Objective:To explore a blood cell recognition algorithm that combined threshold image segmentation with deep learning in conventional image processing,so as to be used in automatic recognition and classification of blood cell smears.Method:Global threshold segmentation was used to extract blood cells from blood cell smears and to store them separately.The segmented cell images were manually labeled and classified so as to reduce the requirements for hardware in subsequent processing.The deep learning training of labeled images was on the basis of the GoogLeNet pre training model,which could generate deep learning model of automatic recognition that could be used in the images of blood cell smear.The trained model could be used to evaluate the test set,and generate confusion matrix and area under curve(AUC)value of receiver operating characteristic(ROC)curve.Result:This preprocessing has been proven that it can improve the training of deep learning model,and the subsequent recognition speed of using model can exceed over 10 times.Using the online image dataset Raabin WBC Data of blood cell smear,the accuracy of model training reached to 93.06%.Both of them obtained favorable results.Conclusion:The blood cell recognition algorithm based on the combination of threshold image segmentation and deep learning can greatly improve the efficiency of recognition and classification of blood cells,and ensure accuracy of the diagnosis of blood related diseases.

The aquatic grass Zizania latifolia grows symbiotically with the fungus Ustilago esculenta producing swollen structures called Jiaobai, widely cultivated in China. A new disease of Z. latifolia was found in Zhejiang Province, China. Initial lesions appeared on the leaf sheaths or sometimes on the leaves near the leaf sheaths. The lesions extended along the axis of the leaf shoots and formed long brown to dark brown streaks from the leaf sheath to the leaf, causing sheath rot and death of entire leaves on young plants. The pathogen was isolated and identified as the bacterium Pantoea ananatis, based on 16S ribosomal RNA (rRNA) gene sequencing, multilocus sequence analysis (atpD (β-subunit of ATP synthase F1), gyrB (DNA gyrase subunit B), infB (translation initiation factor 2), and rpoB (β‍-subunit of RNA polymerase) genes), and pathogenicity tests. Ultrastructural observations using scanning electron microscopy revealed that the bacterial cells colonized the vascular tissues in leaf sheaths, forming biofilms on the inner surface of vessel walls, and extended between vessel elements via the perforated plates. To achieve efficient detection and diagnosis of P. ananatis, species-specific primer pairs were designed and validated by testing closely related and unrelated species and diseased tissues of Z. latifolia. This is the first report of bacterial sheath rot disease of Z. latifolia caused by P. ananatis in China.
Pantoea/genetics* ; Plant Diseases/microbiology* ; Poaceae/microbiology* ; Virulence

