A novel method for maize leaf disease classification using the RGB-D post-segmentation image data.

Maize (Zea mays L.) is one of the most important crops, influencing food production and even the whole industry. In recent years, global crop production has been facing great challenges from diseases. However, most of the traditional methods make it difficult to efficiently identify disease-related phenotypes in germplasm resources, especially in actual field environments. To overcome this limitation, our study aims to evaluate the potential of the multi-sensor synchronized RGB-D camera with depth information for maize leaf disease classification. We distinguished maize leaves from the background based on the RGB-D depth information to eliminate interference from complex field environments. Four deep learning models (i.e., Resnet50, MobilenetV2, Vgg16, and Efficientnet-B3) were used to classify three main types of maize diseases, i.e., the curvularia leaf spot [Curvularia lunata (Wakker) Boedijn], the small spot [Bipolaris maydis (Nishik.) Shoemaker], and the mixed spot diseases. We finally compared the pre-segmentation and post-segmentation results to test the robustness of the above models. Our main findings are: 1) The maize disease classification models based on the pre-segmentation image data performed slightly better than the ones based on the post-segmentation image data. 2) The pre-segmentation models overestimated the accuracy of disease classification due to the complexity of the background, but post-segmentation models focusing on leaf disease features provided more practical results with shorter prediction times. 3) Among the post-segmentation models, the Resnet50 and MobilenetV2 models showed similar accuracy and were better than the Vgg16 and Efficientnet-B3 models, and the MobilenetV2 model performed better than the other three models in terms of the size and the single image prediction time. Overall, this study provides a novel method for maize leaf disease classification using the post-segmentation image data from a multi-sensor synchronized RGB-D camera and offers the possibility of developing relevant portable devices.

[Effect and mechanism of ultraviolet-cross-linkable chitosan-carbon dots-morin hydrogel treating for rat cartilage injury].

Objective: To construct a ultraviolet-cross-linkable chitosan-carbon dots-morin (NMCM) hydrogel, observe whether it can repair cartilage injury by in vivo and in vitro experiments, and explore the related mechanism. Methods: The chitosan was taken to prepare the ultraviolet (UV)-cross-linkable chitosan by combining methacrylic anhydride, and the carbon dots by combining acrylamide. The two solutions were mixed and added morin solution. After UV irradiation, the NMCM hydrogel was obtained, and its sustained release performance was tested. Chondrocytes were separated from normal and knee osteoarticular (KOA) cartilage tissue donated by patients with joint replacement and identified by toluidine blue staining. The 3rd generation KOA chondrocytes were co-cultured with the morin solutions with concentrations of 12.5, 25.0, 50.0 µmol/L and NMCM hydrogel loaded with morin of the same concentrations, respectively. The effects of morin and NMCM hydrogel on the proliferation of chondrocytes were detected by cell counting kit 8 (CCK-8). After co-cultured with NMCM hydrogel loaded with 50 µmol/L morin, the level of collagen type Ⅱ (COL-Ⅱ) of KOA chondrocytes was detected by immunofluorescence staining, and the level of reactive oxygen species (ROS) was detected by 2, 7-dichlorodihydrofluorescein diacetate (DCFH-DA) probe. Twenty 4-week old Sprague Dawley rats were selected to construct a articular cartilage injury of right hind limb model, and were randomly divided into two groups ( n=10). The cartilage injury of the experimental group was repaired with NMCM hydrogel loaded with 25 µmol/L morin, and the control group was not treated. At 4 weeks after operation, the repair of cartilage injury was observed by micro-CT and gross observation and scored by the International Cartilage Repair Association (ICRS) general scoring. The cartilage tissue and subchondral bone tissue were observed by Safranine-O-fast green staining and COL-Ⅱ immunohistochemistry staining and scored by ICRS histological scoring. The expressions of tumor necrosis factor α (TNF-α), nuclear factor κB (NK-κB), matrix metalloproteinase 13 (MMP-13), and COL-Ⅱ were detected by Western blot and real-time fluorescence quantitative PCR. Results: NMCM hydrogels loaded with different concentrations of morin were successfully constructed. The drug release rate was fast in a short period of time, gradually slowed down after 24 hours, and the amount of drug release was close to 0 at 96 hours. At this time, the cumulative drug release rate reached 88%. Morin with a concentration ≤50 µmol/L had no toxic effect on chondrocytes, and the proliferation of chondrocytes improved under the intervention of NMCM hydrogel ( P<0.05). NMCM hydrogel loaded with morin could increase the level of COL-Ⅱ in KOA chondrocytes ( P<0.05) and reduce the level of ROS ( P<0.05), but it did not reach the normal level ( P<0.05). Animal experiments showed that in the experimental group, the articular surface was rough and the defects were visible at 4 weeks after operation, but the surrounding tissues were repaired and the joint space remained normal; in the control group, the articular surface was rougher, and no repair tissue was found for cartilage defects. Compared with the control group, the experimental group had more chondrocytes, increased COL-Ⅱ expression, and higher ICRS gross and histological scores ( P<0.05); the relative expressions of MMP-13, NF-κB, and TNF-α protein and mRNA significantly decreased ( P<0.05), and the relative expressions of COL-Ⅱ protein/COL-2a1 mRNA significantly increased ( P<0.05). Conclusion: NMCM hydrogel can promote chondrocytes proliferation, down regulate chondrocyte catabolism, resist oxidative stress, protect chondrocytes from cartilage injury, and promote cartilage repair.

