Machine learning-based algorithm identifies key mitochondria-related genes in non-alcoholic steatohepatitis.

BACKGROUND: Evidence suggests that hepatocyte mitochondrial dysfunction leads to abnormal lipid metabolism, redox imbalance, and programmed cell death, driving the onset and progression of non-alcoholic steatohepatitis (NASH). Identifying hub mitochondrial genes linked to NASH may unveil potential therapeutic targets. METHODS: Mitochondrial hub genes implicated in NASH were identified via analysis using 134 algorithms. RESULTS: The Random Forest algorithm (RF), the most effective among the 134 algorithms, identified three genes: Aldo-keto reductase family 1 member B10 (AKR1B10), thymidylate synthase (TYMS), and triggering receptor expressed in myeloid cell 2 (TREM2). They were upregulated and positively associated with genes promoting inflammation, genes involved in lipid synthesis, fibrosis, and nonalcoholic steatohepatitis activity scores in patients with NASH. Moreover, using these three genes, patients with NASH were accurately categorized into cluster 1, exhibiting heightened disease severity, and cluster 2, distinguished by milder disease activity. CONCLUSION: These three genes are pivotal mitochondrial genes implicated in NASH progression.

A approach of gastric conduit via the anterior of pulmonary hilum route during minimally invasive McKeown esophagectomy.

BACKGROUND: The gastric conduit is the most commonly used replacement organ for reconstruction after minimally invasive McKeown esophagectomy. Although the optimal route of gastric conduit remains controversial, the posterior mediastinal route is physiologically preferable but is not without disadvantages. Here, we report the safety and efficacy of a method of gastric conduit reconstruction via the anterior of the pulmonary hilum route. METHODS: We have used the anterior of the pulmonary hilum route since 2021. This procedure involves pulling the gastric conduit up through a substernal tunnel between the right thoracic cavity and the abdominal cavity and passing it into the neck via the anterior of the pulmonary hilum route. In this retrospective study, we compared the clinical outcomes between 20 patients who underwent this procedure and 20 patients who underwent the posterior mediastinal route from 2021 to 2022. RESULTS: No mortality was reported in either group. No significant differences were observed between the two groups in duration of surgery, blood loss, incidence of postoperative complications, and postoperative hospital stay. As a result of the anterior of the pulmonary hilum route, the primary tumor bed and lymph node drainage area were effectively bypassed, which facilitates postoperative adjuvant radiotherapy or chemoradiotherapy. The distance of the gastric conduit accompanying the airway was significantly shorter in the anterior of the pulmonary hilum route group. CONCLUSIONS: Our method is considered to be a safe and useful technique for the reconstruction of gastric conduit.

Pylephlebitis combined with septic shock secondary to acute nonperforated appendicitis: a case report.

Pylephlebitis, which is a type of septic thrombophlebitis of the portal vein, is a rare and life-threatening complication that commonly occurs following appendicitis. However, nonspecific abdominal complaints and fever can impede the diagnosis of pylephlebitis. Timely use of appropriate antibiotics and anticoagulants is paramount for treating this condition. We present a case of pylephlebitis and septic shock caused by acute nonperforated appendicitis. A 32-year-old man presented with migratory right lower abdominal pain. Blood cultures showed the presence of Escherichia coli. Blood test results showed increased bilirubin concentrations and coagulation factor abnormalities. A computed tomographic abdominal scan showed that the portal vein had a widened intrinsic diameter. After intensive care treatment with antibiotics, antishock therapy, anticoagulants, and other supportive treatments, the infection was monitored, the abdominal pain disappeared, and the jaundice subsided. Laparoscopic appendectomy was performed. Histopathology showed acute suppurative appendicitis, and no abnormalities were observed during the follow-up period after discharge. A multidisciplinary approach is mandatory for the decision-making process in the presence of pylephlebitis caused by appendicitis to obtain a correct diagnosis and prompt treatment. Similarly, the timing of appendectomy is important for minimizing intra- and postoperative complications.

