Non-invasive monitoring of longitudinal changes in cerebral hemodynamics in acute ischemic stroke using BOLD signal delay

Relative delays in blood-oxygen-level-dependent (BOLD) signal oscillations can be used to assess cerebral perfusion without using contrast agents. However, little is currently known about the utility of this method in detecting clinically relevant perfusion changes over time. We investigated the relationship between longitudinal BOLD delay changes, vessel recanalization, and reperfusion in 15 acute stroke patients with vessel occlusion examined within 24 h of symptom onset (D0) and one day later (D1). We created BOLD delay maps using time shift analysis of resting-state functional MRI data and quantified perfusion lesion volume changes (using the D1/D0 volume ratio) and severity changes (using a linear mixed model) over time. Between baseline and follow-up, BOLD delay lesions shrank (median D1/D0 ratio = 0.2, IQR = 0.03–0.7) and BOLD delay severity decreased (b = −4.4 s) in patients with recanalization, whereas they grew (median D1/D0 ratio = 1.47, IQR = 1.1–1.7) and became more severe (b = 4.3 s) in patients with persistent vessel occlusion. Clinically relevant changes in cerebral perfusion in early stroke can be detected using BOLD delay, making this non-invasive method a promising option for detecting tissue at risk of infarction and monitoring stroke patients following recanalization therapy.

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Factors associated with professional identity formation within psychiatry residency training: A longitudinal study

Perspectives on Medical Education ◽

10.1007/s40037-021-00673-w ◽

2021 ◽

Author(s):

Qian Hui Chew ◽

Yvonne Steinert ◽

Kang Sim

Keyword(s):

Professional Identity ◽

Identity Formation ◽

Psychiatry Residency ◽

Mixed Model ◽

Linear Mixed Model ◽

Developmental Stages ◽

Rate Of Change ◽

Psychiatry Residents ◽

Factors Associated ◽

Over Time

Abstract Introduction Conceptual frameworks for professional identity (PI) formation highlight the importance of developmental stages and socialization as the learner progresses from legitimate peripheral to full participation. Based on extant literature and clinical impressions, the authors aimed to explore factors associated with PI formation in psychiatry residents over time, and hypothesized that time in training, seniority status, and duration of exposure to psychiatry prior to residency would be associated with PI formation. Methods Eighty out of 96 psychiatry residents (response rate, 83.3%) from the National Psychiatry Residency Program in Singapore participated and rated their PI development using the Professional Self Identity Questionnaire (PSIQ) across four timepoints from January 2016–December 2019. The residents were classified as junior (first 3 years) or senior residents (years 4–5). Linear mixed model analyses were conducted, with time in training, seniority status (junior versus senior residents), duration of psychiatry postings prior to residency, and their interaction as associated factors with PI over time. Results Time in training, seniority, and duration of psychiatry postings before residency (all p < 0.01) were significantly associated with higher PSIQ scores at baseline. Over time, although all residents had increases in PSIQ scores, this rate of change did not differ significantly between junior and senior residents. Discussion Exposure to psychiatry postings before residency, time in learning, and seniority are factors which influence PI development in residents. This has implications for psychiatry residency selection and training, adequate clinical exposure during training rotations, and continual support for new and senior residents to foster PI formation over time.

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Decline of ovarian function in patients with rheumatoid arthritis: serum anti-Müllerian hormone levels in a longitudinal cohort

RMD Open ◽

10.1136/rmdopen-2020-001307 ◽

2020 ◽

Vol 6 (3) ◽

pp. e001307

Author(s):

Jenny Brouwer ◽

Radboud J E M Dolhain ◽

Johanna M W Hazes ◽

Nicole S Erler ◽

Jenny A Visser ◽

...

Keyword(s):

