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Heart and kidney organoids maintain organ-specific function in a microfluidic system. Mater Today Bio 2023; 23:100818. [PMID: 37810749 PMCID: PMC10550812 DOI: 10.1016/j.mtbio.2023.100818] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Revised: 09/13/2023] [Accepted: 09/23/2023] [Indexed: 10/10/2023] Open
Abstract
Heart and kidney communicate with one another in an interdependent relationship and they influence each other's behavior reciprocally, as pathological changes in one organ can damage the other. Although independent human in vitro models for heart and kidney exist, they do not capture their dynamic crosstalk. We have developed a microfluidic system which can be used to study heart and kidney interaction in vitro. Cardiac microtissues (cMTs) and kidney organoids (kOs) derived from human induced pluripotent stem cells (hiPSCs) were generated and loaded into two separated communicating chambers of a perfusion chip. Static culture conditions were compared with dynamic culture under unidirectional flow. Tissue viability was maintained for minimally 72 h under both conditions, as indicated by the presence of sarcomeric structures coupled with beating activity in cMTs and the presence of nephron structures and albumin uptake in kOs. We concluded that this system enables the study of human cardiac and kidney organoid interaction in vitro while controlling parameters like fluidic flow speed and direction. Together, this "cardiorenal-unit" provides a new in vitro model to study the cardiorenal axis and it may be further developed to investigate diseases involving both two organs and their potential treatments.
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Multi-omics analysis reveals distinct non-reversion mechanisms of PARPi resistance in BRCA1- versus BRCA2-deficient mammary tumors. Cell Rep 2023; 42:112538. [PMID: 37209095 DOI: 10.1016/j.celrep.2023.112538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 03/16/2023] [Accepted: 05/03/2023] [Indexed: 05/22/2023] Open
Abstract
BRCA1 and BRCA2 both function in DNA double-strand break repair by homologous recombination (HR). Due to their HR defect, BRCA1/2-deficient cancers are sensitive to poly(ADP-ribose) polymerase inhibitors (PARPis), but they eventually acquire resistance. Preclinical studies yielded several PARPi resistance mechanisms that do not involve BRCA1/2 reactivation, but their relevance in the clinic remains elusive. To investigate which BRCA1/2-independent mechanisms drive spontaneous resistance in vivo, we combine molecular profiling with functional analysis of HR of matched PARPi-naive and PARPi-resistant mouse mammary tumors harboring large intragenic deletions that prevent reactivation of BRCA1/2. We observe restoration of HR in 62% of PARPi-resistant BRCA1-deficient tumors but none in the PARPi-resistant BRCA2-deficient tumors. Moreover, we find that 53BP1 loss is the prevalent resistance mechanism in HR-proficient BRCA1-deficient tumors, whereas resistance in BRCA2-deficient tumors is mainly induced by PARG loss. Furthermore, combined multi-omics analysis identifies additional genes and pathways potentially involved in modulating PARPi response.
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MO618: Influence of Butyrate and Acetate on Behavior and Metabolism of Human Glomerular Microvascular Endothelial Cells. Nephrol Dial Transplant 2022. [DOI: 10.1093/ndt/gfac076.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Abstract
BACKGROUND AND AIMS
The gut microbiota has emerged as an important modulator of cardiovascular and renal diseases, including diabetic nephropathy (DN), one of the most common complications caused by diabetes mellitus. Importantly, diabetic patients display a reduction in bacteria producing short chain fatty acids (SCFAs) when compared with healthy individuals. SCFAs are generally associated with beneficial effects on the vascular system, as they help to reduce both oxidative stress and pro-inflammatory stimuli [1].
Although SCFAs help to protect against DN, their mechanisms of action at cell level remain largely unknown. For this reason, we aimed to study the effect of two SCFAs, butyrate and acetate, on human glomerular microvascular endothelial cells (hgMVECs) that represent one of the main components of the glomerular filtration barrier. In case of DN, glomerular endothelium shows multiple signs of dysfunction, such as uncontrolled proliferation [2], mitochondrial fragmentation [3] and monolayer disruption [4].
METHOD
hgMVECs have been exposed to different concentrations of butyrate and acetate for 24 h and/or 48 h. After treatment with SCFAs, cells have been collected for qPCR, stained for mitochondrial mass or fixated for immunocytochemistry. For the latter, we have used antibodies for the proliferation marker ki-67 and cell-to-cell junction proteins. To measure the resistance of the endothelial monolayer, electric cell-substrate impedance sensing (ECIS) was used. This system lets a current go over and between cells and the tighter the monolayer, the higher the resistance. For this type of experiment, hgMVECs have been cultured on a specific plate that is located in the ECIS machine throughout the whole experiments (before and after treatment with SCFAs).
