Objective To compare the performance and efficacy of prognostic models constructed by different machine learning algorithms in predicting the survival period of lung transplantation (LTx) recipients. Methods Data from 483 recipients who underwent LTx were retrospectively collected. All recipients were divided into a training set and a validation set at a ratio of 7:3. The 24 collected variables were screened based on variable importance (VIMP). Prognostic models were constructed using random survival forest (RSF) and extreme gradient boosting tree (XGBoost). The performance of the models was evaluated using the integrated area under the curve (iAUC) and time-dependent area under the curve (tAUC). Results There were no significant statistical differences in the variables between the training set and the validation set. The top 15 variables ranked by VIMP were used for modeling and the length of stay in the intensive care unit (ICU) was determined as the most important factor. Compared with the XGBoost model, the RSF model demonstrated better performance in predicting the survival period of recipients (iAUC 0.773 vs. 0.723). The RSF model also showed better performance in predicting the 6-month survival period (tAUC _{6 months} 0.884 vs. 0.809, P = 0.009) and 1-year survival period (tAUC _{1 year} 0.896 vs. 0.825, P = 0.013) of recipients. Based on the prediction cut-off values of the two algorithms, LTx recipients were divided into high-risk and low-risk groups. The survival analysis results of both models showed that the survival rate of recipients in the high-risk group was significantly lower than that in the low-risk group (P<0.001). Conclusions Compared with XGBoost, the machine learning prognostic model developed based on the RSF algorithm may preferably predict the survival period of LTx recipients.

ObjectiveTo observe the effects and underlying mechanisms of Fagopyri Dibotryis Rhizoma extract on the proliferation， apoptosis， and autophagy of human colorectal cancer HCT-116 cells. MethodFirstly， cellular activity was detected by the cell proliferation and activity-8 （CCK-8） assay， and the half inhibition rate （IC₅₀） was calculated. Blank group and Fagopyri Dibotryis Rhizoma group （2， 4， 8 mg·L^-1） were set. The effect of Fagopyri Dibotryis Rhizoma on the proliferation of HCT-116 cells was observed by cloning experiments， and that of Fagopyri Dibotryis Rhizoma on apoptosis was observed by flow cytometry. The expressions of autophagy-related proteins， p38 mitogen-activated protein kinase （p38 MAPK）， extracellular signal-regulated kinase （ERK）， c-Jun amino-terminal kinase （JNK）， phosphorylated （p）-p38， p-ERK， p-JNK， and other proteins were detected by Western blot. Finally， flow cytometry instrumentation and fluorescence microscopy were used to analyze the changes in reactive oxygen species （ROS）， and a ROS scavenger （NAC） was adopted for verification. ResultCompared with the blank group， the activity of HCT-116 cells was significantly decreased in the Fagopyri Dibotryis Rhizoma group （P<0.05， P<0.01）. The apoptosis rate of HCT-116 cells in the Fagopyri Dibotryis Rhizoma group was significantly increased （P<0.01）. The expression of autophagy-related protein ubiquitin-binding protein （p62） was decreased， but that of autophagy-specific genes （Beclin1） and autophagic microtubule-associated protein 1 light-chain 3B （LC3B） was enhanced （P<0.05， P<0.01）. Compared with the Fagopyri Dibotryis Rhizoma group， the apoptosis rate of HCT-116 cells in the Fagopyri Dibotryis Rhizoma + NAC group was significantly reduced （P<0.01）. The expression of related autophagy protein Beclin1 was significantly reduced （P<0.01）， and that of LC3B protein was reduced （P<0.01）. In addition， the expression of MAPK pathway-related proteins ERK and JNK was decreased in the Fagopyri Dibotryis Rhizoma group （P<0.05， P<0.01）， and that of p-ERK and p-JNK was enhanced （P<0.05， P<0.01）. ConclusionFagopyri Dibotryis Rhizoma can inhibit the proliferation of HCT-116 cells and induce apoptosis and autophagy through the ROS/MAPK signaling pathway.

