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1.
Proc Natl Acad Sci U S A ; 120(21): e2218958120, 2023 05 23.
Article in English | MEDLINE | ID: mdl-37186863

ABSTRACT

Major depressive disorder (MDD) is widely hypothesized to result from disordered communication across brain-wide networks. Yet, prior resting-state-functional MRI (rs-fMRI) studies of MDD have studied zero-lag temporal synchrony (functional connectivity) in brain activity absent directional information. We utilize the recent discovery of stereotyped brain-wide directed signaling patterns in humans to investigate the relationship between directed rs-fMRI activity, MDD, and treatment response to FDA-approved neurostimulation paradigm termed Stanford neuromodulation therapy (SNT). We find that SNT over the left dorsolateral prefrontal cortex (DLPFC) induces directed signaling shifts in the left DLPFC and bilateral anterior cingulate cortex (ACC). Directional signaling shifts in the ACC, but not the DLPFC, predict improvement in depression symptoms, and moreover, pretreatment ACC signaling predicts both depression severity and the likelihood of SNT treatment response. Taken together, our findings suggest that ACC-based directed signaling patterns in rs-fMRI are a potential biomarker of MDD.


Subject(s)
Depressive Disorder, Major , Humans , Depressive Disorder, Major/diagnostic imaging , Depressive Disorder, Major/therapy , Depression , Magnetic Resonance Imaging , Brain/diagnostic imaging , Gyrus Cinguli/diagnostic imaging , Prefrontal Cortex/diagnostic imaging
2.
Can J Anaesth ; 70(7): 1244-1254, 2023 07.
Article in English | MEDLINE | ID: mdl-37268800

ABSTRACT

PURPOSE: Targeted blood pressure thresholds remain unclear in critically ill patients. Two prior systematic reviews have not shown differences in mortality with a high mean arterial pressure (MAP) threshold, but there have been new studies published since. Thus, we conducted an updated systematic review and meta-analysis of randomized controlled trials (RCTs) that compared the effect of a high-normal vs low-normal MAP on mortality, favourable neurologic outcome, need for renal replacement therapy, and adverse vasopressor-induced events in critically ill patients. SOURCE: We searched six databases from inception until 1 October 2022 for RCTs of critically ill patients targeted to either a high-normal vs a low-normal MAP threshold for at least 24 hr. We assessed study quality using the revised Cochrane risk-of-bias 2 tool and the risk ratio (RR) was used as the summary measure of association. We used the Grading of Recommendations Assessment, Development, and Evaluation framework to assess the certainty of evidence. PRINCIPAL FINDINGS: We included eight RCTs with 4,561 patients. Four trials were conducted in patients following out-of-hospital cardiac arrest, two in patients with distributive shock requiring vasopressors, one in patients with septic shock, and one in patients with hepatorenal syndrome. The pooled RRs for mortality (eight RCTs; 4,439 patients) and favourable neurologic outcome (four RCTs; 1,065 patients) were 1.06 (95% confidence interval [CI], 0.99 to 1.14; moderate certainty) and 0.99 (95% CI, 0.90 to 1.08; moderate certainty), respectively. The RR for the need for renal replacement therapy (four RCTs; 4,071 patients) was 0.97 (95% CI, 0.87 to 1.08; moderate certainty). There was no statistical between-study heterogeneity across all outcomes. CONCLUSION: This updated systematic review and meta-analysis of RCTs found no differences in mortality, favourable neurologic outcome, or the need for renal replacement therapy between critically ill patients assigned to a high-normal vs low-normal MAP target. STUDY REGISTRATION: PROSPERO (CRD42022307601); registered 28 February 2022.


RéSUMé: OBJECTIF: Les seuils de pression artérielle ciblés demeurent incertains chez les patient·es gravement malades. Deux revues systématiques antérieures n'ont pas montré de différences dans la mortalité avec un seuil élevé de pression artérielle moyenne (PAM), mais de nouvelles études ont été publiées depuis. Pour cette raison, nous avons réalisé une revue systématique mise à jour et une méta-analyse d'études randomisées contrôlées (ERC) comparant l'effet d'une PAM normale élevée vs normale faible sur la mortalité, les devenirs neurologiques favorables, la nécessité d'un traitement substitutif de l'insuffisance rénale et les événements indésirables induits par les vasopresseurs chez les patient·es gravement malades. SOURCES: Nous avons effectué des recherches dans six bases de données depuis leur création jusqu'au 1er octobre 2022 pour trouver des ERC portant sur des patient·es gravement malades chez lesquel·les un seuil de PAM normale élevée ou normale faible a été ciblé pendant au moins 24 heures. Nous avons évalué la qualité des études à l'aide de l'outil de risque de biais 2 révisé de Cochrane, et le risque relatif (RR) a été utilisé comme mesure sommaire de l'association. Nous avons utilisé le système de notation GRADE (Grading of Recommendations Assessment, Development, and Evaluation) pour évaluer la certitude des données probantes. CONSTATATIONS PRINCIPALES: Nous avons inclus huit ERC portant sur 4561 personnes traitées. Quatre études ont été menées chez des patient·es à la suite d'un arrêt cardiaque hors de l'hôpital, deux chez des patient·es présentant un choc distributif nécessitant des vasopresseurs, une chez des patient·es présentant un choc septique et une chez des patient·es atteint·es d'un syndrome hépato-rénal. Les RR combinés pour la mortalité (huit ERC; 4439 personnes) et les devenirs neurologiques favorables (quatre ERC; 1065 personnes) étaient respectivement de 1,06 (intervalle de confiance [IC] à 95 %, 0,99 à 1,14; certitude modérée) et de 0,99 (IC 95 %, 0,90 à 1,08; certitude modérée). Le RR pour le besoin de traitement substitutif de l'insuffisance rénale (quatre ERC; 4071 patient·es) était de 0,97 (IC 95 %, 0,87 à 1,08; certitude modérée). Il n'y avait pas d'hétérogénéité statistique entre les études pour tous les critères d'évaluation. CONCLUSION: Ces revue systématique et méta-analyse mises à jour des ERC n'ont révélé aucune différence dans la mortalité, les devenirs neurologiques favorables ou la nécessité d'un traitement substitutif de l'insuffisance rénale entre les patient·es gravement malades assigné·es à une cible de PAM normale élevée vs normale faible. ENREGISTREMENT DE L'éTUDE: PROSPERO (CRD42022307601); enregistrée le 28 février 2022.


