Cloning the full-length CDNA of actin gene and analysing alliinase gene expression in tillering onion

Tillering onion is a herbaceous plant belonging to the Liliaceae family. We cloned the cDNAs of the actin gene (AcACT, GenBank: MF919598) of tillering onion using rapid amplification of the cDNA ends. The full-length cDNA of AcACT was 1,357 bp long with an open reading frame of 1,131 bp encoding 376 amino acids. The amino acid sequence of AcACT shared > 96% similarity with the amino acid sequences of other ACTs and was found (by means of phylogenetic tree analysis) to be closely related to those of Ananas comosus and Papaver somniferum. AcACT expressions showed no significant differences (p > 0.01) in two cultivars L-SH and L-SY over three growth periods and under suitable conditions, low temperature, and short-day conditions. In addition, AcACT was used as an internal reference gene to analyse the expression of the alliinase gene (AcALL). AcALL expression trends in the roots, stems and leaves were consistent with those of diallyl disulphide and diallyl trisulphide. Thus, AcACT is highly conserved and can be used as a suitable internal reference gene when analysing gene expression in tillering onion.

Hemoglobin, albumin, lymphocyte, and platelet score and neutrophil-to-lymphocyte ratio are novel significant prognostic factors for patients with small-cell lung cancer undergoing chemotherapy

Objective: The hemoglobin, albumin, lymphocyte, and platelet (HALP) score, neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR) are the important prognostic markers in some tumor types. This study aimed to evaluate the prognostic impact of pretreatment using HALP, NLR, and PLR for patients with small-cell lung cancer (SCLC), who were undergoing chemotherapy. Materials and Methods: In this retrospective study, 335 patients with SCLC were included between 2016 and 2018. The cutoff values for HALP, NLR, and PLR were defined using X-tile software. Survival was analyzed by the Kaplan–Meier method, with differences analyzed through the log-rank test. The multivariate Cox proportional hazard model was used to evaluate the prognostic significance of HALP, NLR, and PLR for SCLC. Results: The median follow-up period was 27.1 months (range: 0.5–46.2 months). Based on the Kaplan–Meier curve analysis, it was noticed that the low pretreatment HALP (≤18.6), high pretreatment NLR (>2.4), and high PLR (>191.6) were significantly associated with worse overall survival (OS) (P = 0.009, 0.001, and 0.033, respectively). Cox multivariate analysis demonstrated that low pretreatment HALP and high pretreatment NLR were the independent prognostic factors for worse OS (hazard ratio [HR] = 1.468, 95% confidence interval [CI]: 1.004–2.146, P = 0.047; HR = 0.722, 95% CI: 0.542–0.960, P = 0.025, respectively). Conclusion: HALP and NLR were the independent prognostic factors of OS for SCLC patients undergoing chemotherapy

Tim-3 expression in glioma cells is associated with drug resistance

Objective: T-cell immunoglobulin and mucin-domain containing-3 (Tim-3) has been widely recognized as a negative regulator of antitumor immunity. However, the mechanism by which Tim-3 suppresses antitumor treatment in gliomas remains unclear. This study aims to explore whether Tim-3 is expressed and to evaluate its effect in drug-fasted glioma cells. Subjects and Methods: U87 and U251 glioma cell lines were tested. Cell proliferation activity, cell viability, and the protein and mRNA levels of Tim-3 were detected using CCK-8, flow cytometry, Western blotting, and reverse transcription-quantitative polymerase chain reaction, respectively. Enhancement of the sensitivity of glioma cells to chemotherapeutic agents was tested after inhibiting Tim-3 expression using Tim-3 small interfering RNAs (siRNA). Results: As temozolomide (TMZ) concentration increased, the ratio of apoptotic cells also increased accordingly. However, the level of Tim-3 expression in living cells from the high-dose group was higher than in the low- and middle-dose groups. After interfering with the expression of Tim-3 using siRNA against Tim-3, the killing effect of TMZ rose through an increase in apoptosis. Conclusions: The presence of Tim-3 mRNA and protein in glioma cells was detected. Significantly, knocking down Tim-3 expression improved the potential of TMZ treatment.

