AFFECT: an R package for accelerated functional failure time model with error-contaminated survival times and applications to gene expression data.

BACKGROUND: Survival analysis has been used to characterize the time-to-event data. In medical studies, a typical application is to analyze the survival time of specific cancers by using high-dimensional gene expressions. The main challenges include the involvement of non-informaive gene expressions and possibly nonlinear relationship between survival time and gene expressions. Moreover, due to possibly imprecise data collection or wrong record, measurement error might be ubiquitous in the survival time and its censoring status. Ignoring measurement error effects may incur biased estimator and wrong conclusion. RESULTS: To tackle those challenges and derive a reliable estimation with efficiently computational implementation, we develop the R package AFFECT, which is referred to Accelerated Functional Failure time model with Error-Contaminated survival Times. CONCLUSIONS: This package aims to correct for measurement error effects in survival times and implements a boosting algorithm under corrected data to determine informative gene expressions as well as derive the corresponding nonlinear functions.

Predictors of ICU Surrogates' States of Concurrent Prolonged Grief, Post-Traumatic Stress, and Depression Symptoms.

OBJECTIVES: Scarce research explores factors of concurrent psychologic distress (prolonged grief disorder [PGD], post-traumatic stress disorder [PTSD], and depression). This study models surrogates' longitudinal, heterogenous grief-related reactions and multidimensional risk factors drawing from the integrative framework of predictors for bereavement outcomes (intrapersonal, interpersonal, bereavement-related, and death-circumstance factors), emphasizing clinical modifiability. DESIGN: Prospective cohort study. SETTING: Medical ICUs of two Taiwanese medical centers. SUBJECTS: Two hundred eighty-eight family surrogates. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Factors associated with four previously identified PGD-PTSD-depressive-symptom states (resilient, subthreshold depression-dominant, PGD-dominant, and PGD-PTSD-depression concurrent) were examined by multinomial logistic regression modeling (resilient state as reference). Intrapersonal: Prior use of mood medications correlated with the subthreshold depression-dominant state. Financial hardship and emergency department visits correlated with the PGD-PTSD-depression concurrent state. Higher anxiety symptoms correlated with the three more profound psychologic-distress states (adjusted odds ratio [95% CI] = 1.781 [1.562-2.031] to 2.768 [2.288-3.347]). Interpersonal: Better perceived social support was associated with the subthreshold depression-dominant state. Bereavement-related: Spousal loss correlated with the PGD-dominant state. Death circumstances: Provision of palliative care (8.750 [1.603-47.768]) was associated with the PGD-PTSD-depression concurrent state. Surrogate-perceived quality of patient dying and death as poor-to-uncertain (4.063 [1.531-10.784]) correlated with the subthreshold depression-dominant state, poor-to-uncertain (12.833 [1.231-133.775]), and worst (12.820 [1.806-91.013]) correlated with the PGD-PTSD-depression concurrent state. Modifiable social-worker involvement (0.004 [0.001-0.097]) and a do-not-resuscitate order issued before death (0.177 [0.032-0.978]) were negatively associated with the PGD-PTSD-depression concurrent and the subthreshold depression-dominant state, respectively. Apparent unmodifiable buffering factors included surrogates' higher educational attainment, married status, and longer time since loss. CONCLUSIONS: Surrogates' concurrent bereavement distress was positively associated with clinically modifiable factors: poor quality dying and death, higher surrogate anxiety, and palliative care-commonly provided late in the terminal-illness trajectory worldwide. Social-worker involvement and a do-not-resuscitate order appeared to mitigate risk.

Associations Between Family-Assessed Quality-of-Dying-and-Death Latent Classes and Bereavement Outcomes for Family Surrogates of ICU Decedents.

