Comparison of Machine Learning Models Using Diffusion-Weighted Images for Pathological Grade of Intrahepatic Mass-Forming Cholangiocarcinoma.

Is the radiomic approach, utilizing diffusion-weighted imaging (DWI), capable of predicting the various pathological grades of intrahepatic mass-forming cholangiocarcinoma (IMCC)? Furthermore, which model demonstrates superior performance among the diverse algorithms currently available? The objective of our study is to develop DWI radiomic models based on different machine learning algorithms and identify the optimal prediction model. We undertook a retrospective analysis of the DWI data of 77 patients with IMCC confirmed by pathological testing. Fifty-seven patients initially included in the study were randomly assigned to either the training set or the validation set in a ratio of 7:3. We established four different classifier models, namely random forest (RF), support vector machines (SVM), logistic regression (LR), and gradient boosting decision tree (GBDT), by manually contouring the region of interest and extracting prominent radiomic features. An external validation of the model was performed with the DWI data of 20 patients with IMCC who were subsequently included in the study. The area under the receiver operating curve (AUC), accuracy (ACC), precision (PRE), sensitivity (REC), and F1 score were used to evaluate the diagnostic performance of the model. Following the process of feature selection, a total of nine features were retained, with skewness being the most crucial radiomic feature demonstrating the highest diagnostic performance, followed by Gray Level Co-occurrence Matrix lmc1 (glcm-lmc1) and kurtosis, whose diagnostic performances were slightly inferior to skewness. Skewness and kurtosis showed a negative correlation with the pathological grading of IMCC, while glcm-lmc1 exhibited a positive correlation with the IMCC pathological grade. Compared with the other three models, the SVM radiomic model had the best diagnostic performance with an AUC of 0.957, an accuracy of 88.2%, a sensitivity of 85.7%, a precision of 85.7%, and an F1 score of 85.7% in the training set, as well as an AUC of 0.829, an accuracy of 76.5%, a sensitivity of 71.4%, a precision of 71.4%, and an F1 score of 71.4% in the external validation set. The DWI-based radiomic model proved to be efficacious in predicting the pathological grade of IMCC. The model with the SVM classifier algorithm had the best prediction efficiency and robustness. Consequently, this SVM-based model can be further explored as an option for a non-invasive preoperative prediction method in clinical practice.

Different dosing intervals of mifepristone-misoprostol for second-trimester termination of pregnancy: A meta-analysis and systematic review.

OBJECTIVE: To compare 1- and 2-day drug administration interval between mifepristone and misoprostol for second-trimester pregnancy termination and provide evidence-based recommendations. METHODS: Search strategy: the search was performed in Pubmed, EMBASE, and Cochrane Library for the relevant published studies from their establishment to March 2020. SELECTION CRITERIA: randomized controlled trials (RCTs) comparing 1- and 2-day time interval of mifepristone-misoprostol for termination of pregnancy during second-trimester pregnancy were considered. Data were processed using Revman 5.3 software. RESULTS: Meta-analyses of three RCTs showed no significant difference was reported in the induction-to-abortion time and successful abortion rate between 1- and 2-day mifepristone and misoprostol intervals. Statistical difference was not identified in the induction-to-abortion time between the two drug administration intervals in nulliparous or parous women. CONCLUSIONS: Both 1- and 2-day dosing intervals between mifepristone and misoprostol are suitable for clinical use for second-trimester medical termination of pregnancy.

Quetiapine Attenuates Schizophrenia-Like Behaviors and Demyelination in a MK-801-Induced Mouse Model of Schizophrenia.

Brain demyelination is possibly one of the main pathological factors involved in schizophrenia, and targeting on myelination may be a useful strategy for schizophrenia treatment. Quetiapine, a widely used atypical antipsychotic drug for schizophrenia treatment, has been reported to have neuroprotective effects on cerebral myelination in a demyelination animal model. The objective of the present study was to evaluate the effect and underlying neuroprotective mechanism of quetiapine on the schizophrenia-like behaviors and possible cerebral demyelination induced by MK-801, an N-methyl-D-aspartate glutamate receptor antagonist. Mice were treated with chronic quetiapine (10 mg/kg/day, intraperitoneally) for 28 days. From day 22 to 28, 1 h after the administration of quetiapine, the mice were administered MK-801 (2 mg/kg/day, subcutaneously). The positive symptom of schizophrenia was measured in a locomotor activity test on day 29, the memory was evaluated by a Y-maze test on day 30, and the sensorimotor gating deficit in mice was measured by prepulse inhibition test on day 31. After the behavioral tests, the protein expression of myelin basic protein (MBP) was measured by Western Blot, and the protein expression of brain-derived neurotrophic factor (BDNF) was measured by ELISA in the frontal cortex of mice. Our results showed quetiapine attenuated schizophrenia-like behaviors including hyperactivity, memory impairment, and sensorimotor gating deficit in the MK-801 mice. In the same time, quetiapine attenuated demyelination, concurrent with attenuated BDNF decrease in the brain of MK-801-injected mice. These results suggest that the beneficial effects of quetiapine on schizophrenia might be partly related to its neuroprotective effect on brain myelin basic protein and its upregulating neuroprotective proteins such as BDNF, and indicate that modulation of cerebral demyelination could be a novel treatment target of schizophrenia.

