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Bayesian analysis of cytokines and chemokine identifies immune pathways of HBsAg loss during chronic hepatitis B treatment
by
Narayanan, Sriram
, Kaliaperumal, Nivashini
, Lim, Seng Gee
, Khakpoor, Atefeh
, Xiang, Wen Wei
, Lee, Chris
, Au, Veonice Bijin
, Lee, Bernett
, Connolly, John E.
, Ahl, Patricia J.
, Tay, Amy
, Yan, Cheng
, Wang, Juling
in
692/699
/ 692/699/255
/ 692/699/255/234
/ 692/699/255/234/2513
/ 692/699/255/234/2513/1549
/ Antiviral agents
/ Antiviral drugs
/ Bayesian analysis
/ CD40L protein
/ Cell activation
/ Chemokines
/ Cytokines
/ Dendritic cells
/ Granulocyte-macrophage colony-stimulating factor
/ Hepatitis
/ Hepatitis B
/ Hepatitis B surface antigen
/ Humanities and Social Sciences
/ Immune response
/ Immune response (cell-mediated)
/ Inflammation
/ Interferon
/ Interleukin 12
/ Interleukin 13
/ Interleukin 18
/ Interleukin 22
/ Interleukin 27
/ Interleukin 4
/ Learning algorithms
/ Lymphocytes
/ Lymphocytes T
/ Machine learning
/ multidisciplinary
/ Patients
/ Science
/ Science (multidisciplinary)
/ α-Interferon
2021
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Bayesian analysis of cytokines and chemokine identifies immune pathways of HBsAg loss during chronic hepatitis B treatment
by
Narayanan, Sriram
, Kaliaperumal, Nivashini
, Lim, Seng Gee
, Khakpoor, Atefeh
, Xiang, Wen Wei
, Lee, Chris
, Au, Veonice Bijin
, Lee, Bernett
, Connolly, John E.
, Ahl, Patricia J.
, Tay, Amy
, Yan, Cheng
, Wang, Juling
in
692/699
/ 692/699/255
/ 692/699/255/234
/ 692/699/255/234/2513
/ 692/699/255/234/2513/1549
/ Antiviral agents
/ Antiviral drugs
/ Bayesian analysis
/ CD40L protein
/ Cell activation
/ Chemokines
/ Cytokines
/ Dendritic cells
/ Granulocyte-macrophage colony-stimulating factor
/ Hepatitis
/ Hepatitis B
/ Hepatitis B surface antigen
/ Humanities and Social Sciences
/ Immune response
/ Immune response (cell-mediated)
/ Inflammation
/ Interferon
/ Interleukin 12
/ Interleukin 13
/ Interleukin 18
/ Interleukin 22
/ Interleukin 27
/ Interleukin 4
/ Learning algorithms
/ Lymphocytes
/ Lymphocytes T
/ Machine learning
/ multidisciplinary
/ Patients
/ Science
/ Science (multidisciplinary)
/ α-Interferon
2021
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Bayesian analysis of cytokines and chemokine identifies immune pathways of HBsAg loss during chronic hepatitis B treatment
by
Narayanan, Sriram
, Kaliaperumal, Nivashini
, Lim, Seng Gee
, Khakpoor, Atefeh
, Xiang, Wen Wei
, Lee, Chris
, Au, Veonice Bijin
, Lee, Bernett
, Connolly, John E.
, Ahl, Patricia J.
, Tay, Amy
, Yan, Cheng
, Wang, Juling
in
692/699
/ 692/699/255
/ 692/699/255/234
/ 692/699/255/234/2513
/ 692/699/255/234/2513/1549
/ Antiviral agents
/ Antiviral drugs
/ Bayesian analysis
/ CD40L protein
/ Cell activation
/ Chemokines
/ Cytokines
/ Dendritic cells
/ Granulocyte-macrophage colony-stimulating factor
/ Hepatitis
/ Hepatitis B
/ Hepatitis B surface antigen
/ Humanities and Social Sciences
/ Immune response
/ Immune response (cell-mediated)
/ Inflammation
/ Interferon
/ Interleukin 12
/ Interleukin 13
/ Interleukin 18
/ Interleukin 22
/ Interleukin 27
/ Interleukin 4
/ Learning algorithms
/ Lymphocytes
/ Lymphocytes T
/ Machine learning
/ multidisciplinary
/ Patients
/ Science
/ Science (multidisciplinary)
/ α-Interferon
2021
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Bayesian analysis of cytokines and chemokine identifies immune pathways of HBsAg loss during chronic hepatitis B treatment
Journal Article
Bayesian analysis of cytokines and chemokine identifies immune pathways of HBsAg loss during chronic hepatitis B treatment
2021
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Overview
Our objective was to examine differences in cytokine/chemokine response in chronic hepatitis B(CHB) patients to understand the immune mechanism of HBsAg loss (functional cure) during antiviral therapy. We used an unbiased machine learning strategy to unravel the immune pathways in CHB nucleo(t)side analogue-treated patients who achieved HBsAg loss with peg-interferon-α(peg-IFN-α) add-on or switch treatment in a randomised clinical trial. Cytokines/chemokines from plasma were compared between those with/without HBsAg loss, at baseline, before and after HBsAg loss. Peg-IFN-α treatment resulted in higher levels of IL-27, IL-12p70, IL-18, IL-13, IL-4, IL-22 and GM-CSF prior to HBsAg loss. Probabilistic network analysis of cytokines, chemokines and soluble factors suggested a dynamic dendritic cell driven NK and T cell immune response associated with HBsAg loss. Bayesian network analysis showed a dominant myeloid-driven type 1 inflammatory response with a MIG and I-TAC central module contributing to HBsAg loss in the add-on arm. In the switch arm, HBsAg loss was associated with a T cell activation module exemplified by high levels of CD40L suggesting T cell activation. Our findings show that more than one immune pathway to HBsAg loss was found with peg-IFN-α therapy; by myeloid-driven Type 1 response in one instance, and T cell activation in the other.
Publisher
Nature Publishing Group UK,Nature Publishing Group,Nature Portfolio
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