| Literature DB >> 25170106 |
Daniel A Lampah1, Tsin W Yeo2, Michael Malloy3, Enny Kenangalem1, Nicholas M Douglas4, Donny Ronaldo5, Paulus Sugiarto6, Julie A Simpson7, Jeanne Rini Poespoprodjo1, Nicholas M Anstey8, Ric N Price9.
Abstract
BACKGROUND: The significance of thrombocytopenia to the morbidity and mortality of malaria is poorly defined. We compared the platelet counts and clinical correlates of patients with and those without malaria in southern Papua, Indonesia.Entities:
Keywords: Indonesia; Plasmodium falciparum; Plasmodium malariae; Plasmodium vivax; malaria; platelets; thrombocytopenia
Mesh:
Year: 2014 PMID: 25170106 PMCID: PMC4305266 DOI: 10.1093/infdis/jiu487
Source DB: PubMed Journal: J Infect Dis ISSN: 0022-1899 Impact factor: 5.226
Figure 1.Flow diagram of the data merging process. Individual patients could present on multiple occasions and, in some cases, with multiple platelet measurements within each clinical episode. To highlight the degree of multiple sampling, the number of individuals who contributed to these presentations is provided in parentheses.
Distribution of Clinical and Laboratory Data and Thrombocytopenia Status, by Clinical and Demographic Group
| Variable | Clinical Events, No. | Patients, No. | Distribution of Clinical and Laboratory Data | Platelet Data | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OP | OP Events With | IP Events, No. | IP Events With | Mean Platelet Count | < 50 000 | |||||
| Infecting | ||||||||||
| None (negative test results) | 753 595 | 135 229 | 695 051 | 105 432 (15.2) | 58 544 | 43 626 (74.5) | 256.37 ± 141.38 | Ref | 4084 (2.7) | Ref |
| | 89 748 | 44 171 | 73 392 | 21 828 (29.7) | 16 356 | 14 931 (91.3) | 129.03 ± 100.47 | <.001 | 5722 (15.6) | <.001 |
| | 54 495 | 28 841 | 49 041 | 14 512 (29.6) | 5454 | 5040 (92.4) | 165.42 ± 121.37 | <.001 | 1650 (8.4) | <.001 |
| >1 (mixed infection) | 19 569 | 14 206 | 16 210 | 5411 (33.4) | 3359 | 3089 (92) | 128.98 ± 96.19 | <.001 | 1148 (13.5) | .203 |
| | 4598 | 4045 | 4190 | 1198 (28.6) | 408 | 382 (93.6) | 142.66 ± 98.15 | <.001 | 116 (7.3) | <.001 |
| | 115 | 110 | 105 | 22 (21) | 10 | 8 (80) | 146.2 ± 79.97 | <.001 | 2 (6.7) | <.001 |
| Sex | ||||||||||
| Female | 506 055 | 70 493 | 458 599 | 78 552 (17.1) | 47 456 | 38 562 (81.3) | 219.24 ± 136.35 | Ref | 6051 (5.2) | Ref |
| Male | 416 065 | 80 186 | 379 390 | 69 851 (18.4) | 36 675 | 28 514 (77.7) | 222.03 ± 149.37 | .008 | 6671 (6.8) | <.001 |
| Ethnic group | ||||||||||
| Non-Papuan | 149 017 | 44 196 | 136 604 | 22 851 (16.7) | 12 413 | 9146 (73.7) | 247.13 ± 123.31 | Ref | 822 (2.6) | Ref |
