Publications by authors named "Zicheng Hu"

Introduction: As a crucial asset for human health and modern medicine, an increasing number of biotherapeutics are entering the clinic. However, due to their complexity, these drugs have a higher potential to be immunogenic, leading to the generation of anti-drug antibodies (ADAs). Clinically significant ADAs have an impact on pharmacokinetics (PK), pharmacodynamics (PD), effectiveness, and/or safety.

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This study investigates how different air temperatures and infrared intensities affect the physicochemical properties of dried okra at different airflow rates. The model was developed using machine learning, and Okra's physicochemical properties were optimized using a self-organizing map (SOM). The results showed that higher infrared intensity and air temperature improved rehydration and colour but reduced water activity and vitamin C levels.

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Protein-based therapeutics may elicit undesired immune responses in a subset of patients, leading to the production of anti-drug antibodies (ADA). In some cases, ADAs have been reported to affect the pharmacokinetics, efficacy and/or safety of the drug. Accurate prediction of the ADA response can help drug developers identify the immunogenicity risk of the drug candidates, thereby allowing them to make the necessary modifications to mitigate the immunogenicity.

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Article Synopsis
  • Ferroptosis plays a significant role in spinal cord injury (SCI), and its suppression is linked to proteins like Ferroptosis suppressor protein 1 (FSP1) and Glutathione peroxidase 4 (GPX4).
  • FSP1 levels decrease during the acute and subacute phases of SCI, impacting both ferroptosis regulation and cellular homeostasis.
  • Idebenone (IDE) is identified as a potent ferroptosis inhibitor, protecting oligodendrocytes and neurons and aiding in myelination and recovery of injured spinal cord tissue, highlighting potential new therapeutic approaches for SCI.
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Food drying is a vital technology in agricultural preservation, where hybrid drying provides efficient moisture removal. However, the transient behavior of the moisture ratio ( ) and associated drying rate ( ) could increase energy consumption if not managed with an effective energy-saving strategy. This study investigates the impacts of hybrid convection-radiation drying on , , drying time, and energy consumption.

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Effective drying methods are a highly suitable solution for ensuring stable food supply chains, reducing postharvest agricultural losses, and preventing the spoilage of perishable fruits and vegetables. Moreover, machine learning techniques are innovative and dependable, especially in addressing food spoilage and optimizing drying processes. This study utilized a continuous infrared (IR) hot air dryer to dry garlic (Allium sativum L.

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  • Researchers used the Olink Explore 1536 platform to analyze 1,463 unique proteins in cerebrospinal fluid (CSF) from 303 samples, including uninfected controls and various groups of individuals with HIV-1 infection.
  • The study found significant correlations between CSF proteins and HIV-1 RNA levels, as well as nerve damage markers, highlighting distinct patterns of protein changes associated with different stages of HIV-1 progression.
  • Antiretroviral therapy was shown to lessen protein imbalances in the CSF, although levels didn’t always return to those of uninfected controls; a comprehensive dataset is available online for further research on HIV-1's effects on the CNS.
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We identified a novel mouse plasmacytoid dendritic cell (pDC) lineage derived from the common lymphoid progenitors (CLPs) that is dependent on expression of . These CLP-derived pDCs, which we refer to as 'B-pDCs', have a unique gene expression profile that includes hallmark B cell genes, normally not expressed in conventional pDCs. Despite expressing most classical pDC markers such as SIGLEC-H and PDCA1, B-pDCs lack IFN-α secretion, exhibiting a distinct inflammatory profile.

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Objective: The relationship between sedentary behaviors and functional outcomes of acute ischemic stroke (AIS) has been previously reported. However, it remains unclear whether sedentary behaviors are associated with mental health outcomes in AIS patients. Therefore, the objective of this study was to investigate the mental health outcomes in patients with minor AIS one year after stroke onset.

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Using the platform, we measured 1,463 unique proteins in 303 cerebrospinal fluid (CSF) specimens from four clinical centers that included uninfected controls and 12 groups of people living with HIV-1 infection representing the spectrum of progressive untreated and treated chronic infection. We present three initial analyses of these measurements: an overview of the CSF protein features of the sample; correlations of the CSF proteins with CSF HIV-1 RNA and neurofilament light chain protein (NfL) concentrations; and comparison of the CSF proteins in HIV-associated dementia ( ) and neurosymptomatic CSF escape ( ). These reveal a complex but coherent picture of CSF protein changes that includes highest concentrations of many proteins during CNS injury in the and groups and variable protein changes across the course of neuroasymptomatic systemic HIV-1 progression, including two common patterns, designated as and patterns, related to the principal involvement of their underlying inflammatory cell lineages.

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  • Drying is an important method for preserving food like apples by reducing moisture, which extends shelf life and decreases storage costs.
  • An infrared dryer tested different apple slice thicknesses (2, 4, and 6 mm) and varying conditions (infrared intensity and airflow), revealing that higher infrared intensity led to shorter drying times, while thicker slices took longer to dry.
  • Overall, the study found that factors like thickness, infrared intensity, and airflow impacted drying efficiency, water activity, and color changes in dehydrated apples, with the best drying model based on Midilli et al.'s work.
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Introduction: Aneurysmal subarachnoid hemorrhage (aSAH) and intracerebral hemorrhage (ICH) are main forms of hemorrhagic stroke. Data regarding cerebral small vessel disease (SVD) burden and incidental small lesions on diffusion-weighted imaging (DWI) following aSAH are sparse.

