| Literature DB >> 28002448 |
Yue Wang1,2, Zhen Li2,3, Guang Hu2, Shiying Hao2, Xiaohong Deng2, Min Huang4, Miao Ren2, Xiyuan Jiang2, John T Kanegaye5,6, Kee-Soo Ha7, JungHwa Lee7, Xiaofeng Li8, Xuejun Jiang9, Yunxian Yu1, Adriana H Tremoulet5,6, Jane C Burns5,6, John C Whitin2, Andrew Y Shin2, Karl G Sylvester2, Doff B McElhinney2, Harvey J Cohen2, Xuefeng B Ling1,2.
Abstract
BACKGROUND: Resistance to intravenous immunoglobulin (IVIG) occurs in 10-20% of patients with Kawasaki disease (KD). The risk of resistance is about two-fold higher in patients with elevated gamma glutamyl transferase (GGT) levels. We sought to understand the biological mechanisms underlying IVIG resistance in patients with elevated GGT levels.Entities:
Mesh:
Substances:
Year: 2016 PMID: 28002448 PMCID: PMC5176264 DOI: 10.1371/journal.pone.0167434
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Study outline of analyses to uncover unique gene expression patterns underlying IVIG responsiveness in subjects with elevated serum GGT levels.
(1) Analysis of GGT levels with IVIG responsive-ness; (2) Global gene expression analysis by R2 statistic and FDR anal-yses to identify genes, explaining variations in both IVIG responsiveness and GGT elevation; (3) Targeted analysis of the step 2 discovered genes in either GGT normal or elevated subgroups to reveal gene expression patterns specific for each sub-group of subjects; (4) Pathway and literature analysis to explore the underlying biology of IVIG resistance in subjects with GGT elevation.
Clinical and laboratory characteristics values of 686 IVIG responsive and resistant KD subjects.
| Age at diagnosis, years | 2.6 (1.4–4.3) | 2.4 (1.4–4.2) | NS |
| Male, N (%) | 350 (60.9) | 72 (64.9) | NS |
| Illness day at sample collection days | 6 (5–7) | 5 (4–6) | NS |
| Incomplete KD, N (%) | 67 (11.7) | 9 (8.1) | NS |
| Coronary artery aneurysms, N (%) | 12 (2.1) | 5 (4.5) | NS |
| Ethnicity, N (%) | |||
| Asian | 99 (17.2) | 14 (12.6) | NS |
| African-American | 23 (4.0) | 4 (3.6) | NS |
| Caucasian | 135 (23.5) | 30 (27.0) | NS |
| Hispanic | 186 (32.3) | 37 (33.3) | NS |
| More than race | 111 (19.3) | 24 (21.6) | NS |
| Other | 8 (1.3) | 1 (0.9) | NS |
| CRP, mg/dL | 7.0 (4.0–14.6) | 8.3 (5.2–18.6) | < 0.01 |
| ESR, mm/h | 61 (42–77) | 53 (36–68) | < 0.05 |
| WBC, ×103/mm3 | 13.2 (10.6–17.3) | 13.6 (10.6–17.4) | NS |
| ANC, cells/mm3 | 8,836 (6,440–11,696) | 9,585 (7,301–12,328) | NS |
| ZHgb | -1.2 (-2.1–0.42) | -1.2 (-2.2–0) | NS |
| ALT, IU/L | 35 (19–98) | 76 (38–142) | < 0.001 |
| GGT, IU/L | 37 (17–109) | 76 (28–157) | < 0.001 |
| Albumin, g/dL | 3.9 (3.5–4.2) | 3.7 (3.4–4.0) | NS |
| Polymorphonuclear leukocytes (%) | 54 (42–64) | 51.0 (40.0–62.5) | NS |
| Platelet count, ×103/mm3 | 373 (291–467) | 340 (282–430) | NS |
| Bands (%) | 11.0 (4.0–19.0) | 18.0 (10.0–32.2) | < 0.001 |
| ABC | 1,440 (554–2,634) | 2,450 (1,272–4,512) | < 0.001 |
Values are presented as median (IQR: Interquartile range). KD: Kawasaki disease, IVIG: intravenous immunoglobulin, CRP: C-reactive protein, ESR: erythrocyte sedimentation rate, WBC: white blood count, ANC: absolute neutrophil count, ZHgb: standard deviations from the mean hemoglobin concentration normalized for age, ALT: alanine aminotransferase, GGT: gamma-glutamyl transferase. The difference between groups were tested using Wilcoxon rank sum test, NS: not significant.