A low-pass filter of 300 Hz improved the detection of pacemaker spike on remote and bedside electrocardiogram / 中华医学杂志(英文版)

BACKGROUND@#The current upper-frequency cutoff of 150 Hz sometimes causes loss of pacemaker spike and misdiagnosis. We hypothesized that low-pass filter (LPF) other than 150 Hz could improve the detection of pacemaker spike. This study aimed to examine the effect of different LPF on pacemaker spike detection in remote and bedside electrocardiogram (ECG).@*METHODS@#Patients with permanent pacemaker implantation were included during routine follow-up. Standard 12-lead ECGs at 6 different upper-frequency cutoff (40, 100, 150, 200, 300, and 400 Hz) were collected. All ECGs were then transmitted to the remote clinic center. Ventricular and atrial pacing were analyzed by 2 independent medical practitioners.@*RESULTS@#A total of 88 patients' ECGs were analyzed (mean age 73.8 ± 10.2 years and 85 with dual-chamber pacemakers). About 75.3% (64/85) of patients were diagnosed as atrial pacing by pacemaker programming. Among 6 different upper-frequency cutoff, the 300 Hz turned out to perform best in detecting atrial-paced spike (area under the curve [AUC] = 0.73, 95% confidence interval [CI]: 0.61-0.84 vs. 0.56, 95% CI: 0.61-0.84 at 150 Hz; P = 0.002) on bedside ECGs. Using programming as the golden standard, the 300 Hz LPF has a sensitivity of 59.4%, specificity of 85.7%, positive predictive value of 92.7% and negative predictive value of 40.9% on bedside ECGs. As for the ventricular pacing, the 300 Hz LPF also had a higher accuracy (AUC = 0.93; 95% CI = 0.84-1.00) than that at 150 Hz (AUC = 0.86; 95% CI: 0.77-0.94; P < 0.001) in detecting ventricular-paced spike on bedside ECGs. The results of remote ECGs were similar with bedside ECGs.@*CONCLUSIONS@#A filter of 300 Hz cutoff may be recommended for ECG spike detection. With the recommended parameter, remote ECG can perform as well as bedside ECG.

Quantitative magnetic resonance imaging of brain iron deposition: comparison between quantitative susceptibility mapping and transverse relaxation rate (R2*) mapping / 南方医科大学学报

<p><b>OBJECTIVE</b>To evaluate the accuracy and sensitivity of quantitative susceptibility mapping (QSM) and transverse relaxation rate (R2*) mapping in the measurement of brain iron deposition.</p><p><b>METHODS</b>Super paramagnetic iron oxide (SPIO) phantoms and mouse models of Parkinson's disease (PD) related to iron deposition in the substantia nigra (SN) underwent 7.0 T magnetic resonance (MR) scans (Bruker, 70/16) with a multi-echo 3D gradient echo sequence, and the acquired data were processed to obtain QSM and R2*. Linear regression analysis was performed for susceptibility and R2* in the SPIO phantoms containing 5 SPIO concentrations (30, 15, 7.5, 3.75 and 1.875 µg/mL) to evaluate the accuracy of QSM and R2* in quantitative iron analysis. The sensitivities of QSM and R2* mapping in quantitative detection of brain iron deposition were assessed using mouse models of PD induced by 1-methyl-4-phenyl-1,2,3,6-tetrahy-dropyridine (MPTP) in comparison with the control mice.</p><p><b>RESULTS</b>In SPIO phantoms, QSM provided a higher accuracy than R2* mapping and their goodness-of-fit coefficients (R) were 0.98 and 0.89, respectively. In the mouse models of PD and control mice, the susceptibility of the SN was significantly higher in the PD models (5.19∓1.58 vs 2.98∓0.88, n=5; P<0.05), while the R2* values were similar between the two groups (20.22∓0.94 vs 19.74∓1.75; P=0.60).</p><p><b>CONCLUSION</b>QSM allows more accurate and sensitive detection of brain iron deposition than R2*, and the susceptibility derived by QSM can be a potentially useful biomarker for studying PD.</p>

Differential diagnosis of hepatocellular carcinoma and hepatic hemangiomas based on radiomic features of gadoxetate disodium-enhanced magnetic resonance imaging / 南方医科大学学报