Subject(s)
Arterial Pressure , Critical Illness , Humans , Randomized Controlled Trials as Topic , Bias
3.
Crit Care Med ; 49(6): e642-e650, 2021 06 01.
Article in English | MEDLINE | ID: mdl-33729721

ABSTRACT

OBJECTIVES: The objective of this systematic review was to evaluate the impact of intraarrest corticosteroids on neurologic outcomes and mortality in patients with cardiac arrest. DATA SOURCES: We conducted a systematic search using the Cochrane Central Register of Controlled Trials, EMBASE, and MEDLINE databases. STUDY SELECTION: We included all randomized controlled trials and comparative observational studies. We excluded single arm studies, case reports/series, narrative reviews, and studies irrelevant to the focus of this article. DATA EXTRACTION: Two reviewers independently assessed trial eligibility. Data were collected for the following outcomes: primary outcomes included good neurologic outcome, survival to hospital discharge, and survival at greater than or equal to 1 year. Secondary outcomes included incidence of return of spontaneous circulation, ICU and hospital length of stay, duration of vasopressor and inotropic treatment, and blood pressure during cardiopulmonary resuscitation and after return of spontaneous circulation. DATA SYNTHESIS: The pooled estimates from randomized controlled trials for the following subgroups were analyzed using random-effects models: 1) patients with in-hospital cardiac arrest who received vasopressin, steroids, and epinephrine; 2) patients with in-hospital cardiac arrest who used corticosteroids only (i.e., no vasopressin); and 3) patients with out-of-hospital cardiac arrest who used corticosteroids only. Results included an increase in good neurologic outcomes (relative risk, 2.84; 95% CI, 1.36-5.94) and survival to hospital discharge (relative risk, 2.58; 95% CI, 1.36-4.91) in in-hospital cardiac arrest patients receiving vasopressin, steroids, and epinephrine followed by corticosteroids for postresuscitation shock. This was further supported by an increase in return of spontaneous circulation (relative risk, 1.35; 95% CI, 1.12-1.64) and hemodynamics in this population. There was no benefit observed in in-hospital cardiac arrest or out-of-hospital cardiac arrest patients receiving corticosteroids alone. CONCLUSIONS: Our study found that there are limited high-quality data to analyze the association between corticosteroids and reducing mortality in cardiac arrest, but the available data do support future randomized controlled trials. We did find that corticosteroids given as part of a vasopressin, steroids, and epinephrine regimen in in-hospital cardiac arrest patients and for postresuscitation shock did improve neurologic outcomes, survival to hospital discharge, and surrogate outcomes that include return of spontaneous circulation and hemodynamics. We found no benefit in in-hospital cardiac arrest or out-of-hospital cardiac arrest patients receiving corticosteroids only; however, a difference cannot be ruled out due to imprecision and lack of available data.


Subject(s)
Adrenal Cortex Hormones/administration & dosage , Cardiopulmonary Resuscitation/methods , Heart Arrest/mortality , Nervous System Diseases/prevention & control , Blood Pressure , Heart Arrest/complications , Heart Arrest/therapy , Humans , Intensive Care Units/statistics & numerical data , Length of Stay , Nervous System Diseases/etiology , Observational Studies as Topic , Randomized Controlled Trials as Topic , Vasoconstrictor Agents/administration & dosage
4.
Cereb Cortex ; 30(3): 1716-1734, 2020 03 14.
Article in English | MEDLINE | ID: mdl-31504262

ABSTRACT

Spontaneous infra-slow (<0.1 Hz) fluctuations in functional magnetic resonance imaging (fMRI) signals are temporally correlated within large-scale functional brain networks, motivating their use for mapping systems-level brain organization. However, recent electrophysiological and hemodynamic evidence suggest state-dependent propagation of infra-slow fluctuations, implying a functional role for ongoing infra-slow activity. Crucially, the study of infra-slow temporal lag structure has thus far been limited to large groups, as analyzing propagation delays requires extensive data averaging to overcome sampling variability. Here, we use resting-state fMRI data from 11 extensively-sampled individuals to characterize lag structure at the individual level. In addition to stable individual-specific features, we find spatiotemporal topographies in each subject similar to the group average. Notably, we find a set of early regions that are common to all individuals, are preferentially positioned proximal to multiple functional networks, and overlap with brain regions known to respond to diverse behavioral tasks-altogether consistent with a hypothesized ability to broadly influence cortical excitability. Our findings suggest that, like correlation structure, temporal lag structure is a fundamental organizational property of resting-state infra-slow activity.