OBJECTIVES: To examine associations between family surrogates' bereavement outcomes and four previously determined quality of dying and death (QODD) latent classes (high, moderate, poor-to-uncertain, and worst). DESIGN: Prospective, longitudinal, observational study. SETTING: Medical ICUs at two academically affiliated medical centers in Taiwan. PATIENTS/PARTICIPANTS: Three hundred nine family surrogates responsible for decision-making for critically ill patients at high risk of death (Acute Physiology and Chronic Health Evaluation II scores > 20) from a disease. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Participants were assessed by the depression and anxiety subscales of the Hospital Anxiety and Depression Scale, the Impact of Event Scale-Revised, 11 items of the Prolonged Grief Disorder (PGD) scale, and the Medical Outcomes Study 36-Item Short-Form Health Survey at 1, 3, 6, 13, 18, and 24 months post-loss. We simultaneously examined associations of four QODD latent classes with physical and mental health-related quality of life (HRQOL) and symptoms of anxiety, depression, post-traumatic stress disorder (PTSD), and PGD assessed over 24 bereavement months using multivariate hierarchical linear modeling. Surrogates' distinct QODD latent classes assessed at 1-month post-loss were significantly associated with bereavement outcomes, except for physical HRQOL and PGD symptoms. Significantly more depressive symptoms and worse mental HRQOL (ß [95% CI]) were reported by bereaved surrogates in the moderate (1.958 [1.144-2.772], -2.245 [-3.961 to -0.529]), poor-to-uncertain (2.224 [1.438-3.010], -7.026 [-8.683 to -5.369]), and worst (2.081 [1.215-2.964], -4.268 [-6.096 to -2.440]) QODD classes than those in the high QODD class. Bereaved surrogates in the moderate (2.095 [1.392-2.798]) and poor-to-uncertain (0.801 [0.123-1.480]) QODD classes reported more anxiety symptoms, whereas those in the poor-to-uncertain QODD class suffered more PTSD symptoms (2.889 [1.005-4.774]) than those in the high QODD class. CONCLUSIONS: The four distinct QODD latent classes were significantly associated with ICU family surrogates' bereavement outcomes, suggesting targets to improve end-of-life care quality in ICUs.

The immunoproteasome subunit ß2i ameliorates myocardial ischemia/reperfusion injury by regulating Parkin-Mfn1/2-mediated mitochondrial fusion.

Mitochondrial dynamics are critical for maintaining mitochondrial morphology and function during cardiac ischemia and reperfusion (I/R). The immunoproteasome complex is an inducible isoform of the proteasome that plays a key role in modulating inflammation and some cardiovascular diseases, but the importance of immunoproteasome catalytic subunit ß2i (also known as LMP10 or MECL1) in regulating mitochondrial dynamics and cardiac I/R injury is largely unknown. Here, using ß2i-knockout (KO) mice and rAAV9-ß2i-injected mice, we discovered that ß2i expression and its trypsin-like activity were significantly attenuated in the mouse I/R myocardium and in patients with myocardial infarction (MI). Moreover, ß2i-KO mice exhibited greatly enhanced I/R-mediated cardiac dysfunction, infarct size, myocyte apoptosis and oxidative stress accompanied by excessive mitochondrial fission due to Mfn1/2 and Drp1 imbalance. Conversely, cardiac overexpression of ß2i in mice injected with recombinant adeno-associated virus 9 (rAAV9)-ß2i ameliorated cardiac I/R injury. Mechanistically, I/R injury reduced ß2i expression and activity, which increased the expression of the E3 ligase Parkin protein and promoted the degradation of mitofusin 1/2 (Mfn1/2), leading to excessive mitochondrial fission. In conclusion, our data suggest for the first time that ß2i exerts a protective role against cardiac I/R injury and that increasing ß2i expression may be a new therapeutic option for cardiac ischemic disease in clinical practice. Graphical abstract showing how the immunoproteasome subunit ß2i ameliorates myocardial I/R injury by regulating Parkin-Mfn1/2-mediated mitochondrial fusion.

Tunable warm white light emission and energy transfer of Dy3+ co-doped Sr2 LaZrO5.5 :Eu3+ phosphors.

Eu3+ ,Dy3+ co-doped Sr2 LaZrO5.5 -based phosphors were prepared through a sol-gel method. Through characterization, it was found that the Sr2 LaZrO5.5 -based fluorescent powder co-doped with Eu3+ and Dy3+ had a cubic structure. At an excitation wavelength of 290 nm, the substrate Sr2 LaZrO5.5 exhibited strong blue emission at 468 nm, and the Sr2 LaZrO5.5 :18%Eu3+ phosphor exhibited a strong red emission peak at 612 nm. When the doping amount of Dy3+ was 5, 8, 12, 15, or 18%, the Sr2 LaZrO5.5 :18%Eu3+ phosphor changed from an orange-red light, to a warm white light, and to a cold white light. According to the emission spectra, the emission intensities of the substrates Sr2 LaZrO5.5 and Sr2 LaZrO5.5 :Eu3+ decreased with increasing Dy3+ concentration, confirming the energy transfer between the host Sr2 LaZrO5.5 -Eu3+ ,Dy3+ , and resulting in a lower CCT value, with significantly improved white light emission.

