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1.
J Am Soc Nephrol ; 28(1): 230-241, 2017 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-27297946

RESUMEN

Renal proximal tubular cells constantly recycle nutrients to ensure minimal loss of vital substrates into the urine. Although most of the transport mechanisms have been discovered at the molecular level, little is known about the factors regulating these processes. Here, we show that mTORC1 and mTORC2 specifically and synergistically regulate PTC endocytosis and transport processes. Using a conditional mouse genetic approach to disable nonredundant subunits of mTORC1, mTORC2, or both, we showed that mice lacking mTORC1 or mTORC1/mTORC2 but not mTORC2 alone develop a Fanconi-like syndrome of glucosuria, phosphaturia, aminoaciduria, low molecular weight proteinuria, and albuminuria. Interestingly, proteomics and phosphoproteomics of freshly isolated kidney cortex identified either reduced expression or loss of phosphorylation at critical residues of different classes of specific transport proteins. Functionally, this resulted in reduced nutrient transport and a profound perturbation of the endocytic machinery, despite preserved absolute expression of the main scavenger receptors, MEGALIN and CUBILIN. Our findings highlight a novel mTOR-dependent regulatory network for nutrient transport in renal proximal tubular cells.


Asunto(s)
Endocitosis/fisiología , Túbulos Renales Proximales/citología , Túbulos Renales Proximales/metabolismo , Complejos Multiproteicos/fisiología , Serina-Treonina Quinasas TOR/fisiología , Animales , Diana Mecanicista del Complejo 1 de la Rapamicina , Diana Mecanicista del Complejo 2 de la Rapamicina , Ratones , Transporte de Proteínas
2.
Future Oncol ; 11(9): 1297-300, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25952777

RESUMEN

ABSTRACT Kyoto Breast Cancer Consensus Conference, Kyoto, Japan, 18-20 February 2014 The loco-regional management of breast cancer is increasingly complex with application of primary systemic therapies, oncoplastic techniques and genetic testing for breast cancer susceptibility. Personalization of loco-regional treatment is integral to optimization of breast cancer care. Clinical and pathological tumor stage, biological features and host factors influence loco-regional treatment strategies and extent of surgical procedures. Key issues including axillary staging, axillary treatment, radiation therapy, primary systemic therapy (PST), preoperative hormonal therapy and genetic predisposition were identified and discussed at the Kyoto Breast Cancer Consensus Conference (KBCCC2014). In the first of a two part conference scene, consensus recommendations for axillary management are presented and focus on the following topics: indications for completion axillary lymph node dissection in primary surgical patients with ≤2 macrometastases or any sentinel nodal deposits after PST; the timing of sentinel lymph node biopsy in the context of PST; use of axillary irradiation as a component of primary treatment plans and the role of intraoperative node assessment in the post-Z0011 era.


Asunto(s)
Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/terapia , Medicina de Precisión , Manejo de la Enfermedad , Femenino , Humanos
3.
Future Oncol ; 11(9): 1301-5, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25952778

RESUMEN

Kyoto Breast Cancer Consensus Conference, Kyoto, Japan, 18-20 February 2014 The loco-regional management of breast cancer is increasingly complex with application of primary systemic therapies, oncoplastic techniques and genetic testing for breast cancer susceptibility. Personalization of loco-regional treatment is integral to optimization of breast cancer care. Clinical and pathological tumor stage, biological features and host factors influence loco-regional treatment strategies and extent of surgical procedures. Key issues including axillary staging, axillary treatment, radiation therapy, primary systemic therapy (PST), preoperative hormonal therapy and genetic predisposition were identified and discussed at the Kyoto Breast Cancer Consensus Conference (KBCCC2014). In the second of a two part conference scene, consensus recommendations for radiation treatment, primary systemic therapies and management of genetic predisposition are reported and focus on the following topics: influence of both clinical response to PST and stage at presentation on recommendations for postmastectomy radiotherapy; use of regional nodal irradiation in selected node-positive patients and those with adverse pathological factors; extent of surgical resection following downstaging of tumors with PST; use of preoperative hormonal therapy in premenopausal women with larger, node-negative luminal A-like tumors and managing increasing demands for contralateral prophylactic mastectomy in patients with a unilateral sporadic breast cancer.