Rheumatoid Arthritis ◽

Mixed Model ◽

Linear Mixed Model ◽

Ovarian Function ◽

Reproductive Function ◽

Related Factors ◽

Original Cohort ◽

Primordial Follicles ◽

Age At Menopause ◽

Over Time

ObjectiveRheumatoid arthritis (RA) often affects women in their fertile age, and is known to compromise female fertility. Serum anti-Müllerian hormone (AMH) levels are a proxy for the total number of primordial follicles, and a reliable predictor of the age at menopause. Our objective was to study the longitudinal intra-individual decline of serum AMH levels in female RA patients.MethodsFemale RA patients from a nationwide prospective cohort (2002–2008) were re-assessed in 2015–2016. Serum AMH levels were measured using the picoAMH assay and compared with healthy controls. A linear mixed model (LMM) was built to assess the effect of RA-related clinical factors on the decline of AMH levels.ResultsA group of 128 women were re-assessed at an age of 42.6±4.4 years, with a median disease duration of 15.8 (IQR 12.7–21.5) years. The time between first and last AMH assessments was 10.7±1.8 (range 6.4–13.7) years. Participants represented a more fertile selection of the original cohort. At follow-up, 39% of patients had AMH levels below the 10th percentile of controls (95% CI 31% to 48%), compared with 16% (95% CI 9.3% to 22%) at baseline. The LMM showed a significant decline of AMH with increasing age, but no significant effect of RA-related factors on AMH.ConclusionAMH levels in RA patients showed a more pronounced decline over time than expected, supporting the idea that in chronic inflammatory conditions, reproductive function is compromised, resulting in a faster decline of ovarian function over time and probably an earlier age at menopause.

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Abstract 118: Diffusion Lesion Volume Reduction after Recanalization Therapy for Anterior Circulation Stroke with Major Vessel Occlusion: Analysis from the RESCUE-Japan Registry Study

Stroke ◽

10.1161/str.45.suppl_1.118 ◽

2014 ◽

Vol 45 (suppl_1) ◽

Author(s):

Mikito Hayakawa ◽

Hiroshi Yamagami ◽

Kazunori Toyoda ◽

Yuji Matsumaru ◽

Yukiko Enomoto ◽

...

Keyword(s):

Intravenous Thrombolysis ◽

Volume Reduction ◽

Lesion Volume ◽

Stroke Patients ◽

Anterior Circulation ◽

Vessel Occlusion ◽

Nihss Score ◽

Median Baseline ◽

Point Reduction ◽

Major Vessel

Objective: Although Diffusion-weighted imaging (DWI) lesions are commonly irreversible, DWI lesion volume reduction (DVR) is occasionally observed. We investigated clinical significance and predictors of DVR in acute stroke patients with major vessel occlusion receiving recanalization therapy (RT). Methods: The Recovery by Endovascular Salvage for Cerebral Ultra-acute Embolism (RESCUE)-Japan registry prospectively registered 1,442 stroke patients with major vessel occlusion who were admitted to 84 Japanese stroke centers within 24 hours after onset from July 2010 to June 2011. We retrospectively analyzed all patients with the internal carotid artery or middle cerebral artery (M1 or M2 segments occlusions receiving RT and undergoing MRI both on admission and at 24 hours after onset from the registry. We defined DVR as a 1 or more-point reduction of the DWI-Alberta Stroke Program Early CT Score (ASPECTS), and CT-DWI mismatch (CTDM) as a 2 or more-point lower DWI-ASPECTS than CT-ASPECTS on admission. Reperfusion was defined as TICI grade 2b-3 on catheter angiography or modified Mori grade 3 on MRA immediately after RT. Dramatic recovery (DR) was defined as a 10 or more-point reduction or a total NIHSS score of 0-1 at 24 hours, and favorable outcome (FO) defined as a mRS score 0-2 at 3 months. Results: A total of 390 patients (215 men, 72 years old,) was included. Median baseline NIHSS score was 16 (IQR 10-19) and median baseline DWI-ASPECTS was 8 (6-9). CTDM was seen in 92 patients (28%) on admission. Intravenous thrombolysis and endovascular therapy were performed in 246 patients (63%) and 223 patients (57%), respectively. Reperfusion was obtained in 170 patients (51%). DVR was seen in 51 patients (13%). Eighty-eight patients (23%) obtained DR and 158 patients (41%) achieved FO. On multivariate analyses, DVR was significantly related to DR (OR 3.8, 95%CI 1.5-10) and FO (4.6, 1.8-12). CTDM was an independent predictor of DVR (OR 2.5, 95% CI 1.1-5.8). Conclusions: DVR was significantly related to DR and FO. CTDM is a rough predictor of DVR of which area is considered as a “DWI-bright” ischemic penumbra, and might be a useful marker to identify the adequate candidates for RT in spite of relatively large DWI lesions.

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Accuracy of BIS monitoring using a novel interface device connecting conventional needle-electrodes and BIS sensors during frontal neurosurgical procedures

PLoS ONE ◽

10.1371/journal.pone.0258647 ◽

2021 ◽

Vol 16 (10) ◽

pp. e0258647

Author(s):

Hideki Harada ◽

Seiya Muta ◽

Tatsuyuki Kakuma ◽

Misa Ukeda ◽

So Ota ◽

...