Recommended assessment and management of sleep disordered breathing in patients with atrial fibrillation, hypertension and heart failure: Taiwan Society of Cardiology/Taiwan Society of sleep Medicine/Taiwan Society of pulmonary and Critical Care Medicine joint consensus statement.

Sleep disordered breathing (SDB) is highly prevalent and may be linked to cardiovascular disease in a bidirectional manner. The Taiwan Society of Cardiology, Taiwan Society of Sleep Medicine and Taiwan Society of Pulmonary and Critical Care Medicine established a task force of experts to evaluate the evidence regarding the assessment and management of SDB in patients with atrial fibrillation (AF), hypertension and heart failure with reduced ejection fraction (HFrEF). The GRADE process was used to assess the evidence associated with 15 formulated questions. The task force developed recommendations and determined strength (Strong, Weak) and direction (For, Against) based on the quality of evidence, balance of benefits and harms, patient values and preferences, and resource use. The resulting 11 recommendations are intended to guide clinicians in determining which the specific patient-care strategy should be utilized by clinicians based on the needs of individual patients.

Weight Status, Autonomic Function, and Systemic Inflammation in Children with Obstructive Sleep Apnea.

Children with obstructive sleep apnea (OSA) frequently experience chronic low-grade systemic inflammation, with the inflammasome playing a central role in OSA. This cross-sectional study evaluated the relationship between weight status, autonomic function, and systemic inflammation in a cohort of 55 children with OSA, predominantly boys (78%) with an average age of 7.4 ± 2.2 years and an apnea-hypopnea index of 14.12 ± 17.05 events/hour. Measurements were taken of body mass index (BMI), sleep heart-rate variability, morning circulatory levels of interleukin-1ß, interleukin-1 receptor antagonist, and interleukin-6, and tumor necrosis factor-α, anthropometry, and polysomnography. Multiple linear regression modeling showed that an apnea-hypopnea index was significantly associated with BMI, the standard deviation of successive differences between normal-to-normal intervals during N3 sleep, and the proportion of normal-to-normal interval pairs differing by more than 50 ms during rapid-eye-movement sleep. A moderated mediation model revealed that interleukin-1 receptor antagonist levels mediated the association between BMI and interleukin-6 levels, with sympathovagal balance during N3 sleep and minimum blood oxygen saturation further moderating these relationships. This study highlights the complex relationships between BMI, polysomnographic parameters, sleep heart-rate-variability metrics, and inflammatory markers in children with OSA, underlining the importance of weight management in this context.

ICU Bereaved Surrogates' Transition Through States of Co-Occurring Prolonged Grief Disorder, Posttraumatic Stress Disorder, and Depression Symptoms.

OBJECTIVES: Grief-related psychological distress often co-occurs to conjointly impair function during bereavement. Knowledge of comorbid grief-related psychological distress is limited: no longitudinal study has examined dynamic patterns of co-occurring prolonged grief disorder (PGD), posttraumatic stress disorder (PTSD), and depression, and previous assessment time frames have been variable and potentially inadequate given the duration criterion for PGD. Therefore, the purpose of this study was to investigate the transition of distinct symptom states based on the co-occurrence of PGD, PTSD, and depression symptoms for ICU bereaved surrogates over their first two bereavement years. DESIGN: Prospective, longitudinal, observational study. SETTING: Medical ICUs at two academically affiliated medical centers in Taiwan. PATIENTS/PARTICIPANTS: Three hundred three family surrogates responsible for decision-making for critically ill patients at high risk of death (Acute Physiology and Chronic Evaluation II scores > 20) from a disease. INTERVENTION: None. MEASUREMENTS AND MAIN RESULTS: Participants were assessed by 11 items of the Prolonged Grief Disorder (PG-13) scale, the Impact of Event Scale-Revised, and the depression subscale of the Hospital Anxiety and Depression Scale at 6, 13, 18, and 24 months postloss. PGD-PTSD-depression-symptom states and their evolution were examined by latent transition analysis. The following four distinct PGD-PTSD-depression-symptom states (prevalence) were initially identified: resilient (62.3%), subthreshold depression-dominant (19.9%), PGD-dominant (12.9%), and PGD-PTSD-depression comorbid (4.9%) states. These PGD-PTSD-depression-symptom states remained highly stable during the first two bereavement years, with transitions predominantly toward resilience. Prevalence for each state at 24 months postloss was 82.1%, 11.4%, 4.0%, and 2.5%, respectively. CONCLUSIONS: Four highly stable PGD-PTSD-depression-symptom states were identified, highlighting the importance of screening for subgroups of ICU bereaved surrogates with increased PGD or comorbid PGD, PTSD, and depression symptoms during early bereavement.

