT images achieved higher sensitivity (94%) and specificity (93%) of adipose tissue than the sensitivity (91%) and specificity (76%) in 1,300 nm OCT images. In IDC classification, similarly, we achieved better results with UHR OCT images, featured an overall accuracy of 84%, sensitivity of 89% and specificity of 71% in this preliminary study. CONCLUSION: In this study, we provided UHR OCT images of different normal and malignant breast tissue types, and qualitatively and quantitatively studied the texture and optical features from OCT images of human breast tissue at different resolutions. We developed an automated approach to differentiate adipose tissue, fibrous stroma, and IDC within human breast tissues. Our work may open the door toward automatic intraoperative OCT evaluation of early-stage breast cancer. Lasers Surg. Med. 49:258-269, 2017. © 2017 Wiley Periodicals, Inc.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Breast/diagnostic imaging , Imaging, Three-Dimensional , Tomography, Optical Coherence/methods , Biopsy, Needle , Breast/pathology , Breast Neoplasms/pathology , Cross-Sectional Studies , Female , Humans , Immunohistochemistry , In Vitro Techniques , Mastectomy/methods , Reference Values , Sampling Studies
14.
Breast Cancer Res ; 18(1): 46, 2016 05 09.
Article in English | MEDLINE | ID: mdl-27160778

ABSTRACT

BACKGROUND: High-intensity focused ultrasound (HIFU) is a noninvasive technique used in the treatment of early-stage breast cancer and benign tumors. To facilitate its translation to the clinic, there is a need for a simple, cost-effective device that can reliably monitor HIFU treatment. We have developed harmonic motion imaging (HMI), which can be used seamlessly in conjunction with HIFU for tumor ablation monitoring, namely harmonic motion imaging for focused ultrasound (HMIFU). The overall objective of this study was to develop an all ultrasound-based system for real-time imaging and ablation monitoring in the human breast in vivo. METHODS: HMI was performed in 36 specimens (19 normal, 15 invasive ductal carcinomas, and 2 fibroadenomas) immediately after surgical removal. The specimens were securely embedded in a tissue-mimicking agar gel matrix and submerged in degassed phosphate-buffered saline to mimic in vivo environment. The HMI setup consisted of a HIFU transducer confocally aligned with an imaging transducer to induce an oscillatory radiation force and estimate the resulting displacement. RESULTS: 3D HMI displacement maps were reconstructed to represent the relative tissue stiffness in 3D. The average peak-to-peak displacement was found to be significantly different (p = 0.003) between normal breast tissue and invasive ductal carcinoma. There were also significant differences before and after HMIFU ablation in both the normal (53.84 % decrease) and invasive ductal carcinoma (44.69 % decrease) specimens. CONCLUSIONS: HMI can be used to map and differentiate relative stiffness in postsurgical normal and pathological breast tissues. HMIFU can also successfully monitor thermal ablations in normal and pathological human breast specimens. This HMI technique may lead to a new clinical tool for breast tumor imaging and HIFU treatment monitoring.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/therapy , High-Intensity Focused Ultrasound Ablation , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/diagnostic imaging , Carcinoma, Ductal, Breast/pathology , Carcinoma, Ductal, Breast/therapy , Female , Fibroadenoma/diagnostic imaging , Fibroadenoma/pathology , Fibroadenoma/therapy , High-Intensity Focused Ultrasound Ablation/methods , Humans , Imaging, Three-Dimensional , Middle Aged , Postoperative Care , Treatment Outcome , Young Adult
15.
Breast Cancer Res Treat ; 157(3): 555-64, 2016 06.
Article in English | MEDLINE | ID: mdl-27225388

