| Literature DB >> 31218294 |
Kodanda Ram1, Kadali VaraPrasad1, Murali K Krishna1, Nithya Kannan2,3, Venkataraman Sundar4, Mathew Joseph5, Virendar D Sinha6, Dhaval Shukla7, Gopalakrishnan Gururaj8, Raj K Narayan9, Jogi V Pattisapu10, Monica S Vavilala2,3.
Abstract
OBJECTIVE: Strategies to improve traumatic brain injury (TBI) outcomes in India are ill defined. The objective of this study was to examine baseline prehospital (PH) factors associated with outcomes from the Andhra Pradesh Traumatic Brain Injury Project.Entities:
Keywords: AR%, Adjusted attributable risk percent; CI, Confidence interval; CT, Computed tomography; ED, Emergency department; GCS, Glasgow Coma Scale; ICU, Intensive care unit; IQR, Interquartile range; KGH, King George Hospital; LOS, Length of stay; OR, Operating room; Outcomes; PH, Prehospital; Risk factors; TBI, Traumatic brain injury; Trauma; Trauma system; Traumatic brain injury; Triage; aRR, Adjusted relative risk
Year: 2019 PMID: 31218294 PMCID: PMC6580889 DOI: 10.1016/j.wnsx.2019.100020
Source DB: PubMed Journal: World Neurosurg X ISSN: 2590-1397
Figure 1Google Maps showing radial distance traveled by 442 of 447 adult patients with traumatic brain injury from injury site to trauma center (King George Hospital, Visakhapatnam, India denoted by X). Legend shows distance by transfer status.
Organizational Characteristics of Peripheral Network Centers
| Organizational Characteristics | Hospital II A | Hospital II B | Hospital III A | Hospital III B | Hospital III C | Hospital III D | Hospital III E | Hospital III F |
|---|---|---|---|---|---|---|---|---|
| Number of beds | 750 | 1050 | 100 | 200 | 350 | 184 | 100 | 100 |
| Approximate outpatient visits per day | 1200 | 1500 | 800 | 900 | 900 | 400 | 500 | 400 |
| CT scanners | 1 | 1 | 1 | 1 | 1 | No | No | 1 |
| Operating rooms | 4 | 14 | 2 | 2 | 2 | 2 | 2 | 1 |
| Emergency department | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| ICU | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| ICU beds | 16 | 20 | 6 | 5 | 5 | 14 | 4 | 10 |
| 24-Hour in-house physician coverage | Yes | Yes | No | Yes | Yes | No | Yes | Yes |
| Neurosurgical staff | Yes | Yes | No | No | Yes | No | No | No |
| Other physicians/residents | Yes | Yes | No | No | Yes | Yes | Yes | Yes |
| Nurses/staff members | 200 | 147 | 36 | 48 | 60 | 27 | 23 | 32 |
| Number of physicians | 8 | 70 | 1 | 2 | 2 | 10 | 1 | 1 |
CT, computed tomography; ICU, intensive care unit.
Bivariate Analyses of Demographics, Injury, Transport/Transfer, and Prehospital Characteristics of 447 Adult Patients with Traumatic Brain Injury Admitted to the Tertiary Trauma Center by Discharge Outcomes (dead vs. alive, unfavorable vs. favorable)
| Characteristic | Total (N = 447) | Alive (n = 334; 74.7%) | Dead (n = 113; 25.3%) | Favorable (n = 296; 66.2%) | Unfavorable (n = 151; 33.8%) |
|---|---|---|---|---|---|
| Demographics | |||||
| Age (years) | |||||
| 18–44 | 257 (57.5) | 200 (59.9) | 57 (50.4) | 179 (60.5) | 78 (51.7) |