Work-family conflict and posttraumatic stress symptoms among college teachers during the COVID-19 pandemic.

The study aimed to examine the indirect factors underlying the association between work-family conflict and posttraumatic stress symptoms (PTSS) in college teachers during the COVID-19 pandemic. Three potential indirect factors were examined: perceived stress, basic psychological needs, and rumination. A total of 274 college teachers were recruited. All participants completed an electronic questionnaire that assessed their exposure to the pandemic, work-family conflict, perceived stress, basic psychological needs, rumination, and PTSS. The results showed that after controlling for pandemic exposure, gender, and age, work-family conflict was associated with PTSS via perceived stress alone, rumination alone, a path from perceived stress to basic psychological needs, and a path from perceived stress to rumination. These results indicate that work-family conflict is positively associated with PTSS indirectly via perceived stress, rumination, and basic psychological needs during the COVID-19 pandemic. These three mediators may completely explain the relation of work-family conflict to PTSS.

Orelabrutinib-bruton tyrosine kinase inhibitor-based regimens in the treatment of central nervous system lymphoma: a retrospective study.

BACKGROUND: Central nervous system lymphoma (CNSL) is an aggressive lymphoma. Orelabrutinib, an oral Bruton tyrosine kinase inhibitor, is a new treatment strategy for CNSL. This study aims to evaluate the efficacy and safety of orelabrutinib-based regimens in the treatment of patients with CNSL. METHODS: Twenty-three patients with CNSL were included in this retrospective study. All patients received the orelabrutinib-based regimen. Efficacy was evaluated based on investigators' assessment of overall response rate (ORR), complete response/unconfirmed complete response (CR/CRu), partial response (PR), stable disease (SD), progressive disease (PD), duration of response (DOR), progression-free survival (PFS) and overall survival (OS). The safety of orelabrutinib-based regimens has also been evaluated. RESULTS: A total of 17.39% of patients received orelabrutinib-based regimens for consolidation therapy, and 82.61% of patients for induction therapy (4 newly diagnosed CNSL, 15 relapsed/refractory CNSL). In the newly diagnosed CNSL group, the ORR was 100% (1 CR, 1 CRu, 2 PR). The 6-month DOR rate, 6-month PFS rate, and 6-month OS rate were 100%, 100%, and 100%, respectively. Of the 15 relapsed/refractory CNSL patients, five therapy regimens were applied (orelabrutinib, n = 3; orelabrutinib/immunotherapy, n = 3; orelabrutinib/chemotherapy, n = 2; orelabrutinib/immunochemotherapy, n = 6; orelabrutinib/radiotherapy, n = 1). The ORR was 60.00% (4 CR, 5 PR). The 6-month DOR rate, 6-month PFS rate, and 6-month OS rate were 92.30%, 67.70%, and 70.00%, respectively. Twenty-one patients reported adverse events (AEs), and 6 patients experienced grade ≥ 3 AEs. CONCLUSION: Orelabrutinib-based regimens were efficacious and well-tolerated in patients with CNSL. These combined therapies offer a new potential therapeutic strategy for patients with CNSL.