<p><b>OBJECTIVE</b>To evaluate the feasibility of using radiomic features for differential diagnosis of hepatocellular carcinoma (HCC) and hepatic cavernous hemangioma (HHE).</p><p><b>METHODS</b>Gadoxetate disodium-enhanced magnetic resonance imaging data were collected from a total of 135 HCC and HHE lesions. The radiomic texture features of each lesion were extracted on the hepatobiliary phase images, and the performance of each feature was assessed in differentiation and classification of HCC and HHE. In multivariate analysis, the performance of 3 feature selection algorithms (namely minimum redundancy-maximum relevance, mRmR; neighborhood component analysis, NCA; and sequence forward selection, SFS) was compared. The optimal feature subset was determined according to the optimal feature selection algorithm and used for testing the 3 classifier algorithms (namely the support vector machine, RBF-SVM; linear discriminant analysis, LDA; and logistic regression). All the tests were repeated 5 times with 10-fold cross validation experiments.</p><p><b>RESULTS</b>More than 50% of the radiomic features exhibited strong distinguishing ability, among which gray level co-occurrence matrix feature S (3, -3) SumEntrp showed a good classification performance with an AUC of 0.72 (P<0.01), a sensitivity of 0.83 and a specificity of 0.57. For the multivariate analysis, 15 features were selected based on the SFS algorithm, which produced better results than the other two algorithms. Testing of these 15 selected features for their average cross-validation performance with RBF-SVM classifier yielded a test accuracy of 0.82∓0.09, an AUC of 0.86∓0.12, a sensitivity of 0.88∓0.11, and a specificity of 0.76∓0.18.</p><p><b>CONCLUSION</b>The radiomic features based on gadoxetate disodium-enhanced magnetic resonance images allow efficient differential diagnosis of HCC and HHE, and can potentially provide important assistance in clinical diagnosis of the two diseases.</p>

Association of HLA Alleles (A, B, DRB1) and HIV-1 Infection in the Han Population of Hubei, China / 华中科技大学学报（医学）（英德文版）

The HIV susceptibility and resistance alleles in the HLA genes were determined by investigating the distribution characteristics of the HLA alleles (A,B,and DRB1) in HIV-infected individuals of the Han population in Hubei,and by comparing these alleles with HIV-negative individuals from the same area.A cohort of 424 HIV-1 infected individuals were chosen as study subjects,and 836 HIV-negative healthy subjects from the same area served as the control population.HLA-A,B,and DRB 1 allele typing was performed using polymemse chain reaction-sequence-specific oligonucleotide probes (PCR-SSOP) and polymerase chain reaction-sequencing based typing (PCR-SBT) techniques.Arlequin ver3.0 was used to analyze the allele and haplotype frequencies of HLA-A,B,and DRB l,whereas Epi Info 7 and SPSS18.0 was used to analyze the differences in the HLA alleles between the HIV-1 positive and HIV-1 negative groups.A*02:03,DRB1*01:01,and DRB1*15:01 alleles and their haplotypes as well as the HLA_Bw4-Bw6 hybrid showed a protective effect on HIV-1 infection.After adjusting for confounding factors such as age and sex,multivariate logistic regression analysis revealed that B* 15:02G,DRB 1*01:01,and DRB 1 * 15:01 subtypes were the resistance genes of HIV-1 infection,while B * 13:01 might increase susceptibility to HIV-1 infection.The correlation between A*02:06 and B*15:01G subtypes and HIV-1 susceptibility was independent of the age and sex of the host.This study demonstrated the influence of genetic factors in humans such as HLA polymorphism on individuals to resist HIV-1 infection.Association studies of HLA polymorphism,susceptibility/resistance to HIV-1 infection,and hosts' genetic background are of significant importance for research on HIV-1 pathogenesis and vaccine design.

Cloning of MT-2 gene and its promoter in Pheretima aspergillum / 中草药

Objective: To lay a foundation for attenuating the heavy metal accumulation in Pheretima aspergillum by means of genetic engineering technology in further research, we revealed the transcriptional regulation mechanism of MT-2 gene. Methods: The coding sequence of MT-2 gene was amplified by PCR with specific primers, which were designed according to their known cDNA sequences, and the outcomes were contrastively analyzed after the sequencing process. Prior to the isolation of 5' promoter sequence by genome walking technology, three specific primers were designed based on MT-2 cDNA sequence. Meanwhile, the cis-acting elements of MT-2 gene were analyzed by Promoter Prediction online software. Results: After PCR and sequencing processes, a 2 826 bp coding sequence of MT-2 gene were obtained, four exons and four introns were found to compose the coding area by comparing with the known MT-2 cDNA sequence (accession No.KC787373.1). Besides, after genome walking and Promoter Prediction online analysing, a 1 534 bp promoter region of MT-2 was isolated, which contained not only CAAT box, TAAT box, and other core promoter elements, but also three MRE elements which specifically response to heavy metal involved in regulating the MT-2 expression. Conclusion: The expression of MT-2 gene in P. aspergillum can be induced by heavy metal, and the transcriptional level is achieved by MRE regulatory elements located in MT-2 gene promoter region.