The Chalcone Isomerase Family in Cotton: Whole-Genome Bioinformatic and Expression Analyses of the Gossypium barbadense L. Response to Fusarium Wilt Infection.

Chalcone isomerase (CHI) is a key component of phenylalanine metabolism that can produce a variety of flavonoids. However, little information and no systematic analysis of CHI genes is available for cotton. Here, we identified 33 CHI genes in the complete genome sequences of four cotton species (Gossypium arboretum L., Gossypium raimondii L., Gossypium hirsutum L., and Gossypium barbadense L.). Cotton CHI proteins were classified into two main groups, and whole-genome/segmental and dispersed duplication events were important in CHI gene family expansion. qRT-PCR and semiquantitative RT-PCR results suggest that CHI genes exhibit temporal and spatial variation and respond to infection with Fusarium wilt race 7. A preliminary model of CHI gene involvement in cotton evolution was established. Pairwise comparison revealed that seven CHI genes showed higher expression in cultivar 06-146 than in cultivar Xinhai 14. Overall, this whole-genome identification unlocks a new approach to the comprehensive functional analysis of the CHI gene family, which may be involved in adaptation to plant pathogen stress.

Chronic administration of quetiapine attenuates the phencyclidine-induced recognition memory impairment and hippocampal oxidative stress in rats.

The underlying mechanism of atypical antipsychotics in treating cognitive impairment in schizophrenia is unclear. The aim of the present study was to evaluate the effects of quetiapine, an atypical antipsychotic drug, on object recognition memory and hippocampal oxidative stress in a phencyclidine (PCP) rat model of schizophrenia. Rats were treated with chronic quetiapine (10 mg/kg/day, intraperitoneally) for 16 days or acute quetiapine (10 mg/kg/day, intraperitoneally) on day 16. On day 16, 1 h after the administration of quetiapine, the rats were administered PCP (50 mg/kg, subcutaneously). After the last object recognition behavioral test on day 18, the rats were killed for the measurement of hippocampal protein expression of nitrotyrosine, a protein marker of oxidative stress. The results showed that chronic quetiapine significantly attenuated object recognition memory impairment and hippocampal oxidative stress in the PCP-injected rats. These suggest that the attenuating effect of chronic quetiapine on hippocampal oxidative stress may be related to quetiapine's beneficial effects on object recognition memory in PCP rats, and further suggest that neuroprotective mechanisms are involved in chronic quetiapine treatment.

Investigation of the blindness status in Haimen of Jiangsu province / 国际眼科杂志(Guoji Yanke Zazhi)

AIM:To investigate the cause of blindness, except those caused by cataract, in Haimen city.METHODS:According to the WHO`s criteria of blindness, the blindness level was decided through ophthalmic tests by associate chief or chief ophthalmologists who were trained especially for disability evaluation.The analysis of the the leading cause were taken too.RESULTS:Totally 3 266 persons were blindness, in which 2 118 were first level blindness, 1 148 persons were second lever blindness, and 1 308 persons were male, 1958 were female.The leading cause of blindness were retina and uveitis diseases (31.58%), genetic diseases(23.47%), cornea disease(14.49%).CONCLUSION:The leading cause of blindness are retina and uveitis diseases, genetic diseases, cornea diseases in Haimen city of Jiangsu province.Early prevention and treatment should be strengthened to reduce the occurrence of blindness.

[Construction and identification of the chromosome specific DNA library.].

The objective of the present study was to construct a human chromosome 21 specific DNA library for further use in research of genetic disease. Human chromosome 21 microdissected from the peripheral blood cells were subjected to repeatedly incubation in gradient temperature bath to release DNA. The library of chromosome 21 was constructed using the DNA fragment of 100-500 bp and 500-2 000 bp recovered from the products of DOP-PCR. Florescence in situ hy-bridization (FISH) and dot blotting analyses were carried out to assess the chromosome 21 specificity of the DNA library. The results indicated that DNA of chromosome 21 was released easily after repeatedly incubation in gradient temperature bath. Recovery of DNA fragments from DOP-PCR in different size ranges improved the efficiency of cloning of large fragments. Both FISH and dot blotting analyses revealed that the DNA library constructed in this study was chromosome 21-specific. This DNA library facilitates identification and investigation of the chromosome 21 related abnormality.

Immunohistochemical detection of melatonin receptor subtype in the adrenal corte x of the human embryo / 第二军医大学学报

Objective: To investigate the potential role of me latonin in the adrenal cortex of human embryo. Methods:Specifi c melatonin receptors was localized and characterized in the adrenal cortex of h u man embryo by means of immunohistochemistry. Results: mt1 （Me l1a）and MT2 （Mel1b）subtype of melatonin receptors was principally localize d to cytoplasm in zona glomerulosa， fasciculata and reticularis. Conclu sion: It is possible that mt1 and MT2 subtype of melatonin receptors co-exist in the adrenal cortex of human embryo.

