| Literature DB >> 34177883 |
Annelies Post1, Berenger Kaboré1,2, Mike Berendsen1,3, Salou Diallo2, Ousmane Traore2, Rob J W Arts1, Mihai G Netea1,4, Leo A B Joosten1, Halidou Tinto2,5, Jan Jacobs6,7, Quirijn de Mast1, André van der Ven1.
Abstract
Introduction: Patients with clinical malaria have an increased risk for bacterial bloodstream infections. We hypothesized that asymptomatic malaria parasitemia increases susceptibility for bacterial infections through an effect on the innate immune system. We measured circulating cytokine levels and ex-vivo cytokine production capacity in asymptomatic malaria and compared with controls.Entities:
Keywords: Salmonella; asymptomatic malaria; bacteraemia; bloodstream infection; iNTS
Year: 2021 PMID: 34177883 PMCID: PMC8220162 DOI: 10.3389/fimmu.2021.614817
Source DB: PubMed Journal: Front Immunol ISSN: 1664-3224 Impact factor: 7.561
Figure 1Baseline characteristics of participants included in the current study; derived from participants to the diagnostic accuracy study among febrile patients and the cross-sectional study on healthy participants.
Baseline characteristics.
| Cross sectional study | Diagnostic accuracy study | ||||||
|---|---|---|---|---|---|---|---|
| Slide negative participants | Asymptomatic Malaria | Patients with clinical malaria | Patients with Bacteremia* | Combined malaria and bacteremia** | |||
| n=236 | n=125 |
| n=114 | n=22 | n=9 |
| |
| Male sex (%) | 116 (49.4%) | 63 (50.0%) | 69 (60.5%) | 11 (50.0%) | 4 (44.4%) | ||
| Age (months) | 25.0 (21.9–41.1) | 26.4 (23.3–39.6) | .3 | 23.4 (13.7-36.5) | 16.2 (11.7-26.7) | 25.3 (23.6-36.9) | .09 |
| Weight (kg) | 11.2 (10.0–12.6) | 11.4 (10.0–12.9) | .3 | 9.4 (8.1-11.3) | 8.2 (7.0-10.2) | 10.6 (9.2-11.2) | .09 |
| Height (cm) | 83 (78–90.5) | 83 (78–92) | .9 | 81 (74-90) | 77 (70-85) | 82 (80-91) | .3 |
| Height for age (Z-score) | -1.9 (-2.7/-1.2) | -2.1 (-3.2/-1.2) | .9 | -1.3 (-2.3/-0.4) | -1.4 (-1.9/0.4) | -1.8 (-2.4/-1.3) | .4 |
| MUAC (cm) | 15.2 (1.2) | 15.3 (1.1) | .2 | NA | NA | NA | |
| Axillary temperature (°C) | 36.5 (36.1-37.1) | 36.5 (36.1-36.9) | .8 | 38.7 (38.0-39.8) | 38.5 (38.0-39.4) | 39.0 (38.8-39.8) | .4 |
| Days of fever | NA | NA | 2.4 (1.0) | 2.8 (1.4) | 1.9 (0.6) | .09 | |
| Pulse (/min) | NA | NA | 125 (118-136) | 130 (109-141) | 114 (100-146) | .8 | |
| Systolic pressure (mm/Hg) | NA | NA | 97 (87-105) | 95 (86-101) | 98 (96-118) | .2 | |
| Diastolic pressure (mm/Hg) | NA | NA | 61 (53-65) | 61 (51-63) | 62 (56-62) | .9 | |
| Breathing frequency (/min) | NA | NA | 34 (32-41) | 38 (32-42) | 35 (33-36) | .3 | |
| Impaired consciousness | NA | NA | 17 (14.4%) | 1 (4.6%) | 1 (11.1%) | .4 | |
| Hemoglobin (g/dl) | 10.3 (1.4) | 9.5 (1.7) |
| 7.2 (2.5) | 7.2 (2.3) | 6.3 (1.9) | .5 |
| Reticulocytes | 7.6 (5.5) | 10.8 (7.2) |
| 11.2 (8.0) | 5.4 (4.1) | 7.9 (3.6) |
|
| Platelets (103/µl) | 382 (159) | 263 (144) |
| 173 (108) | 256 (199) | 153 (97) | .1 |
| Leukocyte count (103/µl) | 9.9 (3.2) | 10.2 (3.1) | .07 | 11.6 (9.1-18.2) | 11.9 (10.4-15.2) | 9.3 (5.8-20.2) | .6 |
| Monocyte count (103/µl) | 0.9 (0.4) | 1.1 (0.5) |
| 1.1 (0.6-1.9) | 0.9 (0.7-1.4) | 0.7 (0.5-2.1) | .6 |
| Neutrophil count (103/µl) | 3.0 (1.65) | 2.8 (1.9) | .07 | 6.0 (4.2-7.9) | 5.5 (3.5-8.4) | 6.1 (2.2-9.0) | .8 |
| Lymphocyte count (103/µl) | 5.4 (2.0) | 4.9 (2.2) | .2 | 4.5 (2.6-6.9) | 5.3 (3.6-6.9) | 3.9 (1.7-9.0) | .6 |
MUAC, Mid-upper arm circumference | * Salmonella (n=13), Escherichia coli (n=2), Haemophilus influenzae (n=2), Streptococci (n=4), Neisseria meningitidis (n=1) | ** Salmonella spp (n=6), Acinetobacter baumannii (n=1), Streptococcus pneumoniae (n=1), Neisseria meningitidis (n=1) | *** Calculated using chi2 |.
