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1.
Clin Transl Oncol ; 26(6): 1419-1428, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38243085

RESUMEN

PURPOSE: The standard-of-care for locally advanced rectal cancer is radiotherapy-based neoadjuvant therapy followed by surgical resection. This article reviews the evidence of molecular changes at the transcriptome level induced through radiotherapy in rectal cancer. METHODS: The PubMed search "(radiation OR radiotherapy) cancer (transcriptome OR "gene expression") rectal" was used. The studies taken forward utilised gene-expression data on both pre-treatment and post-treatment rectal adenocarcinoma biospecimens from patients treated with RT-based neoadjuvant strategies. RESULTS: Twelve publications met the review criteria. There was variation in approaches in terms of design, patient population, cohort size, timing of the post-radiotherapy sampling and method of measuring gene expression. Most of the post-treatment biospecimen retrievals were at resection. The literature indicates a broad upregulation of immune activity through radiotherapy using gene-expression data. CONCLUSION: Future studies would benefit from standardised prospective approaches to sampling to enable the inclusion of timepoints relevant to the tumour and immune response.


Asunto(s)
Neoplasias del Recto , Humanos , Neoplasias del Recto/genética , Neoplasias del Recto/radioterapia , Neoplasias del Recto/patología , Terapia Neoadyuvante , Adenocarcinoma/genética , Adenocarcinoma/radioterapia , Adenocarcinoma/patología , Transcriptoma , Regulación Neoplásica de la Expresión Génica/efectos de la radiación , Perfilación de la Expresión Génica
2.
Clin Transl Oncol ; 25(3): 776-785, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36609651

RESUMEN

BACKGROUND: Cetuximab, a monoclonal antibody targeting epidermal growth factor receptor (EGFR), is effective for RAS wild-type metastatic colorectal cancer (mCRC) patients. However, cetuximab resistance often occur and the mechanism has not been fully elucidated. The purpose of this study was to investigate the role of asparaginyl endopeptidase (AEP) in cetuximab resistance. METHODS: Differentially expressed genes between cetuximab responders and non-responders were identified by analyzing the gene expression profile GSE5851, retrieved from Gene Expression Omnibus (GEO). The potential genes were further validated in cetuximab-resistant CRC cell lines. The expression of AEP in the peripheral blood and tumor tissues of mCRC patients in our hospital were detected by enzyme-linked immunosorbent assay (ELISA) and immunohistochemistry, respectively. The survival analysis was carried out by Kaplan-Meier method. The function and associated pathways of AEP were further investigated by lentivirus transfection, CCK8 assay, colony formation assay, real-time polymerase chain reaction (qPCR) and western blot. RESULTS: Through bioinformatics analysis, we found that the expression of AEP gene was related to progress free survival (PFS) of mCRC patients treated with cetuximab alone (P = 0.00133). The expression of AEP was significantly higher in the cetuximab-resistant CRC cell lines, as well as in mCRC patients with shorter PFS treated with cetuximab-containing therapy. Furthermore, AEP could decrease the sensitivity of CRC cells to cetuximab in vitro. And the phosphorylation level of MEK and ERK1/2 was increased in AEP overexpression cells. The downregulation of AEP using specific inhibitors could partially restore the sensitivity of CRC cells to cetuximab. CONCLUSION: The higher expression of AEP could contribute to the shorter PFS of cetuximab treatment in mCRC. The reason might be that AEP could promote the phosphorylation of MEK/ERK protein in the downstream signal pathway of EGFR.


Asunto(s)
Neoplasias Colorrectales , Cisteína Endopeptidasas , Resistencia a Antineoplásicos , Humanos , Cetuximab/farmacología , Cetuximab/uso terapéutico , Neoplasias del Colon/tratamiento farmacológico , Neoplasias del Colon/genética , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/genética , Resistencia a Antineoplásicos/genética , Receptores ErbB/genética , Quinasas de Proteína Quinasa Activadas por Mitógenos/metabolismo , Mutación , Proteínas Proto-Oncogénicas p21(ras)/genética , Neoplasias del Recto/tratamiento farmacológico , Neoplasias del Recto/genética , Transducción de Señal , Cisteína Endopeptidasas/genética , Cisteína Endopeptidasas/metabolismo , Sistema de Señalización de MAP Quinasas
3.
J Med Case Rep ; 16(1): 468, 2022 Dec 19.
Artículo en Inglés | MEDLINE | ID: mdl-36529791

RESUMEN

BACKGROUND: Leiomyosarcoma is a rare malignant tumor of smooth muscle origin and represents 10-20% of all soft tissue sarcomas. Primary colon and rectal sarcomas constitute < 0.1% of all large bowel malignancies. In Li-Fraumeni syndrome, sarcomas are the second most frequent cancer (25%). Li-Fraumeni syndrome is a genetic disease with a familial predisposition to multiple malignant neoplasms. This syndrome has an autosomal dominant pattern of inheritance and high penetrance characterized by germline TP53 mutations. Patients with a history of cancer who do not meet all the "classic" criteria for Li-Fraumeni syndrome are considered to have Li-Fraumeni-like syndrome. To the best of our knowledge, this article is the first report of a patient with rectal leiomyosarcoma as the initial phenotypic manifestation of Li-Fraumeni-like syndrome. The authors also present a literature review. CASE PRESENTATION: A 67-year-old Brazilian woman underwent anterior rectosigmoidectomy and panhysterectomy secondary to rectal leiomyosarcoma. She subsequently developed carcinomatosis and died 2 years after the operation. Her family medical history consisted of a daughter who died at 32 years of age from breast cancer, a granddaughter diagnosed with adrenocortical carcinoma at 6 years of age and two siblings who died from prostate cancer. A genetic study was carried out to identify a pathogenic variant of Li-Fraumeni syndrome. In the DNA extracted from the peripheral blood leukocyte, restriction fragment length polymorphism was analyzed to search for mutations in the TP53 gene. The DNA sequencing identified the germline pathogenic variant p. R337H heterozygous in exon 10 of TP53. The patient was classified as having Li-Fraumeni-like syndrome. CONCLUSION: In patients with rectal leiomyosarcoma, it is advisable to investigate the family history of cancer and perform genetic studies to screen for Li-Fraumeni syndrome.