A two-point Dixon technique for water-fat separation using multiresolution and region-growing algorithm / 南方医科大学学报

<p><b>OBJECTIVE</b>An improved water-fat separation method based on region-growing was proposed for use in regions with low signal-noise ratio (SNR).</p><p><b>METHODS</b>Region-growing method was applied to 4 sub-images acquired by a down- sampling operation on the acquired phasor maps. The spatial smoothing constraint was exploited to calculate 4 error phasor maps to construct the final smooth error phasor map, which was used in two-point Dixon technique for water-fat separation.</p><p><b>RESULTS</b>The simulation experiment showed that the proposed method produced smaller errors, and for clinical images of the knees, abdomen and lower limbs, the proposed method achieved accurate water-fat separations.</p><p><b>CONCLUSION</b>The proposed method is more robust and reliable than the original global region-growing algorithm, and serves as a promising water-fat separation method for clinical applications.</p>

Experience of LU Zhi-zheng to apply tenuifolia / 中国中药杂志

Professor LU Zhi-zheng, one of the first traditional Chinese medicine masters, is good at using tenuifoliain clinical practice, which often brings unexpected surprises. Lu said, tenuifolia is a mild herbal medicine with the nature of upward dispersion and outward penetration but not dryness. Tenuifolia has the following functions: making people conscious, relieving sore throat, diverging incubated diseases, regulating functional activities of qi, sending up Yang, dispelling wind evil and eliminating dampness, and activating collaterals to relieve pain. When well used, it will not only enhance the effect of monarch drug, but also restrict the impetuosity nature in a prescription, achieving better efficacy.

Study on the risk of HBV infection among spouses of HBsAg carriers / 中华流行病学杂志

<p><b>OBJECTIVE</b>To investigate the risk of HBV infection among the spouses of hepatitis B virus surface antigen (HBsAg) carriers and to provide a reference for developing strategies on hepatitis B control and prevention.</p><p><b>METHODS</b>A case-control study including HBsAg carriers aged 20 - 45 years-old from the nationwide sero-epidemiological survey for Hepatitis B in both Guangdong and Jiangxi provinces in 2006, together with their spouses were selected as case group, while. HBsAg negative persons and their spouses were among the control groups, under the same residential areas, gender, age and age of marriage to the HBsAg carriers. Questionnaire survey and hepatitis B serological markers detection were carried out, together with the HBV genotype detection among the HBsAg positive couples between husband and wife by PCR.</p><p><b>RESULTS</b>Among the spouses of HBsAg carriers, the positive rate of HBsAg was 13.21%, while the rate was 6.29% for the spouse of HBsAg negative population, with difference statistically significant (χ² = 4.23, P < 0.05). HBsAg positive rate among spouses of the case group was higher than that in the control group. Among the spouses of HBsAg carriers, the HBsAg rate was positively correlated with the age of marriage, frequency of sexual intercourse and condom use. There were 21 pairs of HBsAg carriers between husband and wife, and HBV were isolated among 13 pairs, and there were 11 pairs carrying the same HBV genotype, accounting for 84.62%. HBV genotypes would include 8 pairs of type B and 3 pairs of type C. However, only 2 pairs were infected with different HBV genotype.</p><p><b>CONCLUSION</b>High risks of HBV infection existed in the spouses of HBsAg carriers. It was important to ask the HBsAg carriers to take the initiative in informing their spouses, and carrying out the appropriate measures, such as safe sex or timely hepatitis B vaccination for the spouse of HBsAg carriers etc., so as to reduce the HBV transmission between husband and wife.</p>

Change s of haemagglutination inhibitionan tibody level within one month after in fluenza A (H1N 1) vaccination / 中华微生物学和免疫学杂志