RESULTS
Butyrate decreases the number of ki-67 positive nuclei in a concentration-dependent manner, which implies lower cellular proliferation.
On the other hand, at the highest concentration tested (500 uM), butyrate increases mitochondrial mass and elongation, as opposite to acetate, which does not show any effect on mitochondrial mass.
These results are also supported by qPCR analysis, where it is possible to observe a decrease of genes involved in mitochondrial fragmentation upon butyrate exposure.
MOreover, butyrate increases the resistance of the endothelial monolayer, as we can see in the results of the ECIS experiments. After an initial decrease, butyrate induces a steady increase of the resistance of the monolayer, which does not happen with acetate.
We believe that the increase in resistance is due to a higher expression of genes and proteins involved in the formation of tight junctions. For instance, in cells treated with butyrate, gene expression of ve-cadherin, ZO-1, claudin 5 and occludin is upregulated and especially for ve-cadherin this is also observed by immunocytochemistry.
CONCLUSION
Our results show that in hgMVECs, on the one hand butyrate especially can increase monolayer resistance and influence mitochondrial morphology and possibly its metabolism, while on the other hand it decreases cellular proliferation. Therefore, at cellular level, butyrate can help against several hallmarks of endothelial dysfunction Of DN.
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FC 120: Lipid Changes as Early Indicator for Diabetes Induced Renal Pathology. Nephrol Dial Transplant 2022. [DOI: 10.1093/ndt/gfac125.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Abstract
BACKGROUND AND AIMS
Diabetic nephropathy (DN), chronic loss of kidney function due to diabetes mellitus, is a common complication in diabetes which currently lacks effective long-term treatment. Microalbuminuria is now the earliest marker for DN, thereby disregarding renal changes that occur before this first indication of decreased kidney function. For better diagnosis and treatment strategies, it is important to study diabetes induced early renal changes. Renal-specific changes of the lipid metabolism could serve as an indicator for early kidney damage. Mass spectrometry imaging (MSI) allows to study the lipid metabolism in the context of tissue histology without the need for labeling (i.e. antibody or radioactive). Existing literature applying this technique focuses on later stages of diabetic kidney disease, thereby overlooking its potential to serve in an earlier stage of diagnosis. The aim of this project is to identify renal cell-specific lipid changes using MSI which could serve as damage markers for early diabetes induced renal pathology.
METHOD
To study diabetic renal changes, apolipoprotein E-knockout mice were treated with streptozotocin (STZ) and put on an enriched cholesterol diet to induce diabetes. After 12 weeks, both control (n = 4) and diabetic (n = 4) mice were sacrificed and kidneys were harvested for immunohistochemical and matrix assisted laser desorption/ionization (MALDI) MSI. Post-MSI immunofluorescent staining in combination with tissue morphology was used to identify different renal cell types. Analysis of MALDI-MSI data allows us to spatially segment the results per cell type for further statistical analysis of the metabolic MSI data (Figure 1A).
RESULTS
Two weeks after STZ induction, blood glucose levels of the diabetic mice were significantly elevated compared to control. Spatial segmentation analysis of the MSI data revealed that in both groups different renal cell types could clearly be distinguished based on their metabolic profile. Using the immunofluorescence-based cell type annotation, we zoomed in on various morphological regions of the kidney to specifically test for changes in lipid profiles. Here, the proximal tubular cells in the cortex and the outer stripe of outer medulla had the highest number of significantly changed lipids (Figure 1B). Focusing the analysis on these two groups of cells revealed specific molecular signatures to be discriminative between diabetes and control (Figure 1C).
CONCLUSION
Using MSI, we were able to identify renal cell type-specific differentially expressed lipids in diabetic mice compared to the healthy control group. The proximal tubular cells in the cortex and outer stripe of the outer medulla had the most altered lipid composition. These molecular signatures might serve as an early indicator of diabetes induced renal changes, thereby opening up a potential window for treatment before the kidney is damaged beyond repair.