Asunto(s)
Neoplasias de la Mama/diagnóstico , Neoplasias de la Mama/terapia , Medicina de Precisión , Manejo de la Enfermedad , Femenino , Humanos
4.
Int J Cancer ; 134(10): 2352-8, 2014 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-24470238

RESUMEN

In a search for new breast cancer (BC) predisposing genes, we performed a whole exome sequencing analysis using six patient samples of familial BC and identified a germline inactivating mutation c.183delG [p. Arg61fs] in an orphan G protein-coupled receptor GPRC5A. An extended case-control study revealed a tenfold enrichment for this mutation in BC patients carrying the 5382insC allele of BRCA1, the major founder mutation in the Russian population, compared to wild-type BRCA1 BC cases [6/117 (5.1%) vs. 8/1578 (0.5%), p = 0.0002]. In mammary tumors (n = 60), the mRNA expression of GPRC5A significantly correlated with that of BRCA1 (p = 0.00018). In addition, the amount of GPRC5A transcript was significantly lower in BC obtained from BRCA1 mutation carriers (n = 17) compared to noncarriers (n = 93) (p = 0.026). Accordingly, a siRNA-mediated knockdown of either BRCA1 or GPRC5A in the MDA-MB-231 human BC cell line reduced expression of GPRC5A or BRCA1, respectively. Knockdown of GPRC5A also attenuated radiation-induced BRCA1- and RAD51-containing nuclear DNA repair foci. Taken together, these data suggest that GPRC5A is a modifier of BC risk in BRCA1 mutation carriers and reveals a functional interaction of these genes.


Asunto(s)
Proteína BRCA1/genética , Neoplasias de la Mama/genética , Mutación de Línea Germinal , Mutación , Receptores Acoplados a Proteínas G/genética , Adulto , Anciano , Neoplasias de la Mama/patología , Estudios de Casos y Controles , Línea Celular Tumoral , Reparación del ADN/genética , Exoma/genética , Femenino , Regulación Neoplásica de la Expresión Génica , Frecuencia de los Genes , Predisposición Genética a la Enfermedad , Genotipo , Humanos , Persona de Mediana Edad , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Análisis de Secuencia de ADN/métodos
5.
Breast Cancer Res ; 14(1): 201, 2012 Jan 19.
Artículo en Inglés | MEDLINE | ID: mdl-22277572

RESUMEN

Aromatase inhibitors (AIs) have a central role in the treatment of breast cancer; however, resistance is a major obstacle to optimal management. Evidence from endocrine, molecular and pathological measurements in clinical material taken before and after therapy with AIs and data from clinical trials in which AIs have been given as treatment either alone or in combination with other targeted agents suggest diverse causes for resistance. These include inherent tumour insensitivity to oestrogen, ineffective inhibition of aromatase, sources of oestrogenic hormones independent of aromatase, activation of signalling by non-endocrine pathways, enhanced cell survival and selection of hormone-insensitive cellular clones during treatment.


Asunto(s)
Inhibidores de la Aromatasa/farmacología , Aromatasa/metabolismo , Antineoplásicos Hormonales/farmacología , Antineoplásicos Hormonales/uso terapéutico , Inhibidores de la Aromatasa/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/enzimología , Neoplasias de la Mama/metabolismo , Resistencia a Antineoplásicos , Estrógenos/metabolismo , Femenino , Humanos
6.
Int J Cancer ; 130(12): 2867-73, 2012 Jun 15.
Artículo en Inglés | MEDLINE | ID: mdl-21815139

