RESUMO
BACKGROUND: Computed tomographies (CT) are useful for identifying muscle loss in non-small lung cancer (NSCLC) cachectic patients. However, we lack consensus on the best cutoff point for pectoralis muscle loss. We aimed to characterize NSCLC patients based on muscularity, clinical data, and the transcriptional profile from the tumor microenvironment to build a cachexia classification model. METHODS: We used machine learning to generate a muscle loss prediction model, and the tumor's cellular and transcriptional profile was characterized in patients with low muscularity. First, we measured the pectoralis muscle area (PMA) of 211 treatment-naive NSCLC patients using CT available in The Cancer Imaging Archive. The cutoffs were established using machine learning algorithms (CART and Cutoff Finder) on PMA, clinical, and survival data. We evaluated the prediction model in a validation set (36 NSCLC). Tumor RNA-Seq (GSE103584) was used to profile the transcriptome and cellular composition based on digital cytometry. RESULTS: CART demonstrated that a lower PMA was associated with a high risk of death (HR = 1.99). Cutoff Finder selected PMA cutoffs separating low-muscularity (LM) patients based on the risk of death (P-value = 0.003; discovery set). The cutoff presented 84% of success in classifying low muscle mass. The high risk of LM patients was also found in the validation set. Tumor RNA-Seq revealed 90 upregulated secretory genes in LM that potentially interact with muscle cell receptors. The LM upregulated genes enriched inflammatory biological processes. Digital cytometry revealed that LM patients presented high proportions of cytotoxic and exhausted CD8+ T cells. CONCLUSIONS: Our prediction model identified cutoffs that distinguished patients with lower PMA and survival with an inflammatory and immunosuppressive TME enriched with inflammatory factors and CD8+ T cells.
Assuntos
Neoplasias Pulmonares , Microambiente Tumoral , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/patologia , Tomografia Computadorizada por Raios X/métodos , Músculos Peitorais/patologiaRESUMO
Cancer cachexia (CC) is a multifactorial syndrome with an unknown etiology. The primary symptom is the progressive reduction of the body weight. Recently, down-regulation of adipogenic and lipogenic genes were demonstrated to be early affected during cachexia progression in adipose tissue (AT), resulting in AT remodeling. Thus, this study aimed to evaluate in a co-culture system the influence of the Lewis Lung Carcinoma (LLC) tumor cells (c/c-LLC) in an established pre-adipocyte cell line 3T3-L1 adipogenic capacity. c/c-LLC in the presence of 3T3-L1 caused a reduction in lipids accumulation, suggesting that secretory tumor cells products may affect adipogenesis. Interestingly, a very early (day 2) down-regulation of proliferator-activated receptor gamma (PPARγ) and CCAAT/enhancer-binding protein alpha (C/EBPα), followed by late genes (day 4 and 8), adiponectin, perilipin, and fatty acid-binding protein 4 (FABP4). Caspase-3 expression was increased on the last day of cell differentiation; it occurred in the expression of pro-inflammatory cytokines interleukin-6 (IL-6) and tumor necrosis factor alpha (TNF-α). Overall, our results suggest that LLC secretory products impair adipocyte differentiation in a co-culture system and increased apoptosis. In summary, our study has shown the inhibition of the adipogenic process in the 3T3-L1 co-culture system with LLC cells.
RESUMO
Adipocyte infiltration in the bone marrow follows chemotherapy or irradiation. Previous studies indicate that bone marrow fat cells inhibit hematopoietic stem cell function. Recently, Zhou et al. (2017) using state-of-the-art techniques, including sophisticated Cre/loxP technologies, confocal microscopy, in vivo lineage-tracing, flow cytometry, and bone marrow transplantation, reveal that adipocytes promote hematopoietic recovery after irradiation. This study challenges the current view of adipocytes as negative regulators of the hematopoietic stem cells niche, and reopens the discussion about adipocytes' roles in the bone marrow. Strikingly, genetic deletion of stem cell factor specifically from adipocytes leads to deficiency in hematopoietic stem cells, and reduces animal survival after myeloablation, The emerging knowledge from this research will be important for the treatment of multiple hematologic disorders. © 2017 International Society for Advancement of Cytometry.