Asunto(s)
Neoplasias de la Corteza Suprarrenal , Carcinoma Corticosuprarrenal , Leiomiosarcoma , Síndrome de Li-Fraumeni , Neoplasias Pélvicas , Neoplasias del Recto , Masculino , Femenino , Humanos , Niño , Anciano , Síndrome de Li-Fraumeni/complicaciones , Síndrome de Li-Fraumeni/diagnóstico , Síndrome de Li-Fraumeni/genética , Leiomiosarcoma/diagnóstico , Leiomiosarcoma/genética , Leiomiosarcoma/cirugía , Proteína p53 Supresora de Tumor/genética , Neoplasias del Recto/diagnóstico , Neoplasias del Recto/genética , Neoplasias del Recto/cirugía , Neoplasias de la Corteza Suprarrenal/complicaciones , Neoplasias de la Corteza Suprarrenal/genética , Predisposición Genética a la Enfermedad
5.
Clin Transl Oncol ; 24(6): 1157-1167, 2022 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-34961902

RESUMEN

PURPOSE: A significant percentage of colorectal cancer patients proceeds to metastatic disease. We hypothesised that mitochondrial DNA (mtDNA) polymorphisms, generated by the high mtDNA mutation rate of energy-demanding clonal immune cell expansions and assessable in peripheral blood, reflect how efficiently systemic immunity impedes metastasis. PATIENTS AND METHODS: We studied 44 rectal cancer patients from a population-based prospective biomarker study, given curative-intent neoadjuvant radiation and radical surgery for high-risk tumour stage and followed for metastatic failure. Blood specimens were sampled at the time of diagnosis and analysed for the full-length mtDNA sequence, composition of immune cell subpopulations and damaged serum mtDNA. RESULTS: Whole blood total mtDNA variant number above the median value for the study cohort, coexisting with an mtDNA non-H haplogroup, was representative for the mtDNA of circulating immune cells and associated with low risk of a metastatic event. Abundant mtDNA variants correlated with proliferating helper T cells and cytotoxic effector T cells in the circulation. Patients without metastatic progression had high relative levels of circulating tumour-targeting effector T cells and, of note, the naïve (LAG-3+) helper T-cell population, with the proportion of LAG-3+ cells inversely correlating with cell-free damaged mtDNA in serum known to cause antagonising inflammation. CONCLUSION: Numerous mtDNA polymorphisms in peripheral blood reflected clonal expansion of circulating helper and cytotoxic T-cell populations in patients without metastatic failure. The statistical associations suggested that patient's constitutional mtDNA manifests the helper T-cell capacity to mount immunity that controls metastatic susceptibility. TRIAL REGISTRATION: ClinicalTrials.gov NCT01816607; registration date: 22 March 2013.


Asunto(s)
ADN Mitocondrial , Neoplasias del Recto , ADN Mitocondrial/genética , Humanos , Mitocondrias/genética , Estudios Prospectivos , Neoplasias del Recto/genética
6.
Cells ; 10(6)2021 06 18.
Artículo en Inglés | MEDLINE | ID: mdl-34207124

RESUMEN

The heterogeneity of response to neoadjuvant chemoradiotherapy (NCRT) is still a challenge in locally advanced rectal cancer (LARC). The evaluation of thymidylate synthase (TYMS) and RAD23 homolog B (RAD23B) expression in circulating tumor cells (CTCs) provides complementary clinical information. CTCs were prospectively evaluated in 166 blood samples (63 patients) with LARC undergoing NCRT. The primary objective was to verify if the absence of RAD23B/TYMS in CTCs would correlate with pathological complete response (pCR). Secondary objectives were to correlate CTC kinetics before (C1)/after NCRT (C2), in addition to the expression of transforming growth factor-ß receptor I (TGF-ßRI) with survival rates. CTCs were isolated by ISET and evaluated by immunocytochemistry (protein expression). At C1, RAD23B was detected in 54.1% of patients with no pCR and its absence in 91.7% of patients with pCR (p = 0.014); TYMS- was observed in 90% of patients with pCR and TYMS+ in 51.7% without pCR (p = 0.057). Patients with CTC2 > CTC1 had worse disease-free survival (DFS) (p = 0.00025) and overall survival (OS) (p = 0.0036) compared with those with CTC2 ≤ CTC1. TGF-ßRI expression in any time correlated with worse DFS (p = 0.059). To conclude, RAD23B/TYMS and CTC kinetics may facilitate the personalized treatment of LARC.


Asunto(s)
Resistencia a Antineoplásicos/genética , Células Neoplásicas Circulantes/metabolismo , Células Neoplásicas Circulantes/patología , Neoplasias del Recto/metabolismo , Neoplasias del Recto/patología , Recto/metabolismo , Recto/patología , Recuento de Células , Quimioradioterapia/métodos , Proteínas de Unión al ADN/metabolismo , Supervivencia sin Enfermedad , Humanos , Inmunohistoquímica/métodos , Simulación de Dinámica Molecular , Terapia Neoadyuvante/métodos , Pronóstico , Estudios Prospectivos , Neoplasias del Recto/genética , Timidilato Sintasa/metabolismo
8.
Biochim Biophys Acta Mol Basis Dis ; 1866(8): 165810, 2020 08 01.
Artículo en Inglés | MEDLINE | ID: mdl-32339641