Analysis of length-biased and partly interval-censored survival data with mismeasured covariates.

In this paper, we analyze the length-biased and partly interval-censored data, whose challenges primarily come from biased sampling and interfere induced by interval censoring. Unlike existing methods that focus on low-dimensional data and assume the covariates to be precisely measured, sometimes researchers may encounter high-dimensional data subject to measurement error, which are ubiquitous in applications and make estimation unreliable. To address those challenges, we explore a valid inference method for handling high-dimensional length-biased and interval-censored survival data with measurement error in covariates under the accelerated failure time model. We primarily employ the SIMEX method to correct for measurement error effects and propose the boosting procedure to do variable selection and estimation. The proposed method is able to handle the case that the dimension of covariates is larger than the sample size and enjoys appealing features that the distributions of the covariates are left unspecified.

Temporal reciprocal relationships among anxiety, depression, and posttraumatic stress disorder for family surrogates from intensive care units over their first two bereavement years.

BACKGROUND/OBJECTIVE: Bereaved family surrogates from intensive care units (ICU) are at risk of comorbid anxiety, depression, and post-traumatic stress disorder (PTSD), but the temporal reciprocal relationships among them have only been examined once among veterans. This study aimed to longitudinally investigate these never-before-examined temporal reciprocal relationships for ICU family members over their first two bereavement years. METHODS: In this prospective, longitudinal, observational study, symptoms of anxiety, depression, and PTSD were assessed among 321 family surrogates of ICU decedents from 2 academically affiliated hospitals in Taiwan by the anxiety and depression subscales of the Hospital Anxiety and Depression Scale, and the Impact of Event Scale-Revised, respectively at 1, 3, 6, 13, 18, and 24 months postloss. Cross-lagged panel modeling was conducted to longitudinally examine the temporal reciprocal relationships among anxiety, depression, and PTSD. RESULTS: Examined psychological-distress levels were markedly stable over the first 2 bereavement years: autoregressive coefficients for symptoms of anxiety, depression, and PTSD were 0.585-0.770, 0.546-0.780, and 0.440-0.780, respectively. Cross-lag coefficients showed depressive symptoms predicted PTSD symptoms in the first bereavement year, whereas PTSD symptoms predicted depressive symptoms in the second bereavement year. Anxiety symptoms predicted symptoms of depression and PTSD at 13 and 24 months postloss, whereas depressive symptoms predicted anxiety symptoms at 3 and 6 months postloss while PTSD symptoms predicted anxiety symptoms during the second bereavement year. CONCLUSIONS: Different patterns of temporal relationships among symptoms of anxiety, depression, and PTSD over the first 2 bereavement years present important opportunities to target symptoms of specific psychological distress at different points during bereavement to prevent the onset, exacerbation, or maintenance of subsequent psychological distress.

A note of feature screening via a rank-based coefficient of correlation.

Feature screening is a useful and popular tool to detect informative predictors for ultrahigh-dimensional data before developing statistical analysis or constructing statistical models. While a large body of feature screening procedures has been developed, most methods are restricted to examine either continuous or discrete responses. Moreover, even though many model-free feature screening methods have been proposed, additional assumptions are imposed in those methods to ensure their theoretical results. To address those difficulties and provide simple implementation, in this paper we extend the rank-based coefficient of correlation to develop a feature screening procedure. We show that this new screening criterion is able to deal with continuous and binary responses. Theoretically, the sure screening property is established to justify the proposed method. Simulation studies demonstrate that the predictors with nonlinear and oscillatory trajectories are successfully retained regardless of the distribution of the response. Finally, the proposed method is implemented to analyze two microarray datasets.

ICU bereaved surrogates' comorbid psychological-distress states and their associations with prolonged grief disorder.