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Targeting drug tolerance of residual BRCA1-mutated mouse mammary tumours. J Comp Pathol 2019. [DOI: 10.1016/j.jcpa.2018.10.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Radiosensitivity Is an Acquired Vulnerability of PARPi-Resistant BRCA1-Deficient Tumors. Cancer Res 2018; 79:452-460. [PMID: 30530501 DOI: 10.1158/0008-5472.can-18-2077] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 10/05/2018] [Accepted: 12/03/2018] [Indexed: 12/29/2022]
Abstract
The defect in homologous recombination (HR) found in BRCA1-associated cancers can be therapeutically exploited by treatment with DNA-damaging agents and PARP inhibitors. We and others previously reported that BRCA1-deficient tumors are initially hypersensitive to the inhibition of topoisomerase I/II and PARP, but acquire drug resistance through restoration of HR activity by the loss of end-resection antagonists of the 53BP1/RIF1/REV7/Shieldin/CST pathway. Here, we identify radiotherapy as an acquired vulnerability of 53BP1;BRCA1-deficient cells in vitro and in vivo. In contrast to the radioresistance caused by HR restoration through BRCA1 reconstitution, HR restoration by 53BP1 pathway inactivation further increases radiosensitivity. This highlights the relevance of this pathway for the repair of radiotherapy-induced damage. Moreover, our data show that BRCA1-mutated tumors that acquire drug resistance due to BRCA1-independent HR restoration can be targeted by radiotherapy. SIGNIFICANCE: These findings uncover radiosensitivity as a novel, therapeutically viable vulnerability of BRCA1-deficient mouse mammary cells that have acquired drug resistance due to the loss of the 53BP1 pathway.
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Expression of neuronal guidance cues under pro-atherogenic conditions. Atherosclerosis 2018. [DOI: 10.1016/j.atherosclerosis.2018.06.353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Selected Alkylating Agents Can Overcome Drug Tolerance of G 0-like Tumor Cells and Eradicate BRCA1-Deficient Mammary Tumors in Mice. Clin Cancer Res 2017; 23:7020-7033. [PMID: 28821557 DOI: 10.1158/1078-0432.ccr-17-1279] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Revised: 07/08/2017] [Accepted: 08/14/2017] [Indexed: 11/16/2022]
Abstract
Purpose: We aimed to characterize and target drug-tolerant BRCA1-deficient tumor cells that cause residual disease and subsequent tumor relapse.Experimental Design: We studied responses to various mono- and bifunctional alkylating agents in a genetically engineered mouse model for BRCA1/p53-mutant breast cancer. Because of the large intragenic deletion of the Brca1 gene, no restoration of BRCA1 function is possible, and therefore, no BRCA1-dependent acquired resistance occurs. To characterize the cell-cycle stage from which Brca1-/-;p53-/- mammary tumors arise after cisplatin treatment, we introduced the fluorescent ubiquitination-based cell-cycle indicator (FUCCI) construct into the tumor cells.Results: Despite repeated sensitivity to the MTD of platinum drugs, the Brca1-mutated mammary tumors are not eradicated, not even by a frequent dosing schedule. We show that relapse comes from single-nucleated cells delaying entry into the S-phase. Such slowly cycling cells, which are present within the drug-naïve tumors, are enriched in tumor remnants. Using the FUCCI construct, we identified nonfluorescent G0-like cells as the population most tolerant to platinum drugs. Intriguingly, these cells are more sensitive to the DNA-crosslinking agent nimustine, resulting in an increased number of multinucleated cells that lack clonogenicity. This is consistent with our in vivo finding that the nimustine MTD, among several alkylating agents, is the most effective in eradicating Brca1-mutated mouse mammary tumors.Conclusions: Our data show that targeting G0-like cells is crucial for the eradication of BRCA1/p53-deficient tumor cells. This can be achieved with selected alkylating agents such as nimustine. Clin Cancer Res; 23(22); 7020-33. ©2017 AACR.
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HELB Is a Feedback Inhibitor of DNA End Resection. Mol Cell 2016; 61:405-418. [PMID: 26774285 DOI: 10.1016/j.molcel.2015.12.013] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2015] [Revised: 11/04/2015] [Accepted: 12/03/2015] [Indexed: 12/13/2022]
Abstract
DNA double-strand break repair by homologous recombination is initiated by the formation of 3' single-stranded DNA (ssDNA) overhangs by a process termed end resection. Although much focus has been given to the decision to initiate resection, little is known of the mechanisms that regulate the ongoing formation of ssDNA tails. Here we report that DNA helicase B (HELB) underpins a feedback inhibition mechanism that curtails resection. HELB is recruited to ssDNA by interacting with RPA and uses its 5'-3' ssDNA translocase activity to inhibit EXO1 and BLM-DNA2, the nucleases catalyzing resection. HELB acts independently of 53BP1 and is exported from the nucleus as cells approach S phase, concomitant with the upregulation of resection. Consistent with its role as a resection antagonist, loss of HELB results in PARP inhibitor resistance in BRCA1-deficient tumor cells. We conclude that mammalian DNA end resection triggers its own inhibition via the recruitment of HELB.
