Publications by authors named "Junlin Hou"

Maternal stress experienced during prenatal development is recognized as a significant risk factor for neurodevelopmental and neuropsychiatric disorders across the offspring's lifespan. The placental barrier serves a crucial function in safeguarding the fetus from detrimental exposures during gestation. However, previous investigations have not yet comprehensively elucidated the extensive connections between prenatal stress and the expression of placental proteins.

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Importance: Myopic maculopathy (MM) is a major cause of vision impairment globally. Artificial intelligence (AI) and deep learning (DL) algorithms for detecting MM from fundus images could potentially improve diagnosis and assist screening in a variety of health care settings.

Objectives: To evaluate DL algorithms for MM classification and segmentation and compare their performance with that of ophthalmologists.

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Article Synopsis
  • The "DRAC - Diabetic Retinopathy Analysis Challenge" was held at the MICCAI 2022 conference, introducing the DRAC ultra-wide optical coherence tomography angiography dataset containing 1,103 images to tackle diabetic retinopathy (DR) analysis tasks.
  • The challenge focused on three main clinical tasks: segmenting DR lesions, assessing image quality, and grading diabetic retinopathy, attracting participation from multiple teams with 11, 12, and 13 solutions submitted for each task.
  • The paper summarizes the best-performing solutions, which can aid in developing better classification and segmentation models for DR diagnosis, and the dataset is now available to enhance computer-aided diagnostic systems in the healthcare field.
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Glioma is one of the most common malignancies of the central nervous system. The therapeutic effect has not been satisfactory despite advances in comprehensive treatment techniques. Our previous studies have found that triptolide inhibits glioma proliferation through the ROS/JNK pathway, but in-depth mechanisms need to be explored.

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Mental disorders (MD), such as anxiety, depression, and cognitive impairment, are very common during pregnancy and predispose to adverse pregnancy outcomes; however, the underlying mechanisms are still under intense investigation. Although the most common RNA modification in epigenetics, N-methyladenosine (mA) has been widely studied, its role in MD has not been investigated. Here, we observed that fat mass and obesity-associated protein (FTO) are downregulated in the hippocampus of pregnant rats with MD induced by fear stress and demonstrated that FTO participates in and regulates MD induced by fear stress.

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Article Synopsis
  • Researchers developed a deep learning-based AI tool for diagnosing diabetic retinopathy (DR) in patients with cataracts using infrared fundus images at Shanghai General Hospital.
  • The study involved analyzing over 10,000 images from diabetic patients, successfully achieving impressive accuracy rates, including 100% for DR grading and diagnosis.
  • The AI software demonstrated high sensitivity (96.3%) and specificity (90.0%), proving its potential to enhance DR screening efficiency in clinical and community contexts.
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Background: Multiple sclerosis (MS) is a chronic debilitating disease characterized by inflammatory demyelination of the central nervous system. Grey matter (GM) lesions have been shown to be closely related to MS motor deficits and cognitive impairment. In this study, GM lesion-related genes for diagnosis and immune status in MS were investigated.

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Objective: To investigate the effects of umbilical moxibustion therapy on phobic behavior and the contents of norepinephrine (NE), dopamine (DA) and 5-hydroxytryptamine (5-HT) in different brain regions of the stress-model rats and explore the potential mechanism of umbilical moxibustion on phobic behavior.

Methods: Among 50 Wistar male rats, 45 rates were selected and randomly divided into a control group, a model group and an umbilical moxibustion group, 15 rats in each one; and the rest 5 rats were used for preparing the model of electric shock. The bystander electroshock method was adopted to prepare phobic stress model in the model group and the umbilical moxibustion group.

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As the hub connecting mother and offspring, the placenta's normal development is vital for fetal growth. Fear stress can cause some structural alterations in the placenta and affect placental development and function. N6-methyladenosine (m6A) is the most common mRNA modification and is involved in regulating the development of the placenta and embryo.

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Gestational diabetes mellitus (GDM) can cause a variety of adverse maternal and fetal complications. The purpose of this study was to screen and identify the urinary polypeptides related to the severity of GDM and to analyze the correlation between urinary peptide levels and neonatal metabolic indices. A total of 31 normal pregnant women (N group) and 74 patients with GDM (GDM group) were randomly selected between February 2018 and August 2019.

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Computer-aided diagnosis has been extensively investigated for more rapid and accurate screening during the outbreak of COVID-19 epidemic. However, the challenge remains to distinguish COVID-19 in the complex scenario of multi-type pneumonia classification and improve the overall diagnostic performance. In this paper, we propose a novel periphery-aware COVID-19 diagnosis approach with contrastive representation enhancement to identify COVID-19 from influenza-A (H1N1) viral pneumonia, community acquired pneumonia (CAP), and healthy subjects using chest CT images.

