| Literature DB >> 35898301 |
Nouran B AbdAllah1, Essam Al Ageeli2, Abdullah Shbeer3, Jawaher A Abdulhakim4, Eman A Toraih5,6, Doaa O Salman6, Manal S Fawzy7,8, Sanaa S Nassar1.
Abstract
Background: Recently, long non-coding RNAs (lncRNAs) have emerged as potential molecular biomarkers for sepsis. We aimed to profile the expression signature of three inflammation-related lncRNAs, MALAT1, ANRIL, and HHOTAIR, in the plasma of neonates with sepsis and correlate these signatures with the phenotype. Patients andEntities:
Keywords: ANRIL; HOTAIR; MALAT1; long non-coding RNAs; neonatal sepsis; survival
Year: 2022 PMID: 35898301 PMCID: PMC9309290 DOI: 10.2147/IJGM.S373434
Source DB: PubMed Journal: Int J Gen Med ISSN: 1178-7074
Characteristics of Sepsis Patients According to Survival
| Characteristics | Levels | Survivors (n = 88) | Non-Survivors (n = 36) | |
|---|---|---|---|---|
| Age, days | Median (IQR) | 1 (0–2) | 1 (0–3) | |
| Sex | Male | 52 (59.1) | 29 (80.6) | |
| Gestational age at birth, weeks | Median (IQR) | 36 (32–40) | 30 (30–32) | |
| Mode of delivery | Vaginal | 47 (53.4%) | 12 (33.3%) | |
| Cesarean | 41 (46.6%) | 24 (66.7%) | ||
| Weight at birth | Median (IQR) | 2.6 (1.7–3.5) | 1.9 (1.4–2.5) | |
| LBWB | 5 (5.7%) | 7 (19.4%) | ||
| Maternal antibiotic | Amoxycillin | 7 (8%) | 10 (27.8%) | |
| Positive | 57 (64.8%) | 32 (88.9%) | ||
| Maternal factors | PROM | 25 (28.4%) | 19 (52.8%) | |
| Maternal diabetes | 4 (4.5%) | 0 (0%) | 0.32# | |
| Maternal anemia | 11 (12.5%) | 1 (2.8%) | 0.09# | |
| Maternal hypertension | 4 (4.5%) | 0 (0%) | 0.32# | |
| Pre-eclampsia | 0 (0%) | 5 (13.9%) | ||
| Triple I | 18 (20.5%) | 6 (16.7%) | 0.62 | |
| Neonatal factors | Preterm | 30 (34.1%) | 23 (63.9%) | |
| IUGR | 6 (11.5%) | 0 (0%) | 0.05# | |
| Total parental nutrition | 26 (29.5%) | 15 (41.7%) | 0.21 | |
| Umbilical venous catheter | 8 (9.1%) | 16 (44.4%) | ||
| Onset | Late | 24 (27.3%) | 7 (19.4%) | 0.49 |
| Early | 64 (72.7%) | 29 (80.6%) | ||
| Features | TTN | 12 (13.6%) | 3 (8.3%) | 0.55 |
| Temperature instability | 21 (23.9%) | 10 (27.8%) | 0.65 | |
| Hemodynamic instability | 26 (29.5%) | 14 (38.9%) | 0.39 | |
| Hypoxia | 58 (65.9%) | 31 (86.1%) | ||
| Lethargy | 41 (46.6%) | 14 (38.9%) | 0.55 | |
| Hypoglycaemia | 16 (18.2%) | 5 (13.9%) | 0.79 | |
| Poor feeding | 50 (56.8%) | 19 (52.8%) | 0.69 | |
| Seizures | 5 (5.7%) | 3 (8.3%) | 0.68# | |
| Oliguria | 15 (17%) | 7 (19.4%) | 0.79 | |
| RDS | 27 (30.7%) | 20 (55.6%) | ||
| Congenital pneumonia | 20 (22.7%) | 5 (13.9%) | 0.32 | |
| Acquired pneumonia | 13 (14.8%) | 2 (5.6%) | 0.22# | |
| Comorbidities | Congenital heart disease | 4 (4.5%) | 4 (11.1%) | 0.17# |
| Jejunal atresia | 3 (3.4%) | 0 (0%) | 0.55# | |
| Inguinal hernia | 3 (3.4%) | 2 (5.6%) | 0.62# | |
| Biochemical data | WBC | 4.5 (1.07–9) | 7.0 (5.0–12) | |
| Immature/total WBCs | 0.2 (0.2–0.3) | 0.2 (0.2–0.3) | 0.08* | |
| Platelets | 228 (150–306) | 120 (100–150) | ||
| CRP | 3.3 (0.6–6) | 5.4 (1–11.7) | 0.79* | |
| Hb | 15.9 (11.7–20) | 12 (11–13) | 0.46* | |
| Na | 146 (142–150) | 140 (136–145) | 0.20* | |
| K | 4.2 (3.7–4.6) | 4.2 (4–4.5) | ||
| Ca | 9.2 (9–9.3) | 8.7 (8.3–9) | 0.91* | |
| pH | 7.3 (7.2–7.3) | 7.3 (7.2–7.3) | ||
| CO2 | 58 (55–61) | 55 (41–59) | 0.58* | |
| O2 | 53 (39–67) | 65 (48–78) | 0.75* | |
| HCO3 | 25.5 (22–29) | 19 (15–20.7) | 0.10* | |
| Culture data | Culture | 58 (65.9%) | 33 (91.7%) | |
| Positive results | 30 (34.1%) | 21 (58.3%) | ||
| Type of organism | 6 (20%) | 7 (33.3%) | ||
| 6 (11.4%) | 7 (13.9%) | |||
| 6 (6.8%) | 7 (25%) | |||
| 6 (6.8%) | 7 (25%) | |||
| 0 (0%) | 2 (4.8%) | |||
| Antibiotics | BetaLact +3rd G Cepha | 53 (61.6%) | 20 (55.6%) | 0.96 |
| Penecillin + amino | 14 (16.3%) | 2 (5.6%) | ||
| Vanco + carbapenem | 9 (10.5%) | 5 (13.9%) | ||
| 4th G cephalosporin | 4 (4.7%) | 4 (11.1%) | ||
| Others | 6 (7%) | 5 (13.9%) | ||
| Ventilation | Negative | 24 (27.3%) | 9 (25%) | |
| O2 therapy | 38 (43.2%) | 4 (11.1%) | ||