Neotype designation and redescription of Tropidophorus guangxiensis Wen, 1992 (Squamata: Sauria: Scincidae), with description of a new subspecies from central South China.

The genus Tropidophorus consists of small semi-aquatic lizards that dwell in lowland forest steams (Barbour, 1921; Bauer & Jackman, 2008). Here, we designate the neotype and re-describe T. guangxiensis Wen, 1992 based on newly collected topotypic specimens. We also describe a new subspecies from Xuefeng Mountain, Hongjiang County, Hunan Province, central South China. Based on two mitochondrial genes (12S rRNA and 16S rRNA), the phylogenetic position of T. guangxiensis is allocated for the first time. Additionally, our data strongly support that the new subspecies is phylogenetically closely related to T. g. guangxiensis. We also present a morphological identification key for known species and subspecies of Tropidophorus in China.

Effect of Myofascial Trigger Points Electric Stimulation on Phantom Limb Pain after Lower Limb Amputation / 中国康复理论与实践

Objective:To explore the clinical efficacy of myofascial trigger point electric stimulation based on mirror therapy on phantom limb pain after lower limb amputation. Methods:From May to November, 2020, 50 patients with phantom limb pain after lower limb amputation were randomly divided into control group (n = 25) and experiment group (n = 25). Both groups accepted mirror therapy, while the experiment group received myofascial trigger point electric stimulation before mirror therapy, for four weeks. They were assessed with short-form of McGill Pain Questionnaire (SF-MPQ), Pittsburgh Sleep Quality Index (PSQI), Hamilton Anxiety Scale (HAMA), Timed 'Up & Go' Test (TUGT) and 6-minute walk test (6MWT) before and after treatment. Results:All the indexes improved in both groups after treatment (|t| > 8.210, P < 0.001), and improved more in the experiment group than in the control group (|t| > 5.103, P < 0.001), except the present pain intensity of SF-MPQ. Conclusion:Mirror therapy is effective on phantom limb pain after lower limb amputation in terms of pain, sleep, anxiety and walking, and the effect could be stronger after myofascial trigger point electric stimulation.

Activated hippo signal pathway inhibits cell proliferation and promotes apoptosis in NK/T cell lymphoma cells.