| Highland Papuan | 644 073 | 79 443 | 586 388 | 105 757 (18) | 57 685 | 47 318 (82) | 203.73 ± 137.81 | <.001 | 11 235 (7.3) | <.001 |
| Lowland Papuan | 127 385 | 26 413 | 113 440 | 19 589 (17.3) | 13 945 | 10 555 (75.7) | 277.5 ± 164.07 | <.001 | 654 (2.2) | .003 |
| Age, y | ||||||||||
| <1 | 70 221 | 20 086 | 55 359 | 12 998 (23.5) | 14 862 | 6595 (44.4) | 323.49 ± 177.22 | <.001 | 651 (3.3) | <.001 |
| 1 to <5 | 139 033 | 23 596 | 124 985 | 29 337 (23.5) | 14 048 | 11 230 (79.9) | 279.93 ± 170.61 | <.001 | 1403 (3.5) | <.001 |
| 5 to <15 | 107 163 | 23 318 | 100 319 | 19 341 (19.3) | 6844 | 6177 (90.3) | 214.15 ± 136.73 | <.001 | 1478 (5.8) | <.001 |
| ≥15 | 605 588 | 101 728 | 557 250 | 86 659 (15.6) | 48 338 | 43 046 (89.1) | 187.57 ± 111.13 | Ref | 9188 (7.1) | Ref |
| Malaria presentations in the past 2 mo, no. | ||||||||||
| 0 | 799 988 | 150 448 | 724 429 | 126 653 (17.5) | 75 559 | 59 237 (78.4) | 221.41 ± 142.98 | Ref | 11 268 (6.1) | Ref |
| ≥1 | 122 132 | 31 080 | 113 560 | 21 750 (19.2) | 8572 | 7839 (91.4) | 214.90 ± 138.89 | <.001 | 1454 (4.9) | <.001 |
| Year | ||||||||||
| 2004 | 62 985 | 25 864 | 56 227 | 8316 (14.8) | 6758 | 4495 (66.5) | 205.66 ± 149.48 | Ref | 1045 (8.2) | Ref |
| 2005 | 88 400 | 30 950 | 78 398 | 16 676 (21.3) | 10 002 | 8498 (85) | 219.91 ± 153.23 | <.001 | 1688 (6.7) | <.001 |
| 2006 | 96 086 | 34 260 | 86 288 | 12 667 (14.7) | 9798 | 8312 (84.8) | 243.51 ± 160.02 | <.001 | 1.025 (4.9) | <.001 |
| 2007 | 106 046 | 36 914 | 95 272 | 12 872 (13.5) | 10 774 | 8469 (78.6) | 220.4 ± 148.08 | <.001 | 1533 (7.2) | .002 |
| 2008 | 98 074 | 34 127 | 88 967 | 11 184 (12.6) | 9107 | 7504 (82.4) | 211.83 ± 134.54 | .001 | 1245 (6.7) | <.001 |
| 2009 | 110 796 | 34 341 | 100 756 | 20 165 (20) | 10 040 | 8188 (81.6) | 212.5 ± 133.49 | <.001 | 1716 (6.1) | <.001 |
| 2010 | 112 566 | 35 041 | 103 263 | 22 152 (21.5) | 9303 | 7525 (80.9) | 214.67 ± 136.52 | <.001 | 1735 (5.8) | <.001 |
| 2011 | 115 683 | 37 055 | 106 640 | 18 840 (17.7) | 9043 | 6654 (73.6) | 225.24 ± 133.65 | <.001 | 1230 (4.8) | <.001 |
| 2012 | 131 484 | 41 495 | 122 178 | 25 531 (20.9) | 9306 | 7431 (79.9) | 225.64 ± 136.95 | <.001 | 1505 (4.6) | <.001 |
| Overall | 922 120 | 150 448 | 837 989 | 148 403 (17.7) | 84 131 | 67 076 (79.7) | 220.52 ± 142.44 | 12 722 (5.9) | ||
Abbreviations: IP, inpatient; OP, outpatient; Ref, reference.
Events in which the platelet count was measured.
Based on univariable linear regression with correction of the variance-covariance matrix for within-patient correlation.
