| Literature DB >> 32384874 |
Haoran Zhang1, Xuefang Cao1, Henan Xin1, Jianmin Liu2, Shouguo Pan3, Ling Guan2, Fei Shen2, Zisen Liu3, Dakuan Wang3, Xueling Guan2, Jiaoxia Yan3, Boxuan Feng1, Na Li4, Qi Jin1, Lei Gao5.
Abstract
BACKGROUND: Dynamically changed levels of serum cytokines might predict the development of active TB from latent tuberculosis infection (LTBI) and monitor preventive treatment effectiveness. The aim of the study was to identify potential serum cytokines associated with LTBI treatment which might predict active disease development in a Chinese population.Entities:
Keywords: Cytokines; Disease development; IL-1ra; Latent tuberculosis infection; Preventive treatment
Mesh:
Substances:
Year: 2020 PMID: 32384874 PMCID: PMC7206663 DOI: 10.1186/s12879-020-05047-x
Source DB: PubMed Journal: BMC Infect Dis ISSN: 1471-2334 Impact factor: 3.090
Characteristics of the participants included in the study
| Treated participants | Untreated controls | |||||
|---|---|---|---|---|---|---|
| Developed active TB during follow-up | Kept healthy during follow-up | Developed active TB during follow-up | Kept healthy during follow-up | p value | ||
| Totala | 12 | 24 | 9 | 18 | ||
| Median age (Q25-Q75) (years) | 69.00 (65.00, 72.50) | 69.00 (65.00, 73.00) | 0.973b | 67.00 (62.00, 70.00) | 67.00 (62.00, 70.00) | 0.979b |
| Gender, n (%) | 1.000c | 1.000d | ||||
| Male | 6 (50.00) | 12 (50.00) | 7 (77.78) | 14 (77.78) | ||
| Female | 6 (50.00) | 12 (50.00) | 2 (22.22) | 4 (22.22) | ||
| Median BMI (Q25-Q75) (Kg/m2) | 23.54 (19.67, 26.66) | 24.11 (21.71, 27.25) | 0.535b | 22.46 (20.69, 23.88) | 25.53 (21.81, 28.00) | 0.029b |
| Fasting blood glucose, n (%) | 0.253d | 0.539d | ||||
| ≥7.0 mmol/L | 2 (16.67) | 1 (4.17) | 0 (0.00) | 2 (11.11) | ||
| <7.0 mmol/L | 10 (83.33) | 23 (95.83) | 9 (100.00) | 16 (88.89) | ||
| Median INF-γrelease of QFT (Q25-Q75) (IU/ml) | ||||||
| T0 | 2.47 (1.76, 5.06) | 2.79 (0.90, 4.81) | 0.651b | 2.06 (1.52, 2.81) | 1.50 (0.92, 3.29) | 0.520b |
| T1 | 1.52 (0.91, 3.30) | 0.87 (0.18, 1.91) | 0.095b | 0.73 (0.63, 1.06) | 0.63 (0.23, 1.51) | 0.471b |
| Classified QFT results at T0 (IU/ml), n (%) | ||||||
| 0.35 ~ 0.70 | 0 (0.00) | 4 (16.67) | 0.279d | 1 (11.11) | 4 (22.22) | 0.636d |
| ≥0.70 | 12 (100.00) | 20 (83.33) | 8 (88.89) | 14 (77.87) | ||
Abbreviation: BMI body mass index, Q25 25% quantile, Q75 75% quantile, QFT QuantiFERON-TB Gold In-Tube, TB tuberculosis, T0 baseline, T1 At the end of preventive treatment. aData might not sum to total because of missing data
bp for Wilcoxon rank sum test. c p for χ2 test. dp for Fisher’s exact test
Median serum levels of selected cytokines among participants with and without TB occurrence classified by preventive treatment at T0 (Median [Q25-Q75] (pg/ml))
