| Literature DB >> 34313743 |
Benjamine Sarton1,2, Pierre Jaquet3, Djida Belkacemi4, Etienne de Montmollin3, Fabrice Bonneville2,4, Charline Sazio5, Aurelien Frérou6, Marie Conrad7, Delphine Daubin8, Russell Chabanne9, Laurent Argaud10, Frédéric Dailler11, Noëlle Brulé12, Nicolas Lerolle13, Quentin Maestraggi14, Julien Marechal15, Pierre Bailly16, Keyvan Razazi17, Francois Mateos18, Bertrand Guidet19, Albrice Levrat20, Vincent Susset21, Alexandre Lautrette22, Jean-Paul Mira23, Ahmed El Kalioubie24, Alexandre Robert25, Alexandre Massri26, Jean François Albucher2,27, Jean Marc Olivot2,27, Jean Marie Conil28, Lila Boudma3, Jean-François Timsit3, Romain Sonneville3,29, Stein Silva1,2.
Abstract
Importance: Current guidelines recommend brain magnetic resonance imaging (MRI) for clinical management of patients with severe herpes simplex encephalitis (HSE). However, the prognostic value of brain imaging has not been demonstrated in this setting. Objective: To investigate the association between early brain MRI data and functional outcomes of patients with HSE at 90 days after intensive care unit (ICU) admission. Design, Setting, and Participants: This multicenter cohort study was conducted in 34 ICUs in France from 2007 to 2019 and recruited all patients who received a clinical diagnosis of encephalitis and exhibited cerebrospinal fluid positivity for herpes simplex virus DNA in the polymerase chain reaction analysis. Data analysis was performed from January to April 2020. Exposures: All patients underwent a standard brain MRI during the first 30 days after ICU admission. Main Outcomes and Measures: MRI acquisitions were analyzed by radiologists blinded to patients' outcomes, using a predefined score. Multivariable logistic regression and supervised hierarchical classifiers methods were used to identify factors associated with poor outcome at 90 days, defined by a score of 3 to 6 (indicating moderate-to-severe disability or death) on the Modified Rankin Scale.Entities:
Mesh:
Year: 2021 PMID: 34313743 PMCID: PMC8317014 DOI: 10.1001/jamanetworkopen.2021.14328
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Patients’ Demographic and Clinical Characteristics at ICU Admission
| Characteristic | Patients, No./Total No. (%) | |||
|---|---|---|---|---|
| Total population (N = 138) | mRS score | |||
| 0-2 (n = 43) | 3-6 (n = 95) | |||
| Age, median (IQR), y | 62.6 (54.0 to 72.0) | 57.6 (42.0 to 68.0) | 64.6 (5.6 to 73.6) | .005 |
| Sex | ||||
| Male | 75/138 (54.3) | 27/43 (62.8) | 48/95 (50.5) | .20 |
| Female | 63/138 (45.7) | 16/43 (37.2) | 47/95 (49.5) | |
| Coexisting conditions | ||||
| Knaus class A or B | 133/138 (96.4) | 43/43 (100) | 90/95 (94.0) | .32 |
| Diabetes | 18/137 (13.1) | 6/43 (14) | 12/94 (12.8) | >.99 |
| Alcohol abuse | 20/137 (14.6) | 4/43 (9.3) | 16/94 (17.0) | .30 |
| Epilepsy | 1/138 (0.7) | 0/43 | 1/95 (1.1) | >.99 |
| Immunocompromised | 21/137 (15.3) | 4/43 (9.3) | 17/94 (18.0) | .22 |
| Autoimmune disease | 5/137 (3.6) | 0/43 | 5/95 (5.3) | .32 |
| Corticosteroids | 7/137 (5.1) | 2/43 (4.7) | 5/94 (5.3) | >.99 |
| Hematological malignant entity | 7/137 (5.1) | 1/43 (2.3) | 6/94 (6.4) | .43 |
| Nonsteroidal anti-inflammatory drugs | 10/137 (7.3) | 3/43 (7.0) | 7/94 (7.4) | >.99 |
| Reason for ICU admission | ||||
| Altered mental status | 63/138 (45.7) | 18/43 (41.9) | 45/95 (47.4) | .07 |
| Seizure | 54/138 (39.1) | 22/43 (51.2) | 32/95 (33.7) | |
| Other | 21/138 (15.2) | 3/43 (7.0) | 18/95 (18.9) | |
| Clinical characteristics at admission | ||||
| Glasgow Coma Scale score, median (IQR) | 9 (6 to 12) | 10 (7 to 13) | 9 (6 to 12) | .13 |
| Glasgow Coma Scale score <8 (coma) | 46/131 (35.1) | 11/41 (26.8) | 35/90 (38.9) | .24 |
| Simplified Acute Physiology Score II | 40/138 (29 to 55) | 32 (23 to 47) | 42 (32 to 58) | .001 |
| Temperature, median (IQR), °C | 38.7 (38.1 to 39.2) | 38.4 (38.0 to 39.0) | 38.8 (38.2 to 39.2) | .10 |
| Fever (temperature ≥38.3 °C) | 87/129 (67.4) | 22/39 (56.4) | 65/90 (72.2) | .10 |
| Delay ICU admission-initiation of acyclovir, median (IQR), d | 0 (−1 to 0) | 0 (−2 to 0) | 0 (−1 to 0) | .63 |
| ICU stay | ||||
| Seizures | 97/138 (70.3) | 31/43 (71.1) | 66/95 (69.4) | .84 |
| Status epilepticus | 63/138 (45.6) | 18/43 (41.8) | 45/95 (47.3) | .59 |
| Focal signs | 38/138 (27.5) | 5/43 (11.6) | 33/95 (34.7) | .006 |
