| Literature DB >> 35600002 |
Christina W Obiero1,2, Wilson Gumbi3, Stella Mwakio1, Hope Mwangudzah1, Anna C Seale1,4,5, Mami Taniuchi6, Jie Liu6, Eric Houpt6, James A Berkley1,7,8.
Abstract
Background: Early onset neonatal sepsis (EONS) typically begins prior to, during or soon after birth and may be rapidly fatal. There is paucity of data on the aetiology of EONS in sub-Saharan Africa due to limited diagnostic capacity in this region, despite the associated significant mortality and long-term neurological impairment.Entities:
Keywords: Neonate; PCR; aetiology; molecular; sepsis
Year: 2022 PMID: 35600002 PMCID: PMC9114825 DOI: 10.12688/wellcomeopenres.17386.2
Source DB: PubMed Journal: Wellcome Open Res ISSN: 2398-502X
Figure 1. Organisms included in the whole blood TaqMann Array Card panel.
Pathogens interrogated with TaqMan Array Card (TAC) in whole blood. The TAC is a 384-well real-time quantitative reverse transcription polymerase chain reaction (RT-qPCR) based platform consisting of 8 (shown as no. 1 to 8 above) individual microfluidic channels that can be loaded with PCR reactions containing nucleic acid extract from a clinical specimen or control material. The TAC was customised to include 21 targets (16 bacterial, 4 viral and 1 protozoal organism, tested in duplicate) and two controls (MS2 bacteriophage and phocine Herpesvirus (PhHV)). The 21 targets are shown in alphabetical order as follows: Acinetobacter baumanii, Cytomegalovirus, Enterococcus faecalis, Enterovirus, Escherichia coli/ Shigella spp., Haemophilus influenzae, Herpes Simplex Virus 1, Herpes Simplex Virus 2, Klebsiella oxytoca, Klebsiella pneumoniae, Listeria monocytogenes, Mycobacterium tuberculosis, Neisseria meningitidis, Plasmodium spp., Pseudomonas aeruginosa, Salmonella enterica, Staphylococcus aureus, Streptococcus agalactiae, Streptococcus pneumoniae, Streptococcus pyogenes, and Ureaplasma spp.
Figure 2. Study Participant Flow.
Selection of cases and controls from a cohort of 15,409 deliveries at Kilifi County Hospital (KCH) between March 2011 and March 2016. Cases were hospitalised within the first 48 hours of life, resident of the Kilifi Health Demographic Surveillance System (KHDSS) and presented with one or more of the WHO-defined criteria for possible serious bacterial infection (pSBI). Controls were resident of the KHDSS and not hospitalised within the first 60 days of life.
Maternal characteristics.
| Characteristic | Cases (n=603) | Controls
| Univariable
| P value
| Multivariable
| P value
|
|---|---|---|---|---|---|---|
| Age, years | 26 (21-32) | 26 (21-32) | 1.0 (0.9 to 1.0) | 0.593 | - | - |
| Weight, kg | 60 (53-70) | 60 (54-67) | 1.0 (0.9 to 1.0) | 0.632 | - | - |
| Height, cm | 156 (151-160) | 156 (151-160) | 0.9 (0.9 to 1.0) | 0.283 | - | - |
| MUAC, cm | 26 (24-28) | 25 (24-28) | 1.0 (0.9 to 1.1) | 0.326 | - | - |
| Marital status | ||||||
| Married | 543 (90) | 264 (88) | 1.0 | - | - | - |
| Single | 38 (6.3) | 24 (8.0) | 0.8 (0.5 to 1.3) | 0.335 | - | - |
| Divorced | 2 (0.3) | 2 (0.7) | 0.5 (0.1 to 3.5) | 0.472 | - | - |