Subject(s)
Brain/physiology , Hemodynamics/physiology , Nerve Net/physiology , Rest/physiology , Brain Mapping/methods , Electroencephalography/methods , Humans , Magnetic Resonance Imaging/methods , Nervous System Physiological Phenomena
5.
Cereb Cortex ; 30(5): 3352-3369, 2020 05 14.
Article in English | MEDLINE | ID: mdl-32043145

ABSTRACT

Electrophysiological recordings have established that GABAergic interneurons regulate excitability, plasticity, and computational function within local neural circuits. Importantly, GABAergic inhibition is focally disrupted around sites of brain injury. However, it remains unclear whether focal imbalances in inhibition/excitation lead to widespread changes in brain activity. Here, we test the hypothesis that focal perturbations in excitability disrupt large-scale brain network dynamics. We used viral chemogenetics in mice to reversibly manipulate parvalbumin interneuron (PV-IN) activity levels in whisker barrel somatosensory cortex. We then assessed how this imbalance affects cortical network activity in awake mice using wide-field optical neuroimaging of pyramidal neuron GCaMP dynamics as well as local field potential recordings. We report 1) that local changes in excitability can cause remote, network-wide effects, 2) that these effects propagate differentially through intra- and interhemispheric connections, and 3) that chemogenetic constructs can induce plasticity in cortical excitability and functional connectivity. These findings may help to explain how focal activity changes following injury lead to widespread network dysfunction.


Subject(s)
Cortical Excitability/physiology , Interneurons/physiology , Neural Pathways/physiopathology , Pyramidal Cells/physiology , Somatosensory Cortex/physiopathology , Animals , Electrocorticography , Interneurons/metabolism , Mice , Neural Inhibition/physiology , Neural Pathways/diagnostic imaging , Neural Pathways/metabolism , Neuronal Plasticity/physiology , Optical Imaging , Parvalbumins , Pyramidal Cells/metabolism , Signal Processing, Computer-Assisted , Somatosensory Cortex/diagnostic imaging , Somatosensory Cortex/metabolism , Vibrissae/innervation
6.
Neuroimage ; 223: 117321, 2020 12.
Article in English | MEDLINE | ID: mdl-32882378

ABSTRACT

Patterns of low frequency brain-wide activity have drawn attention across multiple disciplines in neuroscience. Brain-wide activity patterns are often described through correlations, which capture concurrent increases and decreases in neural activity. More recently, several groups have described reproducible temporal sequences across the brain, illustrating precise long-distance control over the timing of low frequency activity. Features of correlation and temporal organization both point to a systems-level structure of brain activity consisting of large-scale networks and their mutual interactions. Yet a unified view for understanding large networks and their interactions remains elusive. Here, we propose a framework for computing probabilistic flow in brain-wide activity. We demonstrate how flow probabilities are modulated across rest and task states and show that the probabilistic perspective captures both intra- and inter-network dynamics. Finally, we suggest that a probabilistic framework may prove fruitful in characterizing low frequency brain-wide activity in health and disease.


Subject(s)
Brain Mapping/methods , Brain/physiology , Magnetic Resonance Imaging , Adult , Female , Humans , Image Processing, Computer-Assisted/methods , Male , Models, Statistical , Neural Pathways/physiology , Signal Processing, Computer-Assisted , Young Adult
7.
Neuroimage ; 215: 116810, 2020 07 15.
Article in English | MEDLINE | ID: mdl-32276058

ABSTRACT

Spontaneous infra-slow brain activity (ISA) exhibits a high degree of temporal synchrony, or correlation, between distant brain regions. The spatial organization of ISA synchrony is not explained by anatomical connections alone, suggesting that active neural processes coordinate spontaneous activity. Inhibitory interneurons (IINs) form electrically coupled connections via the gap junction protein connexin 36 (Cx36) and networks of interconnected IINs are known to influence neural synchrony over short distances. However, the role of electrically coupled IIN networks in regulating spontaneous correlation over the entire brain is unknown. In this study, we performed OIS imaging on Cx36-/- mice to examine the role of this gap junction in ISA correlation across the entire cortex. We show that Cx36 deletion increased long-distance intra-hemispheric anti-correlation and inter-hemispheric correlation in spontaneous ISA. This suggests that electrically coupled IIN networks modulate ISA synchrony over long cortical distances.


Subject(s)
Cerebral Cortex/metabolism , Connexins/deficiency , Interneurons/metabolism , Nerve Net/metabolism , Neural Inhibition/physiology , Animals , Cerebral Cortex/cytology , Connexins/genetics , Female , Male , Mice , Mice, Inbred C57BL , Mice, Transgenic , Nerve Net/cytology , Random Allocation , Gap Junction delta-2 Protein
8.
CMAJ ; 192(26): E694-E701, 2020 06 29.
Article in English | MEDLINE | ID: mdl-32461326

ABSTRACT

BACKGROUND: Pandemic severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is associated with high intensive care unit (ICU) mortality. We aimed to describe the clinical characteristics and outcomes of critically ill patients with coronavirus disease 2019 (COVID-19) in a Canadian setting. METHODS: We conducted a retrospective case series of critically ill patients with laboratory-confirmed SARS-CoV-2 infection consecutively admitted to 1 of 6 ICUs in Metro Vancouver, British Columbia, Canada, between Feb. 21 and Apr. 14, 2020. Demographic, management and outcome data were collected by review of patient charts and electronic medical records. RESULTS: Between Feb. 21 and Apr. 14, 2020, 117 patients were admitted to the ICU with a confirmed diagnosis of COVID-19. The median age was 69 (interquartile range [IQR] 60-75) years, and 38 (32.5%) were female. At least 1 comorbidity was present in 86 (73.5%) patients. Invasive mechanical ventilation was required in 74 (63.2%) patients. The duration of mechanical ventilation was 13.5 (IQR 8-22) days overall and 11 (IQR 6-16) days for patients successfully discharged from the ICU. Tocilizumab was administered to 4 patients and hydroxychloroquine to 1 patient. As of May 5, 2020, a total of 18 (15.4%) patients had died, 12 (10.3%) remained in the ICU, 16 (13.7%) were discharged from the ICU but remained in hospital, and 71 (60.7%) were discharged home. INTERPRETATION: In our setting, mortality in critically ill patients with COVID-19 admitted to the ICU was lower than in previously published studies. These data suggest that the prognosis associated with critical illness due to COVID-19 may not be as poor as previously reported.