OBJECTIVE: To compare the prevalence of chromosomal aneuploidies and pregnancy outcomes of D5 and D6 blastocysts subjected to preimplantation genetic testing for aneuploidy (PGT-A). METHODS: Clinical and laboratory data of 268 couples who underwent PGT-A at the Reproductive Center of the First Affiliated Hospital of Zhengzhou University from September 2018 to September 2020 were collected. The prevalence of chromosomal aneuploidies and pregnancy outcomes of D5/D6 biopsied blastocysts were compared. RESULTS: Compared with D6 blastocysts, the euploidy rate of D5 blastocysts was significantly higher (49.1% vs. 41.1%, P = 0.001 1), whilst their aneuploidy rate was significantly lower (50.9% vs. 58.9%, P = 0.001 1). The rate of numerical abnormalities of D6 blastocysts was significantly higher than that of D5 blastocysts (27.9% vs. 20.2%, P = 0.000 5). For patients under 35 years old, the euploidy rate of D5 blastocysts was significantly higher than that of D6 blastocysts (53.8% vs. 44.3%, P = 0.001), whilst the numerical abnormality rate was significantly lower (16.3% vs. 23.9%, P = 0.001). For both D5 and D6 blastocysts, the euploidy rates for patients <= 35 were significantly higher than those for > 35. The elder group had the lowest rates for aneuploidies and live births. Compared with those receiving D6 blastocysts transplantation, the pregnancy rate, implantation rate and live birth rate for those receiving thawed D5 blastocysts transplantation were significantly higher (60.2% vs.37.0%, P = 0.000 3; 59.1% vs.37.0%, P = 0.000 6; 47.7% vs. 28.3%, P = 0.002). CONCLUSION For patients undergoing PGT-A, the chromosomal euploidy rate for D5 blastocysts is higher than that for D6 blastocysts, and the clinical outcome of D5 blastocysts with normal signal is better than that of D6 blastocysts. Elder patients have a higher rate of aneuploidies.
Female ; Pregnancy ; Humans ; Aged ; Adult ; Pregnancy Outcome ; Aneuploidy ; Blastocyst ; Genetic Testing ; Laboratories

The gross specimens and tissue slices used for traditional experimental pathology curriculum are fragile, and some specimens or slices are difficult to be supplemented. Besides, the classroom and schedule for experimental pathology teaching are inflexible. Therefore, the teaching effects for experimental pathology course are limited. The development of digital technology has promoted the teaching reform of medical experimental curriculum. We have digitalized the gross specimens and tissue slices to preserve and expand the samples, and constructed pathological sample repository containing both physical samples and digital samples. Furthermore, we have established a platform for remote access, and thus improved the flexibility and autonomy of study for experimental pathology curriculum. Additionally, we have integrated clinical information of the teaching samples, and interpreted the specimens with the assistance of two-dimensional code technology and voice broadcast technology, to realize human-computer interactive learning. The questionnaire shows that the application of pathological sample repository in experimental teaching has improved student learning effect and recognition.