Objective:To explore the relationship between pathogens in the olfactory cleft area and olfactory disorders in patients with upper respiratory inflammation (URI) during the prevention and control of 2019 novel coronavirus disease (COVID-19).Methods:A total of 234 URI patients including acute upper respiratory infection, chronic rhinosinusitis (CRS), allergic rhinitis (AR) were continuously selected from September 2020 to March 2021 in Beijing Anzhen Hospital and 98 healthy adults were enrolled as controls. The secretions from the olfactory cleft of all subjects were collected with nasal swabs under nasal endoscopy. Multiple real-time fluorescent quantitative polymerase chain reaction detection method was used to detect nucleic acids of 33 types of respiratory pathogenic microorganism. Sniffin′ Sticks olfactory test was performed on all patients with URI. URI patients with olfactory dysfunction were followed up for 9 (8, 10) months ( M ( Q1, Q3)). SPSS 20.0 software was used for statistical analysis. Results:Among the 98 controls, 9 (9.18%) were positive for pathogenic microorganisms, including 1 (1.02%) rhinovirus, 1 (1.02%) parainfluenza virus type 3, 3 (3.06%) enterovirus, 1 (1.02%) staphylococcus aureus and 3 (3.06%) Moraxella catarrhalis. Among the 234 URI patients, 111 (47.44%) had olfactory disorders and 123 (52.56%) had normal sense of smell. In the olfactory disorder group (111 cases), 38 cases (34.23%) were positive for pathogenic microorganisms, and 4 cases (3.60%) were mixed infection, including 11 cases of rhinovirus (9.91%), 5 cases of coronavirus 229E (4.50%), 2 cases of coronavirus OC43/NL63 (1.80%), 3 cases of parainfluenza virus type 1 (2.70%), 2 cases of enterovirus (1.80%), 1 case of influenza B virus type BV (0.90%), 11 cases of Staphylococcus aureus (9.91%), 7 cases of Moraxella catarrhalis (6.31%), and 1 case of Klebsiella pneumoniae (0.90%). In the normal smell group (123 cases), 18 cases (14.63%) were positive for pathogenic microorganisms, and 1 case (0.81%) was mixed infection, including 3 cases of rhinovirus (2.44%), 4 cases of coronavirus 229E (3.25%), 1 case of Influenza virus type 3 (0.81%), 3 cases of enterovirus (2.44%), 3 cases of Staphylococcus aureus (2.44%), 4 cases of Moraxella catarrhalis (3.25%), and 1 case of Klebsiella pneumoniae (0.81%). Univariate analysis between the two groups found that there were significant differences in the detection rate of pathogenic microorganisms, rhinovirus and Staphylococcus aureus between the groups (all P<0.05). The detection rate of parainfluenza virus type 1, Staphylococcus aureus, and rhinovirus were different between the patients with olfactory disorder and normal olfactory function in the three subgroups of acute upper respiratory tract infection, CRS and AR, respectively (χ 2 value was 3.88, 4.53 and 4.73, respectively, all P<0.05). During the follow-up period, among the 111 patients with olfactory disorder, 71 (63.96%) patients′ olfactory function returned to normal, 32 (28.83%) patients′ olfactory function improved but not completely returned to normal, 8 (7.21%) patients′ olfactory function did not improve. Conclusions:During the prevention and control of COVID-19, rhinovirus or Staphylococcus aureus infection or colonization of URI patients is closely related to olfactory disorders. Parainfluenza virus type 1 infection can cause relatively persistent olfactory disorders in patients with acute upper respiratory tract infection. Staphylococcus aureus and rhinovirus colonization are related to the occurrence of olfactory dysfunction in CRS and AR patients respectively.

Objective:To analyze the factors affecting olfactory disfunctions in patients with chronic rhinosinusitis with nasal polyps (CRSwNP).Methods:This was a retrospective analysis. Eighty-eight patients with CRSwNP who underwent endoscopic sinus surgery in Beijing Anzhen Hospital from 2014 to 2018 were enrolled, including 22 males and 66 females, with the age of (48.1±11.3) years old(Mean±SD). Sniffin′ Sticks olfactory test, Lund-Mackay score and modified sinus CT olfactory cleft score, nasal resistance and acoustic reflex examination, blood routine and blood biochemistry test, serum specific IgE test were performed before surgery and nasal polyps of all patients were collected for eosinophil count during surgery. According to bilateral total TDI score, the patients were divided into normal olfactory function group and olfactory disfunction group. The clinical baseline data were compared between the two groups. According to the results of single factor analysis, factors which were significant different between the two groups and clinically useful indicators were further included in the multivariate Logistic regression model analysis, then a model predicting olfactory disfunction in patients with CRSwNP was initially established. P<0.05 was considered statistically significant. Results:Among 88 patients with CRSwNP, 32 (36.4%) patients were with normal olfaction and 56 (63.6%) patients were with olfactory disfunction, including 40 (45.5%) of hyposmia and 16 (18.2%) of anosmia. Tissue eosinophil count, blood eosinophil percentage and blood urea concentration had significant difference between the two groups (12.7[2.0, 52.3]/HP ( M[ P25, P75]) vs 38.6[16.2, 87.0]/HP, 2.75[1.60, 4.80]% vs 4.35[2.50, 6.60]%, (5.56±1.15) mmol/L vs (4.98±1.33) mmol/L, all P<0.05). Modified sinus CT olfactory cleft score and Lund-Mackay score except for ostiomeatal complex score were statistically significant between the two groups (all P<0.05). Multivariate Logistic regression analysis showed that the bilateral and total olfactory cleft score and blood urea concentration were statistically significant, in addition, the bilateral and total olfactory cleft score was a risk factor ( OR=2.108, 95 %CI: 1.407-3.159, P<0.001) and blood urea within a certain concentration was a protective factor ( OR=0.461, 95 %CI: 0.240-0.884, P=0.020). Further studies found that the area under the ROC curve of the model with tissue eosinophil count, blood eosinophil percentage, bilateral and total olfactory cleft score, total inspiratory volume and blood urea concentration was 0.888 ( P<0.01), which had good predictive value for olfactory disorders in CRSwNP. Conclusions:The modified sinus CT olfactory cleft score is closely related to the olfactory disorders in patients with CRSwNP. A certain degree of elevated blood urea concentration may have a protective effect on the olfactory function of patients with CRSwNP.

