Machine Learning for the Prediction of Synchronous Organ-Specific Metastasis in Patients With Lung Cancer.

Background: This study aimed to develop an artificial neural network (ANN) model for predicting synchronous organ-specific metastasis in lung cancer (LC) patients. Methods: A total of 62,151 patients who diagnosed as LC without data missing between 2010 and 2015 were identified from Surveillance, Epidemiology, and End Results (SEER) program. The ANN model was trained and tested on an 75/25 split of the dataset. The receiver operating characteristic (ROC) curves, area under the curve (AUC) and sensitivity were used to evaluate and compare the ANN model with the random forest model. Results: For distant metastasis in the whole cohort, the ANN model had metrics AUC = 0.759, accuracy = 0.669, sensitivity = 0.906, and specificity = 0.613, which was better than the random forest model. For organ-specific metastasis in the cohort with distant metastasis, the sensitivity in bone metastasis, brain metastasis and liver metastasis were 0.913, 0.906 and 0.925, respectively. The most important variable was separate tumor nodules with 100% importance. The second important variable was visceral pleural invasion for distant metastasis, while histology for organ-specific metastasis. Conclusions: Our study developed a "two-step" ANN model for predicting synchronous organ-specific metastasis in LC patients. This ANN model may provide clinicians with more personalized clinical decisions, contribute to rationalize metastasis screening, and reduce the burden on patients and the health care system.

Cyclic mechanical strain with high-tensile triggers autophagy in growth plate chondrocytes.

BACKGROUND: Mechanical loading has been widely considered to be essential for growth plate to maintain metabolism and development. Cyclic mechanical strain has been demonstrated to induce autophagy, whereas the relationship between cyclic tensile strain (CTS) and autophagy in growth plate chondrocytes (GPCs) is not clear. The objective of this study was to investigate whether CTS can regulate autophagy in GPCs in vitro and explore the potential mechanisms of this regulation. METHODS: The 2-week-old Sprague-Dawley rat GPCs were subjected to CTS of varying magnitude and duration at a frequency of 2.0 Hz. The mRNA levels of autophagy-related genes were measured by RT-qPCR. The autophagy in GPCs was verified by transmission electron microscopy (TME), immunofluorescence and Western blotting. The fluorescence-activated cell sorting (FACS) was employed to detect the percentage of apoptotic and necrotic cells. RESULTS: In GPCs, CTS significantly increased the mRNA and protein levels of autophagy-related genes, such as LC3, ULK1, ATG5 and BECN1 in a magnitude- and time-dependent manner. There was no significant difference in the proportion of apoptotic and necrotic cells between control group and CTS group. The autophagy inhibitors, 3-methyladenine (3MA) and chloroquine (CQ) reversed the CTS-induced autophagy via promoting the formation of autophagosomes. Cytochalasin D (cytoD), an inhibitor of G-actin polymerization into F-actin, could effectively block the CTS-induced autophagy in GPCs. CONCLUSION: Cyclic mechanical strain with high-tensile triggers autophagy in GPCs, which can be suppressed by 3MA and CQ, and cytoskeletal F-actin microfilaments organization plays a key role in chondrocytes' response to mechanical loading.

Endogenous conversion of n-6 to n-3 polyunsaturated fatty acids facilitates the repair of cardiotoxin-induced skeletal muscle injury in fat-1 mice.

In this study, we investigated the beneficial effects of high endogenous levels of n-3 polyunsaturated fatty acids (PUFAs) on skeletal muscle repair and regeneration using a mouse cardiotoxin (CTX, 20 µM/200 µL) -induced gastrocnemius muscle injury model. Transgenic fat-1 mice expressing the Caenorhabditis elegans fat-1 gene, encoding n-3 fatty acid desaturase, showed higher n-3 PUFA levels and lower n-6/n-3 PUFA ratios in gastrocnemius muscle tissues. Hematoxylin and eosin and Masson's trichrome staining of gastrocnemius sections revealed increased muscle fiber size and reduced fibrosis in fat-1 mice on days 7 and 14 after CTX injections. Gastrocnemius muscle tissues from fat-1 mice showed reduced inflammatory responses and increased muscle fiber regeneration reflecting enhanced activation of satellite cells on day 3 after cardiotoxin injections. Gastrocnemius muscle tissues from cardiotoxin-treated fat-1 mice showed reduced levels of pro-apoptotic proteins (Caspase 3 and Bax) and increased levels of anti-apoptotic proteins (Bcl-2 and Survivin). Moreover, eicosapentaenoic acid (EPA) reduced the incidence of apoptosis among cardiotoxin-treated C2C12 mouse myoblasts. These findings demonstrate that higher endogenous n-3 PUFA levels in fat-1 mice enhances skeletal muscle repair and regeneration following cardiotoxin-induced injury.

