| Literature DB >> 32336276 |
Samuel Eneọjọ Abah1, Florence Burté1, Steven A Howell1, Ikeoluwa Lagunju2,3, Wuraola A Shokunbi3,4, Mats Wahlgren5, Olugbemiro Sodeinde2,3,6, Biobele J Brown2,3, Anthony A Holder1, Delmiro Fernandez-Reyes7,8,9.
Abstract
BACKGROUND: Cerebral malaria (CM), is a life-threatening childhood malaria syndrome with high mortality. CM is associated with impaired consciousness and neurological damage. It is not fully understood, as yet, why some children develop CM. Presented here is an observation from longitudinal studies on CM in a paediatric cohort of children from a large, densely-populated and malaria holoendemic, sub-Saharan, West African metropolis.Entities:
Keywords: Biomarkers; Cerebral malaria; Childhood severe malaria; Pathogenesis
Year: 2020 PMID: 32336276 PMCID: PMC7184698 DOI: 10.1186/s12936-020-03241-5
Source DB: PubMed Journal: Malar J ISSN: 1475-2875 Impact factor: 2.979
Clinical characteristics of the proteomics discovery cohort
| Proteomics discovery cohort | Clinical groups [Total N = 120] | |||
|---|---|---|---|---|
| UM | CM | SMA | CC | |
| Pool N (%) | 30 (25%) | 30 (25%) | 30 (25%) | 30 (25%) |
Age (months) Median (IQR) | 43 (28–81) | 48 (36–62) | 39 (19–58) | 72 (37–96) |
| Sex: F/M | 18/12 | 15/15 | 16/14 | 20/10 |
PCV (%) Median (IQR) | 31 (25–35) | 25 (20–31) | 12 (11–15) | 34 (32–35) |
Parasite densitya Median (IQR) | 45,981 (19,506–61,646) | 2252 (667–65,791) | 17,216 (1193–30,806) | N/A |
a Parasite density not significantly different between malaria groups
N number, IQR interquartile range, PCV pack cell volume, UM uncomplicated malaria, SMA severe malarial anaemia, CM cerebral malaria
Clinical characteristics of CLI validation cohort
| Validation cohort | Clinical groups [Total N = 177 at onset; N = 61 at recovery] | ||||
|---|---|---|---|---|---|
| UM | CM | SMA | DC | CC | |
Onset N (%) | 38 (16.3%) | 35 (24.5%) | 30 (16.3%) | 39 (11%) | 35 (27.3%) |
Recovery N (%) | 18 (36%) | 25 (32%) | 18 (32%) | N/A | N/A |
Age (months) Median (IQR) | 45 (6–145) | 49 (15–165) | 37 (6–150) | 55 (5–150) | 50 (10–100) |
| Sex: F/M | 24/14 | 20/15 | 14/16 | 19/20 | 20/15 |
PCV (%) At onset Median (IQR) | 32 (27–35) | 25 (23–30) | 13 (11–15) | 14 (8–23) | 34 (32–35) |
PCV (%) At recovery Median (IQR) | 35 (29–40) | 34 (27–40) | 34 (27–37) | 35 (28–) | 35 (27–40) |
Parasite density At onseta Median (IQR) | 27,429 (1901–54,680) | 5590 (1314–81,923) | 32,131 (2487–103,822) | N/A | N/A |
aParasite density not significantly different between malaria groups
N number, IQR interquartile range, PCV pack cell volume, UM uncomplicated malaria, SMA severe malarial anaemia, CM cerebral malaria
Differentially expressed proteins between malaria groups using 2D-DIGE analysis
| Spot | Gel analysisa | ID | Protein identificationb | Mean intensityc | log2 (FC) compared to CC | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| CC | UM | SMA | CM | UM | SMA | CM | ||||
| 1 | Crude plasma | P02675 | Fibrinogen beta chain | 326,043 | 2,395,644 | 188,428 | 342,817 | 2.88 | − 0.79 | 0.07 |
| 23 | Immunodepleted | P02671 | Fibrinogen alpha chain | 111,201 | 202,297 | 235,418 | 193,944 | 0.86 | 1.08 | 0.80 |
| 24 | Immunodepleted | P02671 | Fibrinogen alpha chain | 95,490 | 166,776 | 248,306 | 184,968 | 0.80 | 1.38 | 0.95 |
| 26 | Immunodepleted | P02679 | Fibrinogen gamma chain | 89,777 | 167,685 | 193,504 | 177,522 | 0.90 | 1.11 | 0.98 |
| 2 | Crude plasma | P01011 | Alpha-1 antichymotrypsin | 8437 | 38,660 | 53,706 | 46,532 | 2.20 | 2.67 | 2.46 |
| 3 | Crude plasma | P01011 | Alpha-1 antichymotrypsin | 25,637 | 47,774 | 54,947 | 42,469 | 0.90 | 1.10 | 0.73 |
| 8 | Crude plasma | P02764 | Alpha-1-acid glycoprotein 1 | 194,326 | 326,673 | 691,483 | 742,110 | 0.75 | 1.83 | 1.93 |
| 9 | Crude plasma | P02764 P19652 | Alpha-1-acid glycoprotein 1/2 | 48,800 | 193,249 | 327,999 | 515,003 | 1.99 | 2.75 | 3.40 |
| 21 | Immunodepleted | P01011 | Alpha-1 antichymotrypsin | 563,120 | 1,142,798 | 2,002,447 | 1,967,430 | 1.02 | 1.83 | 1.80 |
| 31 | Immunodepleted | P02750 | Leucine-rich alpha-2 glycoprotein | 79,647 | 217,512 | 231,940 | 200,776 | 1.45 | 1.54 | 1.33 |
| 29 | Immunodepleted | P06727 | Apolipoprotein AIV | 107,491 | 54,999 | 395,132 | 249,844 | − 0.97 | 1.88 | 1.22 |