RESUMEN

The BLM gene belongs to the RecQ helicase family and has been implicated in the maintenance of genomic stability. Its homozygous germline inactivation causes Bloom syndrome, a severe genetic disorder characterized by growth retardation, impaired fertility and highly elevated cancer risk. We hypothesized that BLM is a candidate gene for breast cancer (BC) predisposition. Sequencing of its entire coding region in 95 genetically enriched Russian BC patients identified two heterozygous carriers of the c.1642 C>T (Q548X) mutation. The extended study revealed this allele in 17/1,498 (1.1%) BC cases vs. 2/1,093 (0.2%) healthy women (p = 0.004). There was a suggestion that BLM mutations were more common in patients reporting first-degree family history of BC (6/251 (2.4%) vs. 11/1,247 (0.9%), p = 0.05), early-onset cases (12/762 (1.6%) vs. 5/736 (0.7%), p = 0.14) and women with bilateral appearance of the disease (2/122 (1.6%) vs. 15/1376 (1.1%), p = 0.64). None of the BLM-associated BC exhibited somatic loss of heterozygosity at the BLM gene locus. This study demonstrates that BLM Q548X allele is recurrent in Slavic subjects and may be associated with BC risk.


Asunto(s)
Neoplasias de la Mama/genética , Predisposición Genética a la Enfermedad , Mutación , RecQ Helicasas/genética , Adolescente , Adulto , Anciano , Secuencia de Bases , Femenino , Mutación de Línea Germinal , Humanos , Masculino , Persona de Mediana Edad , Factores de Riesgo , Federación de Rusia , Análisis de Secuencia de ADN , Adulto Joven
7.
Proc Natl Acad Sci U S A ; 106(33): 13820-5, 2009 Aug 18.
Artículo en Inglés | MEDLINE | ID: mdl-19666588

RESUMEN

Some breast cancers have been shown to contain a small fraction of cells characterized by CD44(+)/CD24(-/low) cell-surface antigen profile that have high tumor-initiating potential. In addition, breast cancer cells propagated in vitro as mammospheres (MSs) have also been shown to be enriched for cells capable of self-renewal. In this study, we have defined a gene expression signature common to both CD44(+)/CD24(-/low) and MS-forming cells. To examine its clinical significance, we determined whether tumor cells surviving after conventional treatments were enriched for cells bearing this CD44(+)/CD24(-/low)-MS signature. The CD44(+)/CD24(-/low)-MS signature was found mainly in human breast tumors of the recently identified "claudin-low" molecular subtype, which is characterized by expression of many epithelial-mesenchymal-transition (EMT)-associated genes. Both CD44(+)/CD24(-/low)-MS and claudin-low signatures were more pronounced in tumor tissue remaining after either endocrine therapy (letrozole) or chemotherapy (docetaxel), consistent with the selective survival of tumor-initiating cells posttreatment. We confirmed an increased expression of mesenchymal markers, including vimentin (VIM) in cytokeratin-positive epithelial cells metalloproteinase 2 (MMP2), in two separate sets of postletrozole vs. pretreatment specimens. Taken together, these data provide supporting evidence that the residual breast tumor cell populations surviving after conventional treatment may be enriched for subpopulations of cells with both tumor-initiating and mesenchymal features. Targeting proteins involved in EMT may provide a therapeutic strategy for eliminating surviving cells to prevent recurrence and improve long-term survival in breast cancer patients.


Asunto(s)
Neoplasias de la Mama/metabolismo , Neoplasias de la Mama/terapia , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Mesodermo/metabolismo , Neoplasia Residual/etiología , Biopsia , Antígeno CD24/biosíntesis , Membrana Celular/metabolismo , Claudina-1 , Epitelio/patología , Humanos , Receptores de Hialuranos/biosíntesis , Proteínas de la Membrana/biosíntesis , Modelos Biológicos , Reacción en Cadena de la Polimerasa , Resultado del Tratamiento
8.
Sci Signal ; 15(762): eabo7940, 2022 11 29.
Artículo en Inglés | MEDLINE | ID: mdl-36445937