Incidence and survival outcomes of secondary liver cancer: a Surveillance Epidemiology and End Results database analysis.

BACKGROUND: The global incidence and mortality rates of liver cancer, which is the second leading cause of cancer-related deaths worldwide, are increasing. However, information on its epidemiology and clinical prognosis is limited. This study aimed to characterize the epidemiology and prognostic factors of secondary liver cancer to aid in the pretreatment evaluation of the disease. METHODS: Patients diagnosed with secondary liver cancer between 2010 and 2014 in the Surveillance, Epidemiology, and End Results (SEER) database were retrospectively included. Kaplan-Meier analysis and Multivariate Cox regression analysis were performed to screen for significant factors associated with secondary liver cancer. RESULTS: A total of 85,738 secondary liver cancer patients were identified; in this population, the first primary site was the lung (25.9%), followed by the colorectum, pancreas, stomach, breast, and cecum. Patients with primary tumors of the colorectum, cecum and breast had longer median survival time. Advanced age, male gender, black race, poor differentiation or lack of differentiation, regional lymph node metastases, and presence of distant metastasis were associated with poor prognosis. CONCLUSIONS: In this study, novel findings on the role of the primary site and synchronous distant metastasis to specific organs in patients with secondary liver cancer were described. These findings have significant implications in clinical diagnosis and treatment, and provide a better understanding of secondary liver cancer in the general population.

Comprehensive proteomic analysis of exosomes derived from human bone marrow, adipose tissue, and umbilical cord mesenchymal stem cells.

BACKGROUND: Mesenchymal stem cell (MSC)-derived exosomes have shown comprehensive application prospects over the years. Despite performing similar functions, exosomes from different origins present heterogeneous characteristics and components; however, the relative study remains scarce. Lacking of a valuable reference, researchers select source cells for exosome studies mainly based on accessibility and personal preference. METHODS: In this study, exosomes secreted by MSCs derived from different tissues were isolated, by ultracentrifugation, and proteomics analysis was performed. A total of 1014 proteins were detected using a label-free method. RESULTS: Bioinformatics analysis revealed their shared function in the extracellular matrix receptor. Bone marrow MSC-derived exosomes showed superior regeneration ability, and adipose tissue MSC-derived exosomes played a significant role in immune regulation, whereas umbilical cord MSC-derived exosomes were more prominent in tissue damage repair. CONCLUSIONS: This study systematically and comprehensively analyzes the human MSC-derived exosomes via proteomics, which reveals their potential applications in different fields, so as to provide a reference for researchers to select optimal source cells in future exosome-related studies.

Efficacy of repair and reconstruction therapy for the treatment of lateral ankle ligament injury: A protocol of systematic review and meta-analysis.

BACKGROUND: In this study, we will explore the efficacy and safety of repair and reconstruction therapy (RRT) for patients with lateral ankle ligament injury (LALI). METHODS: Searches will be carried out in the Medline, EMBASE, Web of Science, Cochrane Library, PsycINFO, China National Knowledge Infrastructure, along with a comprehensive search of grey literature. All databases will be searched from inception to the March 1, 2020 with no restrictions to language and publication status. Two investigators will independently conduct selection of study, information collection, and risk of bias assessment, respectively. A third investigator will help to solve any different opinions between 2 investigators. RevMan 5.3 software will be utilized for statistical analysis. RESULTS: This study will assess the efficacy and safety of RRT for patients with LALI through assessing pain intensity, ankle function after ligament injury, time to return to work, time to return to sports, Tegner activity level, quality of life, and adverse events. CONCLUSION: This study summarizes latest evidence of RRT for patients with LALI and may provide guidance for clinical practice.Study registration number: INPLASY202040082.

Effect of Nalmefene on Delayed Neurocognitive Recovery in Elderly Patients Undergoing Video-assisted Thoracic Surgery with One Lung Ventilation.