RESUMEN

The current standard of care for locally advanced rectal cancer (RC) is neoadjuvant radio-chemotherapy (NRC) with 5-fluorouracil (5Fu) as the main drug, followed by surgery and adjuvant chemotherapy. While a group of patients will achieve a pathological complete response, a significant percentage will not respond to the treatment. The Unfolding Protein Response (UPR) pathway is generally activated in tumors and results in resistance to radio-chemotherapy. We previously showed that RHBDD2 gene is overexpressed in the advanced stages of colorectal cancer (CRC) and that it could modulate the UPR pathway. Moreover, RHBDD2 expression is induced by 5Fu. In this study, we demonstrate that the overexpression of RHBDD2 in CACO2 cell line confers resistance to 5Fu, favors cell migration, adhesion and proliferation and has a profound impact on the expression of both, the UPR genes BiP, PERK and CHOP, and on the cell adhesion genes FAK and PXN. We also determined that RHBDD2 binds to BiP protein, the master UPR regulator. Finally, we confirmed that a high expression of RHBDD2 in RC tumors after NRC treatment is associated with the development of local or distant metastases. The collected evidence positions RHBDD2 as a promising prognostic biomarker to predict the response to neoadjuvant therapy in patients with RC.


Asunto(s)
Resistencia a Antineoplásicos/genética , Regulación Neoplásica de la Expresión Génica , Proteínas de la Membrana/genética , Neoplasias del Recto/terapia , Respuesta de Proteína Desplegada/efectos de los fármacos , Antimetabolitos Antineoplásicos/farmacología , Células CACO-2 , Adhesión Celular/efectos de los fármacos , Movimiento Celular/efectos de los fármacos , Proliferación Celular/efectos de los fármacos , Chaperón BiP del Retículo Endoplásmico , Fluorouracilo/farmacología , Quinasa 1 de Adhesión Focal/genética , Quinasa 1 de Adhesión Focal/metabolismo , Adhesiones Focales/efectos de los fármacos , Células HCT116 , Proteínas de Choque Térmico/genética , Proteínas de Choque Térmico/metabolismo , Humanos , Metástasis Linfática , Proteínas de la Membrana/metabolismo , Terapia Neoadyuvante/métodos , Paxillin/genética , Paxillin/metabolismo , Unión Proteica , Neoplasias del Recto/genética , Neoplasias del Recto/metabolismo , Neoplasias del Recto/patología , Transducción de Señal , Factor de Transcripción CHOP/genética , Factor de Transcripción CHOP/metabolismo , eIF-2 Quinasa/genética , eIF-2 Quinasa/metabolismo
9.
Ann Surg ; 271(4): 716-723, 2020 04.
Artículo en Inglés | MEDLINE | ID: mdl-30216221

RESUMEN

OBJECTIVE: The relationship between microsatellite instability (MSI) and response to neoadjuvant chemoradiation in rectal cancer is not well understood. BACKGROUND: We utilized the National Cancer Database (NCDB) to investigate the association between MSI and pathologic complete response (pCR) in this patient population. METHODS: We analyzed 5086 patients between 2010 and 2015 with locally advanced rectal cancer who were tested for MSI and treated definitively with chemoradiation followed by surgery. Primary comparison groups were between 4450 MSI-negative(-) and 636 MSI-positive(+) patients. Multivariable regression analysis was conducted to identify demographic, therapeutic, and clinical characteristics predictive of pCR. Cox proportional-hazard ratios were used for survival. RESULTS: All patients were treated with definitive chemoradiation (median dose 50.4 Gy) followed by resection within 4 months. MSI(+) patients were associated with earlier year of diagnosis and higher-grade tumors (P < 0.05).The overall pCR rate was 8.6%, including 8.9% for MSI(-) and 5.9% for MSI(+) tumors (P = 0.01). Along with lower T stage, MSI(+) cases were significantly associated with a reduced pCR rate (odds ratio 0.65, 95% confidence interval 0.43-0.96) with multivariable analysis. The 5-year survival for patients with pCR was 93% compared with 73% without it (<0.001). CONCLUSION: Microsatellite instability was independently associated with a reduction in pCR for locally advanced rectal cancer after neoadjuvant chemoradiation in this NCDB-based analysis.


Asunto(s)
Inestabilidad de Microsatélites , Neoplasias del Recto/genética , Neoplasias del Recto/terapia , Adulto , Anciano , Anciano de 80 o más Años , Quimioradioterapia , Procedimientos Quirúrgicos del Sistema Digestivo , Femenino , Humanos , Masculino , Persona de Mediana Edad , Terapia Neoadyuvante
10.
Dis Colon Rectum ; 63(3): 300-309, 2020 03.
Artículo en Inglés | MEDLINE | ID: mdl-31842156