Figure 2.Estimated mean platelet count among hospital attendees (A) and estimated probability of severe thrombocytopenia (platelet concentration, <50 000 platelets/µL; B), by Plasmodium species. Figures were generated by multiple fractional polynomial regression analyses with the following covariables: Plasmodium species, by age, sex, ethnic group, and year. Bands represent 95% CIs. Abbreviation: CI, confidence interval.
Risk Factors for Severe Thrombocytopenia
| Risk Factor | Univariable Analysis | Multivariable Analysis | |||
|---|---|---|---|---|---|
| Crude OR (95% CI) | Adjusted OR (95% CI) | Overall PAF, % (95% CI) | |||
| Infecting | |||||
| None (negative test results) | Reference | Reference | |||
| | 6.54 (6.28–6.83) | <.001 | 6.03 (5.77–6.30) | <.001 | 35.88 (34.92–36.83) |
| | 3.27 (3.08–3.47) | <.001 | 3.73 (3.51–3.97) | <.001 | 9.14 (8.55–9.72) |
| | 2.81 (2.32–3.41) | <.001 | 2.16 (1.78–2.63) | <.001 | 0.47 (.31–0.62) |
| >1 (mixed infection) | 5.54 (5.17–5.94) | <.001 | 5.40 (5.02–5.80) | <.001 | 7.04 (6.58–7.51) |
| Age, y | |||||
| ≥15 | Reference | Reference | |||
| <1 | 0.45 (.42–.49) | <.001 | 0.47 (.43–.51) | <.001 | <0 |
| 1 to <5 | 0.47 (.44–.50) | <.001 | 0.32 (.30–.34) | <.001 | <0 |
| 5 to <15 | 0.81 (.76–.85) | <.001 | 0.50 (.47–.53) | <.001 | <0 |
| Sex | |||||
| Female | Reference | Reference | |||
| Male | 1.34 (1.29–1.38) | <.001 | 1.39 (1.34–1.44) | <.001 | 12.99 (11.49–14.46) |
| Ethnicity | |||||
| Non-Papuan | Reference | Reference | |||
| Highland Papuan | 3.00 (2.80–3.23) | <.001 | 2.75 (2.56–2.97) | <.001 | 52.71 (49.92–55.34) |
| Lowland Papuan | 0.84 (.76–.93) | .001 | 0.96 (.86–1.07) | .430 | <0 |
| Hb level <5 g/dLa | |||||
| No | Reference | Reference | |||
| Yes | 4.02 (3.79–4.27) | <.001 | 3.16 (2.96–3.37) | <.001 | 7.00 (6.49–7.51) |
| Yearb | |||||
| 2004 | Reference | Reference | … | ||
| 2005 | 0.81 (.75–.88) | <.001 | 0.86 (.79–.94) | <.001 | … |
| 2006 | 0.58 (.53–.63) | <.001 | 0.65 (.59–.71) | <.001 | … |
| 2007 | 0.87 (.80–.95) | .001 | 0.98 (.90–1.07) | .590 | … |
| 2008 | 0.80 (.74–.88) | <.001 | 1.08 (.98–1.18) | .110 | … |
| 2009 | 0.73 (.67–.79) | <.001 | 0.97 (.89–1.06) | .516 | … |
| 2010 | 0.70 (.65–.76) | <.001 | 0.96 (.88–1.05) | .375 | … |
| 2011 | 0.57 (.52–.62) | <.001 | 0.83 (.76–.91) | <.001 | … |
| 2012 | 0.54 (.50–.58) | <.001 | 0.72 (.66–.79) | <.001 | … |
| Departmentc | |||||
| Outpatient | Reference | Excluded | … | ||
| Inpatient | 2.38 (2.30–2.47) | <.001 | … | … | |
| Malaria presentations in the past 2 mo, no. | |||||
| 0 | Reference | Reference | … | ||
| ≥1 | 0.80 (.76–.85) | <.001 | 0.71 (.67–0.75) | <.001 | <0 |
Severe thrombocytopenia was defined as a platelet count of <50 000 platelets/μL.
