Use of artificial intelligence to predict response to neoadjuvant chemotherapy in breast cancer

:Breast cancer is the object of thousands of studies worldwide. Nevertheless, few tools are available to corroborate prediction of response to neoadjuvant chemotherapy. Artificial intelligence is being researched for its potential utility in several fields of knowledge, including oncology. The development of a standardized Artificial intelligence-based predictive model for patients with breast cancer may help make clinical management more personalized and effective. We aimed to apply Artificial intelligence models to predict the response to neoadjuvant chemotherapy based solely on clinical and pathological data. Methods: Medical records of 130 patients treated with neoadjuvant chemotherapy were reviewed and divided into two groups: 90 samples to train the network and 40 samples to perform prospective testingand validate the results obtained by the Artificial intelligence method. Results: Using clinicopathologic data alone, the artificial neural network was able to correctly predict pathologic complete response in 83.3% of the cases. It also correctly predicted 95.6% of locoregional recurrence, as well as correctly determined whether patients were alive or dead at a given time point in 90% of the time. To date, no published research has used clinicopathologic data to predict the response to neoadjuvant chemotherapy in patients with breast cancer, thus highlighting the importance of the present study. Conclusions: Artificial neural network may become an interesting tool for predicting response to neoadjuvant chemotherapy, locoregional recurrence, systemic disease progression, and survival in patients with breast cancer (AU)

Evaluation of clinical and pathological response factors to neoadjuvant chemotherapy in breast cancer patients

Objectives: To evaluate breast cancer (BC) patients treated with neoadjuvant chemotherapy (NACT) and to analyze clinicopathological features correlating with pathological complete response (PCR) and survival outcomes. Methods: Observational, descriptive, and retrospective study. The medical records of BC patients who underwent NACT were reviewed and analyzed using the Statistical Package for the Social Sciences (SPSS), version 20.0. Results: Of the 176 BC patints who underwent NACT, 62 patients (35.2%) achieved PCR. The PCR rate was 22% (n = 2) for luminal A, 15% (n = 9) for luminal B/HER2-negative, 45.5% (n = 15) for luminal B/ HER2-positive, 50% (n = 14) for non-luminal/HER2-positive, and 47.8% (n = 22) for triple-negative (p = 0.01). Histological grade, estrogen receptor (ER) expression, progesterone receptor (PR) expression, and HER2 status were significantly associated with PCR (p = 0.022, p = 0.01, p = 0.01, and p = 0.02, respectively). The median follow-up was 35.9 months, the estimated 5-year disease-free survival (DFS) was 96.7% in the PCR group and 83.2% in the non-PCR group (p = 0.05). The estimated 5-year overall survival (OS) was 95.5% in the PCR group and 69.1% in the non-PCR group (p = 0.017). Overall, 11 patients (6.25%) presented with locoregional recurrence (LRR), one (1.6%) in the PCR group and 10 (8.8%) in the non-PCR group (p = 0.10). Conclusion: We observed higher PCR rates in triple-negative and HER2-positive molecular subtypes. DFS and OS were significantly better in patients who achieved PCR, regardless of clinicopathological features. We also observed lower rates of LRR in the population that reached PCR.

Histological markers of degeneration and regeneration of the human intervertebral disk / Marcadores histológicos de degeneração e regeneração do disco intervertebral humano / Marcadores histológicos de la degeneración y regeneración del disco intervertebral humano

ABSTRACT Objective: To define histological scores for intervertebral disc degeneration that would enable the definition of morphological characteristics of disease, besides improving knowledge of the lumbar degenerative disc disease by means of immunohistochemical markers. Methods: Hematoxylin and Eosin, Alcian/PAS, Masson Trichrome and Safranin O/FCF staining was used on the intervertebral disc degeneration sections of patients with lumbar degenerative disc disease. The protein markers defined in immunohistochemistry were cell proliferation (Ki-67) and apoptosis (p53). Results: The study data enabled the determination of Safranin O/FCF stain as the most effective one for evaluating parameters such as area, diameter, and number of chondrocyte clusters. The importance of using stains in association, such as Safranin O/FCF, Masson Trichrome, Alcian/PAS and Hematoxylin and Eosin, was also determined, as they are complementary for the histopathological verification of intervertebral disc degeneration. By expressing proteins using the immunohistochemistry technique, it was possible to consider two stages of disc degeneration: cell proliferation with chondrocyte cluster formation, and induction of apoptosis. Conclusion: This study enabled the histological and immunohistochemical characterization to be determined for lumbar degenerative disc disease, and its degrees of evolution, by determining new disc degeneration scores.