RESUMEN

BACKGROUND: Patients with rectal cancer may undergo neoadjuvant chemoradiation even in early stages in an attempt to achieve complete clinical response and undergo organ preservation. However, prediction of tumor response is unavailable. In this setting, accurate identification of poor responders could spare patients with early stage disease from potentially unnecessary chemoradiation. OBJECTIVE: This study focused on development/test of a score based on DNA repair gene expression to predict response to neoadjuvant chemoradiation in patients with rectal cancer. DESIGN: Pretreatment biopsy samples from patients with rectal cancer undergoing neoadjuvant chemoradiation were collected and underwent gene expression analysis using RNA-Seq (test cohort). A score was constructed using 8 differentially expressed DNA repair genes between good (complete clinical) and poor responders (incomplete clinical) to treatment. The score was validated in 2 independent cohorts of patients undergoing similar treatment strategies and using quantitative polymerase chain reaction and microarray gene expression data. SETTINGS: This was a retrospective analysis of gene expression data from 3 independent institutions. PATIENTS: Patients with rectal cancer undergoing neoadjuvant chemoradiation (50.4-54.0 Gy and 5-fluorouracil-based chemotherapy) were eligible. Patients with complete clinical response, complete pathological response, or ≤10% residual cancer cells were considered good responders. Patients with >10% residual cancer cells were considered poor responders. The test cohort included 25 patients (16 poor responders). Validation cohort 1 included 28 patients (18 poor responders), and validation cohort 2 included 46 patients (22 poor responders). MAIN OUTCOMES MEASURES: Response was correlated with the DNA repair score calculated using the expression levels of 8 DNA repair genes. DNA repair score sensitivity, specificity, and positive and negative predictive values were determined in test and validation cohorts. RESULTS: Poor responders had significantly lower DNA repair scores when compared with good responders across all 3 cohorts, regardless of the gene expression platform used. A low score correctly predicted poor response in 93%, 90%, and 71% in test, validation 1, and validation 2 cohorts. LIMITATIONS: This study was limited by its small sample size, different gene expression platforms, and treatment regimens across different cohorts used. CONCLUSIONS: A DNA repair gene score may predict patients likely to have poor response to chemoradiation. This score may be a relevant tool to be investigated in future studies focused on chemoradiation used in the context of organ preservation. See Video Abstract at http://links.lww.com/DCR/B104. PREDICCIÓN DE RESPUESTA DEFICIENTE A LA RADIO-QUIMIOTERAPIA NEOADYUVANTE EN PACIENTES CON CÁNCER RECTAL UTILIZANDO UNA PUNTUACIÓN DE DESREGULACIÓN DE REPARACIÓN DE ADN: ESCOGER LOS PERDEDORES EN LUGAR DE LOS GANADORES: Los pacientes con cáncer rectal pueden someterse a radio-quimioterapia neoadyuvante incluso en estadios tempranos en el intento por lograr una respuesta clínica completa y permitir una preservación de órgano. Sin embargo, aun no existen herramientas disponible para la prediccion de la respuesta tumoral al tratamiento. En este contexto, la identificación precisa de los tumores con mala respuesta al tratamiento podría evitar que los pacientes con enfermedad en estadio temprano sean sometidos a radio-quimioterapia potencialmente innecesaria.Desarrollo / testeo de una puntuación basada en la expresión genes reparadores del ADN para predecir la respuesta a la nCRT en pacientes con cáncer rectal.Se recogieron muestras de biopsia de pre-tratamiento de pacientes con cáncer rectal sometidos a radio-quimioterapia neoadyuvante y se les realizó un análisis de expresión génica utilizando RNAseq (cohorte de prueba). Se construyó una puntuación utilizando 8 genes de reparación de ADN expresados diferencialmente entre buenos (respuesta clinica completa) y pobres respondedores (respuesta clinica incompleta) al tratamiento. La puntuación se validó en 2 cohortes independientes de pacientes sometidos a estrategias de tratamiento similares y utilizando qPCR y datos de expresión de genes en chips ADN (biotecnología -microarrays).Análisis retrospectivo de los datos de expresión génica de 3 instituciones independientes.Fueron incluidos aquellos pacientes con cáncer rectal sometidos a radio-quimioterapia neoadyuvante (50,4-54 Gy y quimioterapia basada en 5FU). Los pacientes con respuesta clínica completa, respuesta patológica completa o ≤10% de células cancerosas residuales se consideraron buenos respondedores. Los pacientes con> 10% de células cancerosas residuales se consideraron de respuesta deficiente. La cohorte de prueba incluyó a 25 pacientes (16 respondedores pobres). La cohorte de validación n. ° 1 incluyó a 28 pacientes (18 respondedores pobres) y la cohorte de validación n. ° 2 incluyó a 46 pacientes (22 respondedores pobres).La respuesta se correlacionó con la puntuación de reparación de ADN calculada utilizando los niveles de expresión de 8 genes de reparación de ADN. La sensibilidad del puntaje de reparación del ADN, la especificidad, los valores predictivos positivos y negativos se determinaron en las cohortes de prueba y validación.Los malos respondedores tuvieron puntuaciones de reparación de ADN significativamente más bajas en comparación con los buenos respondedores en las 3 cohortes, independientemente de la plataforma de expresión génica utilizada. Una puntuación baja predijo correctamente una respuesta pobre en el 93%, 90% y 71% en las cohortes de prueba, validación n. ° 1 y validación n. ° 2, respectivamente.Pequeño tamaño de la muestra, diferentes plataformas de expresión génica y regímenes de tratamiento en diferentes cohortes utilizadas.La puntuacion basada en genes de reparación del ADN puede predecir los pacientes con respuesta pobre a la radio-quimioterapia. Esta puntuación puede ser una herramienta relevante para investigar en futuros estudios centrados en la radio-quimioterapia utilizada en el contexto de la preservación de órganos. Consulte Video Resumen en http://links.lww.com/DCR/B104. (Traducción-Dr. Xavier Delgadillo and Dr. Laura Melina Fernandez).


Asunto(s)
Quimioradioterapia , Reparación del ADN/genética , Perfilación de la Expresión Génica , Terapia Neoadyuvante , Neoplasias del Recto/genética , Neoplasias del Recto/terapia , Biopsia , Colectomía , Femenino , Humanos , Masculino , Persona de Mediana Edad , Pronóstico , Estudios Retrospectivos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa
11.
Sci Rep ; 9(1): 8702, 2019 06 18.
Artículo en Inglés | MEDLINE | ID: mdl-31213644

RESUMEN

Most patients with locally advanced rectal cancer (LARC) present incomplete pathological response (pIR) to neoadjuvant chemoradiotherapy (nCRT). Despite the efforts to predict treatment response using tumor-molecular features, as differentially expressed genes, no molecule has proved to be a strong biomarker. The tumor secretome analysis is a promising strategy for biomarkers identification, which can be assessed using transcriptomic data. We performed transcriptomic-based secretome analysis to select potentially secreted proteins using an in silico approach. The tumor expression profile of 28 LARC biopsies collected before nCRT was compared with normal rectal tissues (NT). The expression profile showed no significant differences between complete (pCR) and incomplete responders to nCRT. Genes with increased expression (pCR = 106 and pIR = 357) were used for secretome analysis based on public databases (Vesiclepedia, Human Cancer Secretome, and Plasma Proteome). Seventeen potentially secreted candidates (pCR = 1, pIR = 13 and 3 in both groups) were further investigated in two independent datasets (TCGA and GSE68204) confirming their over-expression in LARC and association with nCRT response (GSE68204). The expression of circulating amphiregulin and cMET proteins was confirmed in serum from 14 LARC patients. Future studies in liquid biopsies could confirm the utility of these proteins for personalized treatment in LARC patients.