Subject(s)
Coronavirus Infections/therapy , Critical Care , Pneumonia, Viral/therapy , Aged , Betacoronavirus , British Columbia/epidemiology , COVID-19 , Coronavirus Infections/mortality , Female , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Pandemics , Pneumonia, Viral/mortality , Retrospective Studies , SARS-CoV-2 , Treatment Outcome
9.
Can J Anaesth ; 67(11): 1507-1514, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32748188

ABSTRACT

PURPOSE: High acuity units (HAU) are hospital units that provide patients with more acute care and closer monitoring than a general hospital ward but are not as resource intensive as an intensive care unit (ICU). Nevertheless, the impact of opening a HAU on ICU patient outcomes remains poorly defined. We investigated how the creation of a HAU impacted patient outcomes in the ICU. METHODS: This historical cohort study compared ICU patient in-hospital mortality, ICU length of stay (LOS), and hospital LOS before and after the creation of a HAU in a tertiary-care hospital with a medical/surgical ICU between 1 January 2013 and 31 December 2017. RESULTS: Data from 4,380 patients (984 in the pre-HAU group and 3,396 in the post-HAU group) were analyzed. In this cohort of ICU patients, 360 (37%) died in the pre-HAU group before the creation of a HAU, and 1,074 (32%) died in the post-HAU group after the creation of a HAU. The creation of a HAU was associated with lower relative risk of in-hospital mortality (adjusted risk ratio, 0.80; 95% confidence interval [CI], 0.72 to 0.89; P < 0.001). The creation of a HAU was also associated with reduced ICU and hospital LOS with a 12% increase in the rate of ICU discharge (adjusted sub-distribution hazard ratio [SHR], 1.12; 95% CI, 1.02 to 1.23; P = 0.02) and a 26% increase in the rate of hospital discharge (adjusted SHR, 1.26; 95% CI, 1.14 to 1.39; P < 0.001), when accounting for the competing risk of death. CONCLUSIONS: These data support the hypothesis that the creation of a HAU may be associated with reduced in-hospital mortality, ICU LOS, and hospital LOS for ICU patients.


RéSUMé: OBJECTIF: Les unités de soins intermédiaires sont des départements hospitaliers qui prodiguent des soins plus aigus et un monitorage plus serré aux patients qu'une unité générale, mais qui ne nécessitent pas autant de ressources qu'une unité de soins intensifs (USI). L'impact de l'ouverture d'une unité de soins intermédiaires sur les devenirs des patients à l'USI n'a pourtant été que peu décrit. Nous avons exploré la façon dont la création d'une unité de soins intermédiaires a eu un impact sur les devenirs des patients à l'USI. MéTHODE: Cette étude de cohorte historique a comparé la mortalité hospitalière, la durée de séjour à l'USI et la durée de séjour hospitalier des patients à l'USI avant et après la création d'une unité de soins intermédiaires dans un hôpital de soins tertiaires disposant d'une USI médicale/chirurgicale entre le 1er janvier 2013 et le 31 décembre 2017. RéSULTATS: Les données de 4380 patients (984 dans le groupe pré unité de soins intermédiaires et 3396 dans le groupe post unité de soins intermédiaires) ont été analysées. Dans cette cohorte de patients de l'USI, 360 (37 %) sont décédés avant la création de l'unité de soins intermédiaires, et 1074 (32 %) sont décédés après. La création d'une unité de soins intermédiaires a été associée à un risque relatif plus faible de mortalité hospitalière (risque relatif ajusté, 0,80; intervalle de confiance [IC] 95 %, 0,72 à 0,89; P < 0,001). La création d'une unité de soins intermédiaires a également été associée à une durée de séjour réduite à l'USI et à l'hôpital, avec une augmentation de 12 % du taux de congé de l'USI (rapport de risque ajusté [RRA], 1,12; IC 95 %, 1,02 à 1,23; P = 0,02) et une augmentation de 26 % du taux de congé de l'hôpital (RRA, 1,26; IC 95 %, 1,14 à 1,39; P < 0,001), en tenant compte du risque concurrent de décès. CONCLUSION: Ces données appuient l'hypothèse que la création d'une unité de soins intermédiaires pourrait être associée à une réduction de la mortalité hospitalière, de la durée de séjour à l'USI et de la durée de séjour à l'hôpital pour les patients de l'USI.