| Widowed | 3 (0.5) | 1 (0.3) | 1.5 (0.2 to 14) | 0.744 | - | - |
| Missing | 17 (2.8) | 9 (3.0) | 0.9 (0.4 to 2.1) | 0.839 | - | - |
| Education Level | ||||||
| None | 105 (17) | 58 (19) | 1.0 | - | - | - |
| Primary | 360 (60) | 178 (59) | 1.1 (0.8 to 1.6) | 0.555 | - | - |
| Secondary | 86 (14) | 36 (12) | 1.3 (0.8 to 2.2) | 0.281 | - | - |
| Higher | 34 (5.6) | 12 (4.0) | 1.6 (0.8 to 3.3) | 0.230 | - | - |
| Missing | 18 (3.0) | 16 (5.3) | 0.6 (0.3 to 1.3) | 0.211 | - | - |
| Nulliparous | ||||||
| No | 383 (63) | 207 (69) | 1.0 | - | 1.0 | - |
| Yes | 185 (31) | 65 (22) | 1.5 (1.1 to 2.1) | 0.010 | 1.7 (1.2 to 2.3) | 0.004 |
| Missing | 35 (6.0) | 28 (9.0) | 0.7 (0.4 to 1.1) | 0.143 | 0.7 (0.4 to 1.3) | 0.304 |
|
| ||||||
| History of fever | ||||||
| No | 584 (97) | 294 (98) | 1.0 | - | - | - |
| Yes | 10 (1.7) | 1 (0.3) | 5.0 (0.6 to 40) | 0.124 | - | - |
| Missing | 9 (1.5) | 5 (1.7) | 0.9 (0.3 to 2.7) | 0.861 | - | - |
| Drainage of liquor | ||||||
| No | 489 (81) | 266 (89) | 1.0 | - | 1.0 | - |
| Yes | 109 (18) | 30 (10) | 2.0 (1.3 to 3.0) | 0.002 | 2.0 (1.3 to 3.1) | 0.002 |
| Missing | 5 (0.8) | 4 (1.3) | 0.7 (0.2 to 2.6) | 0.568 | 0.0 (0.0 to 0.0) | 0.975 |
| Ruptured membranes | ||||||
| No | 401 (66) | 210 (70) | 1.0 | - | - | - |
| Yes | 172 (29) | 77 (26) | 1.2 (0.9 to 1.6) | 0.331 | - | - |
| Missing | 30 (5.0) | 13 (4.3) | 1.2 (0.6 to 2.4) | 0.581 | - | - |
| PROM >18h | ||||||
| No | 471 (78) | 240 (80) | 1.0 | - | - | - |
| Yes | 27 (4.5) | 9 (3.0) | 1.5 (0.7 to 3.3) | 0.280 | - | - |
| Missing | 105 (17) | 51 (17) | 1.0 (0.7 to 1.5) | 0.799 | - | - |
| Vaginal bleeding | ||||||
| No | 539 (89) | 287 (96) | 1.0 | - | 1.0 | - |
| Yes | 61 (10) | 7 (2.3) | 4.6 (2.1 to 10) | <0.001 | 4.8 (2.1 to 11) | <0.001 |
| Missing | 3 (1.0) | 6 (2.0) | 0.3 (0.1 to 1.1) | 0.063 | 0.0 (0.0 to 0.0) | 0.993 |
| Dysuria | ||||||
| No | 577 (96) | 287 (96) | 1.0 | - | - | - |
| Yes | 21 (3.5) | 8 (2.7) | 1.3 (0.6 to 3.0) | 0.527 | - | - |
| Missing | 5 (0.8) | 5 (1.7) | 0.5 (0.1 to 1.7) | 0.273 | - | - |
| Decreased foetal movements | ||||||
| No | 576 (96) | 293 (98) | 1.0 | - | 1.0 | - |
| Yes | 23 (3.8) | 1 (0.3) | 11.7 (1.6 to 87) | 0.016 | 6.0 (0.8 to 47) | 0.085 |
| Missing | 4 (0.7) | 6 (2.0) | 0.3 (0.1 to 1.2) | 0.096 | 0.0 (0.0 to 0.0) | 0.993 |
|
| ||||||
| Emergency signs
| ||||||
| No | 500 (83) | 271 (90) | 1.0 | - | ||
| Yes | 98 (16) | 27 (9.0) | 2.0 (1.3 to 3.1) | 0.003 | 1.6 (1.0 to 2.5) | 0.058 |
| Missing | 5 (0.8) | 2 (0.7) | 1.4 (0.3 to 7.0) | 0.718 | 0.0 (0.0 to 0.0) | 0.976 |
| Temperature, °C | ||||||
| 36-38 | 483 (80) | 252 (84) | 1.0 | - | - | - |
| >38 | 7 (1.2) | 0 (0.0) | 1.0 | - | - | - |
| <36 | 47 (7.8) | 17 (5.7) | 1.4 (0.8 to 2.6) | 0.212 | - | - |
| Missing | 66 (11) | 31 (10.3) | 1.1 (0.7 to 1.7) | 0.649 | - | - |
| Oedema | ||||||
| No | 551 (91) | 287 (96) | 1.0 | - | 1.0 | - |
| Yes | 48 (8.0) | 7 (2.3) | 3.6 (1.6 to 8.0) | 0.002 | 3.0 (1.3 to 6.9) | 0.009 |
| Missing | 4 (0.7) | 6 (2.0) | 0.3 (0.1 to 1.2) | 0.103 | 1.0 | - |
| Positive nitrite and/or
| ||||||