Asunto(s)
Biomarcadores de Tumor/genética , Quimioradioterapia/métodos , Perfilación de la Expresión Génica/métodos , Proteoma/genética , Neoplasias del Recto/genética , Neoplasias del Recto/terapia , Adulto , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/metabolismo , Análisis por Conglomerados , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Terapia Neoadyuvante , Proteoma/metabolismo , Neoplasias del Recto/metabolismo , Resultado del Tratamiento
12.
Abdom Radiol (NY) ; 44(11): 3764-3774, 2019 11.
Artículo en Inglés | MEDLINE | ID: mdl-31055615

RESUMEN

INTRODUCTION: As computational capabilities have advanced, radiologists and their collaborators have looked for novel ways to analyze diagnostic images. This has resulted in the development of radiomics and radiogenomics as new fields in medical imaging. Radiomics and radiogenomics may change the practice of medicine, particularly for patients with colorectal cancer. Radiomics corresponds to the extraction and analysis of numerous quantitative imaging features from conventional imaging modalities in correlation with several endpoints, including the prediction of pathology, genomics, therapeutic response, and clinical outcome. In radiogenomics, qualitative and/or quantitative imaging features are extracted and correlated with genetic profiles of the imaged tissue. Thus far, several studies have evaluated the use of radiomics and radiogenomics in patients with colorectal cancer; however, there are challenges to be overcome before its routine implementation including challenges related to sample size, model design and interpretability, and the lack of robust multicenter validation set. MATERIAL AND METHODS: In this article, we will review the concepts of radiomics and radiogenomics and their potential applications in rectal cancer. CONCLUSION: Radiologists should be aware of the basic concepts, benefits, pitfalls, and limitations of new radiomic and radiogenomics techniques to achieve a balanced interpretation of the results.


Asunto(s)
Diagnóstico por Imagen/tendencias , Genómica , Interpretación de Imagen Asistida por Computador/métodos , Neoplasias del Recto/diagnóstico por imagen , Neoplasias del Recto/genética , Humanos
13.
Eur J Radiol ; 113: 174-181, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30927944

RESUMEN

OBJECTIVE: To investigate associations between genetic mutations and qualitative as well as quantitative features on MRI in rectal adenocarcinoma at primary staging. METHODS: In this retrospective study, patients with rectal adenocarcinoma, genome sequencing, and pretreatment rectal MRI were included. Statistical analysis was performed to evaluate associations between qualitative features obtained from subjective evaluation of rectal MRI and gene mutations as well as between quantitative textural features and gene mutations. For the qualitative evaluation, Fisher's Exact test was used to analyze categorical associations and Wilcoxon Rank Sum test was used for continuous clinical variables. For the quantitative evaluation, we performed manual segmentation of T2-weighted images for radiomics-based quantitative image analysis. Thirty-four texture features consisting of first order intensity histogram-based features (n = 4), second order Haralick textures (n = 5), and Gabor-edge based Haralick textures were computed at two different orientations. Consensus clustering was performed with 34 computed texture features using the K-means algorithm with Euclidean distance between the texture features. The clusters resulting from the algorithm were then used to enumerate the prevalence of gene mutations in those clusters. RESULTS: In 65 patients, 45 genes were mutated in more than 3/65 patients (5%) and were included in the statistical analysis. Regarding qualitative imaging features, on univariate analysis, tumor location was significantly associated with APC (p = 0.032) and RASA1 mutation (p = 0.032); CRM status was significantly associated with ATM mutation (p = 0.021); and lymph node metastasis was significantly associated with BRCA2 (p = 0.046) mutation. However, these associations were not significant after adjusting for multiple comparisons. Regarding quantitative imaging features, Cluster C1 had tumors with higher mean Gabor edge intensity compared with cluster C2 (θ = 0°, p = 0.018; θ = 45°, p = 0.047; θ = 90°, p = 0.037; cluster C3 (θ = 0°, p = 0.18; θ = 45°, p = 0.1; θ = 90°, p = 0.052), and cluster C4 (θ = 0°, p = 0.016; θ = 45°, p = 0.033; θ = 90°, p = 0.014) suggesting that the cluster C1 had tumors with more distinct edges or heterogeneous appearance compared with other clusters. CONCLUSIONS: Although this preliminary study showed promising associations between quantitative features and genetic mutations, it did not show any correlation between qualitative features and genetic mutations. Further studies with larger sample size are warranted to validate our preliminary data.