| Cytokines | Untreated controls | Treated participants | ||||
|---|---|---|---|---|---|---|
| Active TB ( | Non-TB ( | P for Wilcoxon rank sum test | Active TB ( | Non-TB ( | P for Wilcoxon rank sum test | |
| CTACK | 317.71 (247.15, 392.20) | 339.63 (288.62, 381.48) | 0.817 | 245.16 (183.03, 342.38) | 340.84 (260.21, 385.66) | 0.164 |
| Eotaxin | 86.14 (56.31, 100.06) | 34.46 (29.40, 37.82) | 69.18 (58.08, 87.05) | 37.14 (26.61, 66.58) | ||
| GRO-α | 88.03 (74.31, 136.90) | 79.17 (69.80, 84.97) | 0.227 | 113.26 (100.91, 130.08) | 69.82 (55.58, 89.86) | |
| IP-10 | 564.61 (372.63, 670.62) | 373.06 (329.38, 525.68) | 0.173 | 514.05 (380.24, 606.51) | 438.45 (351.99, 499.43) | 0.275 |
| MCP-1(MCAF) | 12.60 (9.20, 16.31) | 6.81 (5.14, 9.74) | 14.08 (10.57, 20.05) | 7.91 (5.65, 10.10) | ||
| MCP-3 | 1.15 (0.30, 1.96) | 0.83 (0.42, 1.07) | 0.738 | 1.78 (0.45, 3.59) | 0.80 (0.43, 1.70) | 0.354 |
| MIF | 305.23 (227.36, 405.16) | 282.69 (255.65, 348.78) | 0.396 | 318.45 (195.43, 358.95) | 271.78 (220.06, 312.82) | 0.322 |
| MIG | 356.29 (308.93, 590.65) | 285.33 (179.67, 366.12) | 0.129 | 371.04 (226.06, 612.31) | 308.06 (214.66, 428.46) | 0.430 |
| MIP-1α | 1.35 (1.17, 1.82) | 1.18 (0.95, 1.35) | 0.100 | 1.47 (1.41, 1.85) | 1.32 (0.94, 1.51) | 0.024 |
| MIP-1β | 48.10 (38.42, 57.29) | 38.03 (33.57, 43.83) | 50.75 (47.05, 63.37) | 38.06 (30.83, 44.48) | ||
| PDGF-BB | 64.30 (42.51, 198.85) | 84.51 (26.05, 114.55) | 0.425 | 146.33 (98.52, 232.85) | 43.91 (26.70, 71.55) | |
| RANTES | 1314.40 (677.29, 1607.11) | 1134.09 (467.87, 1437.52) | 0.488 | 1194.57 (839.53, 2194.69) | 762.83 (468.35, 1217.44) | 0.050 |
| SDF-1α | 268.74 (253.62, 357.07) | 219.86 (181.17, 275.33) | 309.99 (234.09, 339.68) | 211.88 (190.64, 251.72) | ||
| SCF | 37.10 (27.55, 46.29) | 47.10 (32.85, 55.57) | 0.456 | 42.94 (28.96, 50.35) | 40.35 (26.53, 56.04) | 0.960 |
| M-CSF | 33.51 (25.14, 38.47) | 35.26 (26.15, 49.94) | 0.700 | 31.64 (22.22,42.16) | 37.66 (27.04, 50.64) | 0.275 |
| G-CSF | 70.18 (68.86, 89.17) | 45.96 (39.89, 52.46) | 89.49 (73.15, 97.55) | 49.40 (36.56, 62.44) | ||
| GM-CSF | 0.79 (0.61, 1.25) | 0.60 (0.01, 1.13) | 0.255 | 1.03 (0.70, 2.37) | 0.77 (0.14, 1.33) | 0.122 |
| VEGF-A | 30.46 (19.20, 52.30) | 10.62 (3.37, 15.07) | 46.18 (38.72, 62.85) | 13.34 (3.37, 23.12) | ||
| Basic FGF | 19.51 (19.51, 27.46) | 9.91 (7.71, 11.27) | 23.62 (20.22, 25.25) | 11.60 (7.52, 17.13) | ||
| β-NGF | 0.74 (0.38, 0.92) | 0.47 (0.15, 0.74) | 0.226 | 0.88 (0.74, 1.51) | 0.56 (0.28, 0.74) | |
| SCGF-β | 43,169.60 (38,013.20, 57,726.50) | 40,842.80 (25,219.40, 45,309.10) | 0.316 | 43,618.70 (38,251.70, 50,595.10) | 41,198.40 (34,222.50, 49,973.30) | 0.513 |
| HGF | 256.86 (249.02,352.46) | 227.92 (173.75, 340.78) | 0.292 | 245.12 (213.87, 301.36) | 229.34 (160.76, 297.97) | 0.557 |
