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2.
Aging (Albany NY) ; 15(17): 8537-8551, 2023 09 01.
Article in English | MEDLINE | ID: mdl-37659107

ABSTRACT

This article presents a formula for modeling the lifetime incidence of cancer in humans. The formula utilizes a Poisson distribution-based "np" model to predict cancer incidence, with "n" representing the effective number of cell turnover and "p" representing the probability of single-cell transformation. The model accurately predicts the observed incidence of cancer in humans when a reduction in cell turnover due to aging is taken into account. The model also suggests that cancer development is ultimately inevitable. The article proposes a theory of aging based on this concept, called the "np" theory. According to this theory, an organism maintains its order by balancing cellular entropy through continuous proliferation. However, cellular "information entropy" in the form of accumulated DNA mutations increases irreversibly over time, restricting the total number of cells an organism can generate throughout its lifetime. When cell division slows down and fails to compensate for the increased entropy in the system, aging occurs. Essentially, aging is the phenomenon of running out of predetermined cell resources. Different species have evolved separate strategies to utilize their limited cell resources throughout their life cycle.


Subject(s)
Aging , Neoplasms , Humans , Poisson Distribution , Neoplasms/epidemiology , Neoplasms/genetics , Cell Division , Entropy
3.
Technol Health Care ; 31(6): 2303-2317, 2023.
Article in English | MEDLINE | ID: mdl-37545276

ABSTRACT

BACKGROUND: Accurate extraction of coronary arteries from invasive coronary angiography (ICA) images is essential for the diagnosis and risk stratification of coronary artery disease (CAD). OBJECTIVE: In this study, a novel deep learning (DL) method is proposed for automatically extracting coronary arteries from ICA images. METHODS: A convolutional neural network (CNN) was developed with full-scale skip connections and full-scale deep supervisions. The encoder architecture was based on the residual and inception modules to obtain multi-scale features from multiple convolutional layers with different window shapes. Transfer learning was utilized to improve both the initial performance and learning efficiency. A hybrid loss function was employed to further optimize the segmentation model. RESULTS: The model was tested on a data set of 616 ICAs obtained from 210 patients, composed of 437 images for training, 49 images for validation, and 130 images for testing. The segmentation model achieved a Dice score of 0.8942, a sensitivity of 0.8735, a specificity of 0.9954, and a Hausdorff distance of 6.0794 mm; it could predict arteries for a single ICA frame in 0.2114 seconds. CONCLUSIONS: The results showed that our model outperformed the state-of-the-art deep-learning models. Our new method has great potential for clinical use.


Subject(s)
Deep Learning , Humans , Coronary Vessels/diagnostic imaging , Image Processing, Computer-Assisted/methods , Neural Networks, Computer , Angiography
4.
Emerg Microbes Infect ; 12(2): 2245921, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37542391

ABSTRACT

Prevention of robust severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection in nasal turbinate (NT) requires in vivo evaluation of IgA neutralizing antibodies. Here, we report the efficacy of receptor binding domain (RBD)-specific monomeric B8-mIgA1 and B8-mIgA2, and dimeric B8-dIgA1, B8-dIgA2 and TH335-dIgA1 against intranasal SARS-CoV-2 challenge in Syrian hamsters. These antibodies exhibited comparable neutralization potency against authentic virus by competing with human angiotensin converting enzyme-2 (ACE2) receptor for RBD binding. While reducing viral loads in lungs significantly, prophylactic intranasal B8-dIgA unexpectedly led to high amount of infectious viruses and extended damage in NT compared to controls. Mechanistically, B8-dIgA failed to inhibit SARS-CoV-2 cell-to-cell transmission, but was hijacked by the virus through dendritic cell-mediated trans-infection of NT epithelia leading to robust nasal infection. Cryo-EM further revealed B8 as a class II antibody binding trimeric RBDs in 3-up or 2-up/1-down conformation. Neutralizing dIgA, therefore, may engage an unexpected mode of SARS-CoV-2 nasal infection and injury.