| 45–64 | 144 (32.2) | 105 (31.4) | 39 (34.5) | 92 (31.1) | 52 (34.4) |
| ≥65 | 46 (10.3) | 29 (8.7) | 17 (15.0) | 25 (8.5) | 21 (13.9) |
| Sex | |||||
| Male | 363 (81.2) | 272 (81.4) | 91 (80.5) | 242 (81.8) | 121 (80.1) |
| Education level | |||||
| <Primary | 116 (26.0) | 83 (24.9) | 33 (29.2) | 76 (25.7) | 40 (26.5) |
| Primary | 153 (34.2) | 116 (34.7) | 37 (32.7) | 101 (34.1) | 52 (34.4) |
| Secondary | 110 (24.6) | 85 (25.5) | 25 (22.1) | 75 (25.3) | 35 (23.2) |
| College/higher | 68 (15.2) | 50 (14.9) | 18 (15.9) | 44 (14.9) | 24 (15.9) |
| Injury characteristics | |||||
| Mode of injury | |||||
| Road traffic accident | 215 (48.1) | 148 (44.3) | 67 (59.3) | 128 (43.2) | 87 (57.6) |
| Fall | 208 (46.5) | 167 (50.0) | 41 (36.3) | 152 (51.4) | 56 (37.1) |
| Assault | 11 (2.5) | 6 (1.8) | 5 (4.4) | 6 (2.0) | 5 (3.3) |
| Other | 13 (2.9) | 13 (3.9) | 0 (0.0) | 10 (3.4) | 3 (2.0) |
| Transport/transfer characteristics | |||||
| Distance from injury site to trauma center (km) (n = 442 | 50.0 (18.0–102.0) | 50.0 (18.0–104.0) | 50.0 (17.0–93.0) | 50.0 (18.0–104.0) | 52.0 (18.0–90.0) |
| Admission status | |||||
| Direct admits | 340 (76.1) | 252 (75.5) | 88 (77.9) | 220 (74.3) | 120 (79.5) |
| Transfers | 107 (23.9) | 82 (24.5) | 25 (22.1) | 76 (25.7) | 31 (20.5) |
| Mode of transport | |||||
| Self | 243 (54.3) | 181 (54.2) | 62 (54.9) | 157 (53.0) | 86 (57.0) |
| Private ambulance | 116 (26.0) | 86 (25.7) | 30 (26.5) | 80 (27.0) | 36 (23.8) |
| 108 ambulance | 88 (19.7) | 67 (20.1) | 21 (18.6) | 59 (19.9) | 29 (19.2) |
| Prehospital characteristics | |||||
| Cervical spine immobilized | 31 (6.9) | 24 (7.2) | 7 (6.2) | 21 (7.1) | 10 (6.6) |
| Airway placed | 49 (11.0) | 13 (3.9) | 36 (31.9) | 12 (4.1) | 37 (24.5) |
| Bleeding | 271 (60.6) | 179 (53.6) | 92 (81.4) | 156 (52.7) | 115 (76.2) |
Values are number of patients (%) or as otherwise indicated.
Favorable, minor impairment or baseline functioning status; Unfavorable, dead or vegetative state or major impairment; IQR, interquartile range.
Distance from injury site to trauma center (km) was out of 442 patients (335 direct admits and 107 transfers) because injury address was missing in 5 patients (1.1%).
Of 447 patients, 49 (11%) underwent tracheal intubation prior to King George Hospital admission.
Bleeding includes scalp and facial bleeds.
Bivariate Analyses of Emergency Department and Outcome Characteristics of 447 Adult Patients with Traumatic Brain Injury Admitted to the Tertiary Trauma Center by Discharge Outcomes (dead vs. alive, unfavorable vs. favorable)
| Characteristic | Total (N = 447) | Alive (n = 334; 74.7%) | Dead (n = 113; 25.3%) | Favorable (n = 296; 66.2%) | Unfavorable (n = 151; 33.8%) |
|---|---|---|---|---|---|
| ED admission characteristics | |||||
| Caregiver present in ED | 400 (89.5) | 298 (89.2) | 102 (90.3) | 263 (88.9) | 137 (90.7) |
| Heart rate | 79.5 ± 10.6 | 78.6 ± 9.2 | 82.2 ± 13.7 | 78.9 ± 9.3 | 80.6 ± 12.7 |
| Blood pressure systolic | 122.0 ± 23.9 | 121.4 ± 21.7 | 123.9 ± 29.5 | 121.8 ± 22.1 | 122.5 ± 27.1 |