Detecting melatonin receptor in thyroid of human embryo with immunohistochemistr y and in situ hybridization / 第二军医大学学报

Objective: To make it clear whether there exists m elatonin receptor in the thyroid of human embryo. Methods: Thyr oid was collected and sliced up to be stained with methods of immunohistochemis try and in situ hybridization. Results: The thyroid tissue w as p ositively dyed, melatonin receptor mt1 and MT2 were with both immunohistoche mistry and in situ hybridization while brown granules dep osited in the membrane, plasma and nuclear of the thyroid cell were with the imm unohitochemistry. Conclusion: There exists melatonin rece ptors in human embryo thyroid, either mt1 or MT2, and they exist in the memb rane, plasma and nuclear.

Identification of melatonin receptor in human embryonic peripheral tissue / 第二军医大学学报

Objective: To determine protein binding characteri stic and signal transmission pathway of melatonin（Mel） receptor(MR) in human e mbryonic peripheral organ tissues. Methods: MR was measured by radio ligand-binding assay and the effect of GTPγS on melatonin specific bindi ng was studied. Results: Mel specific binding sites were det ermined in 16 kinds of human embryonic tissue and this binding could be inhibit ed by GTPγS, supporting the theory that MR is coupled to inhibitory G-proteins system. Conclusion: MR is measured in human embryo tissue, the se results provide experimental data for elucidating the mechanism of the effect of Mel.

Immunohistochemical detection of melatonin receptor subtype in the adrenal corte x of the human embryo / 第二军医大学学报

Objective: To investigate the potential role of me latonin in the adrenal cortex of human embryo. Methods:Specifi c melatonin receptors was localized and characterized in the adrenal cortex of h u man embryo by means of immunohistochemistry. Results: mt1 （Me l1a）and MT2 （Mel1b）subtype of melatonin receptors was principally localize d to cytoplasm in zona glomerulosa， fasciculata and reticularis. Conclu sion: It is possible that mt1 and MT2 subtype of melatonin receptors co-exist in the adrenal cortex of human embryo.

Detecting melatonin receptor in thyroid of human embryo with immunohistochemistr y and in situ hybridization / 第二军医大学学报

Objective: To make it clear whether there exists m elatonin receptor in the thyroid of human embryo. Methods: Thyr oid was collected and sliced up to be stained with methods of immunohistochemis try and in situ hybridization. Results: The thyroid tissue w as p ositively dyed, melatonin receptor mt1 and MT2 were with both immunohistoche mistry and in situ hybridization while brown granules dep osited in the membrane, plasma and nuclear of the thyroid cell were with the imm unohitochemistry. Conclusion: There exists melatonin rece ptors in human embryo thyroid, either mt1 or MT2, and they exist in the memb rane, plasma and nuclear.

Identification of melatonin receptor in human embryonic peripheral tissue / 第二军医大学学报

Objective: To determine protein binding characteri stic and signal transmission pathway of melatonin（Mel） receptor(MR) in human e mbryonic peripheral organ tissues. Methods: MR was measured by radio ligand-binding assay and the effect of GTPγS on melatonin specific bindi ng was studied. Results: Mel specific binding sites were det ermined in 16 kinds of human embryonic tissue and this binding could be inhibit ed by GTPγS, supporting the theory that MR is coupled to inhibitory G-proteins system. Conclusion: MR is measured in human embryo tissue, the se results provide experimental data for elucidating the mechanism of the effect of Mel.

Identification of melatonin receptor in human embryonic peripheral tissue / 第二军医大学学报

@#Objective: To determine protein binding characteri stic and signal transmission pathway of melatonin（Mel） receptor(MR) in human e mbryonic peripheral organ tissues. Methods: MR was measured by radio ligand-binding assay and the effect of GTPγS on melatonin specific bindi ng was studied. Results: Mel specific binding sites were det ermined in 16 kinds of human embryonic tissue and this binding could be inhibit ed by GTPγS, supporting the theory that MR is coupled to inhibitory G-proteins system. Conclusion: MR is measured in human embryo tissue, the se results provide experimental data for elucidating the mechanism of the effect of Mel.

Immunohistochemical detection of melatonin receptor subtype in the adrenal corte x of the human embryo / 第二军医大学学报

@#Objective: To investigate the potential role of me latonin in the adrenal cortex of human embryo. Methods:Specifi c melatonin receptors was localized and characterized in the adrenal cortex of h u man embryo by means of immunohistochemistry. Results: mt1 （Me l1a）and MT2 （Mel1b）subtype of melatonin receptors was principally localize d to cytoplasm in zona glomerulosa， fasciculata and reticularis. Conclu sion: It is possible that mt1 and MT2 subtype of melatonin receptors co-exist in the adrenal cortex of human embryo.