Background/Aims: Despite the high efficacy of direct-acting antivirals (DAAs), approximately 1–3% of hepatitis C virus (HCV) patients fail to achieve a sustained virological response. We conducted a nationwide study to investigate risk factors associated with DAA treatment failure. Machine-learning algorithms have been applied to discriminate subjects who may fail to respond to DAA therapy. Methods: We analyzed the Taiwan HCV Registry Program database to explore predictors of DAA failure in HCV patients. Fifty-five host and virological features were assessed using multivariate logistic regression, decision tree, random forest, eXtreme Gradient Boosting (XGBoost), and artificial neural network. The primary outcome was undetectable HCV RNA at 12 weeks after the end of treatment. Results: The training (n=23,955) and validation (n=10,346) datasets had similar baseline demographics, with an overall DAA failure rate of 1.6% (n=538). Multivariate logistic regression analysis revealed that liver cirrhosis, hepatocellular carcinoma, poor DAA adherence, and higher hemoglobin A1c were significantly associated with virological failure. XGBoost outperformed the other algorithms and logistic regression models, with an area under the receiver operating characteristic curve of 1.000 in the training dataset and 0.803 in the validation dataset. The top five predictors of treatment failure were HCV RNA, body mass index, α-fetoprotein, platelets, and FIB-4 index. The accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of the XGBoost model (cutoff value=0.5) were 99.5%, 69.7%, 99.9%, 97.4%, and 99.5%, respectively, for the entire dataset. Conclusions Machine learning algorithms effectively provide risk stratification for DAA failure and additional information on the factors associated with DAA failure.

The effective components of flavonoids in the "Pueraria lobata-Hovenia dulcis" drug pair have low bioavailability in vivo due to their unstable characteristics. This study used microemulsions with amphoteric carrier properties to solve this problem. The study drew pseudo-ternary phase diagrams through titration compatibility experiments of the oil phase with emulsifiers and co-emulsifiers and screened the prescription composition of blank microemulsions. The study used average particle size and PDI as evaluation indicators, and the central composite design-response surface method(CCD-RSM) was used to optimize the prescription; high-dosage drug-loaded microemulsions were obtained, and their physicochemical properties, appearance, and stability were evaluated. The results showed that when ethyl butyrate was used as the oil phase, polysorbate 80(tween 80) as the surfactant, and anhydrous ethanol as the cosurfactant, the maximum microemulsion area was obtained. When the difference in results was small, K_(m )of 1∶4 was chosen to ensure the safety of the prescription. The prescription composition optimized by the CCD-RSM was ethyl butyrate(16.28%), tween 80(9.59%), and anhydrous ethanol(38.34%). When the dosage reached 3% of the system mass, the total flavonoid microemulsion prepared had a clear and transparent appearance, with average particle size, PDI, and potential of(74.25±1.58)nm, 0.277±0.043, and(-0.08±0.07) mV, respectively. The microemulsion was spherical and evenly distributed under transmission electron microscopy. The centrifugal stability and temperature stability were good, and there was no layering or demulsification phenomenon, which significantly improved the in vitro dissolution of total flavonoids.
Polysorbates/chemistry* ; Flavonoids ; Pueraria ; Surface-Active Agents/chemistry* ; Ethanol ; Emulsions ; Particle Size ; Solubility