RESUMO Objetivo: Definir escores histológicos de degeneração do disco intervertebral que permitam a identificação de características morfológicas da doença, além de melhorar o conhecimento sobre a discopatia degenerativa lombar por meio de marcadores imuno-histoquímicos. Métodos: As colorações histológicas de hematoxilina e eosina, azul de alcian/PAS, tricrômica de Masson e safranina O/FCF foram utilizadas em cortes de disco intervertebral degenerado de pacientes com discopatia degenerativa lombar. Os marcadores proteicos definidos na imuno-histoquímica permitiram a avaliação da proliferação celular (Ki-67) e da apoptose (p53). Resultados: Os dados do estudo permitiram a determinação da coloração de safranina O/FCF como a mais eficaz para avaliar os parâmetros tais como a área, o diâmetro e o número de agrupamentos de condrócitos. Também se determinou a importância do uso das colorações histológicas de forma associada, como safranina O/FCF, tricrômica de Masson, azul de alcian/PAS e hematoxilina e eosina, uma vez que elas são complementares para a verificação histopatológica da degeneração do disco intervertebral. Pela técnica da expressão de proteínas com técnica imuno-histoquímica, foi possível considerar dois estágios de degeneração do disco: proliferação de células com a formação de agrupamentos de condrócitos, seguida pela indução de apoptose. Conclusão: Este estudo permitiu definir a caracterização histológica e imuno-histoquímica em discopatia degenerativa lombar e seus graus de evolução, determinando novos escores de degeneração discal.

RESUMEN Objetivo: Definir valores histológicos de degeneración del disco intervertebral que permitan la definición de las características morfológicas de la enfermedad y mejorar el conocimiento de la enfermedad degenerativa del disco lumbar mediante marcadores inmunohistoquímicos. Métodos: Las coloraciones histológicas con hematoxilina y eosina, azul alcián/PAS, tricrómico de Masson y safranina O/FCF se utilizaron en secciones de los discos intervertebrales degenerados de pacientes con enfermedad degenerativa del disco lumbar. Los marcadores de proteínas definidos por inmunohistoquímica permitieron la evaluación de la proliferación celular (Ki-67), y la apoptosis (p53) . Resultados: Los datos de la determinación permitieron establecer la tinción con safranina O/FCF como la más eficaz para evaluar parámetros tales como el área, diámetro y número de agrupaciones de condrocitos. Se determinó también la importancia del uso asociado de diversas tinciones, como safranina O/FCF, tricrómico de Masson, azul de alcián/PAS y hematoxilina y eosina, ya que son complementarias para la verificación histopatológica de la degeneración del disco intervertebral. Por la técnica de la expresión de proteína con análisis inmunohistoquímica, fue posible establecer dos etapas de la degeneración del disco: la proliferación de células con la formación de agrupaciones de condrocitos y la inducción de la apoptosis. Conclusión: Este estudio permitió definir la caracterización histológica e inmunohistoquímica en la enfermedad degenerativa del disco lumbar y sus grados de evolución, mediante la determinación de nuevas puntuaciones de degeneración del disco.