Keyword(s):

Mixed Model ◽

Linear Mixed Model ◽

Clinical Performance ◽

Clinical Situation ◽

Electrode Placement ◽

Neurosurgical Procedures ◽

Non Invasive ◽

Invasive Method ◽

Data Points ◽

Interface Device

Background Bispectral index (BIS) monitoring is a widely used non-invasive method to monitor the depth of anesthesia. However, in the event of surgeries requiring a frontal approach, placement of the electrode may be impossible at the designated area to achieve a proper BIS measurement. Methods We developed an investigational interface device to connect needle-electrodes to BIS sensors. The safety and clinical performance were investigated in patients who underwent surgery. Direct BIS values from a disposable BIS electrode and indirect values via the interface device were simultaneously recorded from the same areas of electrode placement in a single patient. The agreement between the direct and indirect BIS values was statistically analyzed. Results The interface device with a silver electrode demonstrated sufficient electric conduction to transmit electroencephalogram signals. The overall BIS curves were similar to those of direct BIS monitoring. Direct and indirect BIS values from 18 patients were statistically analyzed using a linear mixed model and a significant concordance was confirmed (indirect BIS = 7.0405 + 0.8286 * direct BIS, p<0.0001). Most observed data (2582/2787 data points, 92.64%) had BIS unit differences of 10 or less. Conclusions The interface device provides an opportunity for intraoperative BIS monitoring of patients, whose clinical situation does not permit the placement of conventional adhesive sensors at the standard location.

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Abstract TMP87: Non-Invasive Respiratory Impedance Enhances Cerebral Perfusion in Acute Stroke Patients

Stroke ◽

10.1161/str.49.suppl_1.tmp87 ◽

2018 ◽

Vol 49 (Suppl_1) ◽

Author(s):

Christopher G Favilla ◽

Rodrigo M Forti ◽

Ahmad Zamzam ◽

John A Detre ◽

Michael T Mullen ◽

...

Keyword(s):

Acute Stroke ◽

Cerebral Perfusion ◽

Respiratory Impedance ◽

Stroke Patients ◽

Non Invasive

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Effects of Exercise Restriction on Patients With Anomalous Aortic Origin of a Coronary Artery

World Journal for Pediatric and Congenital Heart Surgery ◽

10.1177/2150135116674444 ◽

2016 ◽

Vol 8 (1) ◽

pp. 18-24 ◽

Cited By ~ 6

Author(s):

Matthew D. Elias ◽

James Meza ◽

Brian W. McCrindle ◽

Julie A. Brothers ◽

Stephen Paridon ◽

...

Keyword(s):

Coronary Artery ◽

Exercise Capacity ◽

Repeated Measures ◽

Mixed Model ◽

Linear Mixed Model ◽

Multivariable Analysis ◽

Young Patients ◽

Significant Difference ◽

Exercise Restriction ◽

Over Time

Background: Management of young patients with anomalous aortic origin of a coronary artery (AAOCA) may involve exercise restriction. We sought to identify the association of exercise restriction with changes over time in body mass index (BMI) and exercise capacity in this cohort. Methods: We performed a retrospective review of patients with AAOCA seen at The Children’s Hospital of Philadelphia between January 1, 1998, and August 31, 2014. Linear mixed model repeated-measures analysis assessed changes in BMI and exercise capacity. Results: We included 72 patients with a median age at presentation of 12.6 years (interquartile range: 10.1-15.8) and mean follow-up of 3.6 ± 3.0 years. The majority had an anomalous right coronary artery (71%) and interarterial ± intramural coronary course (90%). Surgery was performed in 54%, more often in those with interarterial/intramural course ( P < .001) and symptoms ( P = .003). Most patients (82%) were exercise-restricted on presentation, and restricted patients were older than those who were not restricted ( P = .01). There was no significant difference between restricted and nonrestricted patients in initial BMI z scores, percentage of patients with BMI over 85th percentile (26%) or exercise capacity variables. In univariable analysis, exercise restriction over time was not associated with change in BMI z score ( P = .25) or change in exercise variables. Restriction was not associated with significant change in these variables in multivariable analysis. Conclusions: Although further investigation is warranted to determine the degree of adherence to exercise restriction, the recommendation of restriction alone is not associated with increasing BMI or decreasing exercise performance in the short-term.

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Substance Use Among Patients Receiving Out- and Inpatient Dependence Care: a Prospective Norwegian Cohort Study From 2016 to 2020

10.21203/rs.3.rs-566225/v1 ◽

2021 ◽

Author(s):

Jørn Henrik Vold ◽

Fatemeh Chalabianloo ◽

Christer F. Aas ◽

Else-Marie Løberg ◽

Kjell Arne Johansson ◽

...