Abbreviations: CI, confidence interval; Hb, hemoglobin; OR, odds ratio; PAF, population attributable fraction.
Criterion for anemia.
Included in the model for calculation of overall PAFs, but PAFs are not presented.
Not included in the multivariable model because admission was deemed to be a consequence of severe disease, rather than a confounder.
Figure 3.Estimated probability of mortality, by platelet count. Figures were generated by multiple fractional polynomial regression analyses (with adjustment for age, sex, ethnic group, and year), according to infecting Plasmodium species, as follows: 0 Plasmodium species (negative test results; A), P. falciparum (B), P. vivax (C), and >1 Plasmodium species (mixed infection; D). Abbreviation: CI, confidence interval.
Univariable and Multivariable Analyses of the Risk Factors for Death Among 215 449 Patients
| Variable | Univariable Analysis | Multivariable Analysis | |||
|---|---|---|---|---|---|
| Crude OR (95% CI) | Adjusted OR (95% CI) | PAF, % (95% CI) | |||
| Platelet count, Hb levela | |||||
| ≥50 000 platelets/μL | |||||
| ≥5 g/dL | Reference | Reference | … | ||
| <5 g/dL | 3.92 (3.43–4.49) | <.001 | 5.21 (4.53–5.98) | <.001 | 7.26 (6.17–8.33) |
| <50 000 platelets/μL | |||||
| ≥5 g/dL | 3.07 (2.73–3.45) | <.001 | 4.65 (4.10–5.28) | <.001 | 9.71 (8.43–10.97) |
| <5 g/dL | 11.28 (9.49–13.42) | <.001 | 16.44 (13.70–19.74) | <.001 | 5.24 (4.42–6.04) |
| Infecting | |||||
| None (negative test results) | Reference | Reference | |||
| | 0.61 (.54–0.69) | <.001 | 0.43 (.38–.49) | <.001 | <0 |
| | 0.38 (.31–.46) | <.001 | 0.32 (.26–.39) | <.001 | <0 |
| | 0.56 (.32–.96) | .036 | 0.50 (.29–.87) | .014 | <0 |
| >1 (mixed infection) | 0.49 (.38–.63) | <.001 | 0.36 (.28–.47) | <.001 | <0 |
| Age, y | |||||
| ≥15 | Reference | Reference | … | ||
| <1 | 1.37 (1.22–1.53) | <.001 | 1.47 (1.30–1.65) | <.001 | 4.24 (2.78–5.67) |
| 1 to <5 | 0.60 (.53–.67) | <.001 | 0.72 (.64–.82) | <.001 | <0 |
| 5 to <15 | 0.56 (.48–.65) | <.001 | 0.65 (.56–.76) | <.001 | <0 |
| Sex | |||||
| Female | Reference | Reference | … | ||
| Male | 1.58 (1.46–1.71) | <.001 | 1.63 (1.51–1.77) | <.001 | 21.56 (18.10–24.87) |
| Ethnicity | |||||
| Non-Papuan | Reference | Reference | … | ||
| Highland Papuan | 0.61 (.56–.67) | <.001 | 0.60 (.54–.66) | <.001 | <0 |
| Lowland Papuan | 0.93 (.83–1.05) | .267 | 0.96 (.85–1.09) | .540 | <0 |
| Yearb | |||||
| 2004 | Reference | Reference | … | ||
| 2005 | 0.98 (.80–1.20) | .867 | 1.11 (.91–1.36) | .316 | … |
| 2006 | 1.41 (1.16–1.71) | .001 | 1.55 (1.27–1.89) | <.001 | … |
| 2007 | 1.57 (1.29–1.90) | <.001 | 1.55 (1.28–1.89) | <.001 | … |
| 2008 | 1.84 (1.52–2.22) | <.001 | 1.82 (1.50–2.21) | <.001 | … |
| 2009 | 0.92 (.75–1.12) | .401 | 1.04 (.85–1.27) | .687 | … |
| 2010 | 0.76 (.62–0.93) | .009 | 0.87 (.71–1.07) | .201 | … |
| 2011 | 0.93 (.76–1.14) | .497 | 1.07 (.87–1.31) | .513 | … |
| 2012 | 0.87 (.71–1.06) | .158 | 1.03 (.85–1.26) | .748 | … |
| Malaria presentations in the past 2 mo, no. | |||||
| 0 | Reference | Reference | … | ||
| ≥1 | 0.63 (.55–.72) | <.001 | 0.80 (.69–.91) | .001 | <0 |
Abbreviations: CI, confidence interval; Hb, hemoglobin; OR, odds ratio; PAF, population attributable fraction.