| Aspiration pneumonia | 46/138 (33.3) | 9/43 (20.9) | 37/95 (38.9) | .04 |
| Invasive mechanical ventilation | 95/137 (69.3) | 22/43 (51.2) | 73/94 (77.7) | .002 |
| ICU admission | ||||
| Home | 7/136 (5.1) | 3/43 (7.0) | 4/93 (4.3) | .046 |
| Emergency department | 70/136 (51.5) | 28/43 (65.1) | 42/93 (45.2) | |
| Internal medicine department | 59/138 (43.4) | 12/43 (27.9) | 47/93 (50.5) | |
| Cerebrospinal fluid analysis | ||||
| Herpes simplex virus 1 genotype | 118/121 (97.5) | 35/36 (97.2) | 83/85 (97.6) | >.99 |
| Leukocyte count, cells/μL | 47/138 (13 to 160) | 74 (13 to 243) | 39 (13 to 115) | .19 |
| Lymphocyte count, % | 68 (25 to 220) | 93 (39 to 224) | 65 (17 to 200) | .16 |
| Protein level, g/dL | 0.67 (0.49 to 0.96) | 0.68 (0.49 to 0.89) | 0.66 (0.49 to 0.95) | .82 |
| Abnormal electroencephalogram findings | 117/122 (95.9) | 33/37 (89.2) | 84/85 (98.8) | .03 |
| Brain imaging | ||||
| CT scan performed (at ICU admission) | 112/136 (82.4) | 36/43 (83.72) | 76/93 (81.7) | >.99 |
| Abnormal CT scan findings | 35/111 (31.5) | 12/36 (33.3) | 23/75 (30.7) | .89 |
| Delay admission MRI, median (IQR), d | ||||
| Hospital | 3 (1 to 8) | 2 (1 to 11) | 4 (1.5 to 7.5) | .37 |
| ICU | 1 (0 to 7) | 1 (0 to 8) | 3 (0 to 7) | .57 |
| Abnormal MRI findings | 137/138 (99.3) | 42/43 (97.7) | 94/94 (100) | .31 |
Abbreviations: CT, computed tomography; ICU, intensive care unit; IQR, interquartile range; MRI, magnetic resonance imaging; mRS, Modified Rankin Scale.
SI conversion factors: To convert leukocyte count to cells ×109/L, multiply by 0.001; leukocyte count percentage to proportion of 0.1, multiply by 0.01; protein level to grams per liter, multiply by10.
Not all patients had data available for every variable.
Indicates statistical significance at P < .05.
A good functional status prior admission was defined by Knaus class of A or B on a scale of A to D (A denotes normal health status, B denotes moderate activity limitations, C denotes several activity limitation due to chronic disease, and D denotes being bedridden).
Figure 1. Illustrative Cases of Patients With Herpes Simplex Encephalitis
Patient 102 had bilateral but asymmetrical hyperintensities in the temporal lobes seen on fluid-attenuated inversion recovery (FLAIR) images and diffusion-weighted imaging (DWI) magnetic resonance imaging sequences. Patient 16 had right thalamic hypersignal on FLAIR and DWI sequences (arrowheads), ipsilateral to the insular lesion. Patient 79 had extensive brain lesions, showing bilateral temporal, frontal, and insular signal abnormalities. ADC indicates apparent diffusion coefficient; T1W, T1-weighted.
Figure 2. Distribution of Modified Rankin Scale (mRS) at Day 90 According to Magnetic Resonance Imaging Data
On the mRS, a score of 0 to 2 indicates a good outcome, a score of 3 to 5 indicates severe disabilities, and a score of 6 indicates death. DWI indicates diffusion-weighted imaging; FLAIR, fluid-attenuated inversion recovery.
Multivariable Analysis of Factors Associated With Poor Functional Outcome
| Factor | OR (95% CI) | |
|---|---|---|
| >3 Lobes involved on fluid-attenuated inversion recovery sequence | 25.71 (1.21-554.42) | .04 |
| Age >60 y | 7.62 (2.02-28.91) | .002 |
| Hypersignal in left thalamus | 6.90 (1.12-43.00) | .04 |
| Simplified Acute Physiology Score >34 | 3.91 (1.31-11.81) | .02 |
| Bilateral lesions on diffusion-weighted imaging sequence | 3.17 (0.64-17.65) | .19 |
| Direct emergency department admission | 0.30 (0.17-0.97) | .045 |
| Abnormalities in right thalamus on T2*-weighted sequences | 0.21 (0.41-1.02) | .05 |
Abbreviation: OR, odds ratio.
A logistic regression model was applied. Area under the curve was 0.87 (95% CI, 0.79-0.93). Goodness of fit (Hosmer and Lemeshow test) was 0.75. Overall, 81.4% of cases were correctly classified.
Indicates statistical significance at P < .05.
A direct admission was defined as straightforward ICU admission from the emergency department.
Figure 3. Machine Learning Model
Supervised hierarchical classifier was based on both CHAID (χ2 automatic interaction detection) and CART (classification and regression trees) methods. The model was built and validated using independent samples (80 samples for the learning set and 58 samples for the test set). Prediction power of the model for the overall population was 75.4%. DWI indicates diffusion-weighted imaging; mRS, Modified Rankin Scale.