| No | 417 (69) | 214 (71) | 1.0 | - | - | - |
| Yes | 108 (18) | 46 (15) | 1.2 (0.8 to 1.8) | 0.339 | - | - |
| Missing | 78 (13) | 40 (13) | 1.0 (0.7 to 1.5) | 0.997 | - | - |
| Antibiotics in the last 4 weeks | ||||||
| No | 539 (89) | 274 (91) | 1.0 | - | - | - |
| Yes | 61 (10) | 26 (8.7) | 1.2 (0.7 to 1.9) | 0.473 | - | - |
| Missing | 3 (1) | 0 (0) | 1.0 | - | - | - |
Data are N (%) or median (IQR)
Abbreviations: CI, confidence interval; kg, kilogram; cm, centimetre; MUAC, mid-upper arm circumference; PROM, prolonged rupture of membranes; °C, degree Celsius.
aUnivariable logistic model for all cases vs. controls
bMultivariable logistic model for all cases vs. controls, including variables with P&0.1
cDanger signs at triage suggesting need for emergency care (include airway not patent, respiratory rate >30 or <10 breaths/minute, systolic blood pressure >160 or <90 mmHg, diastolic blood pressure >90 mmHg, heart rate <40 or >120 beats/minute, unconscious or alert only to pain, other obstetric emergencies (including imminent delivery) requiring immediate intervention)
dUrinalysis results at admission
Neonatal birth characteristics.
| Characteristic | Cases (n=603) | Controls
| Univariable
| P value
| Multivariable
| P value
|
|---|---|---|---|---|---|---|
| Weight, kg | 2.7 (1.9-3.2) | 3 (2.7-3.3) | 0.4 (0.3 to 0.5) | <0.001 | 1.2 (0.7 to 2.0) | 0.454 |
| Length, cm | 47.5 (43.0-49.5) | 48.5 (47.0-50.0) | 0.9 (0.8 to 0.9) | <0.001 | 1.0 (0.9 to 1.1) | 0.814 |
| MUAC, cm | 10.0 (8.2-10.7) | 10.5 (9.8-11.2) | 0.6 (0.5 to 0.7) | <0.001 | 0.8 (0.6 to 0.9) | 0.010 |
| Head circumference, cm | 33.3 (31.0-34.9) | 34.0 (33.0-35.0) | 0.8 (0.8 to 0.9) | <0.001 | 0.9 (0.8 to 0.9) | 0.036 |
| Sex | ||||||
| Male | 345 (57) | 151 (50) | 1.0 | - | 1.0 | - |
| Female | 258 (43) | 149 (50) | 0.8 (0.6 to 1.0) | 0.051 | 0.8 (0.6 to 1.1) | 0.177 |
| Gestation, weeks | ||||||
| ≥37 | 373 (62) | 247 (82) | 1.0 | - | 1.0 | - |
| ≥32 to <37 | 122 (20) | 44 (15) | 1.8 (1.3 to 2.7) | 0.002 | 1.2 (0.8 to 1.9) | 0.457 |
| <32 | 88 (15) | 6 (2.0) | 9.7 (4.2 to 23) | <0.001 | 2.9 (1.1 to 7.7) | 0.035 |
| Missing | 20 (3.3) | 3 (1.0) | 4.4 (1.3 to 15) | 0.017 | 3.0 (0.8 to 11) | 0.096 |
| Mode of delivery | ||||||
| Vaginal | 441 (73) | 205 (68) | 1.0 | - | - | - |
| Caesarean section | 162 (27) | 91 (30) | 0.8 (0.6 to 1.1) | 0.225 | - | - |
| Missing | 0 (0.0) | 4 (1.3) | 1.0 | - | - | - |
| Resuscitated at birth
| ||||||
| No | 415 (69) | 287 (96) | 1.0 | - | 1.0 | - |
| Yes | 186 (31) | 11 (4.0) | 11.7 (6.2 to 22) | <0.001 | 3.7 (1.8 to 7.3) | <0.001 |
| Missing | 2 (0.3) | 2 (0.7) | 0.7 (0.1 to 4.9) | 0.713 | 1.0 | - |
| APGAR Score at 5 minutes | ||||||
| ≥9 | 352 (58) | 290 (97) | 1.0 | - | 1.0 | - |
| <9 | 229 (38) | 6 (2.0) | 31.4 (14 to 72) | <0.001 | 15 (6.2 to 35) | <0.001 |
| Missing | 22 (3.7) | 4 (1.3) | 4.5 (1.5 to 13) | 0.006 | 8.8 (1.1 to 70) | 0.039 |
Data are N (%) or median (IQR)
Abbreviations: CI, confidence interval; kg, kilogram; cm, centimetre; MUAC, mid-upper arm circumference; APGAR, appearance, pulse, grimace, activity, and respiration.