Machine learning-based integration identifies the ferroptosis hub genes in nonalcoholic steatohepatitis.

BACKGROUND: Ferroptosis, is characterized by lipid peroxidation of fatty acids in the presence of iron ions, which leads to cell apoptosis. This leads to the disruption of metabolic pathways, ultimately resulting in liver dysfunction. Although ferroptosis is linked to nonalcoholic steatohepatitis (NASH), understanding the key ferroptosis-related genes (FRGs) involved in NASH remains incomplete. NASH may be targeted therapeutically by identifying the genes responsible for ferroptosis. METHODS: To identify ferroptosis-related genes and develop a ferroptosis-related signature (FeRS), 113 machine-learning algorithm combinations were used. RESULTS: The FeRS constructed using the Generalized Linear Model Boosting algorithm and Gradient Boosting Machine algorithms exhibited the best prediction performance for NASH. Eight FRGs, with ZFP36 identified by the algorithms as the most crucial, were incorporated into in FeRS. ZFP36 is significantly enriched in various immune cell types and exhibits significant positive correlations with most immune signatures. CONCLUSION: ZFP36 is a key FRG involved in NASH pathogenesis.

Transarterial embolization followed by staged hepatectomy versus emergency hepatectomy for ruptured HCC: a meta-analysis

Background To compare the efficacy and safety between emergency hepatectomy (EH) and emergency transarterial embolization (TAE) followed by staged hepatectomy (SH) in the treatment of spontaneous ruptured hepatocellular carcinoma (rHCC). Methods Databases (PubMed, EMBASE, Web of science, Cochrane Library, ClinicalTrial.gov, CNKI, Wanfang and VIP) were searched for all relevant comparative studies from January 2000 to October 2020. Odds ratio (OR) and mean difference (MD) with 95% confidence interval (CI) were pooled for dichotomous and continuous variables, respectively. Subgroup analyses based on the kind of embolization were conducted. RevMan 5.3 software was adopted for meta-analysis. Results Eighteen studies with 871 patients were finally included in this meta-analysis, 448 in EH group and 423 in TAE + SH group. No significant difference was observed in successful hemostasis (P = 0.42), postoperative hospital stay (P = 0.12), complication rate (P = 0.08) between EH and TAE + SH group. However, TAE + SH group was associated with shorter operating time (P < 0.00001), fewer perioperative blood loss (P = 0.007), fewer blood transfusion (P = 0.003), lower in-hospital mortality (P < 0.00001) and higher 1-year survival as well as 3-year survival (P < 0.0001; P = 0.003) compared with EH group. Conclusion Compared with EH, TAE + SH could reduce perioperative operating time, blood loss, blood transfusion, mortality rate and increase the long-term survival rate of the rHCC patients, which may be a better treatment for resectable rHCC (AU)

Meta-analysis of cryoablation versus radiofrequency ablation in the treatment of malignant liver tumors.

OBJECTIVE: A meta-analysis was conducted to assess the efficacy and safety of cryoablation (CRA) compared with radiofrequency ablation (RFA). METHODS: A systematic search of PubMed, EMBASE, Cochrane Library, Wanfang, CNKI, and VIP databases was conducted to identify clinical controlled studies comparing CRA versus RFA for hepatic malignancies up to July 2022. The meta-analysis was performed using RevMan 5.3. RESULTS: A comprehensive analysis was conducted on 8 clinical controlled studies involving a total of 943 patients. There were no significant differences in the incidence of complications, complete ablation of lesions, local recurrence, and 1-year survival between the CRA and RFA groups (OR = 0.98, 95%CI: 0.61-1.55, p = 0.92; OR = 1.08, 95%CI: 0.62-1.90, p = 0.78; OR = 1.28, 95%CI: 0.49-3.36, p = 0.61; and OR = 1.14, 95%CI: 0.63-2.06, p = 0.66, respectively). CONCLUSION: The efficacy and safety profile of CRA was comparable to that of RFA in the context of ablation therapy for hepatic malignancies. These findings suggested that CRA may be a valuable alternative to RFA in the treatment of hepatic malignancies.