RESUMEN

The lipid kinase VPS34 orchestrates autophagy, endocytosis, and metabolism and is implicated in cancer and metabolic disease. The proximal tubule in the kidney is a key metabolic organ that controls reabsorption of nutrients such as fatty acids, amino acids, sugars, and proteins. Here, by combining metabolomics, proteomics, and phosphoproteomics analyses with functional and superresolution imaging assays of mice with an inducible deficiency in proximal tubular cells, we revealed that VPS34 controlled the metabolome of the proximal tubule. In addition to inhibiting pinocytosis and autophagy, VPS34 depletion induced membrane exocytosis and reduced the abundance of the retromer complex necessary for proper membrane recycling and lipid retention, leading to a loss of fuel and biomass. Integration of omics data into a kidney cell metabolomic model demonstrated that VPS34 deficiency increased ß-oxidation, reduced gluconeogenesis, and enhanced the use of glutamine for energy consumption. Furthermore, the omics datasets revealed that VPS34 depletion triggered an antiviral response that included a decrease in the abundance of apically localized virus receptors such as ACE2. VPS34 inhibition abrogated SARS-CoV-2 infection in human kidney organoids and cultured proximal tubule cells in a glutamine-dependent manner. Thus, our results demonstrate that VPS34 adjusts endocytosis, nutrient transport, autophagy, and antiviral responses in proximal tubule cells in the kidney.


Asunto(s)
COVID-19 , Glutamina , Humanos , Animales , Ratones , SARS-CoV-2 , Riñón , Nutrientes , Antivirales , Lípidos
9.
Future Oncol ; 5(9): 1415-28, 2009 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-19903069

RESUMEN

Endocrine therapy is a major treatment modality for hormone-dependent breast cancer. It has a relatively low morbidity, and there is evidence that antihormonal treatments have had a significant effect in reducing mortality for breast cancer. Despite this, resistance to endocrine therapy, either primary or acquired during treatment, occurs in the majority of patients, and is a major obstacle to optimal clinical management. There is therefore an urgent need to identify, on an individual basis, those tumors that are most likely to respond to endocrine therapy (so sparing patients with resistant tumors the needless side effects of ineffective therapy), and the mechanisms of resistance in tumors that are nonresponsive to treatment (so these can be bypassed). These needs are the focus of this review, which discusses the particular issues encountered when investigating the potential of multigene expression signatures as predictive factors for response to aromatase inhibitors, which have recently become front-line endocrine therapies for postmenopausal patients with breast cancer.


Asunto(s)
Biomarcadores de Tumor/análisis , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/metabolismo , Antagonistas de Hormonas/uso terapéutico , Neoplasias Hormono-Dependientes/tratamiento farmacológico , Neoplasias Hormono-Dependientes/metabolismo , Femenino , Humanos
10.
Front Oncol ; 8: 89, 2018.
Artículo en Inglés | MEDLINE | ID: mdl-29670855

RESUMEN

The median survival of patients with human epidermal growth factor receptor 2 (HER2)-positive metastatic breast cancer (MBC) has more than doubled, since the discovery of HER2-targeted treatments: it rose from less than 2 years in 2001 (prior introduction of trastuzumab) to more than 4 years in 2017. The initial generation of HER2-targeted therapies included trastuzumab with taxanes in the first line, followed by the addition of lapatinib and by a switch to another cytotoxic agent after progression. Results of CLEOPATRA, EMILIA, and TH3RESA trials have changed this clinical practice. The current consensus includes horizontal dual blockade (trastuzumab + pertuzumab) with taxanes or vinorelbine in the first line, followed by trastuzumab-emtansine (T-DM1) in the second line, with addition of lapatinib in the later lines of treatment. However, the fast and simultaneous development of new drugs led to a relative shortage of clinical evidence to support this sequence. Triple-positive breast cancers (TPBC), which express both hormonal receptors and HER2, constitute nearly half of HER2-positive cases. For these tumors, the current consensus is to add endocrine therapy after completion of cytotoxic treatment. Again, this consensus is not fully evidence-based. In view of the recent progress in treatment of estrogen-receptor positive breast cancers, a series of trials is evaluating addition of CDK4/6 inhibitors, aromatase inhibitors or fulvestrant to HER2-targeted and cytotoxic chemotherapy in TPBC patients. Despite the remarkable progress in treatment of HER2-positive breast cancer, metastatic disease is still incurable in the majority of patients. A wide range of novel therapies are under development to prevent and overcome resistance to current HER2-targeted agents. This review discusses pivotal clinical trials that have shaped current clinical practices, the current consensus recommendations, and the new experimental treatments in metastatic HER2-positive breast cancer.