BACKGROUND/OBJECTIVE: Bereaved ICU family surrogates' psychological distress, e.g., anxiety, depression, and post-traumatic stress disorder (PTSD), is usually examined independently, despite the well-recognized comorbidity of these symptoms. Furthermore, the few studies exploring impact of psychological distress on development of prolonged grief disorder (PGD) did not consider the dynamic impact of symptom evolution. We identified surrogates' distinct patterns/states of comorbid psychological distress and their evolution over the first 3 months of bereavement and evaluated their associations with PGD at 6-month postloss. METHODS: A longitudinal observational study was conducted on 319 bereaved surrogates. Symptoms of anxiety, depression, PTSD, and PGD were measured by the anxiety and depression subscales of the Hospital Anxiety and Depression Scale, Impact of Event Scale-Revised scale, and the PGD-13, respectively. Distinct psychological-distress states and their evolution were examined by latent transition analysis. Association between psychological-distress states and PGD symptoms was examined by logistic regression. RESULTS: Three distinct comorbid psychological-distress states (prevalence) were initially identified: no distress (56.3%), severe-depressive/borderline-anxiety distress (30.5%), and severe-anxiety/depressive/PTSD distress (13.3%). Except for those in the stable no-distress state, surrogates tended to regress to states of less psychological distress at the subsequent assessment. The proportion of participants in each psychological-distress state changed to no distress (76.8%), severe-depressive/borderline-anxiety distress (18.6%), and severe-anxiety/depressive/PTSD distress (4.6%) at 3-month postloss. Surrogates in the severe-depressive/borderline-anxiety distress and severe-anxiety/depressive/PTSD-distress state at 3-month postloss were more likely to develop PGD at 6-month postloss (OR [95%] = 14.58 [1.48, 143.54] and 104.50 [10.45, 1044.66], respectively). CONCLUSIONS: A minority of family surrogates of ICU decedents suffered comorbid severe-depressive/borderline-anxiety distress and severe-anxiety/depressive/PTSD symptoms during early bereavement, but they were more likely to progress into PGD at 6-month postloss.

How symptoms of prolonged grief disorder, posttraumatic stress disorder, and depression relate to each other for grieving ICU families during the first two years of bereavement.

BACKGROUND: Bereaved ICU family surrogates are at risk of comorbid prolonged grief disorder (PGD), posttraumatic stress disorder (PTSD), and depression. Knowledge about temporal relationships between PGD, PTSD, and depression is limited by a lack of relevant studies and diverse or inappropriate assessment time frames given the duration criterion for PGD. We aimed to determine the temporal reciprocal relationships between PGD, PTSD, and depressive symptoms among ICU decedents' family surrogates during their first 2 bereavement years with an assessment time frame reflecting the PGD duration criterion. METHODS: This prospective, longitudinal, observational study examined PGD, PTSD, and depressive symptoms among 303 family surrogates of ICU decedents from two academic hospitals using 11 items of the Prolonged Grief Disorder-13, the Impact of Event Scale-Revised, and the depression subscale of the Hospital Anxiety and Depression Scale, respectively, at 6, 13, 18, and 24 months post-loss. Cross-lagged panel modeling was conducted: autoregressive coefficients indicate variable stability, and cross-lagged coefficients indicate the strength of reciprocal relationships among variables between time points. RESULTS: Symptoms (autoregressive coefficients) of PGD (0.570-0.673), PTSD (0.375-0.687), and depression (0.591-0.655) were stable over time. Cross-lagged standardized coefficients showed that depressive symptoms measured at 6 months post-loss predicted subsequent symptoms of PGD (0.146) and PTSD (0.208) at 13 months post-loss. PGD symptoms did not predict depressive symptoms. PTSD symptoms predicted subsequent depressive symptoms in the second bereavement year (0.175-0.278). PGD symptoms consistently predicted subsequent PTSD symptoms in the first 2 bereavement years (0.180-0.263), whereas PTSD symptoms predicted subsequent PGD symptoms in the second bereavement year only (0.190-0.214). PGD and PTSD symptoms are bidirectionally related in the second bereavement year. CONCLUSIONS: PGD, PTSD, and depressive symptoms can persist for 2 bereavement years. Higher PGD symptoms at 6 months post-loss contributed to the exacerbation of PTSD symptoms over time, whereas long-lasting PTSD symptoms were associated with prolonged depression and PGD symptoms beyond the first bereavement year. Identification and alleviation of depression and PGD symptoms as early as 6 months post-loss enables bereaved surrogates to grieve effectively and avoid the evolution of those symptoms into long-lasting PGD, PTSD, and depression.