Transarterial embolization followed by staged hepatectomy versus emergency hepatectomy for ruptured HCC: a meta-analysis.

BACKGROUND: To compare the efficacy and safety between emergency hepatectomy (EH) and emergency transarterial embolization (TAE) followed by staged hepatectomy (SH) in the treatment of spontaneous ruptured hepatocellular carcinoma (rHCC). METHODS: Databases (PubMed, EMBASE, Web of science, Cochrane Library, ClinicalTrial.gov, CNKI, Wanfang and VIP) were searched for all relevant comparative studies from January 2000 to October 2020. Odds ratio (OR) and mean difference (MD) with 95% confidence interval (CI) were pooled for dichotomous and continuous variables, respectively. Subgroup analyses based on the kind of embolization were conducted. RevMan 5.3 software was adopted for meta-analysis. RESULTS: Eighteen studies with 871 patients were finally included in this meta-analysis, 448 in EH group and 423 in TAE + SH group. No significant difference was observed in successful hemostasis (P = 0.42), postoperative hospital stay (P = 0.12), complication rate (P = 0.08) between EH and TAE + SH group. However, TAE + SH group was associated with shorter operating time (P < 0.00001), fewer perioperative blood loss (P = 0.007), fewer blood transfusion (P = 0.003), lower in-hospital mortality (P < 0.00001) and higher 1-year survival as well as 3-year survival (P < 0.0001; P = 0.003) compared with EH group. CONCLUSION: Compared with EH, TAE + SH could reduce perioperative operating time, blood loss, blood transfusion, mortality rate and increase the long-term survival rate of the rHCC patients, which may be a better treatment for resectable rHCC.

Inhibition of Acetylcholine Expression in the Tumor Microenvironment by Mustard Oil: A Potential Strategy to Retard Colon Cancer Progression.

Objective: This study aims to investigate the potential of mustard oil-induced reduction in acetylcholine expression as a means to delay the progression of colon cancer within the internal environment. Methods: The study design in this research involved both in vitro cellular experiments and in vivo animal experiments to employ mustard oil to modulate acetylcholine expression levels and evaluate its impact on colon cancer. Cellular experiments involved the introduction of six concentrations of acetylcholine (10-2, 10-3, 10-4, 10-5, 10-6, and 10-7 mol/L) into colon cancer cell cultures to monitor cell proliferation. Animal experiments encompassed the subcutaneous CT26 colon cancer cells implantation into 28 Balb/c mice, divided into experimental and control groups. After tumor establishment, both groups were fed standard diets for two weeks. Serum acetylcholine concentrations were measured from eye blood samples. Additionally, Balb/c mice were inoculated with CT26-derived colon cancer cells and further categorized into experimental and control groups. A total of 14 mice comprised each group, with experimental mice fed mustard oil and control mice fed soybean oil. Post two weeks, serum acetylcholine expression in both groups was assessed. After sacrifice, subcutaneous tumors were excised, and tumor dimensions were measured using a Vernier scale. Results: Acetylcholine concentration augmentation in the culture medium corresponded to gradual cell proliferation escalation, peaking at 10-5 mol/L, exhibiting statistical significance. Comparative analysis revealed significantly elevated relative acetylcholine expression levels in Balb/c mice with tumor-bearing colon cancers compared to normal Balb/c mice. Experimental group mice exhibited substantially lower serum acetylcholine concentrations than control group mice. Mustard oil administration effectively curtailed acetylcholine expression in normal Balb/c mice, consequently retarding tumor growth. These findings underscore mustard oil's potential to diminish serum acetylcholine expression, thereby delaying colon cancer progression. Conclusions: This study suggests that mustard oil's modulation of acetylcholine expression within the internal environment holds the potential for impeding colon cancer growth.

The mushroom body development and learning ability of adult honeybees are influenced by cold exposure during their early pupal stage.