11.
J Clin Oncol ; 33(20): 2270-8, 2015 Jul 10.
Artículo en Inglés | MEDLINE | ID: mdl-26033813

RESUMEN

PURPOSE: Aromatase inhibitors (AIs) have an established role in the treatment of breast cancer. Response rates are only 50% to 70% in the neoadjuvant setting and lower in advanced disease. Accurate biomarkers are urgently needed to predict response in these settings and to determine which individuals will benefit from adjuvant AI therapy. PATIENTS AND METHODS: Pretreatment and on-treatment (after 2 weeks and 3 months) biopsies were obtained from 89 postmenopausal women who had estrogen receptor-alpha positive breast cancer and were receiving neoadjuvant letrozole for transcript profiling. Dynamic clinical response was assessed with use of three-dimensional ultrasound measurements. RESULTS: The molecular response to letrozole was characterized and a four-gene classifier of clinical response was established (accuracy of 96%) on the basis of the level of two genes before treatment (one gene [IL6ST] was associated with immune signaling, and the other [NGFRAP1] was associated with apoptosis) and the level of two proliferation genes (ASPM, MCM4) after 2 weeks of therapy. The four-gene signature was found to be 91% accurate in a blinded, completely independent validation data set of patients treated with anastrozole. Matched 2-week on-treatment biopsies were associated with improved predictive power as compared with pretreatment biopsies alone. This signature also significantly predicted recurrence-free survival (P = .029) and breast cancer -specific survival (P = .009). We demonstrate that the test can also be performed with use of quantitative polymerase chain reaction or immunohistochemistry. CONCLUSION: A four-gene predictive model of clinical response to AIs by 2 weeks has been generated and validated. Deregulated immune and apoptotic responses before treatment and cell proliferation that is not reduced 2 weeks after initiation of treatment are functional characteristics of breast tumors that do not respond to AIs.


Asunto(s)
Antineoplásicos Hormonales/uso terapéutico , Inhibidores de la Aromatasa/uso terapéutico , Biomarcadores de Tumor/genética , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Perfilación de la Expresión Génica , Terapia Neoadyuvante , Nitrilos/uso terapéutico , Triazoles/uso terapéutico , Proteínas Reguladoras de la Apoptosis/genética , Biopsia , Neoplasias de la Mama/diagnóstico por imagen , Neoplasias de la Mama/patología , Quimioterapia Adyuvante , Receptor gp130 de Citocinas/genética , Supervivencia sin Enfermedad , Femenino , Perfilación de la Expresión Génica/métodos , Regulación Neoplásica de la Expresión Génica , Humanos , Inmunohistoquímica , Estimación de Kaplan-Meier , Letrozol , Componente 4 del Complejo de Mantenimiento de Minicromosoma/genética , Proteínas del Tejido Nervioso/genética , Análisis de Secuencia por Matrices de Oligonucleótidos , Medicina de Precisión , Valor Predictivo de las Pruebas , Reproducibilidad de los Resultados , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Factores de Tiempo , Resultado del Tratamiento , Ultrasonografía
12.
Cancer Res ; 74(19): 5371-6, 2014 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-25100562

RESUMEN

Invasive lobular carcinoma (ILC) accounts for approximately 10% to 15% of breast carcinomas, and although it responds poorly to neoadjuvant chemotherapy, it appears to respond well to endocrine therapy. Pre- and on-treatment (after 2 weeks and 3 months) biopsies and surgical samples were obtained from 14 postmenopausal women with estrogen receptor-positive (ER(+)) histologically confirmed ILC who responded to 3 months of neoadjuvant letrozole and were compared with a cohort of 14 responding invasive ductal carcinomas (IDC) matched on clinicopathologic features. RNA was extracted and processed for whole human genome expression microarray. Dynamic clinical response was assessed using periodic three-dimensional ultrasound measurements performed during treatment and defined as a reduction of >70% in tumor volume by 3 months. Pretreatment profiles of ILC and IDC tumors showed distinctive expression of genes associated with E-cadherin signaling, epithelial adhesion, and stromal rearrangement. The changes in gene expression in response to letrozole were highly similar between responding ILC and IDC tumors; genes involved in proliferation were downregulated and those involved with immune function and extracellular matrix remodeling were upregulated. However, molecular differences between the histologic subtypes were maintained upon treatment. This is the first study of molecular changes in ILC in response to endocrine therapy to date. The genes that change on letrozole are highly consistent between ILC and IDC. Differences in gene expression between ILC and IDC at diagnosis are maintained at each time point on treatment.