Data is presented as mean (SD) in case of normally distributed data and median (25-75 IQR) in case of not normally distributed data. Significance value calculated using chi-2 for binary values, Mann-Whitney U-test in case of not normally distributed and student’s t-test in case of normally distributed values. A Kruskal-Wallis test was done for continuous dependent variables in the diagnostic accuracy study. Parameters with a p-value of 0.1 or less were considered potential confounders.
The bold values refer to statistically significant differences.
Circulating cytokine concentrations among malaria slide negative participants, participants with asymptomatic malaria and patient with clinical malaria.
| Slide negative participants | Asymptomatic malaria | Patients withclinical malaria | p-value | Dunn’s test | |||
|---|---|---|---|---|---|---|---|
| n=235 | n=126 | n=118 | SN | SN | AM versus CM | ||
| IL-6 | 1.2 (0.7-2.4) | 3.4 (2.1-12.2) | 69.2 (22.2-303.0) | <.0001 | <.0001 | <.0001 | <.0001 |
| IL-10 | 3.8 (2.4-7.7) | 56.2 (29.3-132.0) | 439.0 (140.0-1,333.0) | <.0001 | <.0001 | <.0001 | <.0001 |
| TNF-a | 25.28 (20.2-30.6) | 39.57 (30.6-53.5) | 71.6 (42.5-121.0) | <.0001 | <.0001 | <.0001 | <.0001 |
| IFN-y | 2.1 (2.1-2.1) | 2.1 (2.1-6.8) | 42.9 (25.1-78.1) | <.0001 | .006 | <.0001 | <.0001 |
SN, slide negative; AM, asymptomatic malaria; CM, clinical malaria.
Data is presented as median (25-75 IQR). Significance value calculated using a Kruskal Wallis test with post-hoc Dunn’s test. Cytokine concentrations are reported in pg/mL.
Figure 2Correlation between parasite density and concentrations of various circulating cytokines in asymptomatic malaria and clinical malaria, among patients below the age of five. Legend | parasite densities reported in parasites/µL. Cytokine concentrations are reported in pg/mL.
Circulating cytokines among patients with clinical malaria, bacteremia, and combined malaria-bacteremia infection.
|
|
|
|
|
| |
|---|---|---|---|---|---|
| Clinical malaria | 114 | 42.9 (25.1-78.1) | 71.6 (42.5-121.0) | 69.2 (22.2-303.0) | 439.0 (140.0-1,333.0) |
| Bacteremia | 22 | 36.2 (11.3-205.0) | 52.4 (27.4-71.11) | 124.0 (21.3-457.0) | 22.2 (8.9-100.0) |
| Co-infection | 9 | 83.7 (33.6-212.0) | 85.6 (67.7-107.0) | 64.7 (40.2-242.0) | 333.0 (85.5-707.0) |
| p-value | 0.2 | 0.1 | .5 | <.0001 | |
|
| |||||
| Gram positive bacteremia | 4 | 14.9 (9.7-25.0) | 47.6 (22.7-72.4) | 227.5 (124-540) | 13.5 (11.9-38.6) |
| Gram negative bacteremia | 5 | 14.6 (4.6-20.1) | 62.6 (582-77.0) | 457 (373.0-4617.0) | 29.5 (5.6-174.0) |
|
| 13 | 45.2 (27.4-70.4) | 30.6 (8.9-100.0) | 14.6 (4.6-20.1) | 25.6 (17.6-146.0) |
|
| 6 | 148.4 (69.6-396.0) | 92.8 (71.2-107.0) | 49.2 (38.4-193.0) | 104.8 (17.1-333.0) |
Data is presented as median (25-75 IQR). Significance was calculated using Kruskal Wallis test. Cytokine concentrations are reported in pg/mL.