Enxerto autólogo de células-tronco derivadas do tecido adiposo: uma nova visão de sua aplicação no tratamento de queimados e na cirurgia plástica reparadora / Adipose tissue-derived stem cell autologous grafts: a new approach to application in the treatment of burn victims and reconstructive plastic surgery

No Brasil, 1 milhão de acidentes com queimaduras acontecem por ano e as infecções são responsáveis por 75% dos óbitos nestes pacientes, além de deixar lesões que ocasionam deformidades nas áreas atingidas. Sendo assim, o objetivo deste trabalho é fornecer uma visão atual sobre células-tronco mesenquimais (MSCs), com ênfase nas células-tronco derivadas do tecido adiposo (ADSCs), associadas a gel de plasma, gel de fibrina e membranas (scaffold). O uso de géis e membranas tendem a auxiliar o crescimento celular visando sua possível aplicação na Cirurgia Plástica Reparadora para o tratamento pacientes queimados ou que necessitam de enxerto de pele. O presente trabalho abordou de forma exploratória e narrativa o tema células-tronco mesenquimais, células-tronco mesenquimais derivadas do tecido adiposo, gel de fibrina, gel de plasma e scaffold. O tipo de pesquisa empregada foi conduzido com coleta de informações utilizando-se a Biblioteca Virtual em Saúde (BVS) e PubMed. O número absoluto de artigos publicados relacionados ao tratamento de queimaduras é considerável. Até o momento, a quantidade de pesquisas relacionadas à terapia com células-tronco derivadas do tecido adiposo, gel de fibrina, gel de plasma e scaffold para o tratamento de queimaduras apresenta-se escassa. O autoenxerto de ADSCs associado a biocurativos torna-se uma perspectiva promissora na Cirurgia Plástica Reparadora para o tratamento e recuperação de pacientes que sofreram queimaduras ou outros acidentes que necessitam de enxerto de pele. Estes recursos podem reduzir a dor e prover a dessecação da lesão, promovendo neovascularização e a reepitelização da ferida.

In Brazil, 1 million burn accidents occur annually, and subsequent wound infections account for 75% cases of deaths among these patients, in addition to inducing deformities in the affected areas. Therefore, the aim of this study was to discuss the current status of mesenchymal stem cells, with an emphasis on adipose-derived stem cells (ADSCs), in combination with plasma gel, glue fibrin, and membranes (scaffold). The use of gels and membranes supports cell growth, and aims at potential application in reconstructive plastic surgery for the treatment of burn patients or individuals requiring skin grafts. This study explores and discusses the role of mesenchymal stem cells, adipose-derived mesenchymal stem cells, glue fibrin, plasma gel, and the scaffold. This research collected information from the Virtual Health Library (VHL) and PubMed. A considerable number of articles have been published on burn treatment. However, there is little research on burn treatment with ADSCs, glue fibrin, plasma gel, and scaffold. An ADSC autograft combined with a biological dressing is promising in reconstructive plastic surgery for the treatment and recovery of burn patients or individuals with other injuries that require skin grafts. These features can reduce pain and aid in drying of the lesion, thus promoting neovascularization and wound reepithelialization.

Stem-cell treatment in disc degeneration: What is the evidence? / Células tronco no tratamento de doença degenerativa discal: Qual é a evidência? / Células madre en el tratamiento de degeneración de disco: ¿Cual es la evidencia?

To review the potential role of stem cells in treating degenerative disc disease of the intervertebral disc (IVD). A review was performed of articles from the Medline database concerning stem cells and degenerative disc disease (DDD). To discuss the data, the papers were classified as: review, in vitro, experimental, and clinical. The currently available treatments were basically for symptom reduction, not to revert the IVD degenerative process. The use of mesenchymal stem cells (MSC) is being proposed as an option of treatment for DDD. In vitro studies have shown that the MSC are able to differentiate into NP cells and that the MSC also reduce the inflammatory levels of the degenerated IVD. Besides, experimental studies demonstrated that the MSC remained viable when injected into the IVD, and that they were able to regenerate partially from the degenerated IVD and its structure. The few clinical studies found in the literature presented diverging results. The use of MSC is being widely studied and shows promising results for the treatment of DDD. Although many advances are being achieved in studies in vitro and experimental, there is a lack of clinical studies to prove the role of MSC in DDD management.