Keyword(s):

Substance Use ◽

Mixed Model ◽

Linear Mixed Model ◽

Severity Index ◽

Future Research ◽

Opioid Agonist ◽

Low Threshold ◽

The Mean ◽

The Impact ◽

Over Time

Abstract BackgroundContinuous use of amphetamines, alcohol, benzodiazepines, cannabis, cocaine, or opioids contributes to health impairments, increased morbidity, and overdose deaths among patients with substance use disorders (SUDs). This study evaluates the impact of inpatient detoxification, specialized opioid agonist therapy (OAT), and low-threshold municipality care on substance use over time. MethodsWe used data from a cohort of SUD patients in Norway through health assessments of self-reported substance use and sociodemographic and clinical factors. A total of 881 substance use measurements, including type and amount of substances, were assessed from 708 SUD patients in 2016-2020. Substance use for individual and total substances was calculated, creating a substance use severity index (SUSI) ranging from zero (no use) to one (daily use). We defined baseline as the first substance use measurement when the measurements were listed chronologically. Time was defined as years from baseline. We used a linear mixed model to analyze associations between the SUSI and inpatient detoxification, specialized OAT compared with low-threshold municipality care, as well as the factors like injecting substance use, gender, and age, presented with coefficients and 95% confidence intervals (CI).ResultsNeither inpatient detoxification (mean SUSI change: 0.01, -0.03;0.04) nor specialized OAT (0.03, -0.09;0.14) compared with low-threshold municipality care were associated with changes in substance use over time. Patients who were over 60 years of age (mean SUSI difference: -0.06, -0.13;0.00) had a lower SUSI than those under 30 years of age, while patients who injected substances had a higher SUSI than those who did not inject substances (0.18, 0.15;0.20) at baseline. The mean SUSI for the individual substances were 0.50 (standard deviation (SD): 0.38) for cannabis, 0.40 (0.37) for benzodiazepines, 0.33 (0.34) for amphetamines and cocaine, 0.31 (0.29) for alcohol, and 0.22 (0.31) for opioids at baseline. The mean SUSI of all substances was 0.35 (0.20). Conclusion The present study demonstrates that neither inpatient detoxification nor specialized OAT compared to low-threshold municipality care were associated with changes in substance use over time. Future research needs to evaluate the impact on substance use and healthy survival of multiple health care interventions to this patient group.

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How nursing students’ placement preferences and perceptions of community care develop in a more ‘community-oriented’ curriculum; A longitudinal cohort study

10.21203/rs.2.22660/v1 ◽

2020 ◽

Author(s):

Margriet van Iersel ◽

Corine Latour ◽

Marjon van Rijn ◽

Rien de Vos ◽

Paul A. Kirschner ◽

...

Keyword(s):

Nursing Students ◽

Labour Market ◽

Nursing Student ◽

Mixed Model ◽

Linear Mixed Model ◽

Community Care ◽

Individual Level ◽

Nursing Curricula ◽

Marginal Means ◽

Over Time

Abstract Background: Extramuralisation in healthcare has influenced medical and nursing curricula internationally with the incorporation of themes related to primary/ community care. Despite this, students do not easily change their career preferences. The hospital is still favourite, leading to labour market shortages in extramural care. This study investigates how baccalaureate nursing students’ perceptions of community care and placement preferences develop over time in a more 'community-care-oriented' curriculum, to gain insights on which curriculum elements potentially influence career choices. Methods: A nursing student cohort of a University of Applied Sciences in the Netherlands ( n = 273) underwent a new four-year curriculum containing extended elements of community care. The primary outcome was assessed with the Scale on Community Care Perceptions (SCOPE). Data were collected each year of study. Descriptive statistics were used to investigate students’ placement preferences and perceptions, and linear mixed model techniques (LMMs) for measuring how students’ perceptions develop over time. Patterns of placement preferences at individual level were visualised. Results: Students’ perceptions of community care, as measured with SCOPE, show a slight decrease between year 1 and 4, while items mutually differ substantially. In contrast, the preference of community care for a placement increases from 2.6% in year 1 tot 8.2% in year 4. The hospital is favourite in year 1 (79.8%), and remains most popular. At individual level, students often change placement preferences, although a preference for the hospital is more consistent. The LMMs indicates that, at the four time-points, the estimated marginal means of students’ perceptions fluctuate between 6 and 7 (range 1-10). A placement in community care did not positively influence students’ perceptions, and an intensive one week theoretical programme was only temporarily influential. Conclusion: Although interest for placement in community care increased substantially, it was not clear which curriculum elements stimulated this, nor did the curriculum positively influence students’ perceptions. As most students do not look forward to the high responsibility of the field, other curricula with educational tracks for more mature students/ nurses with a vocational training may be an alternative contribution to solving the labour market problems in community care.