Subject(s)
Intensive Care Units , Cohort Studies , Hospital Mortality , Humans , Length of Stay , Retrospective Studies
10.
Can J Anaesth ; 67(10): 1359-1370, 2020 Oct.
Article in English | MEDLINE | ID: mdl-32720255

ABSTRACT

PURPOSE: There is a paucity of evidence evaluating whether intensive care unit (ICU) discharge occupancy is associated with clinical outcomes. It is unknown whether increased discharge occupancy leads to greater afterhours discharges and downstream consequences. We explore the association between ICU discharge occupancy and afterhours discharges, 72-hr readmission, and 30-day mortality. METHODS: This single-centre, historical cohort study included all patients discharged from the Vancouver General Hospital ICU between 5 April 2010 and 13 September 2017. Data were obtained from the British Columbia Critical Care Database. Occupancy was defined as the number of ICU bed hours utilized divided by the available bed hours for that day. Any discharge between 22:00 and 6:59 was considered afterhours. Logistic regression models adjusting for important covariates were constructed. RESULTS: We included 8,862 ICU discharges representing 7,288 individual patients. There were 1,180 (13.3%) afterhours discharges, 408 (4.6%) 72-hr readmissions, and 574 (6.5%) 30-day post-discharge deaths. Greater discharge occupancy was associated with afterhours discharges (per 10% increase: adjusted odds ratio [aOR], 1.12; 95% confidence interval [CI], 1.03 to 1.20; P = 0.005). Discharge occupancy was not associated with 72-hr readmission (per 10% increase: aOR, 0.97; 95% CI, 0.87 to 1.09; P = 0.62) or 30-day mortality (per 10% increase: aOR, 1.05; 95% CI, 0.95 to 1.16; P = 0.32). Afterhours discharge was not associated with 72-hr readmission (aOR, 1.15; 95% CI, 0.86 to 1.54; P = 0.34) or 30-day mortality (aOR, 1.05; 95% CI, 0.82 to 1.36; P = 0.69). CONCLUSIONS: Greater ICU discharge occupancy was associated with a significant increase in afterhours discharges. Nevertheless, neither discharge occupancy nor afterhours discharge were associated with 72-hr readmission or 30-day mortality.


RéSUMé: OBJECTIF: Il n'existe que peu de données probantes évaluant si le taux d'occupation de l'unité de soins intensifs (USI) au moment du congé est associé aux devenirs cliniques. Nous ne savons pas si un taux d'occupation plus élevé au moment du congé entraîne davantage de congés pendant la nuit et si cette situation a des conséquences. Nous avons exploré l'association entre le taux d'occupation de l'USI au moment du congé et les congés donnés pendant la nuit, la réadmission dans les premières 72 h, et la mortalité à 30 jours. MéTHODE: Cette étude de cohorte historique et monocentrique a englobé tous les patients ayant reçu leur congé de l'USI de l'Hôpital général de Vancouver entre le 5 avril 2010 et le 13 septembre 2017. Les données ont été tirées de la Base de données des soins intensifs de Colombie-Britannique (British Columbia Critical Care Database). Le taux d'occupation était défini comme le nombre d'heures d'occupation de lit de l'USI utilisées divisé par le nombre d'heures d'occupation de lit disponibles pour ladite journée. Tout congé reçu entre 22 h et 6 h 59 était considéré comme survenant pendant la nuit. Des modèles de régression logistique ont été élaborés afin de tenir compte des covariables importantes. RéSULTATS: Nous avons inclus 8862 congés de l'USI, représentant 7288 patients individuels. Au total, il y a eu 1180 (13,3 %) congés donnés pendant la nuit, 408 (4,6 %) réadmissions dans les 72 h suivantes, et 574 (6,5 %) décès à 30 jours après le congé. Un taux d'occupation plus élevé au moment du congé était associé à des congés pendant la nuit (par augmentation de 10 % : rapport de cotes ajusté [RCA], 1,12; intervalle de confiance [IC] 95 %, 1,03 à 1,20; P = 0,005). Le taux d'occupation lors du congé n'a pas été associé à une réadmission dans les premières 72 h (par augmentation de 10 % : RCA, 0,97; IC 95 %, 0,87 à 1,09; P = 0,62) ou à une mortalité à 30 jours (par augmentation de 10 % : RCA, 1,05; IC 95 %, 0,95 à 1,16; P = 0,32). Les congés pendant la nuit n'ont pas été associés à une réadmission dans les 72 h suivantes (RCA, 1,15; IC 95 %, 0,86 à 1,54; P = 0,34) ou à une mortalité à 30 jours (RCA, 1,05; IC 95 %, 0,82 à 1,36; P = 0,69). CONCLUSION: Un taux d'occupation de l'USI plus élevé au moment du congé était associé à une augmentation significative des congés donnés pendant la nuit. Cependant, ni le taux d'occupation lors du congé, ni le congé donné pendant la nuit, n'étaient associés à une réadmission à 72 h ou une mortalité à 30 jours.


Subject(s)
Aftercare , Patient Discharge , British Columbia , Cohort Studies , Hospital Mortality , Humans , Intensive Care Units , Patient Readmission , Retrospective Studies
11.
Proc Natl Acad Sci U S A ; 114(46): E9952-E9961, 2017 11 14.
Article in English | MEDLINE | ID: mdl-29087327

ABSTRACT

Decades of work in experimental animals has established the importance of visual experience during critical periods for the development of normal sensory-evoked responses in the visual cortex. However, much less is known concerning the impact of early visual experience on the systems-level organization of spontaneous activity. Human resting-state fMRI has revealed that infraslow fluctuations in spontaneous activity are organized into stereotyped spatiotemporal patterns across the entire brain. Furthermore, the organization of spontaneous infraslow activity (ISA) is plastic in that it can be modulated by learning and experience, suggesting heightened sensitivity to change during critical periods. Here we used wide-field optical intrinsic signal imaging in mice to examine whole-cortex spontaneous ISA patterns. Using monocular or binocular visual deprivation, we examined the effects of critical period visual experience on the development of ISA correlation and latency patterns within and across cortical resting-state networks. Visual modification with monocular lid suturing reduced correlation between left and right cortices (homotopic correlation) within the visual network, but had little effect on internetwork correlation. In contrast, visual deprivation with binocular lid suturing resulted in increased visual homotopic correlation and increased anti-correlation between the visual network and several extravisual networks, suggesting cross-modal plasticity. These network-level changes were markedly attenuated in mice with genetic deletion of Arc, a gene known to be critical for activity-dependent synaptic plasticity. Taken together, our results suggest that critical period visual experience induces global changes in spontaneous ISA relationships, both within the visual network and across networks, through an Arc-dependent mechanism.


