Erie G. Gutierrez’s research while affiliated with Johns Hopkins University and other places

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Publications (11)


Prospective multicenter study of continuous tonic-clonic seizure monitoring on Apple Watch in epilepsy monitoring units and ambulatory environments
  • Article

July 2024

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7 Reads

Epilepsy & Behavior

Samyak Shah

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Erie Gonzalez Gutierrez

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Jennifer L Hopp

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[...]

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Nathan E Crone

FIGURE 1 Study design. In this study, patients with SRSE were recruited into a phase I/II clinical trial and treated with a 4:1 (fat: carbohydrate and protein in grams) ratio of ketogenic diet. Samples (blood and urine) and clinical measurements were collected at baseline: prior to KD (n = 10), week 1: after 1 week of KD (n = 8), and week 2: after 2 weeks of KD (n = 5). Ketosis was confirmed by urine acetoacetate ≥40 mg/dL and/or serum β-hydroxybutyrate ≥2 mmol/L. Lipidomics, cytokine, and chemokine measurements were performed in longitudinal settings. Then, univariate and multivariate data analyses were performed to determine the potential impact of diet on circulating lipids and inflammatory biomarkers.
FIGURE 2 Overview of the lipidome in the longitudinal samples. (A) PCA score plots. (B) PC1 score plot based on ASCA. These scores represent the lipidomic dataset arranged according to time of sampling in the PCA score plot. Here, each sample is represented by a point and colored according to the time of sample collection. Samples with similar scores are clustered together. (C) Corresponding PC1 loading plot. The loadings explain the pattern shown in the score plot, which provides the means to interpret the class-specific lipid alterations related to KD.
FIGURE 6 (A) PLS-DA model showing the separation of patients with a good outcome (mRS ≤3, green) compared to patients with a worse outcome (mRS ≥4, red). (B) Plot showing the variable importance versus the regression vector for the lipids that impact the PLS-DA model. Metabolites at the top are increased in patients with poor outcomes, compared to the lipids at the bottom, which are decreased in patients with poor outcomes.
Lipids which changed at week 1 or week 2.
Details of lipids contained in each cluster.
Changes in lipids and inflammation in adults with super-refractory status epilepticus on a ketogenic diet
  • Article
  • Full-text available

October 2023

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49 Reads

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2 Citations

Frontiers in Molecular Biosciences

Introduction: This study aims to test the hypothesis that increased ketone body production resulting from a ketogenic diet (KD) will correlate with reductions in pro-inflammatory cytokines and lipid subspecies and improved clinical outcomes in adults treated with an adjunctive ketogenic diet for super-refractory status epilepticus (SRSE). Methods: Adults (18 years or older) were treated with a 4:1 (fat: carbohydrate and protein) ratio of enteral KD as adjunctive therapy to pharmacologic seizure suppression in SRSE. Blood and urine samples and clinical measurements were collected at baseline ( n = 10), after 1 week ( n = 8), and after 2 weeks of KD ( n = 5). In addition, urine acetoacetate, serum β -hydroxybutyrate, lipidomics, pro-inflammatory cytokines (IL-1β and IL-6), chemokines (CCL3, CCL4, and CXCL13), and clinical measurements were obtained at these three time points. Univariate and multivariate data analyses were performed to determine the correlation between ketone body production and circulating lipids, inflammatory biomarkers, and clinical outcomes. Results: Changes in lipids included an increase in ceramides, mono-hexosylceramide, sphingomyelin, phosphocholine, and phosphoserines, and there was a significant reduction in pro-inflammatory mediators, IL-6 and CXCL13, seen at 1 and 2 weeks of KD. Higher blood β -hydroxybutyrate levels at baseline correlated with better clinical outcomes; however, ketone body production did not correlate with other variables during treatment. Higher chemokine CCL3 levels following treatment correlated with a longer stay in the intensive care unit and a higher modified Rankin Scale score (worse neurologic disability) at discharge and 6-month follow up. Discussion: Adults receiving an adjunctive enteral ketogenic diet for super-refractory status epilepticus exhibit alterations in select pro-inflammatory cytokines and lipid species that may predict their response to treatment.

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Seizure triggers identified postictally using a smart watch reporting system