Assuntos
Adipócitos/fisiologia , Células da Medula Óssea/fisiologia , Transplante de Medula Óssea , Adipócitos/transplante , Animais , Medula Óssea/fisiologia , Transplante de Medula Óssea/tendências , Células-Tronco Hematopoéticas/fisiologia , HumanosRESUMO
Cancer cachexia is a multifactorial syndrome characterized by body weight loss, atrophy of adipose tissue (AT) and systemic inflammation. However, there is limited information regarding the mechanisms of immunometabolic response in AT from cancer cachexia. Male Wistar rats were inoculated with 2 × 107 of Walker 256 tumor cells [tumor bearing (TB) rats]. The mesenteric AT (MeAT) was collected on d 0, 4, 7 (early stage), and 14 (cachexia stage) after tumor cell injection. Surgical biopsies for MeAT were obtained from patients who had gastrointestinal cancer with cachexia. Lipolysis showed an early decrease in glycerol release in TB d 4 (TB4) rats in relation to the control, followed by a 6-fold increase in TB14 rats, whereas de novo lipogenesis was markedly lower in the incorporation of glucose into fatty acids in TB14 rats during the development of cachexia. CD11b and CD68 were positive in TB7 and TB14 rats, respectively. In addition, we found cachexia stage results similar to those of animals in MeAT from patients: an increased presence of CD68+, iNOS2+, TNFα+, and HSL+ cells. In summary, translational analysis of MeAT from patients and an animal model of cancer cachexia enabled us to identify early disruption in Adl turnover and subsequent inflammatory response during the development of cancer cachexia.-Henriques, F. S., Sertié, R. A. L., Franco, F. O., Knobl, P., Neves, R. X., Andreotti, S., Lima, F. B., Guilherme, A., Seelaender, M., Batista, M. L., Jr. Early suppression of adipocyte lipid turnover induces immunometabolic modulation in cancer cachexia syndrome.
Assuntos
Adipócitos/metabolismo , Tecido Adiposo/metabolismo , Caquexia/etiologia , Caquexia/metabolismo , Metabolismo dos Lipídeos , Neoplasias/complicações , Neoplasias/metabolismo , Animais , Ácidos Graxos/metabolismo , Inflamação/metabolismo , Metabolismo dos Lipídeos/fisiologia , Masculino , Ratos WistarRESUMO
Cancer cachexia (CC) is a progressive metabolic syndrome that is marked by severe body weight loss. Metabolic disarrangement of fat tissues is a very early event in CC, followed by adipose tissue (AT) atrophy and remodelling. However, there is little information regarding the possible involvement of cellular turnover in this process. Thus, in this study, we evaluated the effect of CC on AT turnover and fibrosis of mesenteric (MEAT) and retroperitoneal (RPAT) adipose tissue depots as possible factors that contribute to AT atrophy. CC was induced by a subcutaneous injection of Walker tumour cells (2 × 107) in Wistar rats, and control animals received only saline. The experimental rats were randomly divided into four experimental groups: 0 days, 4 days, 7 days and 14 days after injection. AT turnover was analysed according to the Pref1/Adiponectin ratio of gene expression from the stromal vascular fraction and pro-apoptotic CASPASE3 and CASPASE9 from MEAT and RPAT. Fibrosis was verified according to the total collagen levels and expression of extracellular matrix genes. AT turnover was verified by measurements of lipolytic protein expression. We found that the Pref1/Adiponectin ratio was decreased in RPAT (81.85%, P < 0.05) with no changes in MEAT compared with the respective controls. CASPASE3 and CASPASE9 were activated on day 14 only in RPAT. Collagen was increased on day 7 in RPAT (127%) and MEAT (4.3-fold). The Collagen1A1, Collagen3A1, Mmp2 and Mmp9 mRNA levels were upregulated only in MEAT in CC. Lipid turnover was verified in RPAT and was not modified in CC. We concluded that the results suggest that CC affects RPAT cellular turnover, which may be determinant for RPAT atrophy.