| IFN-α2 | 5.61 (4.07, 9.52) | 4.35 (2.73, 4.90) | 0.060 | 8.14 (6.93, 10.77) | 4.71 (2.95, 5.85) | |
| IFN-γ | 26.08 (18.59,31.97) | 9.48 (8.21, 14.39) | 20.89 (17.76, 33.82) | 14.41 (9.16, 16.86) | ||
| TNF-α | 13.98 (12.53,16.84) | 9.60 (6.47,13.04) | 15.89 (14.22, 17.78) | 8.97 (7.94, 12.41) | ||
| TRAIL | 35.54 (34.96,55.72) | 28.38 (20.62, 33.46) | 40.94 (35.11, 44.48) | 32.11 (30.12, 38.04) | ||
| IL-1α | 9.96 (8.44, 11.48) | 4.23 (1.86, 4.92) | 16.45 (11.86, 22.98) | 5.51 (3.21, 7.47) | ||
| IL-1β | 2.90 (2.17, 3.26) | 1.88 (1.40, 3.69) | 0.316 | 2.16 (1.59, 3.41) | 2.10 (1.38, 2.97) | 0.603 |
| IL-1ra | 164.78 (145.93, 185.71) | 70.70 (55.80, 128.01) | 173.64 (157.39, 185.69) | 107.36 (80.87, 150.82) | ||
| IL-2Rα | 99.66 (83.29, 122.15) | 95.46 (76.73, 141.57) | 0.857 | 76.25 (47.30, 115.92) | 101.79 (67.09, 133.93) | 0.268 |
| IL-4 | 2.18 (2.01, 2.59) | 0.35 (0.17, 0.51) | 2.34 (1.94, 3.01) | 0.52 (0.39, 1.42) | ||
| IL-6 | 0.91 (0.56, 1.63) | 0.65 (0.16, 0.93) | 0.246 | 1.39 (1.01,2.45) | 0.91 (0.26, 1.25) | |
| IL-8 | 4.75 (3.46, 6.61) | 2.28 (1.57, 3.16) | 6.04 (4.40, 7.19) | 3.14 (2.15, 4.36) | ||
| IL-9 | 58.55 (51.44, 65.08) | 29.50 (26.06, 32.90) | 65.00 (53.56, 69.74) | 30.86 (24.88, 41.36) | ||
| IL-13 | 3.70 (2.31, 3.92) | 1.94 (1.14, 5.21) | 0.440 | 2.79 (2.00, 4.69) | 2.23 (1.59, 4.70) | 0.314 |
| IL-16 | 41.51 (40.09, 49.67) | 32.48 (28.14, 53.88) | 0.341 | 37.98 (22.49, 52.19) | 32.30 (25.81, 41.78) | 0.535 |
| IL-17A | 5.12 (4.50, 5.90) | 2.47 (1.16, 3.73) | 6.68 (6.05, 8.09) | 3.90 (2.39, 5.12) | ||
| IL-18 | 41.61 (35.17, 57.57) | 40.37 (30.12, 102.04) | 0.857 | 33.54 (26.08, 42.52) | 29.43 (24.75, 58.68) | 0.801 |
Abbreviation: T0 baseline, Q25 25% quantile, Q75 75% quantile, TB tuberculosis
Predicting value of the baseline (T0) serum cytokines levels on active TB development among untreated controls
| Cytokine | AUC (95%CI) | p for | Cut-off (pg/ml) | Sensitivity,% (95% CI) | Specificity,% (95% CI) |
|---|---|---|---|---|---|
| Eotaxin | 0.95 (0.87, 1.03) | 50.54 | 88.89 (51.75, 99.72) | 94.44 (72.71, 99.86) | |
| Basic FGF | 0.96 (0.88, 1.02) | 17.49 | 88.89 (51.75, 99.72) | 94.44 (72.71, 99.86) | |
| G-CSF | 0.89 (0.76, 1.02) | 58.89 | 88.89 (51.75, 99.72) | 88.89 (65.29, 98.62) | |
| IFN-γ | 0.95 (0.87, 1.03) | 17.41 | 88.89 (51.75, 99.72) | 94.44 (72.71, 99.86) | |
| IL-1α | 0.92 (0.82, 1.02) | 8.06 | 88.89 (51.75, 99.72) | 88.89 (65.29, 98.62) | |
| IL-1ra | 0.85 (0.70, 1.00) | 114.70 | 100.00 (66.37, 100.00) | 72.22 (46.52, 90.31) | |
| IL-4 | 1.00 (1.00, 1.00) | 1.16 | 100.00 (66.37,100.00) | 100.00 (81.47,100.00) | |
| IL-8 | 0.86 (0.73, 1.00) | 3.44 | 77.78 (39.99, 97.19) | 83.33 (58.58, 96.42) | |
| IL-9 | 0.90 (0.77, 1.04) | 38.85 | 88.89 (51.75, 99.72) | 94.44 (72.71, 99.86) | |