Objective To find the changes of haemagglutination inhibition ( HI ) antibody level against A/California/07/2009 (H1N1) within one month after pandemic A/H1N1 influenza vaccine (A/H1N1InfV) vaccination, and to provide data for drawing up immunization protocols against novel influenza . Methods The HI antibodies against A/California/07/2009 (H1N1) in sera from the inoculated subjects were tested by HI test .The geometric mean titer ( GMT) , geometric mean increase ( GMI) , seroconversion (SC) rate, seroprotection (SP) rate of HI antibodies were compared among the sera collected on day 3, 7, 14, 30 post vaccination .Results 961 participants were injected with A/H1N1InfV.In subjects aged 3 to 11 years, the antibody level peaked on day 14 post vaccination, but neither on day 14 nor on day 30, the lower bound of the two -sided 95%CI for the SP rate could fulfill the criteria of the FDA for influenza vac-cine.In subjects aged 12 to 60 years, the antibody level peaked on day 14 post vaccination and the SC rate , SP rate and GMI fulfilled the criteria of the European Medicines Agency ( EMEA) and the FDA for influenza vaccine. In subjects aged more than 60 years, the antibody level peaked on day 30 post vaccination , and the SC rate, SP rate and GMI on day 30 fulfilled the criteria of the EMEA and the FDA .Conclusion One dose A/H1N1InfV vaccination was able to induce enough protection on day 14 for subjects aged 12 to 60 years, on day 30 for subjects aged more than 60 years;however , for subjects aged 3 to 11 years who were antibody-negative at baseline , the lower bound of the two-sided 95%CI for the SP rate on day 14 and day 30 couldn′t fulfill the criteria of the FDA for influenza vaccine .

Adaptive regularized super-resolution reconstruction for magnetic resonance images / 南方医科大学学报

To increase the resolution and signal-to-noise ratio (SNR) of magnetic resonance (MR) images, an adaptively regularized super-resolution reconstruction algorithm was proposed and applied to acquire high resolution MR images from 4 subpixel-shifted low resolution images on the same anatomical slice. The new regularization parameter, which allowed the cost function of the new algorithm to be locally convex within the definition region, was introduced by the piori information to enhance detail restoration of the image with a high frequency. The experiment results proved that the proposed algorithm was superior to other counterparts in achieving the reconstruction of low-resolution MR images.

Antagonism of tert-butylhydroquinone on neurotoxicity and oxidative stress induced by paraquat in PC12 / 中华劳动卫生职业病杂志

<p><b>OBJECTIVE</b>To investigate the protective effects of the tert-butylhydroquinone (tBHQ) pretreatment on neurotoxicity and oxidative stress induced by paraquat (PQ) in PC12 cells.</p><p><b>METHODS</b>Cytotoxicity of PC12 cells was measured by MTT assay, following the PC12 cells treatment with different concentrations of 100, 300 micromol/L PQ for 24 h and 48 h. PC12 cells were pretreated with or without 40 micromol/L tBHQ for 4 h, PC12 cells were exposed to PQ at the doses of 0, 100, 300 micromol/L for 24 h and 48 h, respectively. The viability of PC12 cells was measured by MTT assay, the apoptosis rates of PC12 cells were detected by flow cytometry (FCM) and the malondialdehyde (MDA) levels of PC12 cells were examine by thiobarbituric acid (TBA) method.</p><p><b>RESULTS</b>When the exposure doses of PQ were 100 and 300 micromol/L for 24 h, the viability of PC12 cells pretreated with tBHQ was significantly higher than that of PC12 cells only exposed to PQ (P < 0.05 or P < 0.01). When the exposure dose of PQ was 100 micromol/L for 48 h, the viability of PC12 cells pretreated with tBHQ was significantly higher than that of PC12 cells only exposed to PQ (P < 0.01). When the exposure doses of PQ were 100 and 300 micromol/L for 24 h, the apoptosis rates and MDA levels of PC12 cells pretreated with tBHQ were significantly lower than those of PC12 cells only exposed to PQ (P < 0.05 or P < 0.01).</p><p><b>CONCLUSIONS</b>tBHQ pretreatment can reduce the cytotoxicity, apoptosis and oxidative stress induced by PQ in PC12 cells.</p>

Research on algorithms based on Markov random models for diffusion tensor-magnetic resonance images / 南方医科大学学报

With the utilization of diffusion tensor information of image voxels, a novel MRF (Markov Random Field) segmentation algorithm was proposed for diffusion tensor MRI (DT-MRI) images benefitted from the introduction of Frobenius norm. The comparison of the segmentation effects between the proposed algorithm and K-means segmentation algorithm for DT-MRI image was made, which showed that the new algorithm could segment the DT-MRI images more accurately than the K-means algorithm. Moreover, with the same segmentation algorithm of MRF, better outcomes were achieved in DT-MRI than in conventional MRI (T2WI) image.