Objective To retrospectively analyze and compare the clinical application value of core-needle biopsy (CNB) histology and fine needle aspiration (FNA) cytology in diagnosing malignant thyroid nodules. Methods A total of 134 patients with 137 thyroid nodules (93 malignant nodules and 44 benign nodules) were included in this study. Under ultrasound guidance, successive use of 22 G fine needle and18 G core-needle to puncture each nodule was performed for sampling of thyroid nodule. Surgical findings and pathological manifestations were compared with clinical follow-up results. The success rate of sampling and the diagnostic accuracy, sensitivity as well as specificity for malignant thyroid nodules were compared among FNA, CNB, and CNB/FNA. Results The success rate of puncture sampling with FNA, CNB and FNA/CNB for thyroid nodules was 89.1％, 97.8％ and 100％ respectively. For malignant thyroid nodules, the diagnostic accuracy of FNA, CNB and FNA/CNB was 79.6％, 91.9％ and 96.4％ respectively, the sensitivity was 81.7％, 94.6％ and 97.8％ respectively, and the specificity was 75.0％, 86.4％ and 93.2％ respectively. The success rate of puncture sampling by using CNB or FNA/CNB was significantly higher than that by using FNA (P<0.01), moreover, the diagnostic accuracy and sensitivity for malignant thyroid nodules by using CNB or FNA/CNB was also remarkably higher than those by using FNA (P<0.01) . Conclusion In making diagnosis of malignant thyroid nodules, CNB is accurate, safe and reliable. CNB can be used as a complementary or alternative technique to FNA in clinical practice.

Objective To study the incidence and duration of residual dizziness after successful repositioning treatment in patients with benign paroxysmal positional vertigo(BPPV) and the clinical factors associated with the residual dizziness.Methods A total of 202 cases of confirmed BPPV patients,61 males and 141 females with the average age of 54.78± 13.71 years old,were followed up for 2 months after successful particle repositioning.The incidence and duration of residual dizziness were analyzed.The risk factors for residual dizziness were analyzed by logistic regression.Results A total of 202 cases of confirmed BPPV were included in this study,and 113 cases complained of residual dizziness.Over the time,residual dizziness disappeared gradually.The differences of the age,the duration of vertigo before treatment,recurrent,and underlying diseases between the two group were significant (P ＜0.05),while the side,the gender,the incubation period of BPPV,the duration time of BPPV,and the types of canals were not associated with the residual dizziness(P＞0.05).The logistic regression analysis showed that the duration of vertigo before treatment and the age were the risk factors for residual dizziness.Conclusion More than half of the patients included in this study complained of residual dizziness after particle repositioning,and the symptoms disappeared naturally.The duration of vertigo before treatment and the age were the risk factors for residual dizziness.

Objective: To explore sarcoplasmic reticulum ryanodine receptor2 (RyR 2) expression and calcium releasing function in chronic heart failure (CHF) rabbits and to study the impact of long term valsartan treatment in relevant animals. Methods: HF model was established by volume overloading with pressure overloading in experimental rabbits. 27 rabbits were divided into 3 groups: Sham group, HF group and HF+valsartan group. n=9 in each group and the animals were treated for 7 weeks. Left ventricular structure, hemodynamic parameters, expression and functional changes of myocardiocyte sarcoplasmic reticulum RyR 2 were observed and compared among different groups. Results: Compared with Sham group, HF group had increased left ventricular mess index (LVMI), left ventricular end diastolic pressure (LVEDP) and decreased left ventricular shortening fraction, LVEF, all P<0.05. Compared with HF group, HF+valsartan group showed decreased LVMI, LVEDP and increased left ventricular shortening fraction, LVEF, all P<0.05. Sarcoplasmic reticulum RyR 2 expression and calcium releasing function were lower in HF group than Sham group, P<0.05; while they were both higher in HF+valsartan group than HF group, P<0.05. Conclusion: Long term application of valsartan could improve the cardiac function which might be related to increased myocardial sarcoplasmic reticulum RyR 2 expression and calcium releasing function in experimental CHF rabbits.