Objective: To investigate the effects and the underlying mechanisms of betulinic acid (BEA) on sensitizing pancreatic cancer cell lines Panc-1 and Miapaca-2 to gefitinib. Methods: After the cell culture was completed, Panc-1 and Miapaca-2 cells were randomly divided into 4 groups: control group (without treatment), BEAgroup, gefitinib group and BEAcombined with gefitinib group, respectively.The sensitization effect of BEAon gefitinib-insensitive pancreatic cancer cells was detected by MTS assay. The treatment effects of combined treatment of gefitinib and BEA against Panc-1 and Miapaca-2 cells were evaluated by colony formation assay. Flow cytometry was used to examine the effect of BEAon apoptosis of Panc-1 cells while WB was applied to determine the effect of BEAonapoptosis-related proteins. Surface plasmon resonance (SPR) experiment was used to detect the direct combination between signal transducer and activator of transcription 3(STAT3) and BEA; Molecular docking and molecular dynamics simulation experiments were adopted topredict the combining mode between STAT3 and BEA. Results: BEA synergistically enhanced the gefitinib-sensitivity of pancreatic cancer Panc-1 and Miapaca-2 cells (P<0.05), and IC50 of gefitinib on two cells were reduced by over 50%. Compared with single treatment, the combined treatment of BEA and gefitinib promoted the apoptosis and up-regulated the expressions of apoptosis-relatedproteins (cleaved-PARP and Bax), but reduced the apoptosis-inhibitory protein Bcl-2 (all P<0.05 or P<0.01). Moreover, the inhibitory effect of BEA on STAT3 activation in Panc-1 cells was in a dose-dependent mannar (P<0.01). BEA stabilizes its binding to STAT3 by forming hydrogen bonds with Lys-591 and Ser-613 of STAT3; in the meanwhile, BEA stabilized inthebinding site of STAT3, there by blocking STAT3 dimerization to enhance the drug sensitivity. Conclusion: Combined use of BEA and gefitinib could significantly inhibit the proliferation and induce apoptosis of Panc-1 and Miapaca-2 cells, which might be mediated by the inhibition of BEA on STST3.

Paracetamol was used as a model drug in this study to investigate the synergetic effects of lipid coating and beta-cyclodextrin (beta-CD) inclusion for masking the bitter taste of poorly soluble drugs. To control the concentration as low as possible of the free drug which produced a bitter taste, a kinetic model was established to calculate the drug distribution theoretically among the free drug in medium, lipid coated particles and molecular inclusion on the basis of the preparation and characterization of the lipid microspheres, so as to select the proper amount of beta-CD. Finally, the synergetic drug delivery systems were prepared and characterized by 1H nuclear magnetic resonance (1H NMR), molecular simulation and the electronic tongue. As a result, the drug release rate constant (k) of the lipid microspheres coated with octadecanol was determined as 0.001 270 s(-1). Then, the synergetic drug delivery systems were prepared with the ratio of 6.74 : 1 (w/w) for beta-CD and paracetamol. The chemical shift values for the fingerprint peaks of paracetamol all increased and hydrogen bonds were formed between the oxygen on the phenolic hydroxyl group, the nitrogen on the imino in paracetamol and the hydrogens on the hydroxyl groups in beta-CD. The results tested by the electronic tongue indicated that the paracetamol, lipid microspheres, beta-CD inclusion and their mixture showed different taste characteristics, with the bitterness order of the synergetic drug delivery systems approximately lipid microspheres < beta-CD inclusion < paracetamol, which confirmed the synergetic taste masking effects of lipid coating and beta-CD molecular inclusion. In summary, the synergetic taste masking was jointly achieved through the retard of the drug release by the lipid coating and the inclusion of the free paracetamol by beta-CD through hydrogen bonds.

OBJECTIVETo study scutellarin starch microspheres' permeability through nasal mucosa of different animals in vitro.

METHODThe Franz diffusion cell method was used to experiment the permeability test (n = 4), taking fresh nasal mucosa of dog, swine and domestica in vitro as permeation barrier separately, with scutellarin starch microspheres (scutellarin 0.25 mg) above them, and blank pH 6.8 PBS as absorption liquid to detemine the scutellarin by HPLC.

RESULTThe permeability coefficient of scutellarin starch microspheres through nasal mucosa of dog, swine and domestica in vitro were (5.295 +/- 0.637) x 10(-3) (4.065 +/- 1.140) x 10(-3), (1.855 +/- 0.150) x 10(-3) cm x mL(-1) separately. The permeability coefficient order of scutellarin starch microspheres through nasal mucosa of different animals in vitro is dog > swine > domestica, and there are significant differences between the permeability coefficient of scutellarin starch microspheres through nasal mucosa of dog, swine in vitro, and that through nasal mucosa of swine and domestica in vitro.

CONCLUSIONDrugs in scutellarin starch microspheres could permeate through the above-mentioned nasal mucosa in vitro. There might be different permeability coefficient among different species.