Figure 3Circulating cytokine concentrations among patients below five years old with blood culture confirmed bacteremia (Gram positive, Gram negative, Salmonella) and malaria-bacteremia co-infection. Legend | Cytokine concentrations reported in pg/mL.
Multivariable regression analyses of whole blood stimulated samples among slide negative participants and participants with asymptomatic malaria.
| Slide negative cases | Asymptomatic malaria | Coëfficiënt | 95% CI | t-statistic | p-value | |||
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
|
| ||||||||
| Median | 25-75 IQR | Median | 25-75 IQR | Coëfficiënt | 95% CI | t-statistic | p-value | |
| IFN-γ | 56.3 | 39-157.9 | 39 | 39-39 | -0.49 | -0.84 - -0.15 | -2.81 | .03 |
| TNF-α | 3,950.4 | 2,460.5-5,811.3 | 1,710.4 | 505.4-3,269.0 | -0.95 | -1.33 - -0.56 | -4.86 | <.0001 |
| IL-1β | 927.3 | 562.3-1,362 | 404.1 | 185.4-792.1 | -0.76 | -1.07 - -0.44 | -1.07 | <.0001 |
| IL-6 | 18,851.6 | 13,024.2-29,192.5 | 12,917.9 | 5,298.5-21,583.2 | -0.65 | -1.01 - -0.29 | -3.57 | <.0001 |
| IL-10 | 575.3 | 353.4-887.5 | 432.4 | 299.4-849.2 | -0.33 | -0.60 - -0.05 | -2.33 | .01 |
|
| ||||||||
|
|
|
|
|
|
|
|
| |
| IFN-γ | 115.1 | 40.8-318.7 | 23.3 | 19.5-112.9 | -0.99 | -1.62 - -0.37 | -3.12 | .01*a |
| TNF-α | 4,205.7 | 2,767.2-6,457.8 | 5,332.8 | 2,593.4-8760.2 | -0.05 | -0.35 – 0.26 | -0.30 | .8 |
| IL-1β | 3,816.3 | 2,718.2-4,712.0 | 3,492.1 | 1,558.7-4,873.9 | -0.09 | -0.30 – 0.12 | -0.86 | .4*b |
| IL-6 | 35,579.3 | 25,873.2-55,766.3 | 42,766.3 | 27,196.0-60,000.0 | -0.01 | -0.22 – 0.20 | -0.08 | .9*c |
| IL-10 | 5,854.4 | 3,910.6-9,032.8 | 4,220.2 | 2,659.2-6,955.4 | -0.64 | -1.10 - -1.8 | -2.75 | .04 |
|
| ||||||||
|
|
|
|
|
|
|
|
| |
| IFN-γ | 51.3 | 20.9-201.2 | 19.5 | 19.5-76.3 | -1.10 | -1.76 - -0.45 | -3.32 | .005*d |
| TNF-α | 3,750.7 | 2,442.0-5,843.4 | 2,859.1 | 574.9-4,933.3 | -0.67 | -1.08 - -0.27 | -3.28 | .005 |
| IL-1β | 1,468.5 | 945.1-2,138.1 | 908.8 | 277.5-2,164.8 | -0.53 | -0.88 - 09.19 | -3.08 | .01 |
| IL-6 | 23,390.8 | 18,768.9-33,449.6 | 23,569.1 | 11,374.7-34,652.3 | -0.45 | -0.73 - -0.17 | -3.17 | .01 |
| IL-10 | 4,727.5 | 3,314.7-6,845.3 | 2,252.2 | 1,075.9-4,718.9 | -0.62 | -0.91 - -0.34 | <.0001 | |
*Tobit regression; *a41 observations censored, *b5 observations censored, * c44 observations censored, * d57 observations censored.
Each cytokine was analyzed in a separate model. All models were corrected for age, sex, weight, MUAC, leukocyte count, monocyte count, platelet count, hemoglobin levels and ELISA-plate layout to correct for batch effect. Cytokine concentrations are reported in pg/mL. For comparison, cytokine concentrations were log-converted. P-values corrected for multiple testing using a Bonferroni test.
Figure 4Cytokine concentrations measured in supernatants after whole blood stimulation with Staphylococcus aureus, Salmonella Typhimurium (STM) and Escherichia coli LPS (LPS), comparing participants with asymptomatic Malaria with thick film negative healthy controls. Legend | Cytokine concentrations reported in pg/mL. For comparison, cytokine concentrations were log-converted. P-values corrected for multiple testing using a Bonferroni test.
Figure 5Correlations between parasite density and various cytokine levels measured in supernatants after whole blood stimulation with Staphylococcus aureus, Salmonella Typhimurium (STM) and Escherichia coli LPS (LPS) among participants with asymptomatic malaria.