Asunto(s)
Antineoplásicos Hormonales/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Carcinoma Lobular/tratamiento farmacológico , Nitrilos/uso terapéutico , Triazoles/uso terapéutico , Neoplasias de la Mama/genética , Carcinoma Lobular/genética , Estudios de Cohortes , Femenino , Humanos , Letrozol , Posmenopausia
13.
Methods Mol Biol ; 1046: 85-95, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23868583

RESUMEN

The epithelial-to-mesenchymal transition (EMT) is a widely studied program of development of cells characterized by loss of cell adhesion, repression of E-cadherin expression, and increased cell mobility. Microarrays have become a well-established technique for simultaneously measuring the expression of thousands of transcripts encoded by the genome. In this chapter, we demonstrate how microarray analysis can be used to assess the role of EMT-genes associated with a collagen invading phenotype by generating a gene expression signature and relating this to cell line and tumor datasets from published microarray studies.


Asunto(s)
Cadherinas/genética , Adhesión Celular/genética , Transición Epitelial-Mesenquimal/genética , Análisis por Micromatrices/métodos , Biología Molecular/métodos , Línea Celular Tumoral , Movimiento Celular , Colágeno/metabolismo , Regulación Neoplásica de la Expresión Génica , Genoma , Humanos
14.
Fam Cancer ; 12(1): 129-32, 2013 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-23104382

RESUMEN

Virtually all known tumor predisposing genes have been identified via the analysis of familial cancer cases. Here we argue that this approach is likely to miss recessively acting cancer genes and suggest the analysis of family history-negative patients with multiple primary malignancies for identifying homozygous at-risk genotypes. We performed calculations showing that the homozygous carriers of rare recessive cancer predisposing alleles are unlikely to report a family history of the disease. We further revealed that the c.2515_2519delAAGTT homozygous mutation in a Holliday junction resolvase, GEN1, was overrepresented in women with bilateral breast cancer (BC) as compared to healthy controls [11/360 (3.1 %) vs. 18/1305 (1.4 %); odds ratio (OR) = 2.25 (1.02-4.75); p = 0.031], although this trend was not maintained in unilateral BC patients [23/1851 (1.2 %)]. Noticeably, presence of biallelic c.2515_2519delAAGTT mutation was associated with the absence of BC in mother both in bilateral and unilateral BC cases [7/239 (3.0 %) vs. 0/41 (0 %) and 21/1,558 (1.3 %) vs. 0/215 (0 %), respectively; Mantel-Haenszel p = 0.041]. Thus, this study suggests that identification of dominant and recessive cancer predisposing genes may require distinct study groups.


Asunto(s)
Neoplasias de la Mama/genética , Genes Recesivos , Resolvasas de Unión Holliday/genética , Síndromes Neoplásicos Hereditarios/genética , Adulto , Anciano , Anciano de 80 o más Años , Alelos , Femenino , Predisposición Genética a la Enfermedad , Homocigoto , Humanos , Persona de Mediana Edad , Mutación , Factores de Riesgo
15.
BMC Med Genomics ; 5: 35, 2012 Aug 21.
Artículo en Inglés | MEDLINE | ID: mdl-22909195