The intravenous use of nalmefene has been found to exert neuroprotective effect in patients with severe traumatic brain injury and acute cerebral infarction; nonetheless, it is unknown whether nalmefene alleviates delayed neurocognitive recovery. Our purpose of the current research was to clarify the impact of nalmefene on delayed neurocognitive recovery in aged patients experiencing video-assisted thoracic surgery (VATS) with intraoperative use of one lung ventilation (OLV). The present study involved 120 patients undergoing selective VATS, randomized to accept low-dose nalmefene (N1 group, n=40), high-dose nalmefene (N2 group, n=40) or equal volume of physiologic saline (control group, n=40). A battery of neuropsychological tests were used to estimate cognitive function 1 day before surgery (t0) and 10 days after surgery or before discharge (t1). Regional cerebral oxygen saturation (rSO2) was detected 5 min before induction (t0), 5 min after induction (t1), 15 and 60 min after onset of OLV (t2 and t3), and 15 min after termination of OLV (t4). The plasma values of interleukin (IL)-1ß, IL-6, tumor necrosis factor (TNF)-α and adiponectin (ADP) were also detected prior to induction of anesthesia (T0), 1 h, 2 h and 6 h after surgery (T1, T2, T3). On t1, delayed neurocognitive recovery occurred in 5/40 (12.5%) patients of N1 group, in 5/40 (12.5%) patients of N2 group and in 13/40 (32.5%) patients of control group (P0.05). There were no statistical differences in rSO2 among three groups at different time points. At T1, T2 and T3, IL-1ß, IL-6 and TNF-α values significantly increased and ADP value significantly decreased (P0.05) in control group. In contrast, at T1, T2 and T3, IL-1ß, IL-6 and TNF-α values decreased and ADP value decreased less in N1 and N2 groups (P0.05). At T1, T2 and T3, IL-1ß, IL-6 and TNF-α concentrations presented a trend of N2 group N1 group control group and ADP presented a trend of N2 groupN1 groupcontrol group (P0.05). The result of our present research supports the hypothesis that the perioperative intravenous treatment with nalmefene to VATS with OLV ameliorates postoperative cognitive function and decreases the incidence of delayed neurocognitive recovery, most likely by suppression of inflammatory responses.

Correlation between Plasma D-Dimer Level and Severity and Prognosis in Patients Admitted at Emergency Department with Trauma.

BACKGROUND: To investigate the correlation between plasma D-dimer level and severity and prognosis of patients admitted to the emergency department with trauma. METHODS: A total of 168 trauma patients admitted to the department of emergency surgery of Shengzhou People's Hospital were included in this study. The general information was collected, and the plasma D-dimer level was measured within 24 hours after admission. Patients were divided into the mild traumatic group (ISS ≤ 16 points), the moderate traumatic group (16 < ISS ≤ 25 points), and the severe traumatic group (ISS > 25 points) according to the Injury Severity Score (ISS) evaluation. According to the results from a 28-day follow-up, plasma D-dimer levels were compared between the survival group and the death group. The correlation between plasma D-dimer levels and severity of trauma patients admitted to the emergency department (according to the ISS) was analyzed. The receiver operating characteristic (ROC) curve evaluated the predictive value of plasma D-dimer levels for prognosis in patients admitted to the emergency department with trauma. RESULTS: Plasma D-dimer levels successively increased from the mild traumatic group (2.51 ± 0.46 mg/L), the moderate traumatic group (4.09 ± 1.00 mg/L) to the severe traumatic group (6.58 ± 1.14 mg/L) (F = 0.659, p < 0.05). Plasma D-dimer levels were significantly and positively correlated with ISSs (r = 0.720, p < 0.001). The plasma D-dimer level in the survival group (3.72 ± 1.26 mg/L) was significantly lower than that in the death group (5.19 ± 0.87 mg/L) (t = 6.251, p < 0.001). According to the Youden index, the optimal cutoff value of plasma D-dimer was 4.00 mg/L, the AUC was 0.849, the standard error was 0.034, the 95% CI was 0.783 - 0.915, the sensitivity was 0.938, and the specificity was 0.603. CONCLUSIONS: Plasma D-dimer levels were positively correlated with the severity of patients with trauma admitted to the department of emergency surgery and can predict poor prognosis.

Decreased RIPK1 expression in chondrocytes alleviates osteoarthritis via the TRIF/MyD88-RIPK1-TRAF2 negative feedback loop.