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Background: The purpose of this study was to analyze the coagulation status of gestational diabetes mellitus (GDM) patients in combination with glucose levels and screen out indicators closely related to the severity of GDM and adverse pregnancy outcome.

Methods: The subjects of 110 GDM patients and 100 normal pregnant women were randomly selected. The results of prothrombin time (PT), activated partial thromboplastin time (APTT), thrombin time (TT), fibrinogen (FIB), D-dimer (D-D), and plaque level test (PLT) in GDM patients and normal pregnant women (comparison group) were analyzed.

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Clinical and animal studies have found that prenatal stress can lead to pathological changes in embryos and fetuses. However, the mechanisms through which this occurs have not been made clear. In the present study, pregnant rats were subjected to chronic psychological stress during gestational days using an improved communication box system, and the changes in behavioral performance and proteins in the hippocampus of offspring were analyzed.

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Altered gut microbiota has been identified during psychological stress, which causes severe health issues worldwide. The integrity of the intestinal barrier and blood-brain barrier regulates the process of bacterial translocation and can supply the nervous system with real-time information about the environment. However, the association of gut microbiota with psychological stress remains to be fully interpreted.

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Objective: To detect the expression of the peripheral blood P2X5 receptor at various ambient temperatures, and to explore its relationship with deficiency-cold syndrome and deficiency-heat syndrome.

Methods: Subjects were selected by questionnaire and expert diagnosis, and assigned to the normal control group, the deficiency-cold syndrome group, and the deficiency-heat syndrome group, 20 in each group. 5 mL venous blood was collected at room temperature (25 °C) and cold temperature (-4-5 °C) respectively.

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Objective: To explore activity laws of mitochondrial complex II in patients of deficiency-cold syndrome (DCS) and deficiency-heat syndrome (DHS) under various ambient temperatures.

Methods: Subjects were recruited by questionnaire and expert diagnosis from grade 1 - 3 undergraduates at Henan College of Traditional Chinese Medicine in November 2012, and assigned to a normal control group, the DCS group, and the DHS group, 20 in each group. Their venous blood samples were collected at two different temperature conditions.

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To explore the time course of inhibitory control in high trait anger individuals, we recorded and analyzed ERP data relevant to visual Go/Nogo task in high and low trait anger participants. Compared with low trait anger participants, high trait anger participants revealed faster RTs in the Go/Nogo task. The nogo effect of N2 related to conflict monitoring was similar between two groups.

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Objective: To study the correlation between single nucleotide polymorphism (SNP) of monoamine oxidase A gene (MAOA) and anger regulation.

Methods: Enrolled were healthy students from some college, including 225 of the high trait anger and 221 of the low trait anger. Subjects were recruited referring to the state-trait anger expression inventory 2 (STAXI-2) and their blood sampled.

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c-Abl is a proto-oncogene that is essential for mouse development and tissue homeostasis. Misregulation of c-Abl, as seen in the constitutively active BCR-ABL, is the leading cause of human chronic myeloid leukemia. However, how the Abl proteins execute their functions still remains largely unknown.

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Objective: To evaluate the performance of a newly installed fully automatic coagulation analyzer and compare the consistency of its testing results with the confirmed clinical automatic coagulation analyzer at our department.

Methods: Precision, linearity, carryover and accuracy of the newly installed coagulation analyzer were evaluated according to the national required standards. Then the testing results were analyzed between the newly installed and confirmed coagulation analyzers according to the EP-5 and EP-9 documents of national committee for clinical laboratory standards (NCCLS).

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Loop-mediated isothermal amplification (LAMP) is a novel nucleic acid detection method in which the target deoxyribonucleic acid (DNA) can be efficiently amplified with high specificity and sensitivity under isothermal conditions using a set of either four or six specific primers. In this study, we have identified a conserved sequence for Theileria luwenshuni (UTRlu8) and for T. uilenbergi (UTRu6) suitable for designing a set of six primers for the simultaneous detection by LAMP of these pathogens causing theileriosis in sheep and goats in China.

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Objective: To express the TSO45W-4BX of Taenia solium in combination with CD58 as a molecular adjuvant for improving the protective efficacy of the TSO45W-4BX recombinant vaccine.

Methods: TSO45W-4BX and porcine CD58 genes were amplified by PCR, using recombinant plasmids pGEM-4B and pGEM-CD58 as template respectively. The CD58 fragment was inserted into the recombinant plasmid pGEX-4T-1 with directly ligated TSO45W-4BX.

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Objective: To obtain related genes of Cysticercus cellulosae from spliced leader (SL) cDNA library.

Methods: Spliced leader library of Cysticercus cellulosae was constructed using SL specific primer and oligo (dT) 15 with M13M4 primer, and positive clones were then screened randomly, identified with enzyme restriction, followed by sequencing and homologous analysis.

Results: The amino acid sequence, encoded by the positive clone with a poly (A)22 tail and a complete open reading frame (ORF), was with homology of RNA polymerase subunit genes of human, B.

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