Unimolecular dissociation of C6H6-C6H5Cl, C6H6-C6H3Cl3, and C6H6-C6Cl6 complexes using machine learning approach.

The application of Machine Learning (ML) algorithms in chemical sciences, particularly computational chemistry, is a vastly emerging area of modern research. While many applications of ML techniques have already been in place to use ML based potential energies in various dynamical simulation studies, specific applications are also being successfully tested. In this work, the ML algorithms are tested to calculate the unimolecular dissociation time of benzene-hexachlorobenzene, benzene-trichlorobenzene, and benzene-monochlorobenzene complexes.

Microbial Biosurfactant as an Alternate to Chemical Surfactants for Application in Cosmetics Industries in Personal and Skin Care Products: A Critical Review.

Cosmetics and personal care items are used worldwide and administered straight to the skin. The hazardous nature of the chemical surfactant utilized in the production of cosmetics has caused alarm on a global scale. Therefore, bacterial biosurfactants (BS) are becoming increasingly popular in industrial product production as a biocompatible, low-toxic alternative surfactant.

Integrative analysis of chemical properties and functions of drugs for adverse drug reaction prediction based on multi-label deep neural network.

The prediction of adverse drug reactions (ADR) is an important step of drug discovery and design process. Different drug properties have been employed for ADR prediction but the prediction capability of drug properties and drug functions in integrated manner is yet to be explored. In the present work, a multi-label deep neural network and MLSMOTE based methodology has been proposed for ADR prediction.

Performance Analysis of Deep Learning Models for Binary Classification of Cancer Gene Expression Data.

The classification of patients as cancer and normal patients by applying the computational methods on their gene expression profiles is an extremely important task. Recently, deep learning models, mainly multilayer perceptron and convolutional neural networks, have gained popularity for being applied on this type of datasets. This paper aims to analyze the performance of deep learning models on different types of cancer gene expression datasets as no such consolidated work is available.

Prevalence and Determinants of Early Initiation (EI), Exclusive Breastfeeding (EBF), and Prelacteal Feeding among Children Aged 0-24 Months in Slums of Pune City, in Maharashtra.

Infant and young child feeding practices remain a public health challenge in India. We determined the socio-demographic risk factors for early initiation, exclusive breastfeeding and prelacteal feeding in the urban slums of Pune city.A cross sectional survey of mother (=1443) children (< 2 years) dyads was performed.

Clustering-Based Hybrid Approach for Identifying Quantitative Multidimensional Associations Between Patient Attributes, Drugs and Adverse Drug Reactions.

The activity of post-marketing surveillance results in a collection of large amount of data. The analysis of data is very useful for raising early warnings on possible adverse reactions of drugs. Association rule mining techniques have been heavily explored by the research community for identifying binary association between drugs and their adverse effects.

Integrative Analysis of Multi-Genomic Data for Kidney Renal Cell Carcinoma.

Accounting for nine out of ten kidney cancers, kidney renal cell carcinoma (KIRC) is by far the most common type of kidney cancer. In view of limited and ineffective available therapies, understanding the genetic basis of disease becomes important for better diagnosis and treatment. The present studies are based on a single type of genomic data.

Molecular characterization of Indian isolate of peanut mottle virus and immunodiagnosis using bacterial expressed core capsid protein.

Peanut mottle virus (PeMoV), a seed borne potyvirus was recorded in India in 1978, however the virus was not characterized at molecular level. In the present study, an isolate of PeMoV infecting peanut in southern India was characterized based on host reactions and coat protein (CP) gene sequence, which revealed that the Indian isolate was very close to a peanut isolate reported from Israel and distinct from pea isolate reported from USA. The core region of CP gene that contained majority of the predicted epitopes was successfully expressed (1.

Highly efficient immunodiagnosis of Large cardamom chirke virus using the polyclonal antiserum against Escherichia coli expressed recombinant coat protein.

Large cardamom chirke virus (LCCV), genus Macluravirus, family Potyviridae is an important constrain in large cardamom production in India. Purification of LCCV from large cardamom tissues is difficult and therefore immunodiagnostic reagents are not available. In the present study, we have successfully expressed coat protein (CP) gene of LCCV in Escherichia coli.

Experimental study of the evaluation of liver function on the opposite side during portacaval anastomosis and ligation of the left portal branch.

Background: Hepatocellular carcinoma is likely to accompany liver cirrhosis in which the portal pressure increases with portasystemic shunt. When portal tumor thrombus is present in the primary bifurcation, blood flow differs between the thrombolic lobe and the non-thrombolic lobe. In those cases, it is difficult to evaluate exactly residual liver function by conventional test.

Clarification of risk factors for hepatectomy in patients with hepatocellular carcinoma.

Background/aims: Hepatic resection is still associated with a higher morbidity than other major abdominal surgery. The aim of this study was to define risk factors for postoperative morbidity, and to evaluate the plasma cytokine pattern to detect early postoperative infection in patients with hepatocellular carcinoma.

Methodology: One hundred and thirty-nine hepatic resections for hepatocellular carcinoma over a 10-year period from 1987 to 1997 were performed.

Differential diagnosis of small hepatocellular carcinoma and borderline lesions and therapeutic strategy.

Background/aims: To investigate imaging characteristics and surgical results of adenomatous hyperplasia and early-stage hepatocellular carcinoma.

Methodology: A retrospective study set in the First Department of Surgery, University of Tokushima, Japan. From 1994 to 1997, 33 patients with 55 small hepatocellular carcinomas (< or = 3 cm) and 10 borderline lesions (3 adenomatous hyperplasia, 5 atypical adenomatous hyperplasia, 2 atypical adenomatous hyperplasia with focal malignancy) were enrolled for this study.