| 30 | Immunodepleted | P06727 | Apolipoprotein AIV | 31,611 | 19,929 | 45,626 | 115,303 | − 0.67 | 0.53 | 1.87 |
| 4 | Crude plasma | P00738 | Haptoglobin beta chain | 121,132 | 102,981 | 21,374 | 88,732 | − 0.23 | − 2.50 | − 0.45 |
| 5 | Crude plasma | P00738 | Haptoglobin beta chain | 122,286 | 176,632 | 0 | 114,007 | 0.53 | − 0.10 | |
| 6 | Crude plasma | P00738 | Haptoglobin beta chain | 136,742 | 192,620 | 35,403 | 147,950 | 0.49 | − 1.95 | 0.11 |
| 7 | Crude plasma | P00738 | Haptoglobin beta chain | 89,871 | 158,852 | 29,216 | 126,023 | 0.82 | − 1.62 | 0.49 |
| 10 | Crude plasma | P00738 | Haptoglobin alpha-2-chain | 51,148 | 78,021 | 0 | 25,545 | 0.61 | − 1.00 | |
| 11 | Crude plasma | P00738 | Haptoglobin alpha-2-chain | 20,545 | 78,021 | 0 | 2890 | 1.93 | − 2.83 | |
| 15 | Crude plasma | P68871 | Haemoglobin subunit-beta | 47,555 | 26,914 | 168,212 | 15,023 | − 0.82 | 1.82 | − 1.66 |
| 16 | Crude plasma | P69905 | Haemoglobin subunit-alpha | 32,203 | 42,761 | 278,353 | 102,665 | 0.41 | 3.11 | 1.67 |
| 17 | Immunodepleted | P02790 | Hemopexin | 1,712,652 | 1,368,897 | 327,700 | 812,479 | − 0.32 | − 2.39 | − 1.08 |
| 18 | Immunodepleted | P02790 | Hemopexin | 57,181 | 41,615 | 26,793 | 24,527 | − 0.46 | − 1.09 | − 1.22 |
| 19 | Immunodepleted | P02790 | Hemopexin | 601,982 | 411,670 | 171,318 | 345,268 | − 0.55 | − 1.81 | − 0.80 |
| 20 | Immunodepleted | P02790 | Hemopexin | 1,788,743 | 1,276,004 | 698,022 | 754,038 | − 0.49 | − 1.36 | − 1.25 |
| 32 | Immunodepleted | P10909 | Clusterin | 47,055 | 31,176 | 18,480 | 30,678 | − 0.59 | − 1.35 | − 0.62 |
ID Protein Accession Number
aSpot detected as > 1.5-fold significant change compared to other groups identified and analysed from either crude plasma sample or an immunodepleted plasma sample. Representative images and positions of numbered spots are shown in Fig. 1
bSpot identifications are detailed in Additional file 1: Fig. S1
cMean intensity as estimated by Bio-Rad PDQuest software. (n = 2 for crude plasma, n = 4 for immunodepleted)
dLog2 (fold change) mean intensity of protein in each disease case compared to CC
Fig. 12D-gel electropherograms showing differentially abundant protein spots. Representative images of 2D-gel electropherograms from crude plasma samples (a) and immunodepleted plasma samples (b). Numbered circled spots represent protein spots showing a differential intensity between groups of over a 1.5-fold-change. Identities and intensity fold-change are depicted in Table 3. kDa molecular weight ladder in kDa, pI isoelectric point
Fig. 2Plasma CLI concentration in clinical malaria syndromes both at acute onset and at recovery. a Plasma CLI protein level in clinical malaria syndromes at acute onset CM (0.04 ± 0.01); SMA (0.07 ± 0.04); UM (0.11 ± 0.05); DC (0.07 ± 0.03); CC (0.13 ± 0.08). b Two time-point graph showing levels of CLI at onset and recovery (paired samples) in the CM, SMA and UM groups, respectively. CLI complement-lysis inhibitor, CM = cerebral malaria, SMA severe malaria anaemia, UM uncomplicated malaria, DC disease controls, CC community controls; (mean ± standard deviation) g/L
Correlation analysis between plasma CLI and inflammatory cytokines levels
| CLI | CM | SMA | UM | ||||||
|---|---|---|---|---|---|---|---|---|---|
| IL-10 | IL-6 | IL-8 | IL-10 | IL-6 | IL-8 | IL-10 | IL-6 | IL-8 | |
| Onset | r = − 0.533 p = 0.040 | r = − 0.622 p = 0.010 | r = − 0.499 p = 0.036 | r = 0.109 p = ns | r = 0.063 p = ns | r = 0.255 P = ns | r = − 0.657 p = ns | r = 0.029 p = ns | r = 0.1429 p = ns |
| Recovery | r = 0.043 p = 0.617 | r = 0.350 p = ns | r = 0.383 p = ns | r = − 0.559 p = 0.047 | r = − 0.784 p = 0.004 | r = 0.0608 p = ns | r = 0.714 p = ns | r = 0.371 p = ns | r = 0.314 p = ns |
IL interleukins, CLI complement lysis inhibitor; UM uncomplicated malaria, SMA severe malarial anaemia, CM cerebral malaria, r non-parametric spearman correlation coefficient (statistically significant if p < 0.05 according to the non-parametric spearman r-test), ns non-significant
Fig. 3CLI discriminating potential between each malaria syndrome at acute onset or control group using ROC curve analysis. CLI complement-lysis inhibitor, CM cerebral malaria, SMA severe malaria anaemia, UM uncomplicated malaria, DC disease controls, CC community controls, AUC area under the curve