OBJECTIVE:To provide reference for improving the practical application of fluorescence quantitative reverse tran-scription-polymerase chain reaction (RT-PCR) for the live-attenuated mumps vaccine manufacturing. METHODS:A regression equation of standard titer-ct value was established;micro cytopathic effect(micro-CPE)and fluorescence quantitative RT-PCR were respectively adopted for the titer of 10 batches of single harvest liquid of live-attenuated mumps vaccine and end products,and the results were compared. RESULTS:According to the t-test analysis,the P were respectively 0.743 and 0.868,and the average val-ues were in the range of (-0.174,0.094) and (-0.113,0.153),with no significant differences. They were similar. CONCLU-SIONS:Fluorescence quantitative RT-PCR can be used for the titer detection of single harvest liquid and end products in the pro-cess of live-attenuated mumps vaccine manufacturing. And it is expected to further upgrade to Chinese Pharmacopoeia method.

Objective The aim of this study is to explore the significance of fitting hearing aids before cochle_ar implantation by studying the postoperative impact on neural response telemetry (NRT ) threshold ,the subjective threshold(T -level) and maximal comfort level(C-level) values .Methods A total of 45 patients with cochlear im_plants were divided into 3 groups:patients in group HA1(n=17)had worn hearing aids preoperatively more than 6 months and the age of starting wearing hearing aids was yonger than 3 .5 years old ,patients in group HA2(n=8) had worn hearing aids preoperatively more than 6 months and the starting age was older than 3 .5 years old ,patients in group NHA(n=20 )never wore hearing aids before ACI .The postoperative electrode impedance ,NRT value and T -level and C -level were evaluated at 3rd ,6th ,and 12th months ,respectively .ResuIts Electrode impedances were 10 .9 ± 2 .1 kΩ in NHA group ,10 .5 ± 2 .3 kΩ in HA1 group ,10 .7 ± 2 .7 kΩ in HA2 group ,respectively ,and there were no statistically significant differences .Significant differences were found between group HA1 and group NHA ,group HA1 and group HA2 in terms of NRT threshold value ,T -level or C-level(P<0 .05) .There were no statistically significant differences between group HA2 and group NHA with respect to NRT threshold values ,T-level as well as C-level(P>0 .05) .ConcIusion The results of this study showed that wearing hearing aids for a longer time before CI was beneficial for hearing rehabilitation postoperatively .

Objective:To explore the influence on inflammation cytokines for anti-IL-1βand TNF-αIgY intranasal treatment in guinea pigs with allergic rhinitis.Methods:The allergic rhinitis model in guinea pigs was established using ovalbumin(OVA).Hartley guinea pigs were randomly divided into the control group(group C,n=17),the allergic rhinitis model group(group M,n=27),the 0.1%anti-IL-1βand TNF-αIgY treatment group(group Z1,n=21)and the fluticasone propionate treatment group(group Z2,n=21). At 2 h,4 h and 8 h after the last treatment,blood was got by heart puncture,as well as nose was lavaged using 0.9% saline and the nasal lavage fluid( NLF) was collected.The level of cytokines was examined using ELISA kits.Results: In the peripheral blood, the levels of IL-1β,IL-5,IL-9,IL-13,IL-18,IL-33 and TGF-β1 from 2 h to 8 h;TNF-αand OVA-specific IgE from 2 h to 4 h;and IL-22 from 4 h to 8 h were significantly decreased in the 0.1%anti-IL-1βand TNF-αIgY treatment group compared with the allergic rhinitis model group(P<0.05).In the NLF,the levels of IL-1β,IL-5,IL-9,IL-13,IL-22,IL-33,TNF-α,TGF-β1 and OVA-specific IgE from 2 h to 8 h;and IL-18 at 2 h were significantly decreased in the 0.1% anti-IL-1βand TNF-αIgY treatment group compared with the allergic rhinitis model group ( P<0.05 ) .Conclusion: Anti-IL-1βand TNF-αIgY intranasal treatment can significantly reduce inflammation cytokine levels in allergic rhinitis guinea pigs.