Asunto(s)
Adenocarcinoma/patología , Mutación/genética , Medicina de Precisión , Neoplasias del Recto/patología , Adenocarcinoma/genética , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Genes Relacionados con las Neoplasias/genética , Genómica/métodos , Humanos , Metástasis Linfática , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Neoplasias del Recto/genética , Estudios Retrospectivos
14.
PLoS One ; 14(1): e0210762, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-30640939

RESUMEN

Colorectal cancer (CRC) is the second most common cancer in women and the third most common cancer in men globally. The identification of differentially expressed genes associated to patient's clinical data may represent a useful approach to find important genes in CRC carcinogenesis. Previously, the TULP3 transcription factor was identified as a possible prognostic biomarker in pancreatic ductal adenocarcinoma. Considering that pancreatic and colorectal tissues have the same embryonic origin, we investigated the profile of TULP3 expression in CRC hypothesizing that it may have a role in its development. We comparatively analysed TULP3 gene expression in CRC and normal adjacent colonic tissue and assessed association of expression profiles with survival and clinicopathological information, using publicly available datasets. TULP3 expression levels were increased in CRC when compared to the adjacent non-tumoral tissue. In addition, higher TULP3 gene expression was associated to lymphatic and vascular invasion in colon adenocarcinoma (COAD) and rectum adenocarcinoma (READ), respectively. In summary, our results point to a possible role of TULP3 as a diagnostic and prognostic biomarker in CRC. Additional studies are necessary to confirm these preliminary findings.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias Colorrectales/genética , Proteínas/genética , Adenocarcinoma/diagnóstico , Adenocarcinoma/genética , Adenocarcinoma/patología , Neoplasias del Colon/diagnóstico , Neoplasias del Colon/genética , Neoplasias del Colon/patología , Neoplasias Colorrectales/diagnóstico , Neoplasias Colorrectales/patología , Bases de Datos Genéticas , Femenino , Humanos , Péptidos y Proteínas de Señalización Intracelular , Metástasis Linfática/genética , Masculino , Invasividad Neoplásica/genética , Pronóstico , Neoplasias del Recto/diagnóstico , Neoplasias del Recto/genética , Neoplasias del Recto/patología , Transcriptoma
15.
Gac Med Mex ; 154(5): 598-604, 2018.
Artículo en Español | MEDLINE | ID: mdl-30407464

RESUMEN

Traditionally, carcinoma classifications have been based on clinical or pathological features. However, with the development of molecular biology in recent decades, more tumors are increasingly being genetically studied and, in several of them, molecular classifications have been created (the most widely studied and used is that for breast cancer). Colon and rectum cancer are no exception. In this short review, the evolution of colon and rectum cancer molecular classification is explained and the consensus conclusions on the subject are addressed.


Tradicionalmente las clasificaciones de los carcinomas se han basado en características clínicas o patológicas. Sin embargo, en las últimas décadas, con el desarrollo de la biología molecular, cada vez más tumores se están estudiando genéticamente y en varios se han creado clasificaciones moleculares (la más estudiada y utilizada es la de cáncer de mama). El cáncer de colon y recto no es la excepción. En esta revisión corta se explica la evolución de la clasificación molecular del cáncer de colon y recto y se abordan los conclusiones consensuadas al respecto.


Asunto(s)
Neoplasias del Colon/clasificación , Biología Molecular/métodos , Neoplasias del Recto/clasificación , Neoplasias del Colon/genética , Neoplasias del Colon/patología , Humanos , Neoplasias del Recto/genética , Neoplasias del Recto/patología
16.
São Paulo; s.n; 2018. 160 p. ilust, tabelas.
Tesis en Portugués | LILACS, Inca | ID: biblio-1247999

RESUMEN

Pacientes com câncer de reto (CaRe) em estadio II ou III são tratados com radioquimioterapia neoadjuvante (nCRT), a qual é responsável pela diminuição de recidivas loco-regionais e amputação do esfíncter. A resposta à terapia é variável, incluindo aqueles que não respondem ao tratamento e os que apresentam resposta patológica completa - pCR (15 a 30%). O objetivo deste estudo foi identificar alterações genéticas e epigenéticas que corroborem para a elucidação dos mecanismos de resistência ao tratamento radio e quimioterápico neoadjuvante em pacientes com adenocarcinoma de reto. Foram incluídos 34 CaRe estadio II ou III, submetidos a nCRT. Onze pacientes apresentaram pCR (ypT0N0M0) e 23, resposta patológica incompleta (pIR). Foram utilizadas 10 amostras de reto normal (necrópsias) como referência. As alterações genômicas e de expressão gênica foram avaliadas pelas plataformas CytoScan HD Array e GeneChip Human Transcriptome Array (Affymetrix/Thermo Fisher), respectivamente. O sequenciamento de 105 genes (SureSelectXT Custom Panel, Agilent) relacionados ao câncer foi realizado no NextSeq 550 (Illumina). A plataforma Infinium® Human MethylationEPIC BeadChip (Illumina) foi utilizada para a análise do metiloma. Alterações genômicas identificadas em CaRe evidenciaram alta instabilidade cromossômica e um número significativo de casos com alterações na via de reparo por recombinação homóloga (HR), identificada por mutação em genes da via ou por escores de deficiência (tAI, LST e HDR-LOH). Essas alterações foram corroboradas por vias alteradas relacionadas à regulação das ciclinas e do ciclo celular, assim como do ponto de checagem de reconhecimento de quebras de dupla fita de DNA identificadas por meio do enriquecimento dos genes diferencialmente expressos. A análise integrada dos resultados do metiloma e transcriptômica permitiu a identificação de genes desregulados por metilação os quais foram confirmados com dados externos (TCGA). As diferenças moleculares entre os casos com pCR e pIR incluíram alterações genômica estruturais e um maior index de instabilidade genômica (GII) em pCR. Um maior número de casos com pIR apresentou mutações em genes relacionados à via HR. Esses resultados sugerem que platina e inibidores de PARP1 poderiam ser um tratamento alternativo nos casos com deficiência dessa via. Os perfis de metilação do DNA de cada grupo revelaram maior proporção de sondas hipermetiladas em pCR (44% vs. 18% em pIR). Com base nos dados de três sondas diferencialmente metiladas, foi possível desenvolver um classificador capaz de predizer a resposta à nCRT (100% de sensibilidade e 90% de especificidade). Usando os resultados do transcriptoma, foram identificadas diferentes vias alteradas em CaRe de acordo com a resposta à nCRT. Enquanto os casos com pCR apresentaram vias alteradas relacionadas à resposta do sistema imune e à sinalização de Wnt, o grupo de pIR revelou alterações de controle do ciclo celular e do reparo de quebras de dupla fita de DNA, além de desregulação de mecanismos epigenéticos e de níveis de transcritos. Utilizando os dados de expressão gênica, foi realizada uma análise do secretoma de acordo com a resposta à nCRT, identificando-se ASPH como potencial marcador de pCR. A mesma estratégia revelou UBE2C e CEMIP como marcadores de resistência à nCRT, os quais poderiam ser investigados em biópsias líquidas. Este estudo revelou potenciais marcadores moleculares e mutações que têm potencial para subclassificar os pacientes de acordo com a resposta à terapia atualmente utilizada. Em adição, nossos achados deram evidências de novas estratégias terapêuticas que poderiam ser aplicadas para os pacientes com CaRe