Osteoarthritis (OA) is the most common degenerative joint disease and involves the loss of articular cartilage integrity, formation of articular osteophytes, remodeling of subchondral bone, and synovitis. Knockdown of receptor interacting serine/threonine kinase (RIPK) 1 leads to anti-inflammatory and anti-apoptotic effects. However, the involvement of RIPK1 in the pathogenesis of OA is unclear. Here, we evaluated the effect of RIPK1 on chondrocytes and elaborated the underlying molecular mechanism. Knockdown of RIPK1 protected chondrocytes against inflammation and apoptosis induced by interleukin (IL)-1ß in vitro and in vivo. RIPK1 was required for myeloid differentiation primary response 88 (MyD88)- and TIR-domain-containing adapter-inducing interferon b (TRIF)-mediated production of matrix metalloproteinases (MMPs) in OA. Moreover, overexpression of RIPK1 promoted the expression of tumor necrosis factor receptor-associated factor 2 (TRAF2), which blocked the expression and phosphorylation of RIPK1. Upregulation of TRAF2 decreased the expression of TRIF, MyD88, and MMPs in chondrocytes. Furthermore, knockdown of RIPK1 blocked activation of the nuclear factor-κB (NF-κB) and c-Jun N-terminal kinase (JNK) signaling pathways. In summary, knockdown of RIPK1 alleviated OA in a manner mediated by the TRIF/MyD88-RIPK1-TRAF2 negative feedback loop and activation of the NF-κB and JNK signaling pathways.

Peimine suppresses interleukin­1ß­induced inflammation via MAPK downregulation in chondrocytes.

Osteoarthritis (OA) is the most common type of degenerative joint disease and secreted inflammatory molecules serve a pivotal role in it. Peimine has been reported to have anti­inflammatory activity. In order to investigate the potential therapeutic role of Peimine in OA, mouse articular chondrocytes were treated with IL­1ß and different doses of Peimine in vitro. The data revealed that Peimine not only suppressed IL­1ß­induced production of nitric oxide (NO) and prostaglandin E2, but also reduced the protein levels of inducible NO synthase (iNOS) and cyclooxygenase­2 (COX­2). In addition, Peimine inhibited the IL­1ß­induced mRNA expression of matrix metalloproteinase (MMP)­1, MMP­3, MMP­9, MMP­13, a disintegrin and metalloproteinase with thrombospondin motifs (ADAMTS)­4 and ADAMTS­5. Furthermore, Peimine inhibited IL­1ß­induced activation of the mitogen­activated protein kinase (MAPK) pathway. The protective effect of Peimine on IL­1ß­treated chondrocytes was attenuated following activation of the MAPK pathway, as demonstrated by the increased expression levels of MMP­3, MMP­13, ADAMTS­5, iNOS and COX­2 compared with the Peimine group. The in vivo data suggested that Peimine limited the development of OA in the mouse model. In general, the data indicate that Peimine suppresses IL­1ß­induced inflammation in mouse chondrocytes by inhibiting the MAPK pathway, suggesting a promising therapeutic role for Peimine in the treatment of OA.

Suberoylanilide Hydroxamic Acid Triggers Autophagy by Influencing the mTOR Pathway in the Spinal Dorsal Horn in a Rat Neuropathic Pain Model.

Histone acetylation levels can be upregulated by treating cells with histone deacetylase inhibitors (HDACIs), which can induce autophagy. Autophagy flux in the spinal cord of rats following the left fifth lumber spinal nerve ligation (SNL) is involved in the progression of neuropathic pain. Suberoylanilide hydroxamic acid (SAHA), one of the HDACIs can interfere with the epigenetic process of histone acetylation, which has been shown to ease neuropathic pain. Recent research suggest that SAHA can stimulate autophagy via the mammalian target of rapamycin (mTOR) pathway in some types of cancer cells. However, little is known about the role of SAHA and autophagy in neuropathic pain after nerve injury. In the present study, we aim to investigate autophagy flux and the role of the mTOR pathway on spinal cells autophagy activation in neuropathic pain induced by SNL in rats that received SAHA treatment. Autophagy-related proteins and mTOR or its active form were assessed by using western blot, immunohistochemistry, double immunofluorescence staining and transmission electron microscopy (TEM). We found that SAHA decreased the paw mechanical withdrawal threshold (PMWT) of the lower compared with SNL. Autophagy flux was mainly disrupted in the astrocytes and neuronal cells of the spinal cord dorsal horn on postsurgical day 28 and was reversed by daily intrathecal injection of SAHA (n = 100 nmol/day or n = 200 nmol/day). SAHA also decreased mTOR and phosphorylated mTOR (p-mTOR) expression, especially p-mTOR expression in astrocytes and neuronal cells of the spinal dorsal horn. These results suggest that SAHA attenuates neuropathic pain and contributes to autophagy flux in astrocytes and neuronal cells of the spinal dorsal horn via the mTOR signaling pathway.