Subject(s)
COVID-19 , Common Cold , Cricetinae , Animals , Humans , SARS-CoV-2 , Mesocricetus , Antibodies, Viral , Antibodies, Neutralizing , Immunoglobulin A , Spike Glycoprotein, Coronavirus
5.
Lancet Reg Health West Pac ; 32: 100660, 2023 Mar.
Article in English | MEDLINE | ID: mdl-36591327

ABSTRACT

Background: The ongoing outbreak of SARS-CoV-2 Omicron BA.2 infections in Hong Kong, the model city of universal masking of the world, has resulted in a major public health crisis. Although the third vaccination resulted in strong boosting of neutralization antibody, vaccine efficacy and correlate of immune protection against the major circulating Omicron BA.2 remain to be investigated. Methods: We investigated the vaccine efficacy against the Omicron BA.2 breakthrough infection among 470 public servants who had received different SARS-CoV-2 vaccine regimens including two-dose BNT162b2 (2 × BNT, n = 169), three-dose BNT162b2 (3 × BNT, n = 168), two-dose CoronaVac (2 × CorV, n = 34), three-dose CoronaVac (3 × CorV, n = 67) and third-dose BNT162b2 following 2 × CorV (2 × CorV+1BNT, n = 32). Humoral and cellular immune responses after three-dose vaccination were further characterized and correlated with clinical characteristics of BA.2 infection. Findings: During the BA.2 outbreak, 27.7% vaccinees were infected. The timely third-dose vaccination provided significant protection with lower incidence rates of breakthrough infections (2 × BNT 46.2% vs 3 × BNT 13.1%, p < 0.0001; 2 × CorV 44.1% vs 3 × CorV 19.4%, p = 0.003). Investigation of immune responses on blood samples derived from 90 subjects in three-dose vaccination cohorts collected before the BA.2 outbreak revealed that the third-dose vaccination activated spike (S)-specific memory B cells and Omicron cross-reactive T cell responses, which correlated with reduced frequencies of breakthrough infections and disease severity rather than with types of vaccines. Moreover, the frequency of S-specific activated memory B cells was significantly lower in infected vaccinees than uninfected vaccinees before vaccine-breakthrough infection whereas IFN-γ+ CD4 T cells were negatively associated with age and viral clearance time. Critically, BA.2 breakthrough infection boosted cross-reactive memory B cells with enhanced cross-neutralizing antibodies to Omicron sublineages, including BA.2.12.1 and BA.4/5, in all vaccinees tested. Interpretation: Our results imply that the timely third vaccination and immune responses are likely required for vaccine-mediated protection against Omicron BA.2 pandemic. Although BA.2 conferred the highest neutralization resistance compared with variants of concern tested before the emergence of BA.2.12.1 and BA.4/5, the third dose vaccination-activated S-specific memory B cells and Omicron cross-reactive T cell responses contributed to reduced frequencies of breakthrough infection and disease severity. Neutralizing antibody potency enhanced by BA.2 breakthrough infection in vaccinees with prior 3 doses of CoronaVac or BNT162b2 may reduce the risk of infection against ongoing BA.2.12.1 and BA.4/5. Funding: Hong Kong Research Grants Council Collaborative Research Fund, Health and Medical Research Fund, Wellcome Trust, Shenzhen Science and Technology Program, the Health@InnoHK, Innovation and Technology Commission of Hong Kong, China, National Program on Key Research Project, Emergency Key Program of Guangzhou Laboratory, donations from the Friends of Hope Education Fund and the Hong Kong Theme-Based Research Scheme.

6.
Clin Transl Med ; 12(9): e1025, 2022 09.
Article in English | MEDLINE | ID: mdl-36103567

ABSTRACT

BACKGROUND: Patients with COVID-19 display a broad spectrum of manifestations from asymptomatic to life-threatening disease with dysregulated immune responses. Mechanisms underlying the detrimental immune responses and disease severity remain elusive. METHODS: We investigated a total of 137 APs infected with SARS-CoV-2. Patients were divided into mild and severe patient groups based on their requirement of oxygen supplementation. All blood samples from APs were collected within three weeks after symptom onset. Freshly isolated PBMCs were investigated for B cell subsets, their homing potential, activation state, mitochondrial functionality and proliferative response. Plasma samples were tested for cytokine concentration, and titer of Nabs, RBD-, S1-, SSA/Ro- and dsDNA-specific IgG. RESULTS: While critically ill patients displayed predominantly extrafollicular B cell activation with elevated inflammation, mild patients counteracted the disease through the timely induction of mitochondrial dysfunction in B cells within the first week post symptom onset. Rapidly increased mitochondrial dysfunction, which was caused by infection-induced excessive intracellular calcium accumulation, suppressed excessive extrafollicular responses, leading to increased neutralizing potency index and decreased inflammatory cytokine production. Patients who received prior COVID-19 vaccines before infection displayed significantly decreased extrafollicular B cell responses and mild disease. CONCLUSION: Our results reveal an immune mechanism that controls SARS-CoV-2-induced detrimental B cell responses and COVID-19 severity, which may have implications for viral pathogenesis, therapeutic interventions and vaccine development.