The honeybees are the most important pollinator in the production of crops and fresh produce. Temperature affects the survival of honeybees, and determines the quality of their development, which is of great significance for beekeeping production. Yet, little was known about how does low temperature stress during development stage cause bee death and any sub-lethal effect on subsequent. Early pupal stage is the most sensitive stage to low temperature in pupal stage. In this study, early pupal broods were exposed to 20°C for 12, 16, 24, and 48 h, followed by incubation at 35°C until emergence. We found that 48 h of low temperature duration cause 70% of individual bees to die. Although the mortality at 12 and 16 h seems not very high, the association learning ability of the surviving individuals was greatly affected. The brain slices of honeybees showed that low temperature treatment could cause the brain development of honeybees to almost stop. Gene expression profiles between low temperature treatment groups (T24, T48) and the control revealed that 1,267 and 1,174 genes were differentially expressed respectively. Functional enrichment analysis of differentially expressed genes showed that the differential expression of Map3k9, Dhrs4, and Sod-2 genes on MAPK and peroxisome signaling pathway caused oxidative damage to the honeybee head. On the FoxO signal pathway, InsR and FoxO were upregulated, and JNK, Akt, and Bsk were downregulated; and on the insect hormone synthesis signal pathway, Phm and Spo genes were downregulated. Therefore, we speculate that low temperature stress affects hormone regulation. It was detected that the pathways related to the nervous system were Cholinergic synapse, Dopaminergic synapse, GABAergic synapse, Glutamatergic synapse, Serotonergic synapse, Neurotrophin signaling pathway, and Synaptic vesicle cycle. This implies that the synaptic development of honeybees is quite possibly greatly affected by low temperature stress. Understanding how low temperature stress affects the physiology of bee brain development and how it affects bee behavior provide a theoretical foundation for a deeper comprehension of the temperature adaptation mechanism that underlies the "stenothermic" development of social insects, and help to improve honeybee management strategies to ensure the healthy of colony.

WGCNA based identification of hub genes associated with cold response and development in Apis mellifera metamorphic pupae.

Honeybee is a crucial pollinator in nature, and plays an indispensable role in both agricultural production and scientific research. In recent decades, honeybee was challenged with health problems by biotic and abiotic stresses. As a key ecological factor, temperature has been proved to have an impact on the survival and production efficiency of honeybees. Previous studies have demonstrated that low temperature stress can affect honeybee pupation and shorten adult longevity. However, the molecular mechanism underlying the effects of low temperatures on honeybee growth and development during their developmental period remain poorly understood. In this paper, the weighted gene co-expression analysis (WGCNA) was employed to explore the molecular mechanisms underpinnings of honeybees' respond to low temperatures (20°C) during four distinct developmental stages: large-larvae, prepupae, early-pupae and mid-pupae. Through an extensive transcriptome analysis, thirteen gene co-expression modules were identified and analyzed in relation to honeybee development and stress responses. The darkorange module was found to be associated with low temperature stress, with its genes primarily involved in autophagy-animal, endocytosis and MAPK signaling pathways. Four hub genes were identified within this module, namely, loc726497, loc409791, loc410923, and loc550857, which may contribute to honeybee resistance to low temperature and provide insight into the underlying mechanism. The gene expression patterns of grey60 and black modules were found to correspond to the developmental stages of prepupae and early-pupae, respectively, with the hub genes loc409494, loc725756, loc552457, loc726158, Ip3k and Lcch3 in grey60 module likely involved in brain development, and the hub genes loc410555 in black module potentially related to exoskeleton development. The brown module genes exhibited a distinct pattern of overexpression in mid-pupae specimens, with genes primarily enriched in oxidative phosphorylation, citrate cycle and other pathways, which may be related to the formation of bee flying muscle. No related gene expression module was found for mature larvae stage. These findings provide valuable insights into the developmental process of honeybees at molecular level during the capped brood stage.

Origins of the Photocurrent Multiplication Effect in the Polythiophene-Based Photodetectors.

