Most existing graph neural network-based methods for predicting miRNA-disease associations rely on initial association matrices to pass messages, but the sparsity of these matrices greatly limits performance. To address this issue and predict potential associations between miRNAs and diseases, we propose a method called strengthened hypergraph convolutional autoencoder (SHGAE). SHGAE leverages multiple layers of strengthened hypergraph neural networks (SHGNN) to obtain robust node embeddings.
View Article and Find Full Text PDFAccumulating evidence suggests that long non-coding RNAs (lncRNAs) are associated with various complex human diseases. They can serve as disease biomarkers and hold considerable promise for the prevention and treatment of various diseases. The traditional random walk algorithms generally exclude the effect of non-neighboring nodes on random walking.
View Article and Find Full Text PDFRecent studies have revealed that long noncoding RNAs (lncRNAs) are closely linked to several human diseases, providing new opportunities for their use in detection and therapy. Many graph propagation and similarity fusion approaches can be used for predicting potential lncRNA-disease associations. However, existing similarity fusion approaches suffer from noise and self-similarity loss in the fusion process.
View Article and Find Full Text PDFThe management of enterocutaneous fistulas (ECF) can be challenging because of massive fluid loss, which can lead to electrolyte imbalance, severe dehydration, malnutrition and sepsis. Nutritional support plays a key role in the management and successful closure of ECF. The principle of nutritional support for patients with ECF should be giving enteral nutrition (EN) priority, supplemented by parenteral nutrition if necessary.
View Article and Find Full Text PDFChin J Traumatol
December 2020
Intra-abdominal infection (IAI) is a deadly condition in which the outcome is associated with urgent diagnosis, assessment and management, including fluid resuscitation, antibiotic administration while obtaining further laboratory results, attaining precise measurements of hemodynamic status, and pursuing source control. This last item makes abdominal sepsis a unique treatment challenge. Delayed or inadequate source control is an independent predictor of poor outcomes and recognizing source control failure is often difficult or impossible.
View Article and Find Full Text PDFBackground: Intestinal fistula is one of the common complications of Crohn's disease (CD) that might require surgical treatment. The clinical characteristics and outcomes of CD with intestinal fistula are much different from CD alone. This study was to investigate whether the coagulation status of CD is changed by intestinal fistula.
View Article and Find Full Text PDFBackground: Cordyceps sinensis (C. sinensis), a traditional Chinese medicine, exhibits various pharmacological activities such as reparative, antioxidant, and apoptosis inhibitory effects. Intestinal barrier dysfunction plays a vital role in the progression of sepsis.
View Article and Find Full Text PDFBackground: Empiric broad-spectrum antimicrobial prophylaxis (AMP) may not be sufficient to minimize the risk of surgical site infections (SSIs) after definitive surgical treatment of gastrointestinal (GI) fistula. This study investigates whether AMP targeted toward fistula microbiology is associated with a lower risk of SSIs in GI fistula patients undergoing one-stage definitive surgery.
Methods: Fistula output was sampled from the abdominal fistula opening for microbial growth and drug sensitivity prior to surgery.
World J Gastroenterol
September 2014
Aim: To investigate whether the heat shock protein 70-2 (HSP70-2) polymorphism is associated with enterocutaneous fistulas in a Chinese population.
Methods: This study included 131 patients with enterocutaneous/enteroatmospheric fistulas. Patients with inflammatory bowel disease or other autoimmune diseases were excluded from this study.
Background: There is little information of non-perianal fistulating Crohn's disease in the consensus published by the European Crohn's and Colitis Organization in 2006 and 2010. This study was designed to demonstrate the clinical characteristics of non-perianal fistulating Crohn's disease among homogenous Chinese population.
Methods: One-hundred-and-eighty-four patients were retrospectively collected.
Chin Med J (Engl)
December 2010
Background: White blood cell count is an important index to the outcome of patients. In hospital, leukopenia is accompanied by high mortality, morbidity and treatment costs. However, in infectious diseases, the reasons responsible for leucopenia was not well elucidated.
View Article and Find Full Text PDFZhonghua Wei Chang Wai Ke Za Zhi
July 2011
Objective: To evaluate the liver injury in rats of abdominal infection complicated with abdominal compartment syndrome(ACS).
Methods: SD rats were divided into four groups, including the sham group, the abdominal infection group, the ACS group, and the abdominal infection plus ACS group (combination group). Rats were sacrificed at 1 h, 6 h, 12 h, 24 h after operation with 6 rats at each time point.
Zhonghua Wei Chang Wai Ke Za Zhi
July 2011
Objective: To study the effects of placement of double cannula using trocar puncture for intra-abdominal abscess drainage.
Methods: A retrospective study was performed to investigate the clinical data of 32 patients undergoing intra-abdominal abscess drainage with double cannula placed using trocar puncture between June 2010 and December 2010.
Techniques: the location and size of the abscess was evaluated by ultrasound and CT.
Zhonghua Wei Chang Wai Ke Za Zhi
July 2011
Objective: To study the impact of complicated intra-abdominal infections on albumin synthesis rate.
Methods: Eight patients with complicated intra-abdominal infections associated with intestinal fistula were admitted to the Research Institute of General Surgery at the Jinling Hospital between December 2009 and October 2010. Eight healthy volunteers matched for age, sex, and body mass index were enrolled as controls.
Objective: To evaluate the open and closed management treatment of liver injury in rats with sepsis and abdominal compartment syndrome (ACS).
Methods: The sepsis and ACS rats (n = 72) were randomized divided into two groups. One group used closed management (n = 36), the other accepted the open abdomen management (n = 36).
Zhonghua Wai Ke Za Zhi
June 2010
Objective: To evaluate protein loss in critically ill patients with acute renal failure during continuous veno-venous hemofiltration (CVVH) and analysis the major factor impacting protein clearance.
Methods: A analysis was carried out in eighteen (twelve male and six female) sepsis or severe acute pancreatitis patients with acute renal failure from September 2008 to September 2009. The average age was 45 years (39 - 62 years).
World J Gastroenterol
November 2008
Aim: To explore the effects of recombinant human growth hormone (rhGH) on intestinal mucosal epithelial cell proliferation and nutritional status in patients with enterocutaneous fistula.
Methods: Eight patients with enterocutaneous fistulas received recombinant human growth hormone (10 microg/d) for 7 d. Image analysis and immunohistochemical techniques were used to analyse the expression of proliferating cell nuclear antigen (PCNA) in intestinal mucosal epithelial cells in biopsy samples from the patients who had undergone an endoscopic biopsy through the fistula at day 0, 4 and 7.
Objective: To investigate the effects of enteral nutrition on intestinal intraepithelial lymphocytes and the barrier of mucus in patients with stomal type enteric fistulas.
Methods: Ten patients with stomal type enteric fistulas after long-term fasting were observed. They received enteral nutrition of 146 kJ.
Zhonghua Wei Chang Wai Ke Za Zhi
March 2005
Objective: To investigate the diagnosis and treatment of patients with Crohn disease (CD) complicated with gastrointestinal fistulae.
Methods: Clinical data of sixty-two cases with CD complicated with gastrointestinal fistula e from 1978 to 2004 were analyzed.
Results: These were 68 external fistulae in 6 2 patients including recurrent fistulae in 6 cases, internal fistulae in 8 cases .