Rectal cancer patients (ReCa) stage II or III undergo neoadjuvant chemoradiotherapy (nCRT), responsible for a decrease in loco-regional recurrence and sphincter amputation. The response to treatment is varied, including patients showing partial or incomplete response to therapy (pIR) and those who achieve pathological complete response - pCR (15 to 30%). The aim of this study was to identify genetic and epigenetic alterations that can be useful to understand the mechanisms of resistance to neoadjuvant chemoradiotherapy in ReCa patients. A total of 34 patients with ReCa stage II or III submitted to nCRT were included. Eleven patients had pCR (ypT0N0M0) and 23 pIR. Ten normal rectal tissue samples (necropsies) were used as reference. Genomic alterations and gene expression profiles were evaluated using the platforms CytoScan HD Array and GeneChip Human Transcriptome Array (Affymetrix/Thermo Fisher), respectively. Targeted nextgeneration sequencing of 105 cancer related genes was performed using the NextSeq 550 (Illumina). The Infinium® Human MethylationEPIC BeadChip (Illumina) platform was used for methylome analysis. High chromosomal instability and a significant number of cases with changes in the DNA damage repair by homologous recombination pathway (HR), identified by mutation in pathway genes or by deficiency scores (tAI, LST and HDR-LOH), were detected in the genomic analysis. These alterations are corroborated by altered pathways related to the regulation of cyclins and the cell cycle, as well as the double-stranded DNA recognition checkpoint identified by the enrichment of the differentially expressed genes. The integrative analysis of differential methylation and transcriptomic results allowed the identification of genes altered by methylation, which were confirmed with external data (TCGA). Molecular differences between pCR and pIR cases included structural genomic changes and a high genomic instability index (GII) in pCR. A higher number of cases with pIR showed mutations in genes related to the HR pathway. These findings suggest that PARP-inhibitors and platinum may be alternative therapeutic approaches for these patients. The DNA methylation profiles of each group revealed a higher proportion of hypermethylated probes in pCR (44% vs. 18% in pIR). Based on data from three differentially methylated probes, a classifier was developed showing the ability of predicting the response to nCRT (100% sensitivity and 90% specificity). Using the transcriptome results, different altered pathways in ReCa were identified according to the response to nCRT. While altered pathways in pCR cases were related to immune system response and Wnt signaling, the pIR group revealed changes in cell cycle control and repair of double stranded DNA breaks, as well as dysregulation of epigenetic mechanisms and transcripts levels. Using the gene expression data, a secretome analysis was performed according to the nCRT response, identifying ASPH as a potential pCR marker. The same strategy revealed UBE2C and CEMIP as markers of nCRT resistance, which could be investigated in liquid biopsies. This study revealed molecular markers and mutations that showed the potential to subclassify the patients according to the response to therapy currently used in the clinical practice. Furthermore, our findings give evidences of novel therapeutic strategies for patients with CaRe


Asunto(s)
Humanos , Masculino , Femenino , Adulto , Persona de Mediana Edad , Anciano , Anciano de 80 o más Años , Neoplasias del Recto/genética , Biomarcadores de Tumor , Metilación de ADN , Terapia Neoadyuvante , Transcriptoma
17.
Cir Cir ; 85 Suppl 1: 1-5, 2017 Dec.
Artículo en Español | MEDLINE | ID: mdl-28279398

RESUMEN

BACKGROUND: The principles of perineal reconstructive surgery comprise adequate filling of the defect along with stable and durable skin coverage, with a low morbidity rate. Two-flap perineal reconstruction is a simple, fast and reliable technique that uses a single donor site. This improves scar position with low morbidity. It is based in the use of 2flaps; one flap fills the defect with a «turn over¼ technique and the other is a rotation - advancement flap for skin coverage. CLINICAL CASE: A 52-year-old male diagnosed with Lynch syndrome who underwent laparoscopic abdominoperineal amputation for adenocarcinoma of the lower rectum and developed recurrence 2years later over the perineal scar that required radical resection and perineal reconstruction. CONCLUSION: The use of this approach facilitates perineal reconstruction and enables treatment of patients with large and complex defects in frequently irradiated tissues where wound dehiscence and infection are common.