Necrostatin-1 Attenuates Trauma-Induced Mouse Osteoarthritis and IL-1ß Induced Apoptosis via HMGB1/TLR4/SDF-1 in Primary Mouse Chondrocytes.

Necrostatin-1 (Nec-1) is a specific small molecule inhibitor of receptor-interacting protein kinase 1 (RIPK1) that specifically inhibits phosphorylation of RIPK1. RIPK1 regulates inflammation and cell death by interacting with receptor-interacting serine/threonine protein kinases 3(RIPK3). We hypothesized that Nec-1 may have anti-inflammatory efficacy in patients with osteoarthritis (OA), as the pathophysiology of OA involves the activation of inflammation-related signaling pathways and apoptosis. In this study, we explored the effects of Nec-1 on interleukin (IL)-1ß-induced inflammation in mouse chondrocytes and the destabilised medial meniscus (DMM) mouse model. Inhibiting RIPK1 with Nec-1 dramatically suppressed catabolism both in vivo and in vitro, but did not inhibit changes in subchondral bone. Nec-1 abolished the in vitro increases in matrix metalloproteinase (MMP) and ADAM metallopeptidase with thrombospondin type 1 motif 5 (ADAMTs5) expression induced by IL-1ß. However, adding high-mobility group box 1 (HMGB1) partially abrogated this effect, indicating the essential role of HMGB1 and Nec-1 in the protection of primary chondrocytes. Furthermore, Nec-1 decreased the expression of Toll-like receptor 4 (TLR4) and stromal cell-derived factor-1 (SDF-1), and attenuated the interaction between TLR4 and HMGB1. Western blot results suggested that Nec-1 significantly suppressed IL-1ß-induced NF-κB transcriptional activity, but not MAPK pathway. Micro-computed tomography, immunohistochemical staining, and Safranin O/Fast Green staining were used in vivo to assess the degree of destruction of OA cartilage. The results show that NEC-1 can significantly reduce the degree of destruction of OA cartilage. Therefore, Nec-1 may be a novel therapeutic candidate to treat OA.

Effect of intra-abdominal volume increment on kidneys in minipigs with intra-abdominal hypertension after hemorrhagic shock and resuscitation.

BACKGROUND: To investigate the effect of intra-abdominal volume increment (IAVI) on intra-abdominal hypertension (IAH) in the kidneys. METHODS: Eight minipigs were successfully established as IAH models and were randomly divided into two groups: the IAVI group and the sham-operated group. The intravesicular pressure, inferior vena cava pressure and urine volume were measured before shock, 2 h after IAH, and 22 h after surgery, respectively. The following indices were measured: serum creatinine, urea nitrogen, renal cortical thickness, ratio of abdominal anteroposterior diameter/transverse diameter, renal thickness, diameter of the renal sinus and the wet/dry ratio of renal tissues. RESULTS: The intravesicular pressure (IVP) of the 8 minipig IAH models was calculated to be 21.16 ± 4.63 mmHg. There was a significant increase in the abdominal anteroposterior diameter/transverse diameter ratio. The minipigs in the IAVI group survived during the observational period, whereas 2 minipigs died at 18 h and 20 h in the sham-operated group. Twenty-two hours after surgery, the animals in the IAVI group displayed increased urinary volume (UV) and decreased Cr and Ur and remarkable decreases of VP and IVCP. After IAH, the renal cortical thickness and the renal thickness increased significantly. The renal wet/dry ratio in the sham-operated group was higher than that in the IAVI group. CONCLUSION: IAVI helps to control renal dysfunction after IAH, which may be related to lowering the intra-abdominal pressure, thus alleviating renal edema and blood stasis.