Subject(s)
Cytoskeletal Proteins/physiology , Learning , Life Change Events , Nerve Tissue Proteins/physiology , Neuronal Plasticity/genetics , Neuronal Plasticity/physiology , Visual Cortex/physiology , Animals , Brain/physiology , Brain Mapping , Cerebral Cortex/physiology , Cytoskeletal Proteins/genetics , Female , Gene Deletion , Gene Expression Profiling , Genotype , Humans , Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred C57BL , Models, Animal , Nerve Tissue Proteins/genetics , Sensory Deprivation/physiology
12.
Proc Natl Acad Sci U S A ; 114(50): 13278-13283, 2017 12 12.
Article in English | MEDLINE | ID: mdl-29183973

ABSTRACT

Resting state functional connectivity is defined in terms of temporal correlations between physiologic signals, most commonly studied using functional magnetic resonance imaging. Major features of functional connectivity correspond to structural (axonal) connectivity. However, this relation is not one-to-one. Interhemispheric functional connectivity in relation to the corpus callosum presents a case in point. Specifically, several reports have documented nearly intact interhemispheric functional connectivity in individuals in whom the corpus callosum (the major commissure between the hemispheres) never develops. To investigate this question, we assessed functional connectivity before and after surgical section of the corpus callosum in 22 patients with medically refractory epilepsy. Section of the corpus callosum markedly reduced interhemispheric functional connectivity. This effect was more profound in multimodal associative areas in the frontal and parietal lobe than primary regions of sensorimotor and visual function. Moreover, no evidence of recovery was observed in a limited sample in which multiyear, longitudinal follow-up was obtained. Comparison of partial vs. complete callosotomy revealed several effects implying the existence of polysynaptic functional connectivity between remote brain regions. Thus, our results demonstrate that callosal as well as extracallosal anatomical connections play a role in the maintenance of interhemispheric functional connectivity.


Subject(s)
Connectome , Corpus Callosum/physiology , Functional Laterality , Sensorimotor Cortex/physiology , Adolescent , Brain Waves , Child , Child, Preschool , Corpus Callosum/diagnostic imaging , Corpus Callosum/surgery , Female , Humans , Male , Sensorimotor Cortex/diagnostic imaging
13.
Neuroimage ; 194: 211-227, 2019 07 01.
Article in English | MEDLINE | ID: mdl-30902641

ABSTRACT

Accumulating evidence indicates that resting-state functional magnetic resonance imaging (rsfMRI) signals correspond to propagating electrophysiological infra-slow activity (<0.1 Hz). Thus, pairwise correlations (zero-lag functional connectivity (FC)) and temporal delays among regional rsfMRI signals provide useful, complementary descriptions of spatiotemporal structure in infra-slow activity. However, the slow nature of fMRI signals implies that practical scan durations cannot provide sufficient independent temporal samples to stabilize either of these measures. Here, we examine factors affecting sampling variability in both time delay estimation (TDE) and FC. Although both TDE and FC accuracy are highly sensitive to data quantity, we use surrogate fMRI time series to study how the former is additionally related to the magnitude of a given pairwise correlation and, to a lesser extent, the temporal sampling rate. These contingencies are further explored in real data comprising 30-min rsfMRI scans, where sampling error (i.e., limited accuracy owing to insufficient data quantity) emerges as a significant but underappreciated challenge to FC and, even more so, to TDE. Exclusion of high-motion epochs exacerbates sampling error; thus, both sides of the bias-variance (or data quality-quantity) tradeoff associated with data exclusion should be considered when analyzing rsfMRI data. Finally, we present strategies for TDE in motion-corrupted data, for characterizing sampling error in TDE and FC, and for mitigating the influence of sampling error on lag-based analyses.


Subject(s)
Brain Mapping/methods , Brain/physiology , Image Processing, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Humans , Rest , Selection Bias
14.
J Magn Reson Imaging ; 49(5): 1347-1355, 2019 05.
Article in English | MEDLINE | ID: mdl-30350326