ABSTRACT

Various prognostic indicators have been investigated in neoadjuvant chemotherapy (NAC)-treated invasive breast cancer (BC). Our study examines if lymphovascular invasion (LVI) is an independent predictor of survival in women receiving NAC. We performed a retrospective analysis in 166 women with operable invasive BC who underwent adriamycin- and taxane-based NAC between 2000 and 2013. The presence of LVI was noted in breast excisions following NAC. Associations between progression-free and overall survival and LVI and other clinicopathologic variables were assessed. Median follow-up was 31 months (range 1.4-153 months) with a total of 56 events and 24 deaths from any cause. LVI was found in 74 of 166 patients (45 %). In univariate analysis, the presence of LVI was associated with worse progression-free survival (HR 3.37, 95 % CI 1.87-6.06, p < 0.01) and overall survival (HR 4.35, 95 % CI 1.61-11.79, p < 0.01). In multivariate models adjusting for breast cancer subtype, LVI was significantly associated with a decrease in progression-free survival (HR 3.76, 95 % CI 2.07-6.83, p < 0.01) and overall survival (HR 5.70, 95 % CI 2.08-15.64, p < 0.01). When stratified by subtype, those with hormone receptor or HER2-positive BCs with no LVI had the most favorable progression-free and overall survival. Those with both LVI and triple-negative BC had the worst progression-free and overall survival. LVI is an important prognostic marker and is associated with worse clinical outcome in breast cancer patients receiving NAC.


Subject(s)
Antineoplastic Agents/administration & dosage , Breast Neoplasms/blood supply , Breast Neoplasms/therapy , Bridged-Ring Compounds/administration & dosage , Doxorubicin/administration & dosage , Taxoids/administration & dosage , Antineoplastic Agents/therapeutic use , Bridged-Ring Compounds/therapeutic use , Chemotherapy, Adjuvant , Disease-Free Survival , Doxorubicin/therapeutic use , Female , Humans , Lymphatic Metastasis , Mastectomy , Middle Aged , Neoadjuvant Therapy , Prognosis , Retrospective Studies , Survival Analysis , Taxoids/therapeutic use , Treatment Outcome
16.
Breast Cancer Res Treat ; 156(1): 183-94, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26945992

ABSTRACT

Mechanisms underlying the poor breast cancer prognosis among obese women are unresolved. DNA methylation levels are linked to obesity and to breast cancer survival. We hypothesized that obesity may work in conjunction with the epigenome to alter prognosis. Using a population-based sample of women diagnosed with first primary breast cancer, we examined modification of the obesity-mortality association by DNA methylation. In-person interviews were conducted approximately 3 months after diagnosis. Weight and height were assessed [to estimate body mass index (BMI)], and blood samples collected. Promoter methylation of 13 breast cancer-related genes was assessed in archived tumor by methylation-specific PCR and Methyl Light. Global methylation in white blood cell DNA was assessed by analysis of long interspersed elements-1 (LINE-1) and with the luminometric methylation assay (LUMA). Vital status among 1308 patients (with any methylation biomarker and complete BMI assessment) was determined after approximately 15 years of follow-up (N = 194/441 deaths due to breast cancer-specific/all-cause mortality). We used Cox proportional hazards regression to estimate hazard ratios (HRs) and 95 % confidence intervals (CIs) using two-sided p values of 0.05. Breast cancer-specific mortality was higher among obese (BMI ≥ 30) patients with promoter methylation in APC (HR = 2.47; 95 % CI = 1.43-4.27) and TWIST1 (HR = 4.25; 95 % CI = 1.43-12.70) in breast cancer tissue. Estimates were similar, but less pronounced, for all-cause mortality. Increased all-cause (HR = 1.81; 95 % CI = 1.19-2.74) and breast cancer-specific (HR = 2.61; 95 % CI = 1.45-4.69) mortality was observed among obese patients with the lowest LUMA levels. The poor breast cancer prognosis associated with obesity may depend on methylation profiles, which warrants further investigation.


Subject(s)
Adenomatous Polyposis Coli Protein/genetics , Breast Neoplasms/mortality , DNA Methylation , Nuclear Proteins/genetics , Obesity/genetics , Twist-Related Protein 1/genetics , Body Mass Index , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Female , Humans , Obesity/mortality , Prognosis , Promoter Regions, Genetic , Proportional Hazards Models , Survival Analysis
17.
BMC Cancer ; 16: 587, 2016 08 02.
Article in English | MEDLINE | ID: mdl-27484095