Asunto(s)
Adenocarcinoma Mucinoso/cirugía , Recurrencia Local de Neoplasia/cirugía , Perineo/cirugía , Procedimientos de Cirugía Plástica/métodos , Neoplasias del Recto/cirugía , Terapia Recuperativa/métodos , Colgajos Quirúrgicos , Adenocarcinoma Mucinoso/tratamiento farmacológico , Adenocarcinoma Mucinoso/genética , Adenocarcinoma Mucinoso/radioterapia , Amputación Quirúrgica , Cicatriz/cirugía , Neoplasias Colorrectales Hereditarias sin Poliposis , Humanos , Masculino , Persona de Mediana Edad , Terapia Neoadyuvante , Siembra Neoplásica , Neoplasias del Recto/tratamiento farmacológico , Neoplasias del Recto/genética , Neoplasias del Recto/radioterapia , Ultrasonografía Intervencional
18.
Acta cir. bras. ; 32(3): 243-250, mar. 2017. tab, ilus
Artículo en Inglés | VETINDEX | ID: vti-17066

RESUMEN

Purpose: To evaluate the expression of EGFR, KRAS genes, microRNAs-21 and 203 in colon and rectal cancer samples, correlated with their age at diagnosis, histological subtype, value of pretreatment CEA, TNM staging and clinical outcome. Methods: Expression of genes and microRNAs by real time PCR in tumor and non-tumor samples obtained from surgical treatment of 50 patients. Results: An increased expression of microRNAs-21 and 203 in tumor samples in relation to non-tumor samples was found. There was no statistically significant difference between the expression of these genes and microRNAs when compared to age at diagnosis and histological subtype. The EGFR gene showed higher expression in relation to the value of CEA diagnosis. The expression of microRNA-203 was progressively lower in relation to the TNM staging and was higher in the patient group in clinical remission. Conclusions: The therapy of colon and rectum tumors based on microRNAs remains under investigation reserving huge potential for future applications and clinical interventions in conjunction with existing therapies. We expect, based on the exposed data, to stimulate the development of new therapeutic possibilities, making the treatment of these tumors more effective.(AU)


Asunto(s)
Femenino , Embarazo , Recién Nacido , Lactante , Preescolar , Niño , Adolescente , Adulto Joven , Adulto , Persona de Mediana Edad , Anciano , Neoplasias del Colon/genética , Neoplasias del Recto/genética , Expresión Génica , MicroARNs/análisis , Genes erbB-1/genética , Evolución Clínica
19.
Ann Surg ; 265(1): e4-e6, 2017 01.
Artículo en Inglés | MEDLINE | ID: mdl-27479130

RESUMEN

OBJECTIVE: Demonstrate intratumoral genetic heterogeneity in rectal cancer. BACKGROUND: Several clinical management decisions in rectal cancer may be influenced by pretreatment biopsy information. However, in the setting of significant intratumoral heterogeneity, biopsies may not be representative of the entirety of the tumor and limit the reliability of the information provided from them for clinical decision management. METHODS: Three fragments from a single rectal adenocarcinoma were chosen for whole-exome sequencing followed by mutation detection analysis. About 25 Gb of unambiguously mapped sequences were generated for each sample resulting in a median fold-coverage of 35x. Captured sequences mapped to the reference human genome were then used for the detection of somatic point mutations. RESULTS: Overall, 193 unique somatic point mutations were identified. Only 53 (27%) of these were shared by all three fragments, including known genes involved in early phases of the adenoma-carcinoma sequence (such as, APC). Approximately, 115 (59%) mutations were exclusively present in only one of the fragments, including mutations in "driver" genes (DNAH12). Jaccard distances showed a median distance of 0.603 for pair-wise comparison of fragments indicating significant heterogeneity between them. CONCLUSIONS: Considerable intratumoral heterogeneity is present among naive rectal cancers. The majority of point mutations detected in different fragments from rectal cancers are frequently unique to a single fragment. These findings support that gene mutations found on single pretreatment biopsies will not necessarily be representative of mutations present in the entirety of the tumor and therefore may limit the utility of the biological information provided by single biopsy fragments for clinical management decisions.


Asunto(s)
Adenocarcinoma/genética , ADN de Neoplasias/análisis , Heterogeneidad Genética , Mutación , Neoplasias del Recto/genética , Recto/patología , Adenocarcinoma/patología , Biopsia , Análisis Mutacional de ADN , Exoma , Humanos , Neoplasias del Recto/patología
20.
Clin Transl Oncol ; 19(4): 425-431, 2017 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-27553603

RESUMEN

PURPOSE: CD44v6 plays a controversial role in tumor progression and patient outcome in colorectal cancer by plenty of conflicting reports. The purpose of this study was to profile the intratumoral heterogeneity of CD44v6 in rectal cancer and investigate its role in lymph node metastasis. METHODS: Sixty patients were included in this study. Immunohistochemistry for CD44v6 was performed in normal mucosa, primary tumor, and lymph node metastasis with whole tissue sections. The staining intensity in tumor center and invasive front was separately measured. Sampling bias was evaluated by quantitative real-time PCR with 15 pairs of frozen tissues from different sites of the primary tumor. RESULTS: CD44v6 expression increased from normal mucosa to primary tumor to lymph node metastasis. Multiple intratumoral staining patterns was observed in primary tumor, and CD44v6 expression in invasive front was significantly higher than that in tumor center. In addition, mRNA expression levels differed across different geographical regions of the tumor. No association between CD44v6 expression and lymph node metastasis was revealed. CONCLUSIONS: Substantial intratumoral heterogeneity of CD44v6 exists in rectal cancer that impacts the outcome of individual studies. CD44v6 expression should be assessed in a more precise way with a specified staining pattern and in a designated location.


Asunto(s)
Adenocarcinoma/secundario , Biomarcadores de Tumor/metabolismo , Receptores de Hialuranos/metabolismo , Membrana Mucosa/metabolismo , Neoplasias del Recto/patología , Adenocarcinoma/genética , Adenocarcinoma/metabolismo , Biomarcadores de Tumor/genética , Femenino , Estudios de Seguimiento , Humanos , Receptores de Hialuranos/genética , Técnicas para Inmunoenzimas , Metástasis Linfática , Masculino , Persona de Mediana Edad , Membrana Mucosa/patología , Clasificación del Tumor , Invasividad Neoplásica , Pronóstico , ARN Mensajero/genética , Reacción en Cadena en Tiempo Real de la Polimerasa , Neoplasias del Recto/genética , Neoplasias del Recto/metabolismo , Estudios Retrospectivos , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Tasa de Supervivencia
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