| IL-17A | 0.80 (0.63, 0.98) | 3.48 | 100.00 (66.37, 100.00) | 72.22 (46.52, 90.31) | |
| MCP-1(MCAF) | 0.79 (0.59, 0.99) | 10.34 | 66.67 (29.93, 92.51) | 83.33 (58.58, 96.42) | |
| MIP-1β | 0.75 (0.55, 0.94) | 57.65 | 55.56 (21.20, 86.30) | 94.44 (72.71, 99.86) | |
| SDF-1α | 0.79 (0.61, 0.97) | 218.00 | 100.00 (66.37, 100.00) | 50.00 (26.02, 73.98) | |
| TNF-α | 0.82 (0.66, 0.97) | 10.48 | 100.00 (66.37, 100.00) | 61.11 (35.75, 82.70) | |
| TRAIL | 0.88 (0.74, 1.01) | 34.51 | 77.78 (39.99, 97.19) | 88.89 (65.29, 98.62) | |
| VEGF-A | 0.83 (0.66, 1.00) | 14.31 | 88.89 (51.75, 99.72) | 72.22 (46.52, 90.31) |
Abbreviation: AUC area under curve, TB tuberculosis
Median serum levels of the selected cytokines at different time point in participants with and without preventive treatment respectively
| aCytokine | Active TB | Non-TB | ||||
|---|---|---|---|---|---|---|
| T0 | T1 | p for Wilcoxon signed rank test | T0 | T1 | p for Wilcoxon signed rank test | |
| Median value (Q25-Q75) (pg/ml) in treated participants (active TB, n = 12; non-TB, n = 24) | ||||||
| Eotaxin | 69.18 (58.08, 87.05) | 45.18 (36.09,75.64) | 37.14 (26.61, 66.58) | 33.34 (22.22, 48.22) | ||
| MCP-1(MCAF) | 14.08 (10.57, 20.05) | 11.60 (9.68, 15.26) | 0.052 | 7.91 (5.65, 10.10) | 7.38 (5.01, 12.86) | 0.300 |
| MIP-1β | 50.75 (47.05, 63.37) | 56.63 (50.95, 61.09) | 0.470 | 38.06 (30.83, 44.48) | 49.03 (44.11, 54.68) | |
| SDF-1α | 309.99 (234.09, 339.68) | 229.56 (203.70, 261.91) | 211.88 (190.64, 251.72) | 177.85 (158.87, 220.24) | ||
| G-CSF | 89.49 (73.15, 97.55) | 71.50 (60.18, 85.92) | 0.110 | 49.40 (36.56, 62.44) | 65.14 (39.89, 78.41) | 0.040 |
| VEGF-A | 46.18 (38.72, 62.85) | 42.22 (28.75, 52.27) | 0.339 | 13.34 (3.37, 23.12) | 6.43 (0.25, 37.39) | 0.187 |
| Basic FGF | 23.62 (20.22, 25.25) | 19.51 (18.79, 21.27) | 11.60 (7.52, 17.13) | 11.28 (6.52, 20.05) | 0.459 | |
| IFN-γ | 20.89 (17.76, 33.82) | 19.74 (12.71, 26.54) | 14.41 (9.16, 16.86) | 13.87 (5.52, 16.82) | 0.320 | |
| TNF-α | 15.89 (14.22, 17.78) | 15.41 (12.66, 17.78) | 0.349 | 8.97 (7.94, 12.41) | 10.36 (6.77, 13.98) | 0.478 |
| TRAIL | 40.94 (35.11, 44.48) | 36.59 (36.42, 43.32) | 0.733 | 32.11 (30.12, 38.04) | 31.28 (23.18, 37.34) | |
| IL-1α | 16.45 (11.86, 22.98) | 13.01 (10.72, 14.53) | 0.015 | 5.51 (3.21, 7.47) | 5.24 (1.52, 14.53) | 0.129 |
| IL-1ra | 173.64 (157.39, 185.69) | 126.44 (114.19, 133.83) | 107.36 (80.87, 150.82) | 95.66 (55.77, 131.74) | ||
| IL-4 | 2.34 (1.94, 3.01) | 1.61 (1.36, 2.01) | 0.52 (0.39, 1.42) | 0.64 (0.04, 1.55) | 0.575 | |
| IL-8 | 6.04 (4.40, 7.19) | 4.05 (3.58, 4.64) | 3.14 (2.15, 4.36) | 2.04 (0.70, 3.34) | ||
| IL-9 | 65.00 (53.56, 69.74) | 63.83 (55.94, 77.15) | 0.733 | 30.86 (24.88, 41.36) | 37.00 (31.20, 64.25) | |
| IL-17A | 6.68 (6.05, 8.09) | 5.74 (5.05, 6.21) | 0.034 | 3.90 (2.39, 5.12) | 2.97 (0.57, 5.90) | 0.187 |