Subject(s)
COVID-19 , Viral Vaccines , B-Lymphocytes , COVID-19 Vaccines , Cytokines , Humans , Mitochondria , SARS-CoV-2 , Severity of Illness Index , Viral Vaccines/pharmacology
7.
EBioMedicine ; 75: 103762, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34942445

ABSTRACT

BACKGROUND: Vaccines in emergency use are efficacious against COVID-19, yet vaccine-induced prevention against nasal SARS-CoV-2 infection remains suboptimal. METHODS: Since mucosal immunity is critical for nasal prevention, we investigated the efficacy of an intramuscular PD1-based receptor-binding domain (RBD) DNA vaccine (PD1-RBD-DNA) and intranasal live attenuated influenza-based vaccines (LAIV-CA4-RBD and LAIV-HK68-RBD) against SARS-CoV-2. FINDINGS: Substantially higher systemic and mucosal immune responses, including bronchoalveolar lavage IgA/IgG and lung polyfunctional memory CD8 T cells, were induced by the heterologous PD1-RBD-DNA/LAIV-HK68-RBD as compared with other regimens. When vaccinated animals were challenged at the memory phase, prevention of robust SARS-CoV-2 infection in nasal turbinate was achieved primarily by the heterologous regimen besides consistent protection in lungs. The regimen-induced antibodies cross-neutralized variants of concerns. Furthermore, LAIV-CA4-RBD could boost the BioNTech vaccine for improved mucosal immunity. INTERPRETATION: Our results demonstrated that intranasal influenza-based boost vaccination induces mucosal and systemic immunity for effective SARS-CoV-2 prevention in both upper and lower respiratory systems. FUNDING: This study was supported by the Research Grants Council Collaborative Research Fund, General Research Fund and Health and Medical Research Fund in Hong Kong; Outbreak Response to Novel Coronavirus (COVID-19) by the Coalition for Epidemic Preparedness Innovations; Shenzhen Science and Technology Program and matching fund from Shenzhen Immuno Cure BioTech Limited; the Health@InnoHK, Innovation and Technology Commission of Hong Kong; National Program on Key Research Project of China; donations from the Friends of Hope Education Fund; the Theme-Based Research Scheme.


Subject(s)
COVID-19 Vaccines , COVID-19/prevention & control , Immunization, Secondary , Influenza Vaccines , SARS-CoV-2 , Vaccines, DNA , Administration, Intranasal , Animals , COVID-19/genetics , COVID-19/immunology , COVID-19 Vaccines/genetics , COVID-19 Vaccines/immunology , Chlorocebus aethiops , Disease Models, Animal , Dogs , Female , HEK293 Cells , Humans , Immunity, Mucosal , Influenza Vaccines/genetics , Influenza Vaccines/immunology , Madin Darby Canine Kidney Cells , Male , Mice , Mice, Inbred BALB C , Mice, Transgenic , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Vaccines, Attenuated/genetics , Vaccines, Attenuated/immunology , Vaccines, DNA/genetics , Vaccines, DNA/immunology , Vero Cells
8.
Cell Host Microbe ; 29(4): 551-563.e5, 2021 04 14.
Article in English | MEDLINE | ID: mdl-33657424

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is characterized by a burst in the upper respiratory portal for high transmissibility. To determine human neutralizing antibodies (HuNAbs) for entry protection, we tested three potent HuNAbs (IC50 range, 0.0007-0.35 µg/mL) against live SARS-CoV-2 infection in the golden Syrian hamster model. These HuNAbs inhibit SARS-CoV-2 infection by competing with human angiotensin converting enzyme-2 for binding to the viral receptor binding domain (RBD). Prophylactic intraperitoneal or intranasal injection of individual HuNAb or DNA vaccination significantly reduces infection in the lungs but not in the nasal turbinates of hamsters intranasally challenged with SARS-CoV-2. Although postchallenge HuNAb therapy suppresses viral loads and lung damage, robust infection is observed in nasal turbinates treated within 1-3 days. Our findings demonstrate that systemic HuNAb suppresses SARS-CoV-2 replication and injury in lungs; however, robust viral infection in nasal turbinate may outcompete the antibody with significant implications to subprotection, reinfection, and vaccine.


