ABSTRACT
Background: COVID-19 causes significant morbidity and mortality, albeit with considerable heterogeneity among affected individuals. It remains unclear which host factors determine disease severity and survival. Given the propensity of clonal hematopoiesis (CH) to promote inflammation in healthy individuals, we investigated its effect on COVID-19 outcomes. Method(s): We performed a multi-omics interrogation of the genome, epigenome, transcriptome, and proteome of peripheral blood mononuclear cells from COVID-19 patients (n=227). We obtained clinical data, laboratory studies, and survival outcomes. We determined CH status and TET2-related DNA methylation. We performed single-cell proteogenomics to understand clonal composition in relation to cell phenotype. We interrogated single-cell gene expression in isolation and in conjunction with DNA accessibility. We integrated these multi-omics data to understand the effect of CH on clonal composition, gene expression, methylation of cis-regulatory elements, and lineage commitment in COVID-19 patients. We performed shRNA knockdowns to validate the effect of one candidate transcription factor in myeloid cell lines. Result(s): The presence of CH was strongly associated with COVID-19 severity and all-cause mortality, independent of age (HR 3.48, 95% CI 1.45-8.36, p=0.005). Differential methylation of promoters and enhancers was prevalent in TET2-mutant, but not DNMT3A-mutant CH. TET2- mutant CH was associated with enhanced classical/intermediate monocytosis and single-cell proteogenomics confirmed an enrichment of TET2 mutations in these cell types. We identified celltype specific gene expression changes associated with TET2 mutations in 102,072 single cells (n=34). Single-cell RNA-seq confirmed the skewing of hematopoiesis towards classical and intermediate monocytes and demonstrated the downregulation of EGR1 (a transcription factor important for monocyte differentiation) along with up-regulation of the lncRNA MALAT1 in monocytes. Combined scRNA-/scATAC-seq in 43,160 single cells (n=18) confirmed the skewing of hematopoiesis and up-regulation of MALAT1 in monocytes along with decreased accessibility of EGR1 motifs in known cis-regulatory elements. Using myeloid cell lines for functional validation, shRNA knockdowns of EGR1 confirmed the up-regulation of MALAT1 (in comparison to wildtype controls). Conclusion(s): CH is an independent prognostic factor in COVID-19 and skews hematopoiesis towards monocytosis. TET2-mutant CH is characterized by differential methylation and accessibility of enhancers binding myeloid transcriptions factors including EGR1. The ensuing loss of EGR1 expression in monocytes causes MALAT1 overexpression, a factor known to promote monocyte differentiation and inflammation. These data provide a mechanistic insight to the adverse prognostic impact of CH in COVID-19.
ABSTRACT
Background And Aims: S100A8 and S100A9 alarmins and their heterodimer calprotectin are diversely involved in myeloid neoplasm pathophysiology as well as infectious and inflammatory diseases. In the context of COVID-19, circulating calprotectin was identified as a powerful biomarker of disease severity. Calprotectin impact on CD34+ hematopoietic stem and progenitor cells remains poorly understood. Method(s): Calprotectin effects on healthy donor and chronic myeloid neoplasm-derived CD34-positive hematopoietic stem and progenitor cells were tested in liquid culture for up to 7 days. The pro-inflammatory cytokine IL-6 was used as a control. Cytokine effects alone or in combination were explored by the use of bulk and single cell RNA sequencing, Assay for Transposase-Accessible Chromatin with high-throughput sequencing, cytokine secretion analyses and semi-solid cultures. Result(s): CD34+ cells exposed to IL-6 generate monocytic cells that overproduce calprotectin. Calprotectin inhibits erythroid differentiation of healthy CD34+ cells, possibly through CD36 receptor. Chronic myeloid neoplasm CD34+ cells over-react to calprotectin, with large transcriptomic rewiring of erythro-megakarocytic and granulo-monocytic populations. Calprotectin-induced inhibition of erythroid progenitor proliferation correlates with increased synthesis of ribosomal subunits and p53 pathway activation, while the cytokine impact on granulo-monocytic cells indicates an autocrine or paracrine amplification loop. Conclusion(s): Calprotectin secreted by monocytes generated by CD34+ cells upon IL-6 stimulation may be a pathophysiological component of inflammatory anemia, a role that is amplified in the context of myeloid neoplasms in which calprotectin effects extend to the granulo-monocytic lineage.Copyright © 2023 Elsevier Ltd. All rights reserved.