| Ventilation | 26 (29.5%) | 23 (63.9%) | ||
| Surfactant | Positive | 9 (10.2%) | 12 (33.3%) | |
| Length of stay | Median (IQR) | 10 (4–16) | 14 (9–14) | 0.10* |
| Complication | Positive | 12 (13.6%) | 27 (75%) | |
| Type of complications | Pulmonary hemorrhage | 0 (0%) | 6 (16.7%) | |
| VAP | 9 (10.2%) | 1 (2.8%) | 0.16# | |
| Air leak syndrome | 3 (3.4%) | 7 (19.4%) | ||
| Respiratory failure | 1 (1.1%) | 8 (22.2%) | ||
| Organ failure | 0 (0%) | 8 (22.2%) | ||
| Necrotizing enterocolitis | 0 (0%) | 4 (11.1%) |
Notes: Data are presented as a median and interquartile range (IQR) or number and percentage. Two-sided Chi-square, Fisher’s exact (#), or Mann-–Whitney U (*) tests were applied. Bold values indicate significance at p < 0.05.
Abbreviations: LBWB, low birth-weight baby; PROM, premature rupture of membrane; Triple I, Intrauterine inflammation, infection, or both (a new concept of chorioamnionitis); IUGR, intrauterine growth retardation; TTN, transient tachypnea of newborns; RDS, respiratory distress syndrome; WBC, white blood cells; CRP, C-reactive protein; Hb, hemoglobin; E. coli, Escherichia coli; VAP, Ventilator-associated pneumonia; others, other antibiotics, including quinolones or nitroimidazole, or other combinations; N.B., negative ventilation, no invasive mechanical ventilation; positive surfactant: neonates were given surfactant therapy for RDS.
Figure 1The expression level of long non-coding RNAs in plasma of neonatal sepsis compared to normal neonates. (A) Box plot for fold change (log-transformed). All the three studied lncRNAs were upregulated in neonates with sepsis relative to controls. Mann-Whitney U-test was used. Cases are plotted compared to controls (set at zero line). All p-values were <0.001. (B) LncRNAs co-expression analysis. A direct correlation between the three studied lncRNAs was identified. The correlation coefficient (r) text color aligns with the degree of correlation. Spearman correlation analysis was employed. All p-values were <0.001. (C) Heatmap showing expression pattern in patients. Ward.D2 method and Euclidean distance measure were utilized. Hierarchical cluster analysis categorized cases into two distinct clusters: high expressors of all lncRNAs and those who exhibited downregulation of at least one of the studied lncRNAs.
Figure 2Association of long non-coding RNA expression with survival and gestational age in neonates with sepsis. (A–C) Boxplots comparing non-survivors and survivors’ groups. Higher levels of the three lncRNAs in non-survivor neonates compared to the survivor group were observed. (D) The association between gestational age in neonates with sepsis and survival. Fold change was estimated using the formula of delta Cq = (Cq lncRNA – Cq GAPDH) sepsis cases − (Cq lncRNA – Cq GAPDH) healthy neonates. The median and interquartile range are shown to the left of the corresponding boxplots. Mann-Whitney U-test was applied.
Figure 3Multivariate analysis for predicting mortality. (A) Principal component analysis for data exploration showing clear demarcation between survivor and deceased infants based on the three lncRNAs. The expression levels of the three lncRNAs, demonstrated by the direction of their corresponding arrows, were pointing towards the cluster of the “Died” group. In contrast, the gestational age (GA) arrow pointed towards the “Alive” group, indicating that the higher the GA, the better survival. The length of the arrows indicates the weight of the variables. All points (round and triangle) represent each study subject and are of equal size. A large circle and triangle represent the centroid of the cluster. (B) Cox hazard proportional regression analysis was performed. Data are represented as hazard ratio (HR) and 95% Confidence intervals (CI). Non-survivor neonates were significantly more likely to be males and have upregulated circulating ANRIL and HOTAIR levels. Significant data with p-values less than 0.05 are red.