Revisar o potencial papel das células-tronco para o tratamento de doença degenerativa do disco intervertebral (IVD). Foi realizada uma revisão dos trabalhos da base de dados Medline em relação a células-tronco e doença degenerativa discal (DDD). Para fins de discussão dos dados, os trabalhos foram divididos em: revisão, in vitro, experimentais e clínicos. Os tratamentos disponíveis atualmente focam basicamente na redução dos sintomas, e não na reversão do processo degenerativo do DIV. O uso de células-tronco mesenquimais (CTM) vem sendo proposto como uma opção de tratamento para DDD. Estudos in vitro demonstraram que as CTM são capazes de se diferenciarem em células do NP e que as CTM também diminuem os níveis inflamatórios do DIV degenerado. Além disso, estudos experimentais demonstraram que as CTM permaneciam viáveis quando injetadas no DIV e que eram capazes de regenerar parcialmente do DIV degenerado e sua estrutura. Os poucos estudos clínicos presentes na literatura apresentam resultados divergentes. O uso de CTM esta sendo amplamente estudado e mostra resultados promissores para o tratamento da DDD. Embora muitos avanços venham sendo alcançados em estudos in vitro e experimentais, ainda faltam estudos clínicos para comprovar o papel das CTM no manejo da DDD.

Revisar el papel potencial de las células madre en el tratamiento de la enfermedad degenerativa del disco intervertebral (IVD). Se realizó una revisión de los artículos de la base de datos Medline sobre células madre y la enfermedad degenerativa del disco (DDD). Para fines de discusión de los datos, los trabajos se dividieron en: revisión, in vitro, experimentales y clínicos. Los tratamientos disponibles actualmente enfocan básicamente la reducción de los síntomas, y no la reversión del proceso degenerativo del IVD. El uso de células madre mesenquimales (MSC) se propone como una opción de tratamiento para DDD. Estudios in vitro demostraron que las MSC son capaces de diferenciarse en células NP y que las MSC también reducen los niveles inflamatorios de la IVD degenerado. Además, estudios experimentales demostraron que las MSC se mantuvieron viables cuando inyectadas en el IVD y que eran capaces de regenerarse parcialmente del IVD degenerado y su estructura. Los pocos estudios clínicos presentes en la literatura presentan resultados divergentes. El uso de MSC se está estudiando ampliamente y muestra resultados prometedores en el tratamiento de la DDD. Aunque se hayan logrado muchos avances en estudios in vitro y experimentales, aún faltan estudios clínicos para comprobar el papel de las MSC en el manejo de la DDD.

Avaliação in vitro do potencial biológico da Salvia officinalis L. em células tumorais / In vitro evaluation of the biological potential of Salvia officinalis L. in tumor cells

Objetivos: Determinar a viabilidade celular frente ao efeito biológico do extrato hidroalcoólico de Salvia officinalis L. em culturas de células tumorais de laringe (Hep-2) e células de hepatoma humano (HepG2).Métodos: Células tumorais Hep-2 e HepG2 foram cultivadas em meio DMEM (Dulbecco's Modified Eagle Médium)suplementado com 10% soro fetal bovino inativado e 1% de antibiótico (Penicilina/Estreptomicina) em estufa a 37°Ce atmosfera umidificada com 5% de CO2. Na segunda etapa foram semeadas (5×104 células/mL) em placas de 96 poçosdurante o período de 24 horas até obtenção de 60-70% de confluência e realizou-se o tratamento das células com extratohidroalcoólico de Salvia officinalis L., controle negativo de etanol 80% (v/v) e controles positivos de peróxido de hidrogênio(H2O2), tert-butil hidroperóxido (t-BOOH), doxorrubicina e cisplatina. A viabilidade celular foi determinada pela reduçãodo MTT (brometo de 3-(4,5 dimetiltiazol-2-il)-2,5-difeniltetrazolio). Os resultados foram analisados pelo teste de Tukeyno programa SPSS v.19.Resultados: O extrato hidroalcoólico de Salvia officinalis L. mostrou atividade citotóxica para células tumorais Hep-2 IC500,38±0,02 mg/mL e para HepG2 IC50 0,54±0,03 mg/mL em comparação ao controle negativo, ficando acima do IC50 obtidopara seus controles positivos. A cisplatina apresentou IC50 abaixo do extrato de sálvia, porém para a obtenção do seu IC50aumentou-se o tempo de exposição em seis horas.Conclusões: Sugere-se que o extrato de Salvia officinalis L. tem atividade biológica em células tumorais, podendo serobjetivo de mais estudos com a finalidade de comprovar sua eficácia como possível agente para o tratamento do câncer.