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MESH Headings
- Animals
- BRCA1 Protein/genetics
- DNA End-Joining Repair
- DNA Helicases/deficiency
- DNA Helicases/genetics
- DNA Helicases/metabolism
- DNA Repair Enzymes/genetics
- DNA Repair Enzymes/metabolism
- Exodeoxyribonucleases/genetics
- Exodeoxyribonucleases/metabolism
- Feedback, Physiological
- Female
- Gene Expression Regulation, Enzymologic
- Gene Expression Regulation, Neoplastic
- HEK293 Cells
- HeLa Cells
- Humans
- Mammary Neoplasms, Experimental/drug therapy
- Mammary Neoplasms, Experimental/enzymology
- Mammary Neoplasms, Experimental/genetics
- Mammary Neoplasms, Experimental/pathology
- Mice
- Mice, 129 Strain
- Mice, Inbred C57BL
- Mice, Knockout
- Phthalazines/pharmacology
- Piperazines/pharmacology
- Poly(ADP-ribose) Polymerase Inhibitors/pharmacology
- RNA Interference
- RecQ Helicases/genetics
- RecQ Helicases/metabolism
- S Phase
- Time Factors
- Transfection
- Tumor Suppressor Proteins/genetics
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REV7 counteracts DNA double-strand break resection and affects PARP inhibition. Nature 2015; 521:541-544. [PMID: 25799992 PMCID: PMC4671316 DOI: 10.1038/nature14328] [Citation(s) in RCA: 435] [Impact Index Per Article: 48.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Accepted: 02/13/2015] [Indexed: 01/01/2023]
Abstract
Error-free repair of DNA double-strand breaks (DSBs) is achieved by homologous recombination (HR), and BRCA1 is an important factor for this repair pathway. In the absence of BRCA1-mediated HR, the administration of PARP inhibitors induces synthetic lethality of tumour cells of patients with breast or ovarian cancers. Despite the benefit of this tailored therapy, drug resistance can occur by HR restoration. Genetic reversion of BRCA1-inactivating mutations can be the underlying mechanism of drug resistance, but this does not explain resistance in all cases. In particular, little is known about BRCA1-independent restoration of HR. Here we show that loss of REV7 (also known as MAD2L2) in mouse and human cell lines re-establishes CTIP-dependent end resection of DSBs in BRCA1-deficient cells, leading to HR restoration and PARP inhibitor resistance, which is reversed by ATM kinase inhibition. REV7 is recruited to DSBs in a manner dependent on the H2AX-MDC1-RNF8-RNF168-53BP1 chromatin pathway, and seems to block HR and promote end joining in addition to its regulatory role in DNA damage tolerance. Finally, we establish that REV7 blocks DSB resection to promote non-homologous end-joining during immunoglobulin class switch recombination. Our results reveal an unexpected crucial function of REV7 downstream of 53BP1 in coordinating pathological DSB repair pathway choices in BRCA1-deficient cells.
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Abstract
Pan- or multidrug resistance is a central problem in clinical oncology. Here, we use a genetically engineered mouse model of BRCA2-associated hereditary breast cancer to study drug resistance to several types of chemotherapy and PARP inhibition. We found that multidrug resistance was strongly associated with an EMT-like sarcomatoid phenotype and high expression of the Abcb1b gene, which encodes the drug efflux transporter P-glycoprotein. Inhibition of P-glycoprotein could partly resensitize sarcomatoid tumors to the PARP inhibitor olaparib, docetaxel, and doxorubicin. We propose that multidrug resistance is a multifactorial process and that mouse models are useful to unravel this.