Patients And Methods: We retrospectively analyzed a prospective cohort of aSAH and ICH patients with brain MRI within 30 days after onset from March 2015 to January 2023.

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Background: The implementation of a care bundle might improve functional outcome for patients with intracerebral hemorrhage (ICH). However, the impact of anti-hypertensive treatment on ICH outcomes remains uncertain. Our objective is to examine whether early blood pressure (BP) lowering therapy within first 12 h is associated with good outcome in ICH patients.

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Article Synopsis
  • - The study examined how different infrared drying settings affect the drying process of apples, focusing on factors like drying time, moisture diffusion, and activation energy based on slice thickness, radiation intensity, and air velocity.
  • - Results indicated that increasing infrared intensity decreases drying time, while higher airflow and thicker apple slices tend to increase it.
  • - The Midilli et al. equation proved to be the most effective for modeling the drying curves, achieving optimal accuracy compared to other mathematical models, with moisture diffusivity values ranging from 2.59 to 9.07 × 10^-9 m²/s and activation energy between 19.02-29.83 kJ/mol across various conditions.
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We previously found that T-cell acute lymphoblastic leukemia (T-ALL) requires support from tumor-associated myeloid cells, which activate Insulin Like Growth Factor 1 Receptor (IGF1R) signaling in leukemic blasts. However, IGF1 is not sufficient to sustain T-ALL in vitro, implicating additional myeloid-mediated signals in leukemia progression. Here, we find that T-ALL cells require close contact with myeloid cells to survive.

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Background: Cognitive impairment is commonly seen after acute ischemic stroke (AIS). Sedentary behaviors increase the risk of dementia among community dwelling population.

Objective: This study aims to investigate the association of sedentary behaviors with poststroke cognitive impairment among older adults with minor AIS.

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Therapeutic antibodies can elicit unwanted immune responses in a subset of patients, which leads to the production of anti-drug antibodies (ADA). Some of these ADAs have been reported to effect the pharmacokinetics, efficacy and/or safety of the therapeutic antibodies. The sequence diversity of antibodies are generated by VDJ recombination and mutagenesis.

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Findable, Accessible, Interoperable, and Reusable (FAIR) guiding principles tailored for research software have been proposed by the FAIR for Research Software (FAIR4RS) Working Group. They provide a foundation for optimizing the reuse of research software. The FAIR4RS principles are, however, aspirational and do not provide practical instructions to the researchers.

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Understanding the interactions between SARS-CoV-2 and host cell machinery may reveal new targets to treat COVID-19. We focused on an interaction between the SARS-CoV-2 ORF3A accessory protein and the CLIC-like chloride channel-1 (CLCC1). We found that ORF3A partially co-localized with CLCC1 and that ORF3A and CLCC1 could be co-immunoprecipitated.

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Natural killer (NK) cells likely play an important role in immunity to malaria, but the effect of repeated malaria on NK cell responses remains unclear. Here, we comprehensively profiled the NK cell response in a cohort of 264 Ugandan children. Repeated malaria exposure was associated with expansion of an atypical, CD56 population of NK cells that differed transcriptionally, epigenetically, and phenotypically from CD56 NK cells, including decreased expression of PLZF and the Fc receptor γ-chain, increased histone methylation, and increased protein expression of LAG-3, KIR, and LILRB1.

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Background: The great majority of severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) infections are mild and uncomplicated, but some individuals with initially mild COVID-19 progressively develop more severe symptoms. Furthermore, there is substantial heterogeneity in SARS-CoV-2-specific memory immune responses following infection. There remains a critical need to identify host immune biomarkers predictive of clinical and immunological outcomes in SARS-CoV-2-infected patients.

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Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-specific CD4 T cells are likely important in immunity against coronavirus 2019 (COVID-19), but our understanding of CD4 longitudinal dynamics following infection and of specific features that correlate with the maintenance of neutralizing antibodies remains limited. Here, we characterize SARS-CoV-2-specific CD4 T cells in a longitudinal cohort of 109 COVID-19 outpatients enrolled during acute infection. The quality of the SARS-CoV-2-specific CD4 response shifts from cells producing interferon gamma (IFNγ) to tumor necrosis factor alpha (TNF-α) from 5 days to 4 months post-enrollment, with IFNγIL-21TNF-α CD4 T cells the predominant population detected at later time points.

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Background: Blood-based prognostic biomarkers of acute ischemic stroke (AIS) are limiting. Calprotectin is suggested to be involved in directing post-stroke inflammatory conditions. However, the pathological alteration of circulating calprotectin in AIS is yet to be thoroughly elucidated.

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The severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection causes coronavirus disease-2019 (COVID-19) in some individuals, while the majority remain asymptomatic. Natural killer (NK) cells play an essential role in antiviral defense. NK cell maturation and function are regulated mainly by highly polymorphic killer cell immunoglobulin-like receptors (KIR) and cognate HLA class I ligands.

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Article Synopsis
  • * Researchers studied immune responses in COVID-19 patients during the first 2 weeks of symptoms, identifying early biomarkers that predict disease progression, virus control, and the immune response.
  • * Machine learning models using specific plasma protein markers from early infection can accurately predict outcomes like disease progression and immune memory in both COVID-19 patients and vaccinated individuals.
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