| Median value (Q25-Q75) (pg/ml) in untreated controls (active TB, n = 9; non-TB, n = 18) | ||||||
| Eotaxin | 86.14 (56.31, 100.06) | 55.38 (39.96, 59.73) | 34.46 (29.40, 37.82) | 28.43 (21.67, 38.27) | 0.265 | |
| MCP-1(MCAF) | 12.60 (9.20, 16.31) | 12.17 (11.41, 14.12) | 0.570 | 6.81 (5.14, 9.74) | 6.88 (5.14, 10.16) | 0.212 |
| MIP-1β | 48.10 (38.42, 57.29) | 57.68 (49.97, 59.57) | 0.301 | 38.03 (33.57, 43.83) | 48.19 (35.40, 54.16) | |
| SDF-1α | 268.74 (253.62, 357.07) | 223.75 (205.00, 256.94) | 219.86 (181.17, 275.33) | 175.13 (142.03, 225.55) | ||
| G-CSF | 70.18 (68.86, 89.17) | 78.74 (64.20, 94.98) | 0.820 | 45.96 (39.89, 52.46) | 52.17 (32.71, 62.19) | 0.304 |
| VEGF-A | 30.46 (19.20, 52.30) | 27.04 (14.41, 35.17) | 0.496 | 10.62 (3.37, 15.07) | 13.88 (0.25, 27.04) | 0.426 |
| Basic FGF | 19.51 (19.51, 27.46) | 19.51 (18.06, 20.92) | 0.055 | 9.91 (7.71, 11.27) | 11.98 (6.93, 15.78) | 0.186 |
| IFN-γ | 26.08 (18.59,31.97) | 20.47 (14.40,26.28) | 0.055 | 9.48 (8.21, 14.39) | 9.52 (4.75, 15.24) | 0.702 |
| TNF-α | 13.98 (12.53,16.84) | 14.46 (11.81,16.84) | 0.688 | 9.60 (6.47,13.04) | 9.00 (5.07, 11.08) | 0.246 |
| TRAIL | 35.54 (34.96,55.72) | 40.35 (38.76,42.93) | 0.820 | 28.38 (20.62, 33.46) | 25.86 (18.61, 32.15) | 0.694 |
| IL-1α | 9.96 (8.44, 11.48) | 11.48 (7.68, 14.53) | 0.742 | 4.23 (1.86, 4.92) | 4.32 (1.52,9.96) | 0.096 |
| IL-1ra | 164.78 (145.93, 185.71) | 116.49 (111.89, 129.64) | 0.078 | 70.70 (55.80, 128.01) | 89.36 (40.01, 109.54) | 0.265 |
| IL-4 | 2.18 (2.01, 2.59) | 1.67 (1.42, 1.87) | 0.35 (0.17, 0.51) | 0.58 (0.05, 1.16) | 0.072 | |
| IL-8 | 4.75 (3.46, 6.61) | 3.81 (3.22, 4.05) | 2.28 (1.57, 3.16) | 1.91 (0.84, 2.39) | ||
| IL-9 | 58.55 (51.44, 65.08) | 66.41 (58.89, 69.24) | 0.496 | 29.50 (26.06, 32.90) | 35.55 (23.97, 64.91) | |
| IL-17A | 5.12 (4.50, 5.90) | 5.43 (4.50, 6.05) | 0.578 | 2.47 (1.16, 3.73) | 3.12 (1.16, 4.19) | 0.832 |
Abbreviation: T0 baseline, T1 At the end of preventive treatment; Q25 25% quantile, Q75 75% quantile, TB tuberculosis
a Those cytokines, which had a significantly higher level in active TB individuals compared with non-TB controls at T0 were selected
Fig. 1Flow chart to identify the relation between serum cytokines level and preventive treatment efficacy. A total of 12 active TB cases and 24 non-TB individuals from treated participants as well as 9 active TB cases and 18 non-TB individuals from untreated controls, paired by gender and age, were included in the present study. The levels of 16 cytokines were significantly higher in active TB cases as compared with non-TB controls both in treated participants and untreated controls at T0. Only the level of IL-1ra declined significantly from T0 to T1 in treated participants, but not in untreated controls