Low-dose IL-2 reduces IL-21 + T cells and induces a long-lived anti-inflammatory gene expression signature inversely modulated in COVID-19 patients
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Abstract
Despite early clinical successes, the mechanisms of action of low-dose interleukin-2 (LD-IL-2) immunotherapy remain only partly understood. Here, we examined the effects of interval administration of low-dose recombinant IL-2 (iLD-IL-2) using high-resolution, single-cell multiomics and flow cytometry. We confirmed that iLD-IL-2 selectively expands thymic-derived FOXP3 + HELIOS + Tregs and CD56 br NK cells, and showed that treatment reduced the frequency of IL-21-producing CD4 + T cells and of two subsets of innate-like CD8 + T cells, mucosal-associated invariant T cells and V γ9 V δ2 T cells. The cellular changes induced by LD-IL-2 were associated with an anti-inflammatory gene expression signature, which remains detectable in all T and NK cell subsets analysed one month after treatment. The anti-inflammatory nature of this gene expression signature was supported by the observation that the same genes were also modulated in COVID-19 patients, but in the opposite direction. These findings warrant continued investigations of the potential clinical benefits of iLD-IL-2 in immunotherapy and further understanding of the development of long-term sequelae in convalescent COVID-19 patients.
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SciScore for 10.1101/2022.04.05.22273167: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
Ethics not detected. Sex as a biological variable not detected. Randomization Single-cell proliferation scores: Single-cell proliferation scores were calculated using a previously described approach58, which is based on the average normalised expression levels of a pre-selected set of 11 mRNA features related to cell cycle (AURKB, HMGB2, HMMR, MCM4, MKI67, PCLAF, PCNA, TK1, TOP2A, TYMS, and UBE2C), subtracted by the aggregated expression of a control set of 50 randomly selected mRNA features. Blinding not detected. Power Analysis This led to a significant reduction in the number of CD56br cells analysed and a concomitant reduction in statistical power to identify IL-2-induced alterations. Table 2: Resources
SciScore for 10.1101/2022.04.05.22273167: (What is this?)
Please note, not all rigor criteria are appropriate for all manuscripts.
Table 1: Rigor
Ethics not detected. Sex as a biological variable not detected. Randomization Single-cell proliferation scores: Single-cell proliferation scores were calculated using a previously described approach58, which is based on the average normalised expression levels of a pre-selected set of 11 mRNA features related to cell cycle (AURKB, HMGB2, HMMR, MCM4, MKI67, PCLAF, PCNA, TK1, TOP2A, TYMS, and UBE2C), subtracted by the aggregated expression of a control set of 50 randomly selected mRNA features. Blinding not detected. Power Analysis This led to a significant reduction in the number of CD56br cells analysed and a concomitant reduction in statistical power to identify IL-2-induced alterations. Table 2: Resources
Software and Algorithms Sentences Resources Red blood cells were then lysed (BD FACS Lysing solution) and immunostained samples were acquired on a BD Fortessa (BD Biosciences) flow cytometer with FACSDiva software (BD Biosciences) and analysed using FlowJo (Tree Star, Inc.). FACSDivasuggested: (BD FACSDiva Software, RRID:SCR_001456)FlowJosuggested: (FlowJo, RRID:SCR_008520)Validation of Day 55 signature in the COMBAT dataset: To confirm the differential expression of Day 55 signature genes after COVID-19 infection, we applied DESeq2 to pseudo-bulk RNAseq data from the COMBAT dataset, comparing 13 community COVID-19 patients with 10 healthy controls. DESeq2suggested: (DESeq, RRID:SCR_000154)COMBATsuggested: (ComBat, RRID:SCR_010974)Results from OddPub: Thank you for sharing your data.
Results from LimitationRecognizer: An explicit section about the limitations of the techniques employed in this study was not found. We encourage authors to address study limitations.Results from TrialIdentifier: We found the following clinical trial numbers in your paper:
Identifier Status Title NCT02265809 Completed Adaptive Study of IL-2 Dose Frequency on Regulatory T Cells … ISRCTN40319192 NA NA Results from Barzooka: We did not find any issues relating to the usage of bar graphs.
Results from JetFighter: We did not find any issues relating to colormaps.
Results from rtransparent:- Thank you for including a conflict of interest statement. Authors are encouraged to include this statement when submitting to a journal.
- Thank you for including a funding statement. Authors are encouraged to include this statement when submitting to a journal.
- No protocol registration statement was detected.
Results from scite Reference Check: We found no unreliable references.
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