BACKGROUND: Natural Killer T-Cell Lymphoma (NKTCL) is a subtype of Non-Hodgkin's Lymphoma, and its morbidity is ranked the first of T-Cell Lymphoma. Hippo signaling pathway is involved in the pathogenesis of tumors. However, the role of Hippo signaling pathway in the oncogenesis of NKTCL still remains unclear. METHODS: The expressions of mammalian sterile 20-like kinase 1 (MST1) and Yes-associated protein (YAP) were investigated by RT-PCR and Western blotting. Cell viability was detected by MTT assays. Cell cycle and cell apoptosis were determined by flow cytometry. Cell proliferative capacity was detected by colony formation assay. Nude mice xenograft models were established and the tumor sections were analyzed by immunohistochemistry (IHC) staining. RESULTS: The expression of MST1 was significantly down-regulated in NKTCL tissues (n = 30) and cell lines, while the expression of YAP was significantly up-regulated, and the phosphorylation of YAP was inhibited. Overexpression of MST1, knockdown of YAP, or verteporfin (VP) treatment could inhibit cell proliferation, and promote cell cycle arrest and apoptosis in NKTCL cells, while knockdown of MST1 and overexpression of YAP promoted cell proliferation. Additionally, Bcl-2/Bax ratio and downstream effectors of Hippo signaling pathway (c-myc, survivin, cyclinD1, CTGF, and TEAD) were significantly decreased when MST1 was overexpressed and YAP was knocked down or after VP treatment. Furthermore, our mice model demonstrated that activation of Hippo signal pathway suppressed the tumorigenesis of NKTCL. CONCLUSION: The activation of Hippo signal pathway via overexpressing MST1 or down-regulating YAP can inhibit the tumorigenesis of NKTCL.

Cross-sectional study on clinic behavior and therapeutic status of patients with psoriatic arthritis in multi-center / 北京大学学报(医学版)

OBJECTIVE@#To investigate and analyse the features of treatment behavior and standardized therapeutic status of patients with psoriatic arthritis (PsA).@*METHODS@#Out patients diagnosed with PsA in People's Hospital of Peking University, Haidian Hospital, People's Hospital of Jianyang City, Central Hospital of Xinxiang City, Integrated Traditional Chinese and Western Medicine Hospital of Cangzhou City, The Third Hospital of Hebei Medical University from February to June 2018 were enrolled in this investigation. The data including gender, age of onset, course of disease, site of first consulting department, time of the first visit and definite diagnosis, follow-up interval, and use of conventional disease modifying anti-rheumatic drugs (cDMARDs) and biological DMARDs (BioDMARDs) were collected and analyzed.@*RESULTS@#In the cross-sectional study, 133 PsA patients were investigated. The mean age of onset was (47±11) years, the male to female ratio was 1.3:1, and mean disease duration was (16±8) years. Rheumatology department was the most common site of first hospital visit (37.6%, 50/133). Orthopedics department and dermatological department were visited by 24.1% (32/133) and 23.3% (31/133), respectively. Ratio of definite diagnosis was the highest in rheumatology department which was 78% (39/50). The ratio of definite diagnosis of dermatological department was the second highest, which was 19.4% (6/31). The mean definite diagnosed time was 7.6 months since the first visit of PsA patients, and diagnosed time was the shortest in rheumatology department, which had statistical significance. 37% PsA patients were treated appropriately in 3 months, 17.3% PsA patients were treated in 3-6 months and 40.2% patients with PsA visited their doctor more than once a year. 48.8% patients hadn't received standardized treatment before visit, and one third patients never received the therapy of DMARDs. Methotrexate was the most commonly used cDMARDs (58.3%), followed by leflunomide (20.5%) and BioDMARDs (19.7%), and biologicals were tumor necrosis factor antagonists.@*CONCLUSION@#In this multi-center study, the first visit department of PsA patients was widely distributed, and most patients were definitely diagnosed in Rheumatology Department. The time of their first visit and definite diagnosis were delayed due to multi factors. Nearly half of the patients did not receive standardized treatment.

Neglect and associated factors among preschool children in two-child families in southwest Shandong Province / 中国学校卫生