With prominent medicinal value, Gelsemium elegans has been overexploited, resulting in the reduction of the wild resource. As a result, artificial cultivation turns out to be a solution. However, this medicinal species is intolerant to low temperature, and thus genes responding to the low temperature are important for the cultivation of this species. Based on the transcriptome database of G. elegans at 4 ℃, 29 differentially expressed GeERF genes were identified. Bioinformatics analysis of 21 GeERF gene sequences with intact open reading frames showed that 12 and 9 of the GeERF proteins respectively clustered in DREB subgroup and ERF subgroup. GeDREB1 A-1-GeERF6 B-1, with molecular weight of 23.78-50.96 kDa and length of 212-459 aa, were all predicted to be hydrophilic and in nucleus. Furthermore, the full-length cDNA sequence of GeERF2B-1 was cloned from the leaves of G. elegans. Subcellular localization suggested that GeERF2B-1 was located in the nucleus. According to the quantitative reverse-transcription PCR(qRT-PCR), GeERF2B-1 showed constitutive expression in roots, stems, and leaves of G. elegans, and the expression was the highest in roots. In terms of the response to 4 ℃ treatment, the expression of GeERF2B-1 was significantly higher than that in the control and peaked at 12 h, suggesting a positive response to low temperature. This study lays a scientific basis for the functional study of GeERF transcription factors and provides gene resources for the improvement of stress resistance of G. elegans.
DNA, Complementary ; Gene Expression Regulation, Plant ; Phylogeny ; Plant Proteins/metabolism* ; Temperature ; Transcription Factors/metabolism*

Objective:To analyze losses and gains (L&G) of basic medical institutions induced by the Essen-tial Medicines Policy.Methods: Choosing some poverty-stricken county in western China as sample area to conduct field research,using 2009 as baseline year,to calculate L&G and L&G ratio of basic medical institutions caused by adjustments of drug policy,medical services prices, and government subsidies from 2009—2015. Results: Medical facilities have gained after the implementation of the Essential Medicines Policy as a whole. Gains were on an upward trend from 2009—2015,and L&G ratio increased from -2.15% in 2009 to 47.70% in 2015. For medical facilities at different levels, their gains attributed to different causes. Gains for medical facilities at village and town levels mainly attributed to government subsidies;gains for medical facilities at county level mainly attributed to adjustment of medical services prices. Conclusions:Implementation of the Essential Medicines Policy has helped adjust composi-tion of losses and gains of medical facilities. Moving forward,functions and development of medical facilities should be strengthened with a focus on adjusting medical services prices for medical facilities at town level.

BACKGROUNDA survey of early stage follicular lymphoma(FL) revealed that the rigorously staged FL patients at first diagnosis had a better outcome as compared with non-rigorous staged FL patients, but there were no similar reports in China.

OBJECTIVETo explore the relationship between the rigorous staging at first diagnosis and the prognosis of FL patients at different stages.

METHODSThe clinical data of 111 patients with newly diagnosed FL from 2008 to 2014 year were collected and analyzed. The rigorous staging included: (1) bone marrow aspiration and biopsy, (2) imaging examination of whole body including CT and ultrasounic scan, or PET/CT, either or both is defined as rigorous staging, or else as non-rigorous staging.

RESULTSThe FL patients at I-II stages by rigorous staging showed a superior progression-free survival(PFS) compared with non-rigorous staging patients(P=0.048). For all the patients, the age, serum LDH, bone marrow lesion and more than 3 foci of diameter larger than 3 cm correlated with prognosis in univariate analysis, and multivariate analysis revealed that the age, serum LDH and bone marrow imolvement were the independent prognostic factors.

CONCLUSIONRigorous staging leads to better outcomes, suggesting that accurate and appropriate testing is important for the patients at the first treatment. The close correlation of bone marrow with prognosis indicates that the evaluation of bone marrow is very important for the daily clinical practice.

Cold Temperature ; Dinoprost ; analogs & derivatives ; urine ; Dust ; Humans ; Interleukin-6 ; urine ; Thromboxane B2 ; analogs & derivatives ; urine ; Weather

OBJECTIVETo investigate the safety and effectiveness of autologous hematopoietic stem cell transplantation (auto-HSCT) using tumor-ablative conditioning regiment for patients with refractory/relapsed non-Hodgkin's lymphoma.

METHODSThe clinical data of 16 patients with refractory/relapsed non-Hodgkin's lymphoma received above-mentioned therapeutic regimen from January 2013 to July 2015 was analyzed retrospectively, and conditioning-related toxicity, engraftment, infection, relapse and survival rate were evaluated.