ABSTRACT

BACKGROUND: Pediatric epilepsy affects 0.5-1% of children, with 10-30% of these children refractory to medical anticonvulsant therapy and potentially requiring surgical intervention. Analysis of resting state functional MRI (rsMRI) signal temporal differences (latency) has been proposed to study the pathological cognitive processes. PURPOSE/HYPOTHESIS: To quantitatively and qualitatively analyze the correlation of rsMRI signal latency to pediatric refractory extratemporal epilepsy seizure foci lateralization. STUDY TYPE: Retrospective review. POPULATION: With Institutional Review Board approval, rsMRI and anatomical MRI scans were obtained from 38 registered pediatric epilepsy surgery patients from Washington University and 259 healthy control patients from the ADHD-200 dataset. FIELD STRENGTH/SEQUENCE: 3 T echo planar imaging (EPI) blood oxygenation level-dependent (BOLD) sequence. ASSESSMENT: The images were transformed to pediatric atlases in Talairach space. Preoperative voxelwise latency maps were generated with parabolic interpolation of the rsMRI signal lateness or earliness when compared with the global mean signal (GMS) using cross-covariance analysis. STATISTICAL TESTS: Latency z-score maps were created for each epilepsy patient by voxelwise calculation using healthy control mean and standard deviation maps. Voxelwise hypothesis testing was performed via multiple comparisons corrected (false discovery and familywise error rate) and uncorrected methods to determine significantly late and early voxels. Significantly late and/or early voxels were counted for the right and left hemisphere separately. The hemisphere with the greater proportion of significantly late and/or early voxels was hypothesized to contain the seizure focus. Preoperative rsMRI latency analysis hypotheses were compared with postoperative seizure foci lateralization determined by resection images. RESULTS: Preoperative rsMRI latency analysis correctly identified seizure foci lateralization of 64-85% of postoperative epilepsy resections with the proposed methods. RsMRI latency lateralization analysis was 77-100% sensitive and 58-79% specific. In some patients, qualitative analysis yielded preoperative rsMRI latency patterns specific to procedure performed. DATA CONCLUSION: Preoperative rsMRI signal latency of pediatric epilepsy patients was correlated with seizure foci lateralization. J. Magn. Reson. Imaging 2019;49:1347-1355.


Subject(s)
Brain/diagnostic imaging , Brain/pathology , Epilepsy/diagnosis , Epilepsy/pathology , Magnetic Resonance Imaging/methods , Adolescent , Adult , Brain Mapping/methods , Child , Child, Preschool , Echo-Planar Imaging/methods , Female , Humans , Male , Rest , Retrospective Studies , Young Adult
15.
Proc Natl Acad Sci U S A ; 113(44): E6868-E6876, 2016 11 01.
Article in English | MEDLINE | ID: mdl-27791089

ABSTRACT

Declarative memory consolidation is hypothesized to require a two-stage, reciprocal cortical-hippocampal dialogue. According to this model, higher frequency signals convey information from the cortex to hippocampus during wakefulness, but in the reverse direction during slow-wave sleep (SWS). Conversely, lower-frequency activity propagates from the information "receiver" to the "sender" to coordinate the timing of information transfer. Reversal of sender/receiver roles across wake and SWS implies that higher- and lower-frequency signaling should reverse direction between the cortex and hippocampus. However, direct evidence of such a reversal has been lacking in humans. Here, we use human resting-state fMRI and electrocorticography to demonstrate that δ-band activity and infraslow activity propagate in opposite directions between the hippocampus and cerebral cortex. Moreover, both δ activity and infraslow activity reverse propagation directions between the hippocampus and cerebral cortex across wake and SWS. These findings provide direct evidence for state-dependent reversals in human cortical-hippocampal communication.


Subject(s)
Brain Waves/physiology , Cerebral Cortex/physiology , Hippocampus/physiology , Sleep/physiology , Electroencephalography , Humans , Magnetic Resonance Imaging/methods , Memory/physiology , Memory Consolidation/physiology , Temporal Lobe/physiology , Wakefulness/physiology
16.
Cereb Cortex ; 27(2): 1083-1093, 2017 02 01.
Article in English | MEDLINE | ID: mdl-26656726

ABSTRACT

The behaviors that define autism spectrum disorders (ASDs) have been hypothesized to result from disordered communication within brain networks. Several groups have investigated this question using resting-state functional magnetic resonance imaging (RS-fMRI). However, the published findings to date have been inconsistent across laboratories. Prior RS-fMRI studies of ASD have employed conventional analysis techniques based on the assumption that intrinsic brain activity is exactly synchronous over widely separated parts of the brain. By relaxing the assumption of synchronicity and focusing, instead, on lags between time series, we have recently demonstrated highly reproducible patterns of temporally lagged activity in normal human adults. We refer to this analysis technique as resting-state lag analysis (RS-LA). Here, we report RS-LA as well as conventional analyses of RS-fMRI in adults with ASD and demographically matched controls. RS-LA analyses demonstrated significant group differences in rs-fMRI lag structure in frontopolar cortex, occipital cortex, and putamen. Moreover, the degree of abnormality in individuals was highly correlated with behavioral measures relevant to the diagnosis of ASD. In this sample, no significant group differences were observed using conventional RS-fMRI analysis techniques. Our results suggest that altered propagation of intrinsic activity may contribute to abnormal brain function in ASD.


Subject(s)
Autistic Disorder/diagnostic imaging , Autistic Disorder/psychology , Adolescent , Adult , Algorithms , Autistic Disorder/physiopathology , Brain Mapping , Female , Frontal Lobe/diagnostic imaging , Frontal Lobe/physiopathology , Humans , Magnetic Resonance Imaging , Male , Neural Pathways/diagnostic imaging , Neural Pathways/physiopathology , Neuroimaging , Occipital Lobe/diagnostic imaging , Occipital Lobe/physiopathology , Putamen/diagnostic imaging , Putamen/physiopathology , Young Adult
17.
Cereb Cortex ; 27(9): 4492-4502, 2017 09 01.
Article in English | MEDLINE | ID: mdl-27550863

ABSTRACT

A growing field of research explores links between behavioral measures and functional connectivity (FC) assessed using resting-state functional magnetic resonance imaging. Recent studies suggest that measurement of these relationships may be corrupted by head motion artifact. Using data from the Human Connectome Project (HCP), we find that a surprising number of behavioral, demographic, and physiological measures (23 of 122), including fluid intelligence, reading ability, weight, and psychiatric diagnostic scales, correlate with head motion. We demonstrate that "trait" (across-subject) and "state" (across-day, within-subject) effects of motion on FC are remarkably similar in HCP data, suggesting that state effects of motion could potentially mimic trait correlates of behavior. Thus, head motion is a likely source of systematic errors (bias) in the measurement of FC:behavior relationships. Next, we show that data cleaning strategies reduce the influence of head motion and substantially alter previously reported FC:behavior relationship. Our results suggest that spurious relationships mediated by head motion may be widespread in studies linking FC to behavior.