ABSTRACT

BACKGROUND: The basal-like breast cancer (BLBC) subtype is characterized by positive staining for basal mammary epithelial cytokeratin markers, lack of hormone receptor and HER2 expression, and poor prognosis with currently no approved molecularly-targeted therapies. The oncogenic signaling pathways driving basal-like tumorigenesis are not fully elucidated. METHODS: One hundred sixteen unselected breast tumors were subjected to integrated analysis of phosphoinositide 3-kinase (PI3K) pathway related molecular aberrations by immunohistochemistry, mutation analysis, and gene expression profiling. Incidence and relationships between molecular biomarkers were characterized. Findings for select biomarkers were validated in an independent series. Synergistic cell killing in vitro and in vivo tumor therapy was investigated in breast cancer cell lines and mouse xenograft models, respectively. RESULTS: Sixty-four % of cases had an oncogenic alteration to PIK3CA, PTEN, or INPP4B; when including upstream kinases HER2 and EGFR, 75 % of cases had one or more aberration including 97 % of estrogen receptor (ER)-negative tumors. PTEN-loss was significantly associated to stathmin and EGFR overexpression, positivity for the BLBC markers cytokeratin 5/14, and the BLBC molecular subtype by gene expression profiling, informing a potential therapeutic combination targeting these pathways in BLBC. Combination treatment of BLBC cell lines with the EGFR-inhibitor gefitinib plus the PI3K pathway inhibitor LY294002 was synergistic, and correspondingly, in an in vivo BLBC xenograft mouse model, gefitinib plus PI3K-inhibitor PWT-458 was more effective than either monotherapy and caused tumor regression. CONCLUSIONS: Our study emphasizes the importance of PI3K/PTEN pathway activity in ER-negative and basal-like breast cancer and supports the future clinical evaluation of combining EGFR and PI3K pathway inhibitors for the treatment of BLBC.


Subject(s)
Breast Neoplasms/drug therapy , Gene Regulatory Networks , Mutation , Protein Kinase Inhibitors/administration & dosage , Adult , Aged , Aged, 80 and over , Androstadienes/administration & dosage , Androstadienes/pharmacology , Animals , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Chromones/administration & dosage , Chromones/pharmacology , Class I Phosphatidylinositol 3-Kinases/genetics , Drug Synergism , ErbB Receptors/genetics , Female , Gefitinib , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/drug effects , Gene Regulatory Networks/drug effects , Humans , Mice , Middle Aged , Morpholines/administration & dosage , Morpholines/pharmacology , PTEN Phosphohydrolase/genetics , Phosphoric Monoester Hydrolases/genetics , Polyethylene Glycols/administration & dosage , Polyethylene Glycols/pharmacology , Protein Kinase Inhibitors/pharmacology , Quinazolines/administration & dosage , Quinazolines/pharmacology , Signal Transduction/drug effects , Tissue Array Analysis/methods , Xenograft Model Antitumor Assays
18.
Environ Res ; 145: 93-100, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26671626

ABSTRACT

BACKGROUND: Tobacco smoke, diet and indoor/outdoor air pollution, all major sources of polycyclic aromatic hydrocarbons (PAHs), have been associated with breast cancer. Aberrant methylation may be an early event in carcinogenesis, but whether PAHs influence the epigenome is unclear, particularly in breast tissue where methylation may be most relevant. We aimed to evaluate the role of methylation in the association between PAHs and breast cancer. METHODS: In a population-based case-control study, we measured promoter methylation of 13 breast cancer-related genes in breast tumor tissue (n=765-851 cases) and global methylation in peripheral blood (1055 cases/1101 controls). PAH sources (current active smoking, residential environmental tobacco smoke (ETS), vehicular traffic, synthetic log burning, and grilled/smoked meat intake) were evaluated separately. Logistic regression was used to estimate adjusted odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS: When comparing methylated versus unmethylated genes, synthetic log use was associated with increased ORs for CDH1 (OR=2.26, 95%CI=1.06-4.79), HIN1 (OR=2.14, 95%CI=1.34-3.42) and RARß (OR=1.80, 95%CI=1.16-2.78) and decreased ORs for BRCA1 (OR=0.44, 95%CI=0.30-0.66). Residential ETS was associated with decreased ORs for ESR1 (OR=0.74, 95%CI=0.56-0.99) and CCND2 methylation (OR=0.65, 95%CI=0.44-0.96). Current smoking and vehicular traffic were associated with decreased ORs for DAPK (OR=0.53, 95%CI=0.28-0.99) and increased ORs for TWIST1 methylation (OR=2.79, 95%CI=1.24-6.30), respectively. In controls, synthetic log use was inversely associated with LINE-1 (OR=0.59, 95%CI=0.41-0.86). DISCUSSION: PAH sources were associated with hypo- and hypermethylation at multiple promoter regions in breast tumors and LINE-1 hypomethylation in blood of controls. Methylation may be a potential biologic mechanism for the associations between PAHs and breast cancer incidence.