| Blood pressure diastolic | 79.7 ± 13.2 | 79.6 ± 11.8 | 80.0 ± 16.7 | 79.7 ± 11.9 | 79.8 ± 15.4 |
| Respiratory rate | 21.3 ± 7.0 | 20.8 ± 4.7 | 22.7 ± 11.1 | 20.8 ± 4.8 | 22.1 ± 9.8 |
| Oxygen saturation | 95.5 ± 4.9 | 95.9 ± 3.2 | 94.4 ± 7.9 | 96.0 ± 3.2 | 94.6 ± 7.0 |
| Admission GCS total score | |||||
| 3 | 41 (9.2) | 8 (2.4) | 33 (29.2) | 8 (2.7) | 33 (21.86) |
| 4 | 28 (6.3) | 7 (2.1) | 21 (18.6) | 6 (2.0) | 22 (14.6) |
| 5 | 9 (2.0) | 5 (1.5) | 4 (3.5) | 5 (1.7) | 4 (2.7) |
| 6 | 16 (3.6) | 5 (1.5) | 11 (9.7) | 5 (1.7) | 11 (7.3) |
| 7 | 21 (4.7) | 10 (3.0) | 11 (9.7) | 8 (2.7) | 13 (8.6) |
| 8 | 30 (6.7) | 18 (5.4) | 12 (10.6) | 15 (5.1) | 15 (9.9) |
| 9 | 38 (8.5) | 31 (9.3) | 7 (6.2) | 28 (9.5) | 10 (6.6) |
| 10 | 30 (6.7) | 25 (7.5) | 5 (4.4) | 23 (7.8) | 7 (4.6) |
| 11 | 28 (6.3) | 28 (8.4) | 0 (0.0) | 24 (8.1) | 4 (2.7) |
| 12 | 38 (8.5) | 37 (11.1) | 1 (0.9) | 29 (9.8) | 9 (6.0) |
| 13 | 26 (5.8) | 24 (7.2) | 2 (1.8) | 21 (7.1) | 5 (3.3) |
| 14 | 17 (3.8) | 15 (4.5) | 2 (1.8) | 13 (4.4) | 4 (2.7) |
| 15 | 125 (28.0) | 121 (36.2) | 4 (3.5) | 111 (37.5) | 14 (9.3) |
| Admission GCS motor score | |||||
| 1 | 41 (9.2) | 9 (2.7) | 32 (28.3) | 9 (3.0) | 32 (21.2) |
| 2 | 31 (6.9) | 9 (2.7) | 22 (19.5) | 8 (2.7) | 23 (15.2) |
| 3 | 10 (2.2) | 6 (1.8) | 4 (3.5) | 6 (2.0) | 4 (2.7) |
| 4 | 70 (15.7) | 43 (12.9) | 27 (23.9) | 36 (12.2) | 34 (22.5) |
| 5 | 133 (29.8) | 114 (34.1) | 19 (16.8) | 100 (33.8) | 33 (21.9) |
| 6 | 162 (36.2) | 153 (45.8) | 9 (8.0) | 137 (46.3) | 25 (16.6) |
| Pupils on arrival | |||||
| Both reactive | 357 (79.9) | 300 (89.8) | 57 (50.4) | 267 (90.2) | 90 (59.6) |
| Only one reactive | 22 (4.9) | 10 (3.0) | 12 (10.6) | 9 (3.0) | 13 (8.6) |
| Both nonreactive | 58 (13.0) | 15 (4.5) | 43 (38.1) | 13 (4.4) | 45 (29.8) |
| Could not assess | 10 (2.2) | 9 (2.7) | 1 (0.9) | 7 (2.4) | 3 (2.0) |
| Polytrauma | 50 (11.2) | 35 (10.5) | 15 (13.3) | 31 (10.5) | 19 (12.6) |
| Head CT findings | |||||
| Epidural hematoma | 81 (18.1) | 71 (21.3) | 10 (8.9) | 56 (18.9) | 25 (16.6) |
| Subdural hematoma | 128 (28.6) | 98 (29.3) | 30 (26.6) | 86 (29.1) | 42 (27.8) |
| Subarachnoid hemorrhage | 111 (24.8) | 65 (19.5) | 46 (40.7) | 54 (18.2) | 57 (37.8) |
| Intraventricular hemorrhage | 9 (2.0) | 2 (0.6) | 7 (6.2) | 1 (0.3) | 8 (5.3) |
| Intracerebral hemorrhage/contusion | 197 (44.1) | 139 (41.6) | 58 (51.3) | 104 (35.1) | 93 (61.6) |
| Diffuse axonal injury | 51 (11.4) | 14 (4.2) | 37 (32.7) | 11 (3.7) | 40 (26.5) |
| Outcome characteristics | |||||
| ICU length of stay (days) (n = 328 | 3.7 ± 1.9 | 4.2 ± 1.1 | 2.9 ± 2.7 | 4.2 ± 1.1 | 3.1 ± 2.5 |
| Hospital length of stay (days) | 11.5 ± 6.6 | 14.3 ± 4.9 | 3.4 ± 4.0 | 14.3 ± 4.9 | 6.1 ± 6.4 |
| ED disposition | |||||
| To OR | 143 (32.0) | 142 (42.5) | 1 (0.9) | 118 (39.9) | 25 (16.6) |
| To ICU | 185 (41.4) | 73 (21.9) | 112 (99.1) | 68 (23.0) | 117 (77.5) |
| To ward | 119 (26.6) | 119 (35.6) | 0 (0.0) | 110 (37.2) | 9 (6.0) |
Values are mean ± SD or number of patients (%).