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169: Homologous recombination deficiency and radio-curability in mouse models for BRCA1/2-deficient breast cancer. Radiother Oncol 2014. [DOI: 10.1016/s0167-8140(15)34190-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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13
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Using BRCA1/2-Deficient Mouse Mammary Tumors and μIGRT to Investigate Underlying Mechanisms Causing Radioresistance. Int J Radiat Oncol Biol Phys 2013. [DOI: 10.1016/j.ijrobp.2013.06.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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PO-0758: Modelling radiotherapy escape using BRCA1/2-def mouse mammary tumors and image-guided irradiation. Radiother Oncol 2013. [DOI: 10.1016/s0167-8140(15)33064-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Abstract
UNLABELLED Inhibition of PARP is a promising therapeutic strategy for homologous recombination-deficient tumors, such as BRCA1-associated cancers. We previously reported that BRCA1-deficient mouse mammary tumors may acquire resistance to the clinical PARP inhibitor (PARPi) olaparib through activation of the P-glycoprotein drug efflux transporter. Here, we show that tumor-specific genetic inactivation of P-glycoprotein increases the long-term response of BRCA1-deficient mouse mammary tumors to olaparib, but these tumors eventually developed PARPi resistance. In a fraction of cases, this resistance is caused by partial restoration of homologous recombination due to somatic loss of 53BP1. Importantly, PARPi resistance was minimized by long-term treatment with the novel PARP inhibitor AZD2461, which is a poor P-glycoprotein substrate. Together, our data suggest that restoration of homologous recombination is an important mechanism for PARPi resistance in BRCA1-deficient mammary tumors and that the risk of relapse of BRCA1-deficient tumors can be effectively minimized by using optimized PARP inhibitors. SIGNIFICANCE In this study, we show that loss of 53BP1 causes resistance to PARP inhibition in mouse mammary tumors that are deficient in BRCA1. We hypothesize that low expression or absence of 53BP1 also reduces the response of patients with BRCA1-deficient tumors to PARP inhibitors.
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Lack of ABCG2 shortens latency of BRCA1-deficient mammary tumors and this is not affected by genistein or resveratrol. Cancer Prev Res (Phila) 2012; 5:1053-60. [PMID: 22767648 DOI: 10.1158/1940-6207.capr-12-0050] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In addition to their role in drug resistance, the ATP-binding cassette (ABC) transporters ABCG2 and ABCB1 have been suggested to protect cells from a broad range of substances that may foster tumorigenesis. Phytoestrogens or their metabolites are substrates of these transporters and the influence of these compounds on breast cancer development is controversial. Estrogen-like properties might accelerate tumorigenesis on the one hand, whereas their proposed health-protective properties might antagonize tumorigenesis on the other. To address this issue, we used a newer generation mouse model of BRCA1-mutated breast cancer and examined tumor latency in K14cre;Brca1(F/F); p53(F/F), Abcb1a/b(-/-);K14cre;Brca1(F/F); p53(F/F), or Abcg2(-/-);K14cre;Brca1(F/F); p53(F/F) animals, fed with genistein- or resveratrol-supplemented diets. Ovariectomized K14cre;Brca1(F/F); p53(F/F) animals were included to evaluate whether any estrogen-mimicking effects can restore mammary tumor development in the absence of endogenous estrogens. Compared with the ABC transporter proficient model, ABCG2-deficient animals showed a reduced median tumor latency of 17.5 days (P < 0.001), whereas no significant difference was observed for ABCB1-deficient animals. Neither genistein nor resveratrol altered this latency reduction in Abcg2(-/-);K14cre;Brca1(F/F); p53(F/F) animals. Ovariectomy resulted in nearly complete loss of mammary tumor development, which was not restored by genistein or resveratrol. Our results show that ABCG2 contributes to the protection of genetically instable epithelial cells against carcinogenesis. Diets containing high levels of genistein or resveratrol had no effect on mammary tumorigenesis, whether mice were lacking ABCG2 or not. Because genistein and resveratrol only delayed skin tumor development of ovariectomized animals, we conclude that these phytoestrogens are no effective modulators of mammary tumor development in our mouse model.
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Impact of intertumoral heterogeneity on predicting chemotherapy response of BRCA1-deficient mammary tumors. Cancer Res 2012; 72:2350-61. [PMID: 22396490 DOI: 10.1158/0008-5472.can-11-4201] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The lack of markers to predict chemotherapy responses in patients poses a major handicap in cancer treatment. We searched for gene expression patterns that correlate with docetaxel or cisplatin response in a mouse model for breast cancer associated with BRCA1 deficiency. Array-based expression profiling did not identify a single marker gene predicting docetaxel response, despite an increase in Abcb1 (P-glycoprotein) expression that was sufficient to explain resistance in several poor responders. Intertumoral heterogeneity explained the inability to identify a predictive gene expression signature for docetaxel. To address this problem, we used a novel algorithm designed to detect differential gene expression in a subgroup of the poor responders that could identify tumors with increased Abcb1 transcript levels. In contrast, standard analytical tools, such as significance analysis of microarrays, detected a marker only if it correlated with response in a substantial fraction of tumors. For example, low expression of the Xist gene correlated with cisplatin hypersensitivity in most tumors, and it also predicted long recurrence-free survival of HER2-negative, stage III breast cancer patients treated with intensive platinum-based chemotherapy. Our findings may prove useful for selecting patients with high-risk breast cancer who could benefit from platinum-based therapy.
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