January 2022

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45 Reads

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5 Citations

Epilepsy & Behavior

Persons with epilepsy (PWE) often report that seizure triggers can influence the occurrence and timing of seizures. Some previous studies of seizure triggers have relied on retrospective daily seizure diaries or surveys pertaining to all past seizures, recent and/or remote, in respondents. To assess the characteristics of seizure triggers at the granularity of individual seizures, we used a seizure-tracking app, called EpiWatch, on a smart watch system (Apple Watch and iPhone) in a national study of PWE. Participants tracked seizures during a 16-month study period using the EpiWatch app. Seizure tracking was initiated during a pre-ictal state or as the seizure was occurring and included collection of biosensor data, responsiveness testing, and completion of an immediate post-seizure survey. The survey evaluated seizure types, auras or warning symptoms, loss of awareness, use of rescue medication, and seizure triggers for each tracked seizure. Two hundred and thirty four participants tracked 2493 seizures. Ninety six participants reported triggers in 650 seizures: stress (65.8%), lack of sleep (30.5%), menstrual cycle (19.7%), and overexertion (18%) were the most common. Participants often reported having multiple combined triggers, frequent stress with lack of sleep, overexertion, or menses. Participants who reported triggers were more likely to be taking 3 or more anti-seizure medications compared to participants who did not report triggers. Participants were able to interact with the app and use mobile technology in this national study to record seizures and report common seizure triggers. These findings demonstrate the promise of longitudinal, self-reported data to improve our understanding of epilepsy and its related comorbidities.


Cenobamate treatment of focal-onset seizures: Quality of life and outcome during up to eight years of treatment

March 2021

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32 Reads

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17 Citations

Epilepsy & Behavior

A large proportion of patients with focal-onset epilepsy have frequent seizures despite treatment with newer anti-seizure medications (ASMs). We describe our experience optimizing cenobamate treatment for 49 patients treated at one center for up to eight years. We assessed the influence of treatment response on measurements of quality of life (QOLIE). Forty-nine patients were evaluated from three cenobamate regulatory trials: two open-label extensions of randomized placebo-controlled studies and one open-label safety study at the Johns Hopkins Hospital (JHU). Patients had focal-onset seizures despite treatment with one to three ASMs and were 18 years of age and older. Patients kept seizure diaries for the duration of the study and had tri-monthly evaluations. Seizure responder rates were determined, and patients with long-term seizure freedom (≥six months seizure free) were identified. Cenobamate doses were adjusted within the range of 100–400 mg/day. Johns Hopkins Hospital patients who were continuing treatment when the studies ended (n = 37) were administered the QOLIE-31 survey and a separate survey to assess changes in independence and epilepsy-linked disability at the end of the study at JHU. Thirty-seven of 49 (76%) patients continued treatment for three to eight years (median 5.6 years). In their final three months of treatment, 45% of patients achieved ≥75% seizure reduction, 29% had ≥90% reduction, and 16% were seizure free (responder rates computed with n = 49). Posttraumatic etiologies did not reduce treatment responses. Increased dosage of cenobamate across 150–400 mg/day range was significantly associated with higher responder rates (p < 0.001). High seizure responses—particularly ≥90% reduction—correlated with high QOLIE scores. Patients with drug-resistant focal-onset epilepsy had stable treatment responses during up to eight years of cenobamate treatment. Patients often tolerated high doses of cenobamate; high responders appeared to benefit with high QOLIE scores.


Postictal stertor: Associations with focal and bilateral seizure types

May 2020

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60 Reads

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3 Citations

Epilepsy & Behavior

Objective The objective of the present study was to determine the association between respiratory stertor and focal and bilateral seizure types. Methods We characterized ictal and postictal behaviors during symmetric bilateral tonic–clonic (TC) and asymmetric TC seizures in the Johns Hopkins University (JHU) epilepsy monitoring unit, comparing these to focal unaware seizures. We measured the presence and duration of postictal stertorous respirations, postictal generalized electroencephalographic suppression (PGES), immobility/motor dysfunction, and encephalopathy and determined their associations and relationship to seizure types. Results In initial seizures recorded in 80 consecutive patients, bilateral symmetric TC seizures (N = 35) were strongly associated with PGES (97%, p < 0.001) and postictal stertorous respirations (89%, p < 0.001). Only 10% of the 20 patients with asymmetric TC seizures had brief PGES; focal unaware seizures (N = 25) were not associated with PGES or stertorous breathing. Some patients (24%) with asymmetric or bilateral symmetric TC seizures had severe postictal encephalopathy with stertor that was separate or extended beyond periods of PGES. Conclusion Bilateral symmetric TC seizures, but not focal unaware seizures, have postictal stertor during PGES. Severe postictal encephalopathy, however, is also associated with motor dysfunction and stertor. Stertor appears to be a compensatory postictal respiratory pattern for ictal/postictal hypoxemia and occurs with PGES or postictal encephalopathy.





Improving compliance in adults with epilepsy on a modified Atkins diet: A randomized trial