RESULTSNo conditioning-related organs' failure and mortality were found. Only 1 patient had not been engrafted, and the engraftment rate was 93.7%. The incidence of serious infection was 31.2%. The median follow-up was 20.5(1-30) months, and 3 patients died, out of them 2 patients died of relapse. Two year overall survival (OS) , disease-free survival (DFS) and relapse rates were 80.2%, 74.5% and 20.6% respectively.

CONCLUSIONAuto-HSCT using tumor-ablative conditioning regimen is safe and effective for patients with refractory/relapsed non-Hodgkin's lymphoma, and it possess a certain effect for reducing disease relapse after transplantation.

Animals ; Cold Temperature ; adverse effects ; Heart ; physiopathology ; Inflammation ; physiopathology ; Myocardium ; metabolism ; Oxidative Stress ; Particulate Matter ; adverse effects ; Rats

OBJECTIVETo investigate the therapeutic efficacy and side effects of treating patients with myelodysplastic syndrome-RAEB (MDS-RAEB) and with refractory acute myeloid leukemia (AML) by using decitabine combined with CAG regimen.

METHODSClinical data of 21 patients with MDS-RAEB or refractory AML from July 2011 to July 2014 were analyzed retrospectively. Among 21 patients there were 4 cases of MDS-RAEB and 17 cases of refractory AML; 12 cases were beyond 60 years old; 13 cases had high-risk karyotypes. All the patients received decitabine combined with CAG regimen consisting of decitabine 20 mg/(m(2) · d), d 1-5; aclarubicin 10 mg/d, d 6-13; cytarabine 20 mg/d, d 6-19; G-CSF 300 µg/d, d 6-19.

RESULTSAfter 1 cycle of treatment with DCAG regimen, the outcome of 21 patients showed that 8 cases achieved complete remission (42.1%), 8 cases achieved partial remission (42.1%), 2 cases achieved hematologic improvement, 1 cases achieved non-remission and 2 cases died; and the 1 year overall survival rate was 67.5%. The outcome of 12 patients beyond 60 years old showed that 6 cases achieved complete renission (60%, 6/10), and the 1 year overall survival rate was 62.5%. The outcome of 13 patients with high-risk karytype showed that 6 cases achieved complete renission (54.5%, 6/11), and the 1 year overall survival rate was 61.5%. The main adverse event was myelosuppression, and non-hematological toxicity included liver dysfunction and gastrointestinal tract reaction.

CONCLUSIONDecitabine combined with CAG regimen is effective and safe for treatment of MDS-RAEB and refractory AML patients, which can prolong lives of patiens with refractory hematological diseases.

Aclarubicin ; analogs & derivatives ; Antineoplastic Combined Chemotherapy Protocols ; Azacitidine ; analogs & derivatives ; Cytarabine ; Granulocyte Colony-Stimulating Factor ; Humans ; Karyotype ; Leukemia, Myeloid, Acute ; Myelodysplastic Syndromes ; Pancytopenia ; Recurrence ; Remission Induction ; Retrospective Studies ; Survival Rate ; Treatment Outcome

The rhizome of Panax japonicus var. major have been used as the natural medicinal agent by Chinese traditional doctors for more than thousand years. Most of the therapeutic effects of P. japonicus var. major had been reported due to the presence of tetracyclic or pentacyclic triterpene saponins. In this study, Illumina pair-end RNA-sequencing and de novo splicing were done in order to understand the pathway of triterpenoid saponins in this species. The valid reads data of 15. 6 Gb were obtained. The 62 240 unigenes were finally obtained by de novo splicing. After annotation, we discovered 19 unigenes involved in ginsenoside backbone biosynthesis. Additionally, 69 unigenes and 18 unigenes were predicted to have potential function of cytochrome P450 and UDP-glycosyltransferase based on the annotation results, which may encode enzymes responsible for ginsenoside backbone modification. This study provides global expressed datas for P. japonicus var. major, which will contribute significantly to further genome-wide research and analysis for this species.
Gene Expression Profiling ; Panax ; genetics ; Saponins ; biosynthesis ; Sequence Analysis, RNA