Subject(s)
Antibodies, Neutralizing/therapeutic use , Antibodies, Viral/therapeutic use , COVID-19/therapy , SARS-CoV-2/immunology , Turbinates/virology , Angiotensin-Converting Enzyme 2/physiology , Animals , Antibodies, Neutralizing/immunology , Antibodies, Viral/immunology , COVID-19/immunology , COVID-19/virology , Cricetinae , Female , HEK293 Cells , Humans , Male , Mesocricetus , Viral Load
9.
Front Immunol ; 12: 799896, 2021.
Article in English | MEDLINE | ID: mdl-35095881

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection results in rapid T lymphocytopenia and functional impairment of T cells. The underlying mechanism, however, remains incompletely understood. In this study, we focused on characterizing the phenotype and kinetics of T-cell subsets with mitochondrial dysfunction (MD) by multicolor flow cytometry and investigating the association between MD and T-cell functionality. While 73.9% of study subjects displayed clinical lymphocytopenia upon hospital admission, a significant reduction of CD4 or CD8 T-cell frequency was found in all asymptomatic, symptomatic, and convalescent cases. CD4 and CD8 T cells with increased MD were found in both asymptomatic and symptomatic patients within the first week of symptom onset. Lower proportion of memory CD8 T cell with MD was found in severe patients than in mild ones at the stage of disease progression. Critically, the frequency of T cells with MD in symptomatic patients was preferentially associated with CD4 T-cell loss and CD8 T-cell hyperactivation, respectively. Patients bearing effector memory CD4 and CD8 T cells with the phenotype of high MD exhibited poorer T-cell responses upon either phorbol 12-myristate-13-acetate (PMA)/ionomycin or SARS-CoV-2 peptide stimulation than those with low MD. Our findings demonstrated an MD-associated mechanism underlying SARS-CoV-2-induced T lymphocytopenia and functional impairment during the acute phase of infection.


Subject(s)
COVID-19/complications , Lymphopenia/complications , Lymphopenia/etiology , Mitochondrial Diseases/etiology , Adult , Aged , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/immunology , COVID-19/immunology , Female , Humans , Immunologic Memory/immunology , Ionomycin/therapeutic use , Lymphopenia/immunology , Male , Middle Aged , Mitochondria/immunology , Mitochondrial Diseases/immunology , Phosphorylcholine/analogs & derivatives , Phosphorylcholine/therapeutic use , Polymethacrylic Acids/therapeutic use , COVID-19 Drug Treatment
10.
Clin Infect Dis ; 73(2): e437-e444, 2021 07 15.
Article in English | MEDLINE | ID: mdl-32649739

ABSTRACT

BACKGROUND: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) contains the furin cleavage Proline-Arginine-Arginine-Alanine (PRRA) motif in the S1/S2 region, which enhances viral pathogenicity but is absent in closely related bat and pangolin coronaviruses. Whether bat-like coronaviral variants without PRRA (∆PRRA) can establish natural infections in humans is unknown. METHODS: Here, we developed a duplex digital polymerase chain reaction assay to examine ∆PRRA variants in Vero-E6-propagated isolates, human organoids, experimentally infected hamsters, and coronavirus disease 2019 (COVID-19) patients. RESULTS: We found that SARS-CoV-2, as currently transmitting in humans, contained a quasispecies of wild-type, ∆PRRA variants and variants that have mutations upstream of the PRRA motif. Moreover, the ∆PRRA variants were readily detected despite being at a low intra-host frequency in transmitted founder viruses in hamsters and in COVID-19 patients, including in acute cases and a family cluster, with a prevalence rate of 52.9%. CONCLUSIONS: Our findings demonstrate that bat-like SARS-CoV-2ΔPRRA not only naturally exists but remains transmissible in COVID-19 patients, which has significant implications regarding the zoonotic origin and natural evolution of SARS-CoV-2.