aUnivariable logistic model for all cases vs. controls
bMultivariable logistic model for all cases vs. controls, including variables with P<0.1
cResuscitation using bag mask ventilation with oxygen and/or cardiopulmonary resuscitation
TaqMan results.
| Controls
| Cases
| Cases
| Cases
| Cases vs
| Cases (died) vs.
| Attributable
| |
|---|---|---|---|---|---|---|---|
|
| |||||||
|
| 1 (0.3) | 3 (0.5) | 3 (0.6) | 0 (0) | 1.5 (0.2 to 14) | 1.0 (0.3 to 3.6) | 0 |
|
| 4 (1.3) | 34 (5.6) | 27 (5.4) | 7 (6.9) | 4.4 (1.6 to 13) | 2.6 (1.6 to 4.4) | 3.5 (1.7 to 5.3) |
|
| 0 (0) | 4 (0.7) | 3 (0.6) | 1 (1.0) | - | 4.0 (1.1 to 15) | 0.5 (0.0 to 1.0) |
|
| 0 (0) | 1 (0.2) | 0 (0) | 1 (1.0) | - | - | 0.2 (0.0 to 0.5) |
|
| 39 (13) | 58 (9.6) | 47 (9.4) | 11 (11) | 0.7 (0.5 to 1.1) | 0.8 (0.5 to 1.2) | 0 |
|
| 1 (0.3) | 9 (1.5) | 7 (1.4) | 2 (2.0) | 4.5 (0.6 to 36) | 2.7 (1.0 to 7.3) | 0.9 (0.0 to 1.8) |
|
| 0 (0) | 0 (0) | 0 (0) | 0 (0) | - | - | 0 |
|
| 0 (0) | 0 0) | 0 (0) | 0 (0) | - | - | 0 |
|
| 0 (0) | 3 (0.5) | 2 (0.4) | 1 (1.0) | - | 5.2 (1.0 to 28) | 0.4 (0.0 to 0.9) |
|
| 21 (7.0) | 32 (5.3) | 24 (4.8) | 8 (7.9) | 0.7 (0.4 to 1.3) | 0.9 (0.5 to 1.6) | 0 |
|
| 0 (0) | 7 (1.2) | 5 (1.0) | 2 (2.0) | - | 4.5 (1.6 to 13) | 0.9 (0.2 to 1.6) |
|
| 1 (0.3) | 1 (0.2) | 1 (0.2) | 0 (0) | 0.5 (0.0 to 8.0) | 0.4 (0.0 to 4.9) | 0 |
|
| 1 (0.3) | 3 (0.5) | 3 (0.6) | 0 (0) | 1.5 (0.2 to 14) | 1.0 (0.3 to 3.6) | 0 |
|
| 9 (3.0) | 20 (3.3) | 20 (4.0) | 0 (0) | 1.1 (0.5 to 2.5) | 0.8 (0.5 to 1.4) | 0 |
|
| 1 (0.3) | 3 (0.5) | 2 (0.4) | 1 (1.0) | 1.5 (0.2 to 14) | 2.0 (0.2 to 20) | 0.2 (0.0 to 1.0) |
|
| 2 (0.7) | 16 (2.7) | 12 (2.4) | 4 (4.0) | 4.1 (0.9 to 18) | 2.9 (1.3 to 6.4) | 1.7 (0.5 to 3.0) |
| Any bacteria | 72 (24) | 156 (26) | 123 (25) | 33 (33) | 1.1 (0.8 to 1.5) | 1.2 (0.9 to 1.6) | 4.5 (0.0 to 11) |
| Any bacteria excluding
| 20 (6.7) | 89 (15) | 70 (14) | 19 (19) | 2.4 (1.5 to 4.0) | 2.1 (1.5 to 3.1) | 7.9 (4.3 to 11) |
|
| |||||||
| Cytomegalovirus | 8 (2.7) | 19 (3.2) | 15 (3.0) | 4 (4.0) | 1.2 (0.5 to 2.7) | 1.3 (0.6 to 2.7) | 0.6 (0.0 to 2.7) |
| Enterovirus | 0 (0) | 6 (1.0) | 3 (0.6) | 3 (3.0) | - | 9.1 (2.3 to 37) | 0.9 (0.2 to 1.6) |