Adaptive super resolution algorithm for under-sampled images / 南方医科大学学报

A new algorithm of adaptive super-resolution (SR) reconstruction based on the regularization parameter is proposed to reconstruct a high-resolution (HR) image from the low-resolution (LR) image sequence, which takes into full account the inaccurate estimates of motion error, point spread function (PSF) and the additive Gaussian noise in the LR image sequence. We established a novel nonlinear adaptive regularization function and analyzed experimentally its convexity to obtain the adaptive step size. This novel algorithm can effectively improve the spatial resolution of the image and the rate of convergence, which is verified by the experiment on optical images.

Association between clinical ischemic events and carotid calcification evaluated by 64 slices CT angiography / 中华心血管病杂志

<p><b>OBJECTIVE</b>To explore the relationship between clinical ischemic events and carotid calcification detected by 64 slices CT angiography.</p><p><b>METHODS</b>We retrospectively analyzed the carotid calcified plaques in 116 patients underwent the 64 slices CT angiography. The relationship between the carotid calcification and the clinical ischemic events was analyzed.</p><p><b>RESULTS</b>A total of 377 plaques were detected and the incidence of carotid plaque calcification was 63.40%. Incidence of plaque calcification was significantly lower in patients with ages < 50 years than that in patients with ages 51 - 59 years, 60 - 69 years and higher than 70 years (P = 0.003, P = 0.002, P = 0.000, respectively). The incidence of plaque calcification in the common carotid artery was significantly lower than the carotid bifurcation (P = 0.000) and the internal carotid artery (P = 0.000). The incidences of calcification in the mild, moderate and severe degree of stenosis and occlusion were 46.54%, 33.33%, 26.67% and 0% respectively. The distribution of intraplaque calcium was similar between patients with ischemic event and non-ischemic event group. However, the incidence of calcification was significantly lower patients with ischemic event than that in patients without ischemic event (30.34% vs. 43.10%, P = 0.013). Calcified plaque was negatively associated with ischemic event (beta = -0.688, P = 0.006).</p><p><b>CONCLUSION</b>64 slices CT angiography can analyze the characterization of carotid plaque calcium.</p>

Expression of myocardial collagen I in early acute myocardial ischemic of human / 法医学杂志

OBJECTIVE@#To estimate the significance of myocardial collagen I in the early acute myocardial ischemia of human.@*METHODS@#The myocardial paraffin block had normal group, early myocardial ischemia group and myocardial infarction group. The myocardial collagen I was observed with immunohistochemical staining and analyzed by half-quantity.@*RESULTS@#The similar expression of collagen I was observed in the cytoplasm and nucleolus in two groups.@*CONCLUSION@#The collagen I appeared in the myocardium of early acute myocardial ischemia of human. It may be an important index for postmortem diagnosis of the early acute myocardial ischemia.

Identification of microRNA precursors with support vector machine and string kernel / 基因组蛋白质组与生物信息学报·英文版

MicroRNAs (miRNAs) are one family of short (21-23 nt) regulatory non-coding RNAs processed from long (70-110 nt) miRNA precursors (pre-miRNAs). Identifying true and false precursors plays an important role in computational identification of miRNAs. Some numerical features have been extracted from precursor sequences and their secondary structures to suit some classification methods; however, they may lose some usefully discriminative information hidden in sequences and structures. In this study, pre-miRNA sequences and their secondary structures are directly used to construct an exponential kernel based on weighted Levenshtein distance between two sequences. This string kernel is then combined with support vector machine (SVM) for detecting true and false pre-miRNAs. Based on 331 training samples of true and false human pre-miRNAs, 2 key parameters in SVM are selected by 5-fold cross validation and grid search, and 5 realizations with different 5-fold partitions are executed. Among 16 independent test sets from 3 human, 8 animal, 2 plant, 1 virus, and 2 artificially false human pre-miRNAs, our method statistically outperforms the previous SVM-based technique on 11 sets, including 3 human, 7 animal, and 1 false human pre-miRNAs. In particular, premiRNAs with multiple loops that were usually excluded in the previous work are correctly identified in this study with an accuracy of 92.66%.

Sex determination by studying head CT film / 法医学杂志

OBJECTIVE@#To explore the methods for sex determination on head CT film.@*METHODS@#To establish the sex determination equations by binary regression analysis of cranial skeletal indices obtained on head CT film.@*RESULTS@#A single element equation by applying the index of the width of ansa capitis and a multi-element equation by applying multitude indices were established.@*CONCLUSION@#The equations for sex determination on head CT film were established.