Effects of Curcuma longa L., Eucommia ulmoides Oliv. and Gynostemma pentaphyllum (Thunb.) Makino on Cytokine Production in Stimulated Peripheral Blood Mononuclear Cells in Patients with Tuberculosis.

BACKGROUND: Tuberculosis (TB) infection triggers the innate and adaptive immune responses. Eucommia ulmoides Oliv., Gynostemma pentaphyllum (Thunb.) Makino, and Curcuma longa L. extracts exhibit various immunomodulatory effects. OBJECTIVE: This study aimed to determine the effects of 3 extracts used in Traditional Chinese Medicine (TCM) on cytokine production in peripheral blood mononuclear cells (PBMCs) obtained from patients with TB. DESIGN: The research team performed an in vitro study with self controls. SETTING: The study took place at the Department of Pulmonary and Critical Care Medicine, Chang Gung Memorial Hospital, Taiwan. PARTICIPANTS: 18 patients diagnosed with pulmonary TB were enrolled in the study. INTERVENTION: Purified protein derivative (PPD)-stimulated PBMCs were cultured for 48 h in the presence and absence of 0.05 or 0.1 mg/mL of herbal extracts. OUTCOME MEASURES: Cytokine levels of interferon (IFN)-γ, interleukin (IL)-10, IL-12, tumor necrosis factor (TNF)-α and transforming growth factor (TGF)-ß1 in the culture supernatant were measured. RESULTS: C longa L., E ulmoides Oliv. and G pentaphyllum (Thunb.) Makino extracts decreased IFN-γ production in PPD-stimulated PBMCs. C longa L. extract did not exhibit a marked and consistent effect on the production of IL-10, IL-12, TNF-α and TGF-ß1. E ulmoides Oliv. extract increased the production of IL-10, TNF-α and TGF-ß1. G pentaphyllum (Thunb.) Makino extract increased the production of IL-10, IL-12, TNF-α and TGF-ß1. CONCLUSION: These results show that G pentaphyllum (Thunb.) Makino might enhance cell immunity since it increased the production of IL-12 and TNF-α with dose effect.

Decreased Monocyte HLA-DR Expression in Patients with Sepsis and Acute Kidney Injury.

Background and objectives: Acute kidney injury (AKI) is common in critically ill patients, especially those with sepsis. Persistently low human leukocyte antigen (HLA)-DR expression in monocytes reflects the decreased function of antigen-presenting cells, contributing to poor outcomes in sepsis. This study aimed to establish an association between AKI and HLA-DR expression in monocytes of patients with sepsis. Materials and Methods: We detected HLA-DR expression in monocytes and measured plasma levels of S100A12, high-mobility group box 1 (HMGB1), advanced glycation end products (AGE), and soluble receptor for AGE (sRAGE) from septic patients and healthy controls. Results: HLA-DR expression in monocytes was decreased in patients with AKI than in those without AKI (29.8 ± 5.0% vs. 53.1 ± 5.8%, p = 0.005). Compared with AKI patients, the mean monocyte HLA-DR expression in patients with end-stage renal disease was increased without statistical significance. There were no differences in the AGE/sRAGE ratio and plasma levels of S100A12, HMGB1, AGE, and sRAGE between patients with and without AKI. Conclusions: Compared with septic patients without AKI, patients with AKI had significantly lower HLA-DR expression in monocytes. The role of hemodialysis in monocyte HLA-DR expression needs further studies to explore.

End-of-Life-Care Quality in ICUs Is Associated With Family Surrogates' Severe Anxiety and Depressive Symptoms During Their First 6 Months of Bereavement.