Favorable, minor impairment or baseline functioning status; Unfavorable, dead or vegetative state or major impairment; ED, emergency department; GCS, Glasgow Coma Scale; CT, computed tomography; ICU, intensive care unit; OR, operating room.
ICU length of stay (days) is calculated for 328 patients because only 328 patients stayed in the ICU.
Figure 2Radial distance (km) traveled from injury site to trauma center (King George Hospital) by 442 adult patients with traumatic brain injury (TBI) by transfer status and by TBI severity. Admission Glasgow Coma Scale (GCS) score: mild TBI = GCS score 13–15, moderate TBI = GCS score 9–12, and severe TBI = GCS score <9. Of 442 patients (98.9% of the total cohort of 447 patients with distance data), 168 (38%) had mild, 133 (30%) had moderate, and 141 (32%) had severe TBI. Of 335 direct admits, 118 (35%) had mild, 106 (32%) had moderate, and 111 (33%) had severe TBI. Of 107 transfers, 50 (47%) had mild, 27 (25%) had moderate, and 30 (28%) had severe TBI.
Multivariable Analyses of Factors Associated with Outcomes (in-hospital mortality and unfavorable outcomes) in 447 Adult Patients with Traumatic Brain Injury Admitted to the Tertiary Trauma Center
| Factors | In-Hospital Death (n = 113; 25.3%) | Unfavorable Outcomes (n = 151; 33.8%) |
|---|---|---|
| Mode of injury | ||
| Road traffic accident | Reference | - |
| Fall | 0.88 (0.66–1.16) | - |
| Assault | 2.19 (1.21–3.95) | - |
| Admission GCS motor score | ||
| 1 | Reference | Reference |
| 2 | 0.91 (0.67–1.24) | 0.92 (0.67–1.28) |
| 3 | 0.61 (0.27–1.38) | 0.54 (0.26–1.12) |
| 4 | 0.67 (0.47–0.96) | 0.74 (0.51–1.06) |
| 5 | 0.28 (0.17–0.47) | 0.40 (0.26–0.59) |
| 6 | 0.14 (0.07–0.30) | 0.35 (0.22–0.56) |
| Head CT findings | ||
| Subarachnoid hemorrhage present | 1.37 (1.05–1.78) | - |
| Diffuse axonal injury present | 2.00 (1.51–2.66) | 2.39 (1.80–3.18) |
| Intracerebral hemorrhage/contusion | - | 2.40 (1.86–3.10) |
| Intraventricular hemorrhage | - | 1.63 (1.13–2.33) |
| Prehospital | ||
| Bleeding | 1.56 (1.05–2.31) | 1.60 (1.18–2.17) |
Values are adjusted relative risk (95% confidence interval).
Unfavorable, dead or vegetative state or major impairment; GCS, Glasgow Coma Scale; CT, computed tomography.
Bleeding includes scalp and facial bleeds.
Multivariable analyses of Factors Associated with Outcomes (in-hospital mortality and unfavorable outcomes) in 145 Adult Patients with Severe Traumatic Brain Injury Admitted to the Tertiary Trauma Center
| Factors | In-Hospital Death (n = 92; 63.4%) | Unfavorable Outcomes (n = 98; 67.6%) |
|---|---|---|
| Pupils on arrival | ||
| Both reactive | Reference | Reference |
| Only one reactive | 1.24 (0.86–1.81) | 1.08 (0.73–1.59) |
| Both nonreactive | 1.33 (1.03–1.73) | 1.32 (1.05–1.67) |
| Could not assess | 0.36 (0.08–1.72) | 0.66 (0.27–1.62) |
| Head CT findings | ||
| Diffuse axonal injury | 1.36 (1.09–1.69) | 1.33 (1.04–1.70) |
| Intracerebral hemorrhage/contusion | - | 1.40 (1.11–1.77) |
| Prehospital | ||
| Respiratory distress | - | 1.23 (1.00–1.51) |
Values are adjusted relative risk (95% confidence interval).
Unfavorable, dead or vegetative state or major impairment; CT, computed tomography.