The photocurrent multiplication (PM) effect has been used to boost the device performance of polymer-based photodetectors (PDs), but its origin is rarely addressed. In this study, the origins of the PM effect in polymer PDs based on the P3HT:PC71 BM bulk heterojunction (BHJ) composite thin film, where P3HT is poly(3-hexylthiophene), and PC71 BM is [6,6]phenyl-C71 -butyric acid methyl ester, through both computational simulation and experimental investigation are reported. Systematic studies indicate that two key factors play an important role in the realization of the PM effect in polymer PDs. One factor is the work function of the metal electrode, and the other is the PC71 BM aggregations at the interface between the P3HT:PC71 BM BHJ composite thin film and the metal electrode. Moreover, the results from both experimental and computational simulation indicate that the values of the current density under light illumination minus the current density in the dark of polymer PDs are increased simultaneously along with the reduction of the thickness of the P3HT:PC71 BM BHJ composite thin film. The results provide an understanding of the PM effect in polymer PDs and guidance for the development of high-performance polymer PDs based on BHJ composite thin film.

The Survival and Prognosis Characteristics of Primary Esophageal Small-Cell Carcinoma.

Objective: To comprehensively explore the survival characteristics of primary esophageal small-cell carcinoma (PSCCE) and identify the main factors affecting the prognosis. Methods: The clinical and follow-up data of PSCCE patients admitted to the Fourth Hospital of Hebei Medical University from 2006 to 2010 were retrospectively analyzed. The primary endpoint was five-year survival. Survival curves were drawn using the Kaplan-Meier method, and log-rank test was used to compare the differences in survival rates among the groups. Cox regression models were used to analyze prognostic factors. Results: A total of 119 eligible patients were retrieved. Median survival was 27 months (3-100 months). Changes in overall survival (OS) in PSCCE patients were associated with TNM stage (P = 0.007), T stage (P = 0.049), and lymph node metastasis (P = 0.004). When TNM was in stage I-IIb, lymph node metastasis (P = 0.003) or combined adjuvant therapy (P = 0.004) was an independent factor affecting OS. Survival analysis showed that TNM staging had no predictive value for 5-year survival time or disease-free survival (DFS) of PSCCE (P > 0.05). Conclusion: TNM stage, T stage, and lymph node metastasis were related to the survival of patients. Negative lymph node metastasis and treatment are independent prognostic factors in PSCCE TNM stage I-IIb patients.

The clinical prognostic value of long noncoding RNA HAND2-AS1 in cancer patients: A study based on meta-analysis and TCGA data (PRISMA).

BACKGROUND: The heart and neural crest derivatives expressed 2 antisense RNA 1 (HAND2-AS1) is a novel long noncoding RNA aberrantly expressed in human malignancies. We aimed to analyze the available data to evaluate the clinical prognostic significance of HAND2-AS1 in tumors. METHODS: In this meta-analysis, electronic databases, including PubMed Cochrane Library, EMBASE, Medline, Web of Science, CNKI, and Wanfang, were searched from their inception up to December 1, 2021. The pooled hazard ratios (HRs) or odds ratios (ORs) with 95% confidence intervals (95% CIs) were calculated to assess the relationship of HAND2-AS1expression level with prognosis and clinicopathological features in cancer patients. The publication bias was identified by Begg's test, and the sensitivity analysis was also performed. RESULTS: A total of 10 articles with 615 patients were included in the present meta-analysis. The combined results revealed that low expression of HAND2-AS1 was associated with poor overall survival (OS) (HR = 0.48, 95% CI: 0.36-0.64, P < .001) in a variety of cancers. In addition, the decrease in HAND2-AS1 expression was also correlated with poor differentiation (OR = 4.36, 95% CI: 2.15-8.87, P < .001) and lymph node metastasis (OR = 0.26, 95% CI: 0.13-0.54, P < .001). The cancer genome atlas (TCGA) dataset further demonstrated that low expression of HAND2-AS1 was associated with poor OS and disease-free survival. CONCLUSIONS: Our results of this meta-analysis indicated that HAND2-AS1 may be a prognostic marker and even a therapeutic target for human cancer.

