AI 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.

Article Abstract

The great majority of 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 immunologic outcomes in SARS-CoV-2-infected patients. Leveraging longitudinal samples and data from a clinical trial in SARS-CoV-2 infected outpatients, we used host proteomics and transcriptomics to characterize the trajectory of the immune response in COVID-19 patients within the first 2 weeks of symptom onset. We identify early immune signatures, including plasma RIG-I levels, early interferon signaling, and related cytokines (CXCL10, MCP1, MCP-2 and MCP-3) associated with subsequent disease progression, control of viral shedding, and the SARS-CoV-2 specific T cell and antibody response measured up to 7 months after enrollment. We found that several biomarkers for immunological outcomes are shared between individuals receiving BNT162b2 (Pfizer-BioNTech) vaccine and COVID-19 patients. Finally, we demonstrate that machine learning models using 7-10 plasma protein markers measured early within the course of infection are able to accurately predict disease progression, T cell memory, and the antibody response post-infection in a second, independent dataset.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8820672PMC
http://dx.doi.org/10.21203/rs.3.rs-847082/v1DOI Listing

Publication Analysis

Top Keywords

early immune
8
immune responses
8
immunologic outcomes
8
covid-19 patients
8
disease progression
8
antibody response
8
early
4
responses long-term
4
long-term associations
4
associations clinical
4

Similar Publications

MicroRNA (miRNA) modulation has emerged as a promising strategy in cancer immunotherapy, particularly in converting "cold" tumors with limited immune cell infiltration into "hot" tumors responsive to immunotherapy. miRNAs regulate immune cell recruitment and activation within the tumor microenvironment, influencing tumor behavior targeting specific miRNAs in cold tumors aims to enhance the immune response, potentially improving therapeutic efficacy. Despite ongoing research challenges, such as tumor complexity and treatment resistance, miRNA-based therapies offer personalized approaches with potential ethical considerations.

View Article and Find Full Text PDF

Hemophagocytic lymphohistiocytosis (HLH) is a rare, life-threatening syndrome of excessive immune activation, leading to severe inflammation and organ damage. While more common in infants, HLH can occur at any age and is often triggered by infections such as Epstein-Barr virus (EBV). In this case, a 38-year-old man presented with a three-week history of fevers, night sweats, poor appetite, and severe anemia.

View Article and Find Full Text PDF

Immune checkpoint inhibitors (ICIs), such as pembrolizumab, have revolutionized cancer therapy but can lead to severe immune-related adverse events (irAEs). We present a case of fulminant type 1 diabetes mellitus (T1DM) with diabetic ketoacidosis (DKA) and mesenteric ischemia in a 78-year-old woman with recurrent stage IIIC1 cervical cancer treated with pembrolizumab. Thirty-four days after initiating a pembrolizumab-containing regimen, she presented with vomiting, severe hyperglycemia, metabolic acidosis, and strongly positive urine ketones.

View Article and Find Full Text PDF

Diagnostic dilemma for human immunodeficiency virus in a fatal case of acute myeloid leukemia.

Indian J Sex Transm Dis AIDS

December 2024

Department of Microbiology and Infectious Diseases, National HIV/AIDS Reference Laboratory, All India Institute of Medical Sciences, New Delhi, India.

National Human Immunodeficiency Virus (HIV) testing programs utilize antibody-based tests for confirming HIV diagnosis which has a diagnostic window period of 23-90 days. In Fiebig acute HIV Stage I-II, an individual has antibody-negative but RNA-positive test results. Here, we present a case of a 54-year-old complete remission acute myeloid leukemia patient, who was recently reported HIV negative by antibody-based tests used in National HIV testing programs.

View Article and Find Full Text PDF

Objective: Immune checkpoint inhibitors (ICI) that block the programmed cell death 1 (PD-1) pathway have shown promise with limited benefit. We and others have shown in small patient cohorts that an early proliferative CD8 T-cell response in the blood may be predictive of clinical response. However, these studies lack detailed analyses and comparisons between monotherapy and combination therapies.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!