Subject(s)
Breast Neoplasms/genetics , DNA Methylation/drug effects , Environmental Exposure/analysis , Environmental Pollutants/toxicity , Epigenesis, Genetic/drug effects , Polycyclic Aromatic Hydrocarbons/toxicity , Promoter Regions, Genetic/drug effects , Adult , Aged , Aged, 80 and over , Case-Control Studies , Female , Humans , Long Interspersed Nucleotide Elements/genetics , Middle Aged , Odds Ratio , Young Adult
19.
Cancer Causes Control ; 26(12): 1791-802, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26407953

ABSTRACT

PURPOSE: Polycyclic aromatic hydrocarbon (PAH)-DNA adducts have been associated with breast cancer incidence. Aberrant changes in DNA methylation may be an early event in carcinogenesis. However, possible relations between PAH-DNA adducts, methylation, and breast cancer are unknown. The objectives of this study were to (1) assess associations between PAH-DNA adducts, and breast cancer, stratified by DNA methylation markers and (2) examine interactions between adducts and DNA methylation in association with breast cancer and tumor subtype. METHODS: In a population-based case-control study, promoter methylation of 13 breast cancer-related genes was measured in tumor tissue (n = 765-851 cases). Blood DNA from breast cancer cases (n = 873) and controls (n = 941) was used to assess PAH-DNA adducts and global methylation. Logistic regression was used to estimate adjusted odds ratios (ORs) and 95% confidence intervals (CI); and the ratio of the OR (ROR) was used to assess heterogeneity. RESULTS: Women with detectable PAH-DNA adducts and methylated RARß (ROR 2.69, 95% CI 1.02-7.12; p for interaction = 0.03) or APC (ROR 1.76, 95% CI 0.87-3.58; p for interaction = 0.09) genes were more likely to have hormone receptor-positive tumors than other subtypes. Interactions with other methylation markers were not apparent (p ≥ 0.10). The association between adducts and breast cancer did not vary by methylation status of the tumor nor did adducts associate with global methylation in the controls. CONCLUSIONS: Gene-specific methylation of RARß, and perhaps APC, may interact with PAH-DNA adducts to increase risk of hormone receptor-positive breast cancer. There was little evidence that adducts were associated with or interacted with other methylation markers of interest.


Subject(s)
Breast Neoplasms/epidemiology , DNA Adducts/adverse effects , DNA Methylation , Polycyclic Aromatic Hydrocarbons/adverse effects , Adult , Aged , Breast Neoplasms/genetics , Case-Control Studies , Female , Humans , Incidence , Middle Aged , Odds Ratio , Promoter Regions, Genetic , Risk Factors
20.
Cancer Invest ; 32(4): 150-7, 2014 May.
Article in English | MEDLINE | ID: mdl-24605899

ABSTRACT

INTRODUCTION: We conducted a presurgical trial to assess the tissue-related effects of metformin in overweight/obese breast cancer (BC) patients. METHODS: Metformin 1,500 mg daily was administered to 35 nondiabetics with stage 0-III BC, body mass index (BMI) ≥ 25 kg/m(2). The primary endpoint was tumor proliferation change (i.e., ki-67). Tumor proliferation change was compared to untreated historical controls, matched by age, BMI, and stage. RESULTS: There was no reduction in ln(ki-67) after metformin (p = .98) or compared to controls (p = .47). There was a significant reduction in BMI, cholesterol, and leptin. CONCLUSION: Despite no proliferation changes, we observed reductions in other relevant biomarkers.


Subject(s)
Antineoplastic Agents/administration & dosage , Breast Neoplasms/drug therapy , Cell Proliferation/drug effects , Metformin/administration & dosage , Obesity/drug therapy , Overweight/drug therapy , Aged , Biomarkers, Tumor/blood , Body Mass Index , Breast Neoplasms/blood , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Chemotherapy, Adjuvant , Cholesterol/blood , Drug Administration Schedule , Female , Humans , Leptin/blood , Middle Aged , Neoplasm Staging , New York City , Obesity/blood , Obesity/diagnosis , Overweight/blood , Overweight/diagnosis , Time Factors , Treatment Outcome
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