Development and validation of a nomogram for prediction of cervical lymph node metastasis in middle and lower thoracic esophageal squamous cell carcinoma.

BACKGROUND: Estimates of cervical lymph node (LN) metastasis in patients with middle and lower thoracic esophageal squamous cell carcinoma (ESCC) are important. A nomogram is a useful tool for individualized prediction. METHODS: A total of 235 patients were enrolled in this study. Univariate and multivariate analyses were performed to screen for independent risk factors and construct a nomogram to predict the risk of cervical LN metastasis. The nomogram performance was assessed by discrimination, calibration, and clinical use. RESULTS: Totally, four independent predictors, including the maximum diameter of tumor, paraesophageal lymph node status, recurrent laryngeal nerve lymph node status, and the CT-reported cervical LN status, were enrolled in the nomogram. The AUC of the nomogram model in the training and validation dataset were 0.833 (95% CI 0.762-0.905), 0.808 (95% CI 0.696-0.920), respectively. The calibration curve demonstrated a strong consistency between nomogram and clinical findings in predicting cervical LN metastasis. Decision curve analysis demonstrated that the nomogram was clinically useful. CONCLUSION: We developed a nomogram that could be conveniently used to predict the individualized risk of cervical LN metastasis in patients with middle and lower thoracic ESCC.

Gut Microbiota Alteration Influences Colorectal Cancer Metastasis to the Liver by Remodeling the Liver Immune Microenvironment.

Background/Aims: This study aimed to explore the effect of gut microbiota-regulated Kupffer cells (KCs) on colorectal cancer (CRC) liver metastasis. Methods: A series of in vivo and in vitro researches were showed to demonstrate the gut microbiota and its possible mechanism in CRC liver metastasis. Results: Fewer liver metastases were identified in the ampicillin-streptomycin-colistin and colistin groups. Increased proportions of Parabacteroides goldsteinii, Bacteroides vulgatus, Bacteroides thetaiotaomicron, and Bacteroides uniformis were observed in the colistin group. The significant expansion of KCs was identified in the ampicillin-streptomycin-colistin and colistin groups. B. vulgatus levels were positively correlated with KC levels. More liver metastases were observed in the vancomycin group. An increased abundance of Parabacteroides distasonis and Proteus mirabilis and an obvious reduction of KCs were noted in the vancomycin group. P. mirabilis levels were negatively related to KC levels. The number of liver metastatic nodules was increased in the P. mirabilis group and decreased in the B. vulgatus group. The number of KCs decreased in the P. mirabilis group and increased in the B. vulgatus group. In vitro, as P. mirabilis or B. vulgatus doses increased, there was an opposite effect on KC proliferation in dose- and time-dependent manners. P. mirabilis induced CT26 cell migration by controlling KC proliferation, whereas B. vulgatus prevented this migration. Conclusions: An increased abundance of P. mirabilis and decreased amount of B. vulgatus play key roles in CRC liver metastasis, which might be related to KC reductions in the liver.

Dynamics of the threshold model on hypergraphs.

The threshold model has been widely adopted as a prototype for studying contagion processes on social networks. In this paper, we consider individual interactions in groups of three or more vertices and study the threshold model on hypergraphs. To understand how high-order interactions affect the breakdown of the system, we develop a theoretical framework based on generating function technology to derive the cascade condition and the giant component of vulnerable vertices, which depend on both hyperedges and hyperdegrees. First, we find a dual role of the hyperedge in propagation: when the average hyperdegree is small, increasing the size of the hyperedges may make the system fragile, while the average hyperdegree is relatively large, the increase of the hyperedges causes the system to be robust. Then, we identify the effects of threshold, hyperdegree, and hyperedge heterogeneities. The heterogeneity of individual thresholds causes the system to be more fragile, while the heterogeneity of individual hyperdegrees or hyperedges increases the robustness of the system. Finally, we show that the higher hyperdegree a vertex has, the larger possibility and faster speed it will get activated. We verify these results by simulating meme spreading on both random hypergraph models and hypergraphs constructed from empirical data.