Objective@#To investigate neglect among preschool children in two-child families in southwest Shandong Province, and to provide reference is for improving nursing parenting quality of two-child families.@*Methods@#A questionnaire survey was conducted among 2 646 parents of two-child families and 2 074 parents of one-child families from 16 kindergartens in southwest Shandong Province.@*Results@#The total neglect rate of two-child family preschool children in southwest Shandong Province was 27.37%, and the degree score of neglect was(40.15±5.51). The physical neglect rate(10.39%), emotional neglect rate(40.15±5.51), total neglect (38.15±4.88) and emotional neglect (46.12±6.91) of boys were higher than those of girls, and the difference was statistically significant(χ2/t=4.57, 6.65, 4.58, 4.72, P<0.05); No significant frequencies were found in total neglect rate, total neglect, neglect rate and neglect at all levels among all age groups(P>0.05); Among preschool children with siblings aged 7-<13, ≥13, total neglect rate(30.44%, 32.77%), emotional neglect rate(10.20%,12.00%), total neglect degree (44.71±5.98, 45.33±5.20) and emotional neglect degree (45.95±7.12, 48.86±4.97) of preschool children in two-child families have higher than those in onechild families, and the differences were of statistical significance(χ2/t=31.10, 4.55, 27.92, 24.13, 19.83, P<0.05); the total neglect rate(27.37%), emotional neglect rate(23.47%), emotional neglect (43.68±6.83) of twochild families and the total neglect (40.15±5.51) were higher than those of one-child families, and the differences were of statistical significance(χ2/t=4.98, 4.96, 3.76, 8.53, P<0.05). The age of siblings(OR=0.58), the education level of mothers(OR=0.64), and the main executor of family education (OR=1.54) were main factors to influence the child neglect of preschool children in two-child families(P<0.05).@*Conclusion@#Neglect of preschool children in two-child families is higher than that in one-child families in southwest Shandong, especially among those preschool boys and preschool children whose siblings were of school age.

Fabrication of a chitosan/bioglass three-dimensional porous scaffold for bone tissue engineering applications.

Bone defects caused by trauma and disease have become urgent problems. Three-dimensional (3D) porous scaffolds for bone tissue engineering should ideally have an interconnected porous structure, good biocompatibility and mechanical properties similar to those of natural bones. In the present study, a chitosan/bioglass (CS/BG) 3D porous scaffold was constructed by initially preparing a CS fibre 3D porous scaffold by needle-punching, and then depositing BG on the scaffold by dip-coating. The CS/BG 3D porous scaffold had an interconnected porous structure, with a porosity of 77.52% and a pore size around 50 µm. Water absorption values of the CS fibre 3D porous scaffold and the corresponding CS/BG scaffold were 570% and 59%, respectively. The BG present in the latter significantly decreased the swelling of the CS fibres, thus improving the stability of the scaffolds. The CS/BG 3D porous scaffold possessed good mechanical properties, with a compression strength of 7.68 ± 0.38 MPa and an elastic modulus of 0.46 ± 0.02 GPa, which are well-matched to those of trabecular bone. In vitro cell assay results demonstrated that the CS/BG 3D porous scaffold had good biocompatibility, which facilitates the spreading and proliferation of human bone marrow stromal cells (hBMSCs). The CS/BG 3D porous scaffold is thus a suitable material for bone tissue engineering.

Analysis of serum proteome profiles of non-Hodgkin lymphoma for biomarker identification.

Serum samples from non-Hodgkin lymphoma (NHL) patients who had not undergone chemotherapy, lymphnoditis patients, and healthy adults were analyzed using surface-enhanced laser desorption-ionization time-of-flight mass spectrometry (SELDI-TOF MS) to detect the differentially expressed serum proteins. Models were developed to distinguish between the healthy adult group and the NHL group, with a sensitivity of 69% and specificity of 90%, and between the lymphnoditis group and the NHL group with a sensitivity of 74% and specificity of 84%. A protein with the m/z of M10 197.91 u was expressed at a significantly higher level in the NHL group, compared to the other groups. Furthermore, differences were also significant among different stages of NHL and among samples with different International Prognosis Index (IPI) scores or lactase dehydrogenase (LDH) levels. The three identified proteins may offer a new serological approach for early diagnosis, differential diagnosis, and pathogenic investigation of NHL. And the protein with the m/z of M10 197.91 u may be a new serological biomarker for monitoring treatment response and evaluating the prognosis of patients with NHL.