OBJECTIVES: Evidence linking end-of-life-care quality in ICUs to bereaved family members' psychologic distress remains limited by methodological insufficiencies of the few studies on this topic. To examine comprehensively the associations of family surrogates' severe anxiety and depressive symptoms with end-of-life-care quality in ICUs over their first 6 months of bereavement. DESIGN: Prospective, longitudinal, observational study. SETTING/PARTICIPANTS: Family surrogates (n = 278) were consecutively recruited from seven medical ICUs at two academically affiliated medical centers in Taiwan. MEASUREMENTS AND STATISTICAL ANALYSIS: Family surrogates' anxiety and depressive symptoms were assessed 1, 3, and 6 months postloss using the Hospital Anxiety and Depression Scale. Family satisfaction with end-of-life care in ICUs was assessed 1-month postloss by the Family Satisfaction in the ICU questionnaire. Patients' end-of-life care was documented over the patient's ICU stay. Associations of severe anxiety and depressive symptoms (scores ≥ 8 for each subscale) with end-of-life-care quality in ICUs (documented by patient care received and family satisfaction with end-of-life care in ICUs) were examined by multivariate logistic regression models with generalized estimating equation. MAIN RESULTS: Prevalence of severe anxiety and depressive symptoms decreased significantly over time. Surrogates' lower likelihood of severe anxiety or depressive symptoms 3-6 month postloss was associated with death without cardiopulmonary resuscitation, withdrawing life-sustaining treatments, and higher family satisfaction with end-of-life care in ICUs. Bereaved surrogates' higher likelihood of these symptoms was associated with physician-surrogate prognostic communication and conducting family meetings before patients died. CONCLUSIONS: End-of-life-care quality in ICUs is associated with bereaved surrogates' psychologic well-being. Enhancing end-of-life-care quality in ICUs by improving the process of end-of-life care, for example, promoting death without cardiopulmonary resuscitation, withdrawing life-sustaining treatments, and increasing family satisfaction with end-of-life care, can lighten bereaved family surrogates' severe anxiety symptoms and severe depressive symptoms.

Analysis of noisy survival data with graphical proportional hazards measurement error models.

In survival data analysis, the Cox proportional hazards (PH) model is perhaps the most widely used model to feature the dependence of survival times on covariates. While many inference methods have been developed under such a model or its variants, those models are not adequate for handling data with complex structured covariates. High-dimensional survival data often entail several features: (1) many covariates are inactive in explaining the survival information, (2) active covariates are associated in a network structure, and (3) some covariates are error-contaminated. To hand such kinds of survival data, we propose graphical PH measurement error models and develop inferential procedures for the parameters of interest. Our proposed models significantly enlarge the scope of the usual Cox PH model and have great flexibility in characterizing survival data. Theoretical results are established to justify the proposed methods. Numerical studies are conducted to assess the performance of the proposed methods.

Course and predictors of posttraumatic stress-related symptoms among family members of deceased ICU patients during the first year of bereavement.

BACKGROUND/OBJECTIVE: Death in intensive care units (ICUs) may increase bereaved family members' risk for posttraumatic stress disorder (PTSD). However, posttraumatic stress-related symptoms (hereafter as PTSD symptoms) and their precipitating factors were seldom examined among bereaved family members and primarily focused on associations between PTSD symptoms and patient/family characteristics. We aimed to investigate the course and predictors of clinically significant PTSD symptoms among family members of deceased ICU patients by focusing on modifiable quality indicators for end-of-life ICU care. METHOD: In this longitudinal observational study, 319 family members of deceased ICU patients were consecutively recruited from medical ICUs from two Taiwanese medical centers. PTSD symptoms were assessed at 1, 3, 6, and 13 months post-loss using the Impact of Event Scale-Revised (IES-R). Family satisfaction with end-of-life care in ICUs was assessed at 1 month post-loss. End-of-life care received in ICUs was documented over the patient's ICU stay. Predictors for developing clinically significant PTSD symptoms (IES-R score ≥ 33) were identified by multivariate logistic regression with generalized estimating equation modeling. RESULTS: The prevalence of clinically significant PTSD symptoms decreased significantly over time (from 11.0% at 1 month to 1.6% at 13 months post-loss). Longer ICU stays (adjusted odds ratio [95% confidence interval] = 1.036 [1.006, 1.066]), financial insufficiency (3.166 [1.159, 8.647]), and reported use of pain medications (3.408 [1.230, 9.441]) by family members were associated with a higher likelihood of clinically significant PTSD symptoms among family members during bereavement. Stronger perceived social support (0.937 [0.911, 0.965]) and having a Do-Not-Resuscitate (DNR) order issued before the patient's death (0.073 [0.011, 0.490]) were associated with a lower likelihood of clinically significant PTSD symptoms. No significant association was observed for family members' satisfaction with end-of-life care (0.988 [0.944, 1.034]) or decision-making in ICUs (0.980 [0.944, 1.018]). CONCLUSIONS: The likelihood of clinically significant PTSD symptoms among family members decreased significantly over the first bereavement year and was lower when a DNR order was issued before death. Enhancing social support and facilitating a DNR order may reduce the trauma of ICU death of a beloved for family members at risk for developing clinically significant PTSD symptoms.