June 2018

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105 Reads

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54 Citations

Seizure

Purpose: To determine whether use of a ketogenic formula during the first month of the modified Atkins diet (MAD) in adults with drug-resistant epilepsy (DRE) improves seizure reduction and compliance compared to MAD alone. Methods: Eighty adults (age ≥18 years) with DRE and ≥4 reliably quantifiable seizures/month were enrolled. All participants were trained to follow a 20 g/day net carbohydrate limit MAD. Patients were randomized to receive one 8-ounce (237 mL) tetrapak of KetoCal®, a 4:1 ketogenic ratio formula, daily in combination with MAD during the first month (treatment arm) or second month (control/cross-over arm). Patients recorded urine ketones, weight, and seizure frequency and followed up at 1 and 2 months. Results: By 1 month, 84% of patients achieved ketosis (median of 4-4.5 days). At 1 month, the treatment arm had a significantly higher ketogenic ratio and more patients with a ≥1:1 ketogenic ratio compared to the control arm. There was no difference in median seizure frequency, proportion of responders (≥50% seizure reduction), or median seizure reduction from baseline between groups. However, patients treated with KetoCal® during the first month were significantly more likely to continue MAD for 6 months or more. Conclusion: Although supplementing MAD with a ketogenic formula in the first month did not increase the likelihood of reducing seizures compared to MAD alone, significantly more adults remained on MAD long-term with this approach. This suggests a potential strategy for encouraging compliance with MAD in adults with DRE.


Strategies for non‐EEG seizure detection and timing for alerting and interventions with tonic–clonic seizures

June 2018

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86 Reads

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27 Citations

Sudden unexpected death in epilepsy (SUDEP) is a common cause of death in epilepsy and frequently occurs following generalized tonic–clonic seizures (GTCS). Non–electroencephalography (EEG) seizure detection systems using mobile sensor devices permit caregivers to assist patients during seizures and may reduce risks for complications of seizures such as injuries and SUDEP. We review changes in accelerometry, electrodermal activity, and heart rate associated with tonic–clonic seizures and their use in detection systems, including multimodal detectors. We reviewed current and past publications reporting data on linkage between GTCS, post‐ictal generalized EEG suppression (PGES), and ventilatory dysfunction. The timing and duration of postictal immobility and respiratory dysfunction associated with convulsions help identify which patients might benefit the most from seizure monitoring and from benchmarks for the timing of seizure detection, caregiver alerting, and interventions.


Citations (5)


... As a diagnostic tool, smartphones have been used in Neurology and led to innovations in the longitudinal care of patients for a wide range of disorders including stroke, multiple sclerosis, Parkinson's disease, sleep disorders, and epilepsy (8,9,26). Looking at publications on Neurology and smartphone use over time, research was initially concentrated on brain tumor and safety risks attributed to smartphones (27-29), but transitioned to focus on the application of this technology for disease detection, clinical management, and as a tool for applied medical science more broadly (17)(18)(19)(20)(21)(22)(23)(24)(25). Emerging trends have become increasingly evident by elucidating the exponential rise in annual number of publications during the COVID-19 pandemic in developed and developing (A) Keyword co-occurrence network. ...

Reference:

Smartphone use in Neurology: a bibliometric analysis and visualization of things to come
Seizure triggers identified postictally using a smart watch reporting system
  • Citing Article
  • January 2022

Epilepsy & Behavior

... PwE can have their quality of life (QoL) negatively affected by multiple factors, including frequent seizures, long seizure duration, the presence of comorbidity and psychiatric disorders, and social limitations linked to fear of upcoming seizures, stigma, and employment concerns [1]. A recent review concluded that PwE who better respond to and tolerate anti-seizure medications (ASMs) have significant QoL improvements, suggesting that achieving and maintaining seizure freedom should be the ultimate goal in epilepsy management [1,2]. ...

Cenobamate treatment of focal-onset seizures: Quality of life and outcome during up to eight years of treatment
  • Citing Article
  • March 2021

Epilepsy & Behavior

... This risk increases to ~1:150 in patients with severe refractory generalized convulsive seizures (GCS). Clinically, approximately 40% of severe and focal seizures are accompanied by hypoventilation-induced drop in blood O 2 below 90% saturation levels and hypoxia (Azar et al., 2008;Bateman et al., 2008;Bruno et al., 2018;Carmenate et al., 2020;Lacuey et al., 2018;Seyal et al., 2010). GCS and post-convulsive apnea are associated with increased end tidal CO 2 levels and peri-ictal hypercapnia (Sainju et al., 2019;Vilella et al., 2019bVilella et al., , 2019a. ...

Postictal stertor: Associations with focal and bilateral seizure types
  • Citing Article
  • May 2020

Epilepsy & Behavior

... The intervention was considered to be feasible if all of the criteria in Table 1 were attained. Limits to determine feasibility were estimated from the results of previous trials (113)(114)(115)(116)(117). ...

Improving compliance in adults with epilepsy on a modified Atkins diet: A randomized trial
  • Citing Article
  • June 2018

Seizure

... These measurements remotely detect and record seizure frequency in outpatient settings. The primary function of real-time monitoring seizure detection devices is to continuously record the biomarkers linked to the seizure severity and generate alert notifications that provide insight into the frequency of the occurrences of seizures (Gutierrez et al., 2018). Early alarm intervention not only safeguards people with epilepsy from harm related to seizures but also supports the effective administration of medication and long-term management (Bruno et al., 2020b). ...

Strategies for non‐EEG seizure detection and timing for alerting and interventions with tonic–clonic seizures
  • Citing Article
  • June 2018