Fig 2Odds ratio for IVIG resistance per quintile of GGT level.
The odds ratios were calculated against the first quintile with the lowest GGT level. The 95% confidential intervals were shown as the error bars. **: P value < 0.01 using fisher exact test.
Fig 3R2 statistic and FDR analyses with respect to GGT levels and IVIG responsiveness.
Top left panel: discovery of genes explaining variations in IVIG responsiveness. Top right panel: discovery of genes explaining variations in GGT levels. Bottom panel: Venn diagram analysis uncovering genes explaining variations in both IVIG responsiveness and GGT levels.
List of 12 genes significantly contributing to IVIG resistance in subgroup with elevated GGT levels identified by logistic regression from 36 genes found by R2 statistic and FDR analyses.
| Odds ratio (95% CI) | Odds ratio (95% CI) | ||||
|---|---|---|---|---|---|
| ST6 (alpha-N-acetyl-neuraminyl-2,3-beta-galactosyl-1,3)-N-acetylgalactosaminide alpha-2,6-sialyltransferase 3 | 2.3 (0.003–2217) | 0.03 | |||
| late endosomal/lysosomal adaptor, MAPK and MTOR activator 5 | 2.1 (0.3–177.7) | 0.02 | |||
| CKLF-like MARVEL transmembrane domain containing 4 | 0.7 (0.01–23.1) | 34.7 (5.5–303.1) | 0.02 | ||
| similar to complement component (3b/4b) receptor 1 isoform F precursor (obsolete) | 1.2 (0.1–16.5) | 19.4 (4.1–119.2) | 0.02 | ||
| teashirt zinc finger homeobox 3 | 1.1 (0.2–10.4) | > 0.01 | 14.6 (3.7–72.9) | 0.01 | |
| growth arrest and DNA-damage-inducible, alpha | 0.3 (0.04–1.8) | 12.2 (4.0–49.4) | 0.003 | ||
| dachshund family transcription factor 1 | 0.4 (0.04–3.4) | 8.8 (2.9–35.0) | 0.02 | ||
| procollagen C-endopeptidase enhancer 2 | 1.2 (0.2–6.4) | 4.4 (1.9–11.3) | 0.04 | ||
| matrix metallopeptidase 8 | 1.2 (0.2–5.2) | 2.8 (1.7–5.2) | 0.01 | ||
| ATPase, aminophospholipid transporter, class I, type 8B, member 2 | 0.1 (0.005–2.5) | 0.1 (0.02–0.4) | 0.05 | ||
| ATP-binding cassette, sub-family F (GCN20), member 1 | 0.2 (0.002–12.0) | 0.02 (0.0007–0.2) | 0.05 | ||
| single stranded DNA binding protein 3 | 0.03 (0.0003–1.6) | 0.03 (0.0003–0.1) | 0.01 | ||
* P values adjusted by Bonferroni correction.
Fig 4Neutrophil reduction in response to IVIG treatment in two independent cohorts.
All P values were calculated using Wilcoxon rank sum test. A) Cohort III. B) Cohort IV. The number of patients with rising neutrophil counts after IVIG treatment were indicated by the numbers below x axis alongside each box plot. The P values were calculated using Wilcoxon rank sum test.
Fig 5Hypothesis of the underlying biology of IVIG responsiveness involving neutrophils, siglec-9, ST6GALNAC3, and GGT.