Severe thrombocytopenia was defined as a platelet count of <50 000 platelets/μL, and anemia was defined as a hemoglobin (Hb) level of <5 g/dL.
Included in the model for calculation of overall PAFs, but PAFs are not presented.
Risk of Mortality According to Severe Thrombocytopenia, Severe Anemia, and Malaria Status
| Variable | Platelet Count ≥50 000 Platelets/μL, Hb Level <5 g/dL | Platelet Count <50 000 Platelets/µL, Hb Level ≥5 g/dL | Platelet Count <50 000 Platelets/µL, Hb Level <5 g/dL | |||
|---|---|---|---|---|---|---|
| Adjusted OR (95% CI)a | Adjusted OR (95% CI)a | Adjusted OR (95% CI)a | ||||
| Infecting | ||||||
| None (negative test results) | 5.10 (4.32–6.01) | <.001 | 6.21 (5.37–7.20) | <.001 | 17.14 (13.61–21.58) | <.001 |
| | 5.05 (3.64–7.00) | <.001 | 2.71 (2.06–3.55) | <.001 | 16.97 (11.81–24.38) | <.001 |
| | 4.04 (2.22–7.33) | <.001 | 2.67 (1.55–4.60) | <.001 | 9.21 (4.53–18.73) | <.001 |
| >1 (mixed infection) | 5.29 (2.69–10.43) | <.001 | 2.52 (1.26–5.05) | .009 | 9.77 (4.39–21.73) | <.001 |
| Any, overall | 4.93 (3.79–6.42) | <.001 | 2.77 (2.20–3.48) | <.001 | 13.76 (10.22–18.54) | <.001 |
| Age among malarial patients, yb | ||||||
| <1 | 4.36 (1.80–10.56) | .001 | 3.96 (1.55–10.09) | .004 | 7.17 (2.60–19.79) | <.001 |
| 1 to <5 | 3.23 (1.92–5.43) | <.001 | 1.77 (.84–3.71) | .133 | 11.89 (6.52–21.66) | <.001 |
| 5 to <15 | 6.35 (3.24–12.46) | <.001 | 2.40 (1.14–5.04) | .021 | 5.98 (1.41–25.40) | .015 |
| ≥15 | 6.18 (4.28–8.92) | <.001 | 2.87 (2.19–3.77) | <.001 | 20.05 (13.57–29.62) | <.001 |
Abbreviations: CI, confidence interval; Hb, hemoglobin; OR, odds ratio.
Model presents risk with respect to the reference group of patients without severe anemia or thrombocytopenia (severe thrombocytopenia was defined as a platelet count of <50 000 platelets/μL, and anemia was defined as a Hb level of <5 g/dL). Adjusted for age group, sex, ethnicity, year, and recent malaria presentations in the past 2 months.
Model presents risk in patients with malaria, with respect to the reference group of patients without severe anemia or thrombocytopenia (severe thrombocytopenia was defined as a platelet count of <50 000 platelets/μL, and anemia was defined as a Hb level of <5 g/dL). Adjusted for species, sex, ethnicity, year, and recent malaria presentations in the past 2 months.