Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Sep 11;20(9):e0316967.
doi: 10.1371/journal.pone.0316967. eCollection 2025.

Induction of an early IFN-γ cellular response and high plasma levels of SDF-1α are inversely associated with COVID-19 severity and residence in rural areas in Kenyan patients

Affiliations

Induction of an early IFN-γ cellular response and high plasma levels of SDF-1α are inversely associated with COVID-19 severity and residence in rural areas in Kenyan patients

Perpetual Wanjiku et al. PLoS One. .

Abstract

Introduction: COVID-19 was less severe in Sub-Saharan Africa (SSA) compared with Europe and North America. It is unclear whether these differences could be explained immunologically. Here we determined levels of ex vivo SARS-CoV-2 peptide-specific IFN-γ producing cells, and plasma cytokines and chemokines over the first month of COVID-19 diagnosis among Kenyan COVID-19 patients from urban and rural areas.

Methods: Between June 2020 and August 2022, we recruited and longitudinally monitored 188 COVID-19 patients from two regions in Kenya, Nairobi (urban, n = 152) and Kilifi (rural, n = 36), with varying disease severity - severe, mild/moderate, and asymptomatic. IFN-γ secreting cells were enumerated at 0-, 7-, 14- and 28-days post diagnosis by an ex vivo enzyme-linked immunospot (ELISpot) assay following in vitro stimulation of peripheral blood mononuclear cells (PBMCs) with overlapping peptides from several SARS-CoV-2 proteins. A multiplexed binding assay was used to measure levels of 22 plasma cytokines and chemokines.

Results: Higher frequencies of IFN-γ-secreting cells against SARS-CoV-2 spike peptides were observed on the day of diagnosis among asymptomatic compared to patients with severe COVID-19. Higher concentrations of 17 of the 22 cytokines and chemokines measured were positively associated with severe disease, particularly interleukin (IL)-8, IL-18 and IL-1ra (p < 0.0001), while a lower concentration of SDF-1α was associated with severe disease (p < 0.0001). Concentrations of 8 and 16 cytokines and chemokines including IL-18 were higher among Nairobi asymptomatic and mild patients compared to their respective Kilifi counterparts. Conversely, concentrations for SDF-1α were higher in rural Kilifi compared to Nairobi (p = 0.012).

Conclusion: In Kenya, as seen elsewhere, pro-inflammatory cytokines and chemokines were associated with severe COVID-19, while an early IFN-γ cellular response to overlapping SARS-CoV-2 spike peptides was associated with reduced risk of disease. Living in urban Nairobi (compared with rural Kilifi) was associated with increased levels of pro-inflammatory cytokines and chemokines.

PubMed Disclaimer

Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Higher IFN-γ responses to spike protein were observed in asymptomatic infection at the day diagnosis.
Frequencies of ex-vivo IFN-γ secreting cells against SARS-CoV-2 peptide pools spanning (a) spike responses, (b) M responses, (c) NP responses, (d) NSP responses and (e) ORF responses. Bars represent geometric mean and 95% CI. Linear mixed effects model with Tukey’s multiple comparisons, was used, * P < 0.05. Number of samples analysed for: spike responses = 171, M responses = 136, NP responses = 162, NSP responses = 100 and ORF responses = 90.
Fig 2
Fig 2. Higher IFN-γ responses to spike protein were observed in asymptomatic infections from Kilifi than Nairobi at the day diagnosis.
Comparison of IFN-γ cellular responses between Kilifi and Nairobi COVID-19 patients with: asymptomatic disease for (a) Spike responses, (b) M responses, (c) NP responses; Mild disease for (d) Spike responses, (e) M responses, (f) NP responses; and Severe disease for (g) Spike responses, (h) M responses, (i) NP responses. Kilifi didn’t have severe patients. Bars represent geometric mean and 95% CI. Kruskal–Wallis one-way ANOVA, with Dunn’s multiple comparisons test, was performed. * P < 0.05, **P < 0.01.
Fig 3
Fig 3. High plasma levels of pro-inflammatory cytokines and SDF-1α are positively and inversely, respectively, associated with COVID-19 severity.
Mean of log10-transformed cytokine/chemokine concentrations plotted over time for (a) Asymptomatic participants, (b) Mild/Moderate participants, and (c) Severe participants. * - Levels for all participants were below detectable levels.
Fig 4
Fig 4. Higher Cytokine and Chemokine concentrations in Asymptomatic and Mild Patients from Nairobi Compared to Kilifi, and in Mild/Moderate and Severe Patients Compared to Asymptomatic Individuals.
ns – not-significant, p value >0.05, empty means it was significant at p < 0.05 – < 0.0001. * - Levels for all participants were below detectable levels.
Fig 5
Fig 5. Asymptomatic patients cluster together in scatter plots by Severity at day of diagnosis.
(a) PC1 vs PC2; (b) PC2 vs PC3.

References

    1. Cabore JW, Karamagi HC, Kipruto HK, Mungatu JK, Asamani JA, Droti B, et al. COVID-19 in the 47 countries of the WHO African region: a modelling analysis of past trends and future patterns. Lancet Glob Health. 2022;10(8):e1099–114. doi: 10.1016/S2214-109X(22)00233-9 - DOI - PMC - PubMed
    1. Bejon P, Agweyu A, Ochola-Oyier LI, Hamaluba M, Kamuya D, Kinyanjui S, et al. Rethinking the evidence on COVID-19 in Africa. Lancet Infect Dis. 2025;0(0). - PubMed
    1. Maeda JM, Nkengasong JN. The puzzle of the COVID-19 pandemic in Africa. Science. 2021;371(6524):27–8. doi: 10.1126/science.abf8832 - DOI - PubMed
    1. Osayomi T, Adeleke R, Akpoterai LE, Fatayo OC, Ayanda JT, Moyin-Jesu J. A geographical analysis of the African COVID-19 paradox: putting the poverty-as-a-vaccine hypothesis to the test. Earth Syst Environ. 2021;5(3):799–810. - PMC - PubMed
    1. Diop BZ, Ngom M, Pougué Biyong C, Pougué Biyong JN. The relatively young and rural population may limit the spread and severity of COVID-19 in Africa: a modelling study. BMJ Glob Health. 2020;5(5):e002699. - PMC - PubMed