RESUMEN

BACKGROUND: Affymetrix GeneChips and Illumina BeadArrays are the most widely used commercial single channel gene expression microarrays. Public data repositories are an extremely valuable resource, providing array-derived gene expression measurements from many thousands of experiments. Unfortunately many of these studies are underpowered and it is desirable to improve power by combining data from more than one study; we sought to determine whether platform-specific bias precludes direct integration of probe intensity signals for combined reanalysis. RESULTS: Using Affymetrix and Illumina data from the microarray quality control project, from our own clinical samples, and from additional publicly available datasets we evaluated several approaches to directly integrate intensity level expression data from the two platforms. After mapping probe sequences to Ensembl genes we demonstrate that, ComBat and cross platform normalisation (XPN), significantly outperform mean-centering and distance-weighted discrimination (DWD) in terms of minimising inter-platform variance. In particular we observed that DWD, a popular method used in a number of previous studies, removed systematic bias at the expense of genuine biological variability, potentially reducing legitimate biological differences from integrated datasets. CONCLUSION: Normalised and batch-corrected intensity-level data from Affymetrix and Illumina microarrays can be directly combined to generate biologically meaningful results with improved statistical power for robust, integrated reanalysis.


Asunto(s)
Interpretación Estadística de Datos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Bases de Datos Factuales , Perfilación de la Expresión Génica , Humanos , Control de Calidad
16.
J Natl Cancer Inst Monogr ; 2011(43): 134-7, 2011.
Artículo en Inglés | MEDLINE | ID: mdl-22043060

RESUMEN

Protocols employing primary systemic therapy provide important basic knowledge about tumor behavior/response to therapy, but major challenges remain in how to obtain and use this information practically in the clinical setting.


Asunto(s)
Antineoplásicos/uso terapéutico , Neoplasias de la Mama/tratamiento farmacológico , Terapia Neoadyuvante , Investigación Biomédica Traslacional , Antineoplásicos/farmacología , Medicina Clínica , Femenino , Humanos , Terapia Neoadyuvante/métodos , Medicina de Precisión , Valor Predictivo de las Pruebas , Investigación Biomédica Traslacional/tendencias
17.
Pharmacogenet Genomics ; 17(10): 813-26, 2007 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-17885619

RESUMEN

OBJECTIVE: The aim of the study was to identify changes in tumour expression profiling associated with short-term therapy of breast cancer patients with letrozole. EXPERIMENTAL DESIGN: Microarray analysis was performed on RNA extracted from paired tumour core biopsies taken before and after 14 days of treatment with letrozole (2.5 mg/daily) in 58 patients. Changes in expression profile were identified by three different approaches on the basis of frequency of changes, magnitude of changes and significance analysis of microarray. RESULTS: No single gene was consistently changed by therapy in all cases. Fifty-two genes, however, were downregulated and 36 upregulated in at least 45 of the 58 cases. In terms of quantitative change, 46 genes showed at least a median 1.5-fold change in expression. Significance analysis of microarray identified 62 genes that were significantly changed by therapy (P<0.0001, 56 downregulated and six upregulated). All three approaches showed that greater numbers of genes were downregulated rather than upregulated. Merging data produced a total of 143 genes, which were subject to gene ontology and cluster analysis. The ontology of the 91 downregulated genes showed that they were functionally associated with cell cycle progression, particularly mitosis. In contrast, upregulated genes were associated with organ development, connective tissue extracellular matrix regulation and inflammatory response. Cluster analysis segregated the patients into four groups differing in patterns of gene expression. CONCLUSION: Genes have been identified which either change markedly or consistently in breast cancer after 14 days treatment with letrozole. These are new important data in understanding letrozole's molecular mechanism of action in breast cancers.


Asunto(s)
Inhibidores de la Aromatasa/farmacología , Neoplasias de la Mama/tratamiento farmacológico , Neoplasias de la Mama/genética , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Nitrilos/farmacología , Transcripción Genética/efectos de los fármacos , Triazoles/farmacología , Inhibidores de la Aromatasa/uso terapéutico , Análisis por Conglomerados , Bases de Datos de Ácidos Nucleicos , Femenino , Genes Relacionados con las Neoplasias , Humanos , Letrozol , Nitrilos/uso terapéutico , Análisis de Secuencia por Matrices de Oligonucleótidos , Reacción en Cadena de la Polimerasa , Triazoles/uso terapéutico
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