Subject(s)
COVID-19 , Chiroptera , Alanine , Animals , Arginine , Humans , Proline , SARS-CoV-2 , Spike Glycoprotein, Coronavirus/genetics
11.
EBioMedicine ; 60: 103008, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32979832

ABSTRACT

BACKGROUND: Memory CD8+T cell responses play an essential role in protection against persistent infection. However, HIV-1 evades vaccine-induced memory CD8+T cell response by mechanisms that are not fully understood. METHODS: We analyzed the temporal dynamics of CD8+T cell recall activity and function during EcoHIV infection in a potent PD1-based vaccine immunized immunocompetent mice. FINDINGS: Upon intraperitoneal EcoHIV infection, high levels of HIV-1 GAG-specific CD8+T lymphocytes recall response reduced EcoHIV-infected cells significantly. However, this protective effect diminished quickly after seven days, followed by a rapid reduction of GAG-specific CD8+T cell number and activity, and viral persistence. Mechanistically, EcoHIV activated dendritic cells (DCs) and myeloid cells. Myeloid cells were infected and rapidly expanded, exhibiting elevated PD-L1/-L2 expression and T cell suppressive function before day 7, and were resistant to CD8+T cell-mediated apoptosis. Depletion of myeloid-derived suppressor cells (MDSCs) reduced EcoHIV infection and boosted T cell responses. INTERPRETATION: This study provides an overview of the temporal interplay of persistent virus, DCs, MDSCs and antigen-specific CD8+T cells during acute infection. We identify MDSCs as critical gatekeepers that restrain antiviral T cell memory responses, and highlight MDSCs as an important target for developing effective vaccines against chronic human infections. FUNDING: Hong Kong Research Grant Council (T11-709/18-N, HKU5/CRF/13G), General Research Fund (17122915 and 17114114), Hong Kong Health and Medical Research Fund (11100752, 14130582, 16150662), Grant RGC-ANR A-HKU709/14, the San-Ming Project of Medicine (SZSM201512029), University Development Fund of the University of Hong Kong and Li Ka Shing Faculty of Medicine Matching Fund to HKU AIDS Institute.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Host-Pathogen Interactions/immunology , Immunologic Memory , Lentivirus Infections/immunology , Lentivirus Infections/virology , Lentivirus/immunology , Myeloid-Derived Suppressor Cells/immunology , Animals , Antigen Presentation/immunology , Antigen-Presenting Cells/immunology , Antigen-Presenting Cells/metabolism , Biomarkers , CD8-Positive T-Lymphocytes/metabolism , Dendritic Cells/immunology , Dendritic Cells/metabolism , Disease Models, Animal , Female , HIV Infections/immunology , HIV Infections/metabolism , HIV Infections/virology , HIV-1/genetics , HIV-1/immunology , Humans , Immunocompetence , Immunomodulation , Lentivirus/genetics , Lentivirus Infections/metabolism , Lymphocyte Activation/immunology , Lymphocyte Depletion , Mice , Mice, Transgenic , Myeloid-Derived Suppressor Cells/metabolism , Viral Load , Viral Vaccines/immunology
12.
Oncol Lett ; 19(1): 623-630, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31897178

ABSTRACT

MicroRNAs (miRNAs) are vital regulators of non-small cell lung cancer (NSCLC) development and tumorigenesis. The aim of the present study was to explore the role of miRNA (miR)-1296 expression in NSCLC. The expression of miR-1296 was detected by reverse transcription-quantitative PCR in NSCLC tissues and matched normal tissues. The association of miR-1296 expression with clinicopathological factors of NSCLC patients was evaluated by the χ2 test. Prognostic value of miR-1296 expression levels in patients with NSCLC was assessed using the Kaplan-Meier method and a Cox proportional hazards model; Cell Counting Kit-8, Transwell migration and western blot assays were used to detect the association between miR-1296 and cell proliferation, invasion and Wnt signaling in NSCLC, respectively. The results of the present study demonstrated that miR-1296 expression was significantly downregulated in NSCLC tissues and cells compared to corresponding controls. Lower miR-1296 expression exhibited a significant association with lymph node metastasis and tumor-node-metastasis stage of patients with NSCLC. In addition, the survival analysis demonstrated that low miR-1296 expression predicted a poorer prognosis compared to high miR-1296 expression. Multivariate Cox analysis also demonstrated that reduced miR-1296 expression was an independent risk factor of NSCLC prognosis. Additionally, miR-1296 inhibited cell proliferation, invasion and Wnt signaling in NSCLC. Thus, the results of the present study indicated that miR-1296 expression may be a potential biomarker of NSCLC prognosis and potential target for NSCLC treatment.

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