A case of adenomatous hyperplasia in the liver with chronic hepatitis C that transformed into hepatocellular carcinoma.

We report a rare case of adenomatous hyperplasia (AH) with malignant transformation, which was observed initially in the liver with chronic hepatitis C. A 47-year-old man was admitted to the hospital and chronic active hepatitis was diagnosed using fine needle biopsy, in addition abdominal computed tomography (CT) and ultrasonography showed multiple and hypovascular liver mass. Needle biopsy of the nodules showed AH.

Intraoperative microwave coagulation therapy for large hepatic tumors.

We report new surgical techniques for intraoperative microwave coagulation therapy (IMCT), conducted in three patients with large liver neoplasms with poor liver function or difficult tumor location. Anterolateral thoracotomy was performed for tumors in the right lobe to obtain a good operative field. Four electrode needles were inserted for microwave irradiation, with settings of 60 W, 45 s for coagulation and 1 s for dissociation.

Effects of alendronate on bone metastases and hypercalcemia after surgery for hepatocellular carcinoma.

Alendronate, a bisphosphonate compound, lowers serum calcium in patients with cancer-associated hypercalcemia through its inhibitory effect on bone resorption and as a result symptoms associated with hypercalcemia improve. This study was carried out to investigate the effects of alendronate in patients with hypercalcemia due to bone metastasis of hepatocellular carcinoma (HCC). Two patients were evaluated.

Hepatopulmonary syndrome-discussion of cardiopulmonary parameters.

We report a 70-year-old man with hepatopulmonary syndrome (HPS) in C liver cirrhosis. Hypoxemia worsened markedly, especially on exertion, while the hepatic function was clinically stable. Contrast echocardiography, 99mTc macroaggregated albumin (99mTcMAA) lung scan, and pulmonary angiography were performed.

Hepatocellular carcinoma with extension into the right atrium: report of a successful liver resection by hepatic vascular exclusion using cardiopulmonary bypass.

We report a successful liver resection using cardiopulmonary bypass with, total hepatic vascular exclusion (THVE) for hepatocellular carcinoma (HCC), with extension into the right atrium. A 61-year-old man with a cirrhotic liver was referred to our department with HCC in the medial segment of the left lobe of the liver, and tumor thrombus extending into the right atrium. During surgery, a left lobe and caudate lobe of the liver were transected leaving the left lobe of the liver connected to the inferior vena cava (IVC) by only the left and middle hepatic trunks, and then the intracaval tumor thrombus and the left lobe of the liver were removed en bloc using cardiopulmonary bypass with total hepatic vascular exclusion (THVE).

Current status of surgical treatment for hepatocellular carcinoma.

The therapeutic modalities for hepatocellular carcinoma (HCC) have diversified during the past decades, and in particular, the treatment has mainly been concentrated on small HCC of 3 cm or less. Therefore, it has become very important for surgeons to be able to identify the clinical indications for liver resection in HCC. We reviewed data on liver resection for HCC using the National Primary Hepatic Cancer follow-up survey report of the Liver Cancer Study Group of Japan, indicating problem associated with liver resection for HCC.

Hepatocellular carcinoma effectively treated by intravenous infusion of cisplatin.

We report a rare case of hepatocellular carcinoma (HCC) for which intravenous administration of cisplatin (CDDP) was effective. A 48-year-old woman with recurrent HCC was admitted to our hospital. She had undergone right hepatectomy 1 year previously.

Experimental and clinical studies on liver regeneration following transcatheter portal embolization.

Background/aims: We studied compensatory hypertrophy following transcatheter portal embolization experimentally in dogs and clinically under the condition of cholestasis.

Methodology: Experimental study: Sixteen dogs were used for this study. Transcatheter portal embolization was performed in the left lobes (70% of the total liver) using Gelfoam powder in dogs with 2-week obstructive jaundice.

Effect of intermittent liver ischemia on outcome in patients with hepatocellular carcinoma on liver cirrhosis.

The influence on postoperative liver function of intermittent normothermic hepatic ischemia in cirrhotic patients was studied retrospectively. The mean total ischemia time was 88 (range 30-140) minutes in the hemi-hepatic occlusion group, and 68 (range 10-187) minutes in the total occlusion group. There were no operative deaths due to hepatic failure.

Clinical relevance of antibiotic-induced endotoxin release in patients undergoing hepatic resection.

It has been proved that antibiotics binding to penicillin-binding protein 3 (PBP3) are associated with the greater release of endotoxin than those that bind to PBP2 in both in vitro and animal models. The aim of this study is to evaluate the potential clinical implications of antibiotic-induced endotoxin release after hepatic resection. Forty-five patients who underwent hepatic resection in our clinic were enrolled.

Assessment of the biological malignancy of hepatocellular carcinoma: relationship to clinicopathological factors and prognosis.

It is difficult to determine the prognosis of patients with hepatocellular carcinoma (HCC). Assessment of the clinicopathological and biological malignancy of HCC may help in determining treatment strategies and predicting outcome. The tumor DNA content, p53 protein expression, proliferating cell nuclear antigen labeling index, and argyrophilic proteins of nuclear organizer regions were used as markers of biological malignancy.

Can the liver with Gilbert's syndrome be used as graft of living-related liver transplantation?

Gilbert's syndrome is the common cause of non hemolytic unconjugated hyperbilirubinemia with a prevalance of 3-7%. Gilbert's syndrome may introduce a selection of potential liver donors from brain death patients. We present a case of living-related liver transplantation (LRLT) from a donor with Gilbert's syndrome.