Subject(s)
Behavior/physiology , Brain/physiology , Motion , Nerve Net/physiology , Artifacts , Connectome/methods , Data Accuracy , Head/physiology , Humans , Intelligence/physiology , Magnetic Resonance Imaging/methods
18.
Cereb Cortex ; 27(10): 4719-4732, 2017 10 01.
Article in English | MEDLINE | ID: mdl-27591147

ABSTRACT

Measurement of correlations between brain regions (functional connectivity) using blood oxygen level dependent (BOLD) fMRI has proven to be a powerful tool for studying the functional organization of the brain. Recently, dynamic functional connectivity has emerged as a major topic in the resting-state BOLD fMRI literature. Here, using simulations and multiple sets of empirical observations, we confirm that imposed task states can alter the correlation structure of BOLD activity. However, we find that observations of "dynamic" BOLD correlations during the resting state are largely explained by sampling variability. Beyond sampling variability, the largest part of observed "dynamics" during rest is attributable to head motion. An additional component of dynamic variability during rest is attributable to fluctuating sleep state. Thus, aside from the preceding explanatory factors, a single correlation structure-as opposed to a sequence of distinct correlation structures-may adequately describe the resting state as measured by BOLD fMRI. These results suggest that resting-state BOLD correlations do not primarily reflect moment-to-moment changes in cognitive content. Rather, resting-state BOLD correlations may predominantly reflect processes concerned with the maintenance of the long-term stability of the brain's functional organization.


Subject(s)
Image Processing, Computer-Assisted , Magnetic Resonance Imaging , Neural Pathways/physiology , Rest/physiology , Adult , Brain/physiology , Brain Mapping/methods , Cerebrovascular Circulation/physiology , Female , Humans , Magnetic Resonance Imaging/methods , Male , Oxygen/metabolism , Young Adult
19.
Childs Nerv Syst ; 34(5): 901-910, 2018 05.
Article in English | MEDLINE | ID: mdl-29511809

ABSTRACT

PURPOSE: Temporal lobe epilepsy (TLE) affects resting state brain networks in adults. This study aims to correlate resting state functional MRI (rsMRI) signal latency in pediatric TLE patients with their laterality. METHODS: From 2006 to 2016, 26 surgical TLE patients (12 left, 14 right) with a mean age of 10.7 years (range 0.9-18) were prospectively studied. Preoperative rsMRI was obtained in patients with concordant lateralizing structural MRI, EEG, and PET studies. Standard preprocessing techniques and seed-based rsMRI analyses were performed. Additionally, the latency in rsMRI signal between each 6 mm voxel sampled was examined, compared to the global mean signal, and projected onto standard atlas space for individuals and the cohort. RESULTS: All but one of the 26 patients improved seizure frequency postoperatively with a mean follow-up of 2.9 years (range 0-7.7), with 21 patients seizure-free. When grouped for epileptogenic laterality, the latency map qualitatively demonstrated that the right TLE patients had a relatively early signal pattern, whereas the left TLE patients had a relatively late signal pattern compared to the global mean signal in the right temporal lobe. Quantitatively, the two groups had significantly different signal latency clusters in the bilateral temporal lobes (p < 0.001). CONCLUSION: There are functional MR signal latency changes in medical refractory pediatric TLE patients. Qualitatively, signal latency in the right temporal lobe precedes the mean signal in right TLE patients and is delayed in left TLE patients. With larger confirmatory studies, preoperative rsMRI latency analysis may offer an inexpensive, noninvasive adjunct modality to lateralize pediatric TLE.


Subject(s)
Epilepsy, Temporal Lobe/diagnostic imaging , Epilepsy, Temporal Lobe/physiopathology , Functional Laterality/physiology , Reaction Time/physiology , Rest , Adolescent , Child , Child, Preschool , Electroencephalography , Female , Humans , Image Processing, Computer-Assisted , Infant , Magnetic Resonance Imaging , Male , Oxygen/blood , Positron-Emission Tomography , Retrospective Studies
20.
Proc Natl Acad Sci U S A ; 112(17): E2235-44, 2015 Apr 28.
Article in English | MEDLINE | ID: mdl-25825720

ABSTRACT

It has been widely reported that intrinsic brain activity, in a variety of animals including humans, is spatiotemporally structured. Specifically, propagated slow activity has been repeatedly demonstrated in animals. In human resting-state fMRI, spontaneous activity has been understood predominantly in terms of zero-lag temporal synchrony within widely distributed functional systems (resting-state networks). Here, we use resting-state fMRI from 1,376 normal, young adults to demonstrate that multiple, highly reproducible, temporal sequences of propagated activity, which we term "lag threads," are present in the brain. Moreover, this propagated activity is largely unidirectional within conventionally understood resting-state networks. Modeling experiments show that resting-state networks naturally emerge as a consequence of shared patterns of propagation. An implication of these results is that common physiologic mechanisms may underlie spontaneous activity as imaged with fMRI in humans and slowly propagated activity as studied in animals.


Subject(s)
Brain , Magnetic Resonance Imaging , Models, Neurological , Nerve Net , Adult , Brain/diagnostic imaging , Brain/physiology , Cortical Synchronization , Humans , Male , Nerve Net/diagnostic imaging , Nerve Net/physiology , Radiography
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