Aims: To determine cell viability compared to the biological effect of Salvia officinalis L. extract on cultured tumor cells of the larynx (Hep-2) and in human hepatoma cells (HepG2). Methods: Tumor cells Hep-2 and HepG2 were grown in DMEM (Dulbecco’s Modified Eagle Medium) supplemented with 10% inactivated fetal bovine serum and 1% antibiotics (Penicillin/Streptomycin), incubated at 37°C and 5% CO2. In the second step they were plated (5×104 cells/mL) in 96 well plates during 24 hours to obtain 60-70% confluency, and treated with the hydroalcoholic extract of Salvia officinalis L., negative control with 80% ethanol (v/v) and positive control of hydrogen peroxide (H2O2), tert-butyl hydroperoxide (t-BOOH), doxorubicin and cisplatin. Cell viability was determined by MTT reduction (3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide). Results were analyzed by Tukey test using the SPSS v.19. Results: The hydroalcoholic extract of Salvia officinalis L. showed cytotoxic activity to tumor cells Hep-2 IC50 0,38±0.02 mg/mL for HepG2 IC50 0,54±0.03 mg/mL compared to negative control, staying above the IC50 obtained for their positive controls. Cisplatin showed IC50 below the extract of sage, but to obtain the IC50 exposure time was increased in six hours. Conclusions: The results of this study suggest that the extract of Salvia officinalis L. has biological activity against tumor cell; further studies are needed to confirm its efficacy and its potential role in cancer treatment.

Effects of irinotecan/5-fluorouracil combination on thymidylate synthase and cell cycle in human colon carcinoma cell line

Thymidylate synthase (TS) is responsible for the de novo synthesis of thymidylate,which is required for DNA synthesis and repair TS and is an important target for 5-fluorouracil (5-FU). In this study we investigated whether the greater cytotoxicity of irinotecan (CPT-11) followed by 5-FU in HT-29 and SNU-C4 cell lines was related to TSmRNA expression or activity. Thus, cells were exposed for 24 h to each drug, alone or in combination, and assessed for colony formation, TS catalytic activity, TS-mRNA expression and cell cycle distribution. Pre-treatment with CPT-11 at IC20 increased the 5-FU cytotoxicity in HT-29 and SNU-C4 cells. TS catalytic activity and TS-mRNA expression suggested that the differences in sensitivity to 5-FU among the cell lines were not correlated to TS profile. When we exposed cells to CPT-11 at IC20 and subsequently to 5-FU at IC50, the impact on TS activity and mRNA expression were the same as observed with 5-FU alone. CPT-11 induced G2/M arrest, while 5-FU arrested cells in S-phase in both cell lines. When cells were treated with CPT-11 followed by 5-FU we observed an increased in 5-FU-inducible S-phase arrest in both cell lines. Our findings suggested that the greater cytotoxicity of CPT-11/5-FU combination in HT-29 and SNU-C4 cell lines are not related to interference with thymidylate synthase.

Expression of the bacterial recA gene impairs genetic recombination and sporulation in a Saccharomyces cerevisiae diploid strain

The Escherichia coli RecA protein (RecAp) has been demonstrated to induce mutagenesis in yeast cells, although there is still little information on the role of the RecAp in yeast recombination events. We evaluated spontaneous and induced general recombination in vegetative and meiotic cells of the XS2316 strain of the yeast Saccharomyces cerevisiae bearing the recA gene. We found that RecAp decreased reciprocal recombination, gene conversion and intrachromosomal recombination and promoted an increase in error-prone processes in both vegetative and meiotic cells, while its negative effect on meiotic recombination blocked ascospore formation