Computed tomography-guided coil localization for scapular-blocked lung nodules.

PURPOSE: To investigate the clinical efficacy, feasibility, and safety of the preoperative computed tomography (CT)-guided coil localization (CL) approach for scapula-blocked lung nodules (SBLNs). MATERIAL AND METHODS: A total of 123 patients with LNs were treated via CT-guided CL and subsequent VATS-guided wedge resection from January 2015 to June 2020. Of these patients, 12 (9.8%) exhibited SBLNs and underwent CT-guided CL. Technical success of localization and video-assisted thoracoscopic surgery (VATS)-guided wedge resection, and localization-related complications were recorded and analyzed. RESULTS: The technical success rate of CT-guided CL was 100%. Each patient was placed with one coil. The mean duration of CT-guided CL was 14.7 ± 2.7 min. One patient (8.3%) developed asymptomatic pneumothorax, which has not impacted the subsequent VATS procedure. Successful VATS-guided wedge resection of these SBLNs was achieved in all patients, with no instances of conversion to thoracotomy. Additional lobectomy was performed in three patients. The mean duration of the VATS procedure and blood loss were 143.8 ± 95.5 min and 110.0 ± 82.0 ml, respectively. CONCLUSIONS: The approach of CT-guided CL could be safely and easily utilized to facilitate high rates of success when conducting the VATS-guided wedge resection of SBLNs.

An updated meta-analysis of partial splenic embolization versus splenectomy in the treatment of hypersplenism due to cirrhosis.

OBJECTIVE: To evaluate the efficacy and safety of partial splenic embolization (PSE) versus splenectomy (SP) for hypersplenism. MATERIAL AND METHODS: Pubmed, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang, and Chinese Science and Technology Periodical Database (VIP) databases were systematically searched to identify all relevant studies. Stratified meta-analysis was also conducted to control the influence of confounding factors on the research results. RESULTS: Twenty-three studies comparing PSE with SP involving a total of 1849 hypersplenism patients were selected. Postoperative increased level of platelet (PLT) [mean difference (MD) = -65.51; 95% confidence interval (CI), -81.33 to -41.69; p < .00001] were better in SP than in PSE; however, PSE was associated with less operation time (MD = -53.47; 95% CI, -65.01 to -41.94; p < .00001), less intraoperative blood loss (MD = -61.58; 95% CI, -80.35 to -42.82; p < .00001), shorter hospital stay (MD = -2.98;95% CI, -4.07 to -1.88; p < .00001) and lower complication rate [odds ratio (OR) = 0.53; 95% CI, 0.32 to 0.90; p = .02] compared with the SP. Meanwhile, there was no significant difference in postoperative increased level of white blood cells (WBC) (MD = -1.02; 95% CI, -2.16 to 0.11; p = .08) and postoperative increased level of hemoglobin (HB) (MD = -4.09; 95% CI, -14.06 to 5.88; p = .42) between PSE and SP group. CONCLUSION: PSE had similar efficacy with SP in improving postoperative PLT, WBC, and HB levels. Moreover, PSE had the advantages of less trauma and fewer complications as well as faster recovery when compared with SP. Therefore, we tended to be cautious about SP and considered that patients with hypersplenism might benefit more from PSE.

Identifying Tumor-Associated Genes from Bilayer Networks of DNA Methylation Sites and RNAs.

Network theory has attracted much attention from the biological community because of its high efficacy in identifying tumor-associated genes. However, most researchers have focused on single networks of single omics, which have less predictive power. With the available multiomics data, multilayer networks can now be used in molecular research. In this study, we achieved this with the construction of a bilayer network of DNA methylation sites and RNAs. We applied the network model to five types of tumor data to identify key genes associated with tumors. Compared with the single network, the proposed bilayer network resulted in more tumor-associated DNA methylation sites and genes, which we verified with prognostic and KEGG enrichment analyses.