| Herpes Simplex Virus 1 | 1 (0.3) | 1 (0.2) | 1 (0.2) | 0 (0) | 0.5 (0.0 to 8.0) | 0.4 (0.0 to 4.9) | 0 |
| Herpes Simplex Virus 2 | 1 (0.3) | 1 (0.2) | 1 (0.2) | 0 (0) | 0.5 (0.0 to 8.0) | 0.4 (0.0 to 4.9) | 0 |
| Any viruses | 10 3.3) | 27 (4.5) | 20 (4.0) | 7 (6.9) | 1.4 (0.6 to 2.8) | 1.6 (0.8 to 3.2) | 1.6 (0.0 to 3.9) |
|
| |||||||
|
| 0 (0) | 7 (1.2) | 6 (1.2) | 1 (1.0) | - | 2.9 (1.4 to 6.2) | 0.8 (0.1 to 1.4) |
|
| 79 (26) | 179 (30) | 141 (28) | 38 (38) | 1.2 (0.9 to 1.6) | 1.3 (1.0 to 1.7) | 6.6 (0.0 to 14) |
|
| 30 (10) | 115 (19) | 91 (18) | 24 (24) | 2.1 (1.4 to 3.3) | 2.0 (1.4 to 2.8) | 9.4 (5.1 to 13) |
aOrdinary logistic regression
bOrdinal logistic regression
cAttributable fraction is calculated from cumulative odds ratio
Figure 3. Patterns of detection of Taqmann PCR Targets.
Organisms included in the TAC were detected in 4 distinct groups: Group 1 (Herpes Simplex Virus 1, Herpes Simplex Virus 2, Staphylococcus aureus, Salmonella enterica, Streptococcus pneumoniae, and Acinetobacter baumanii); Group 2 ( Hemophilus influenzae, Neisseria meningitidis, Enterococcus faecalis, Enterovirus, Plasmodium spp., and Streptococcus agalactiae); Group 3 (Cytomegalovirus, Streptococcus pyogenes, Pseudomonas aeruginosa, and Klebsiella oxytoca); and Group 4 ( Klebsiella pneumoniae, Ureaplasma spp. and Escherichia coli/Shigella spp.). Weighting of cases (represented as cases/2) was done to allow for improved accuracy in assessing the distribution of organisms tested, comparing cases to controls, since cases (n=603) were ~twice more than controls (n=300). Weighting was done by calculating the number of eligible cases/controls divided by the number of enrolled cases/controls i.e. the inverse of the sampling fraction for cases/controls.
Admission blood culture results among cases and corresponding TAC PCR results.
| Cases (n=603) | ||
|---|---|---|
| Organisms | Blood culture | TAC cord blood |
| Presumed significant organisms | ||
|
| 2 | 0 |
|
| 1 | 0 |
|
| 1 | 0 |
|
| 5 | 1 (
|
|
| 1 | 1 (CMV) |
|
| 1 | 1 (
|
| Total | 11 | 3 |
Columns show number of neonates with either positive culture or TAC (TAC organisms are indicated within the brackets).
Abbreviations: CMV, cytomegalovirus.
*These organisms were not included on the TAC.