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Micronized Palmitoylethanolamide-Polydatin Reduces the Painful Symptomatology in Patients with Interstitial Cystitis/Bladder Pain Syndrome

BioMed Research International ◽

10.1155/2019/9828397 ◽

2019 ◽

Vol 2019 ◽

pp. 1-6 ◽

Cited By ~ 1

Author(s):

M. Cervigni ◽

L. Nasta ◽

C. Schievano ◽

N. Lampropoulou ◽

E. Ostardo

Keyword(s):

Interstitial Cystitis ◽

Pelvic Pain ◽

Mixed Model ◽

Linear Mixed Model ◽

Pain Syndrome ◽

Bladder Pain Syndrome ◽

Symptom Scale ◽

Open Label ◽

Bladder Pain ◽

Over Time

Aims. To assess the efficacy of a micronized-palmitoylethanolamide-polydatin (m-PEA-Pol) based product on chronic pelvic pain and severity of other symptoms in interstitial cystitis/bladder pain syndrome (IC/BPS) patients refractory to conventional therapies. Methods. A pilot, open-label bicentric study was carried out involving 32 IC/BPS patients. Chronic, oral m-PEA-Pol treatment lasted 6 months. Bladder pain was evaluated using the visual analog scale, while changes from baseline in other urinary symptoms were evaluated by means of the O’Leary-Sant Interstitial Cystitis Symptom and Problem Index and the Pelvic Pain and Urgency/Frequency (PUF) symptom scale questionnaires. The generalized linear mixed model was used to evaluate significant mean changes across time. Results. A significant and progressive reduction of pain intensity was observed during m-PEA-Pol treatment (p<0.0001 for reduction over time). The effect was associated with a reduction in severity of patients’ symptoms evaluated with the O’Leary-Sant questionnaire (p=0.0110 and p=0.0014 for cystitis symptoms and problem mean scores, respectively) and the PUF scale (p=0.0163 and p=0.0005 for symptom and bother mean scores, respectively). m-PEA-Pol therapy elicited a significant reduction over time in the urinary frequency evaluated with voiding diary (p=0.0005) and a small but not significant improvement of bladder capacity. Conclusions. These data highlight the potential benefit of m-PEA-Pol in patients with rare pathology such as IC/BPS and confirm the good safety profile of micronized PEA-based products.

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Change Point Detection For Clustered Expression Data In Short Time Series.

10.21203/rs.3.rs-605289/v1 ◽

2021 ◽

Author(s):

Miriam Sieg ◽

Lina Katrin Sciesielski ◽

Karin Kirschner ◽

Jochen Kruppa

Keyword(s):

Time Series ◽

Confidence Intervals ◽

Change Point ◽

Mixed Model ◽

Linear Mixed Model ◽

Change Point Detection ◽

Change Points ◽

Point Detection ◽

Over Time ◽

Time Point

Abstract Background: In longitudinal studies, observations are made over time. Hence, the single observations at each time point are dependent, making them a repeated measurement. In this work, we explore a different, counterintuitive setting: At each developmental time point, a lethal observation is performed on the pregnant or nursing mother. Therefore, the single time points are independent. Furthermore, the observation in the offspring at each time point is correlated with each other because each litter consists of several (genetically linked) littermates. In addition, the observed time series is short from a statistical perspective as animal ethics prevent killing more mother mice than absolutely necessary, and murine development is short anyway. We solve these challenges by using multiple contrast tests and visualizing the change point by the use of confidence intervals.Results: We used linear mixed models to model the variability of the mother. The estimates from the linear mixed model are then used in multiple contrast tests.There are a variety of contrasts and intuitively, we would use the Changepoint method. However, it does not deliver satisfying results. Interestingly, we found two other contrasts, both capable of answering different research questions in change point detection: i) Should a single point with change direction be found, or ii) Should the overall progression be determined? The Sequen contrast answers the first, the McDermott the second. Confidence intervals deliver effect estimates for the strength of the potential change point. Therefore, the scientist can define a biologically relevant limit of change depending on the research question.Conclusion: We present a solution with effect estimates for short independent time series with observations nested at a given time point. Multiple contrast tests produce confidence intervals, which allow determining the position of change points or to visualize the expression course over time. We suggest to use McDermott’s method to determine if there is an overall significant change within the time frame, while Sequen is better in determining specific change points. In addition, we offer a short formula for the estimation of the maximal length of the time series.

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