Animals ; Apigenin ; pharmacokinetics ; Dogs ; Glucuronates ; pharmacokinetics ; Microspheres ; Nasal Mucosa ; metabolism ; Permeability ; Starch ; pharmacokinetics ; Swine ; Swine, Miniature

OBJECTIVETo evaluate the feasibility of developing brain-targeted nasal delivery system of scutellarin by the passage between nase and brain in nasal olfactory area.

METHODThe samples of cerebrospinal fluid (CSF) and blood were prepared by cranial puncture and femoral artery catheterization methods respectively according to the certain sampling time after drug administered. The scuteIlarin concentration of samples were determined by 125 marked method. Pharmacokinetic parameters were calculated by trapezoidal rule. The brain-targeted trendence were evaluated by the value of the index AUC(brain)/AUC(plasma).

RESULTThe distribution of scutellarin in brain following intranasal administration was different between tissues. Drug concentration in olfactory bulb achieved to peak at 5-15 min after intranasal administration, while in brain tissue was 30-60 min. Above all, peak concentration in olfactory bulb and olfactory region respectively were (574.8 +/- 205.), (323.4 +/- 128.3) ng x g(-10, both are higher than CSF, which is (123.2 +/- 29.3) ng x g(-1). Moreover, the distribution of scutellarin given by intranasally in brain was: olfactory bulb (OB) > olfactory region (OR) > cerebrospinal fluid (CSF) > cerebellum(CB) > medulla oblongata (MO) > cerebrum (CR); AUC(0-240) of olfactory bulb, olfactory region and CSF after scutellarin intranasal administration were 5.54, 5.07 and 5.51 times of that after intravenous injection, respectively. And the AUC(0-240) of other brain tissues after intranasal administration were also higher than that after intravenous injection. AUC(brain tissue)/ AUC(plasma) of every brain tissues by intranasally are all higher than that by intravenously remarkably. For instance, 5 min after intranasal administration, the value of AUC(CSF)/ AUC(plasma), AUC(OB)/AUC(plasma), and AUC(CR)/AUC(plasma) were 30.34, 56.93, and 6.14 times of that by intravenously.

CONCLUSIONPart of scutellarin could be straightly transported into brain by the intranasal administration. Its absorption pathway was: the molecule of Scutellarin throughed olfactory mucosa in nasal cavity into olfactory bulb in arachno-hypostegal cavity, and then entered into olfactory region, CSF, cerebrum and cerebellum gradually. It showed that olfactory bulb was the only way for drug molecule to go through nasal cavity into brain. It had a significant trendence of brain-targeted when compared to oral administration and intravenous injection, which indicated a certain feasibility to develop a brain-targeted nasal delivery system for scutellarin.

Administration, Intranasal ; Animals ; Apigenin ; administration & dosage ; pharmacokinetics ; Brain ; drug effects ; metabolism ; Drug Delivery Systems ; methods ; Glucuronates ; administration & dosage ; pharmacokinetics ; Male ; Rats ; Rats, Sprague-Dawley

The paper is aimed to provide a novel index, named as multidimensional spatial triangular area, for the evaluation of the release-absorption correlation of multiple component traditional Chinese medicines (TCMs). The applicability of the method was demonstrated by the example data. The method and standard practice for evaluation of the release-absorption correlation for western medicines with single compound could not be applied to TCMs with multiple components. The release percentage or absorption percentage of the multiple components for TCMs at the sampling time was a point in the multidimensional space. The area of the triangle formed byt the sequential three points rrepresented the changing characteristics of the components' release and absorption kinetics. The side lengths of the triangle could be calculated from the spatial distances between each two of the sequential three points. Then the triangle area could be obtained by the side lengths. The in vitro release-in vivo absorption correlation of the multiple components could be represented by the correlation between the integrating values of the release triangle areas and that of the absorption triangle areas. The results of the examples indicated that the multidimensional spatial triangular area method could treat the multiple components in a holistic way, in line with the holism the hi he TCMs. Therefore, the multidimensional spatial triangular area method provided new methodology for the release-absorption correlation of the TCMs with multiple components.