Assuntos
Caquexia/metabolismo , Gordura Intra-Abdominal/metabolismo , Neoplasias/metabolismo , Animais , Peso Corporal/fisiologia , Caquexia/patologia , Caspase 3/metabolismo , Caspase 9/metabolismo , Gordura Intra-Abdominal/patologia , Masculino , Neoplasias/patologia , Ratos , Ratos WistarRESUMO
Adipose tissue inflammation plays a role in the etiology of many chronic diseases, and has been the focus of much attention in the context of obesity and metabolic syndrome. Similarly, during cancer cachexia, a syndrome that markedly increases cancer-associated morbidity and mortality, local adipose inflammation is reported in animal models and in patients, potentially contributing to the chronic systemic inflammation that constitutes the hallmark of this condition. We discuss, on the basis of information generated by obesity-related studies, the possible relation between adipose tissue inflammation and compromised steroid hormone secretion and action in cachexia.
Assuntos
Tecido Adiposo/metabolismo , Caquexia/metabolismo , Hormônios/metabolismo , Neoplasias/metabolismo , Esteroides/metabolismo , Animais , Caquexia/etiologia , Caquexia/imunologia , Humanos , Inflamação/metabolismo , Metabolismo dos Lipídeos , Macrófagos/fisiologia , Neoplasias/complicações , Neoplasias/imunologiaRESUMO
BACKGROUND: Recent studies show that the expression of inflammatory mediators, such as cytokines, is an important factor for the development and progression of heart failure (HF), especially in the presence of left ventricular dysfunction. These changes have been demonstrated both in the plasma and heart muscle and, more recently, in skeletal muscle of rats and in patients with HF. OBJECTIVE: To investigate the production and expression of tumor necrosis factor-alpha (TNF) and interleukin-10 (IL-10) in the soleus and the extensor digitorum longus (EDL) muscles of animals with left ventricular dysfunction after myocardial infarction (MI). METHODS: We used male Wistar rats that underwent ligation of the left coronary artery without reperfusion. Four weeks after this procedure, the animals underwent echocardiography and were divided into the following experimental groups: sham operated (sham) and IM. They remained under observation for a further period of 8 weeks. RESULTS: The level of the cytokine TNF-alpha increased by 26.5% (p <0.05), and its gene expression increased 3 times (p <0.01). The level of IL-10 decreased by 38.2% (p <0.05). Both changes occurred only in the soleus muscle, with no change in the EDL. The decrease (36.5%, p <0.05) in the IL-10/TNF-alpha ratio was due to both increased tissue levels of TNF-alpha and decreased tissue levels of IL-10. CONCLUSION: Our results showed significant changes in the IL-10/TNF-alpha ratio, which may have an additive role in the assessment of deterioration and progression of left ventricular dysfunction post-MI. Furthermore, our study suggests that these changes seem to be related to the muscle fiber type.
Assuntos
Interleucina-10/biossíntese , Músculo Esquelético/metabolismo , Infarto do Miocárdio/complicações , Fator de Necrose Tumoral alfa/biossíntese , Disfunção Ventricular Esquerda/metabolismo , Animais , Modelos Animais de Doenças , Interleucina-10/genética , Masculino , Modelos Animais , Ratos , Ratos Wistar , Fatores de Tempo , Fator de Necrose Tumoral alfa/genética , Função VentricularRESUMO
Over the past 50 years, the understanding of the deteriorative changes involved in the progression of heart failure (HF), initially described as resulting from changes in salt and fluid retention, or changes in hemodynamic parameters, have changed significantly. Recently, several studies conducted in HF patients showed altered plasma (or serum) levels of pro-inflammatory cytokines, such as tumor necrosis factor alpha (TNF-alpha), interleukins 1, 6, and 18, and cardiotropin-1, among other inflammatory markers. These changes were independent of HF etiology, suggesting a common pathogenic pathway. In response to these new findings, interventions to prevent and/or reduce these inflammatory changes have been proposed. The aerobic training-induced cardiovascular benefits of physical exercises performed at intensities ranging from mild to moderate have been previously reported. Moreover, it has been shown that moderate aerobic physical training seems to be able to modulate, in the presence of an abnormal chronic inflammatory condition, the overexpression of pro-inflammatory cytokines, soluble adhesion molecules, chemoattractant factors and oxidative stress. Altogether, these data indicate a possible anti-inflammatory effect induced by physical training. Therefore, this review aims to assess the role of physical training as an alternative non-pharmacological adjuvant to be administered in some pathological conditions in which TNF-alpha chronic changes are predominant, as in HF. The 'anti-inflammatory effect' induced by physical training seems to be primarily mediated by IL-10.