Mechanical power during extracorporeal membrane oxygenation and hospital mortality in patients with acute respiratory distress syndrome.

BACKGROUND: Mechanical power (MP) refers to the energy delivered by a ventilator to the respiratory system per unit of time. MP referenced to predicted body weight (PBW) or respiratory system compliance have better predictive value for mortality than MP alone in acute respiratory distress syndrome (ARDS). Our objective was to assess the potential impact of consecutive changes of MP on hospital mortality among ARDS patients receiving extracorporeal membrane oxygenation (ECMO). METHODS: We performed a retrospective analysis of patients with severe ARDS receiving ECMO in a tertiary care referral center in Taiwan between May 2006 and October 2015. Serial changes of MP during ECMO were recorded. RESULTS: A total of 152 patients with severe ARDS rescued with ECMO were analyzed. Overall hospital mortality was 53.3%. There were no significant differences between survivors and nonsurvivors in terms of baseline values of MP or other ventilator settings. Cox regression models demonstrated that mean MP alone, MP referenced to PBW, and MP referenced to compliance during the first 3 days of ECMO were all independently associated with hospital mortality. Higher MP referenced to compliance (HR 2.289 [95% CI 1.214-4.314], p = 0.010) was associated with a higher risk of death than MP itself (HR 1.060 [95% CI 1.018-1.104], p = 0.005) or MP referenced to PBW (HR 1.004 [95% CI 1.002-1.007], p < 0.001). The 90-day hospital mortality of patients with high MP (> 14.4 J/min) during the first 3 days of ECMO was significantly higher than that of patients with low MP (≦ 14.4 J/min) (70.7% vs. 46.8%, p = 0.004), and the 90-day hospital mortality of patients with high MP referenced to compliance (> 0.53 J/min/ml/cm H2O) during the first 3 days of ECMO was significantly higher than that of patients with low MP referenced to compliance (≦ 0.53 J/min/ml/cm H2O) (63.6% vs. 29.7%, p < 0.001). CONCLUSIONS: MP during the first 3 days of ECMO was the only ventilatory variable independently associated with 90-day hospital mortality, and MP referenced to compliance during ECMO was more predictive for mortality than was MP alone.

Comparison of CellSearch and Circulating Tumor Cells (CTC)-Biopsy Systems in Detecting Peripheral Blood Circulating Tumor Cells in Patients with Gastric Cancer.

BACKGROUND The purpose of this study was to compare circulating tumor cells (CTCs)/circulating tumor microemboli (CTM) detection rates of the CellSearch and CTC-Biopsy systems in patients with gastric cancer (GC). We also investigated potential correlations between clinicopathological characteristics and prognosis in patients with GC. MATERIAL AND METHODS This prospective study was conducted at the Shandong Institute of Cancer Prevention and Control in China. Fifty-nine patients with GC and 22 healthy volunteers were recruited and their peripheral blood samples were examined by the CTC-Biopsy system and CellSearch system for CTC. RESULTS The rate of detection of CTCs/CTM was significantly higher with the CTC-Biopsy system than with the CellSearch system (59.32% vs. 27.12%, P<0.001). The Kappa value was 0.179, indicating poor consistency. CTCs detected with the CellSearch system in patients with stage III/IV GC was significantly correlated with neutrophil count (P=0.020), neutrophil/lymphocyte ratio (N/L ratio) (P=0.009), CA19-9 (P=0.049), tumor size (P=0.026), and the extent of vascular invasion (P=0.007). CTCs detected with the CTC-Biopsy system correlated with tumor differentiation (P=0.010). CTM in patients with stage I/II GC and stage II/IV GC correlated with CEA (P=0.004) and tumor differentiation (P=0.030), respectively. A CTC count >3 detected with the CellSearch system, and not the CTC-Biopsy system, correlated with reduced progression-free survival and overall survival. CONCLUSIONS The CTC-Biopsy system was superior to the CellSearch system for detecting CTCs in GC patients. CTM were detected with the CTC-Biopsy system but not with the CellSearch system. CTCs detected with the CellSearch system correlated with various clinicopathological factors and long-term survival outcomes.