Moving beyond "Better Late than Never": High Symptom Burden and Diminished Functional Status at First Palliative Care Visit for Patients with Gynecological Cancers.

Background: Despite physical and emotional distress in patients with gynecologic malignancies, palliative care (PC) is underutilized. Objectives: We characterize referral practices, symptom burden and functional status at the time of initial PC encounter for patients with gynecologic cancer. Design: Data were extracted from the standardized Quality Data Collection Tool for Palliative Care (QDACT-PC). We describe symptom burden and performance status. Results: At initial specialty PC encounter, patients with gynecologic cancers reported a mean of 3.3 moderate/severe symptoms. Outpatients experienced the most moderate/severe symptoms (mean 3.9) versus inpatient (mean 2.1) or home (mean 1.5). A total of 72.7% of patients had significantly impaired functional status (palliative performance scale [PPS] <70) at initial encounter. Inpatients had a more impaired functional status (mean PPS 48.8) than outpatients (mean PPS 67.0). Conclusions: The symptom burden for gynecologic cancer patients at initial PC encounter is high. Despite better functional status, patients referred in the outpatient setting had the highest symptom burden.

Methods for building a staff workforce of quantitative scientists in academic health care.

Collaborative quantitative scientists, including biostatisticians, epidemiologists, bio-informaticists, and data-related professionals, play vital roles in research, from study design to data analysis and dissemination. It is imperative that academic health care centers (AHCs) establish an environment that provides opportunities for the quantitative scientists who are hired as staff to develop and advance their careers. With the rapid growth of clinical and translational research, AHCs are charged with establishing organizational methods, training tools, best practices, and guidelines to accelerate and support hiring, training, and retaining this staff workforce. This paper describes three essential elements for building and maintaining a successful unit of collaborative staff quantitative scientists in academic health care centers: (1) organizational infrastructure and management, (2) recruitment, and (3) career development and retention. Specific strategies are provided as examples of how AHCs can excel in these areas.

Design and Rationale of the Outcomes Database to Prospectively Assess the Changing Therapy Landscape in Renal Cell Carcinoma Registry: A Multi-institutional, Prospective Study of Patients with Metastatic Renal Cell Carcinoma.

Introduction and hypotheses: The Outcomes Database to prospectivelY aSSEss the changing TherapY landscape in Renal Cell Carcinoma (ODYSSEY RCC) Registry is a large, nationally representative prospective registry of patients with metastatic renal cell carcinoma (mRCC) that aims to provide a real-world picture of longitudinal clinical management and patient experiences that impact clinical outcomes. The primary goal of this study is to understand the cancer management and health-related quality of life in patients with mRCC in routine real-world clinical practice in the USA. Design: This is an observational, phase 4 study with planned enrollment of up to 800 patients aged ≥19 yr with mRCC in the USA. Patients will be identified through electronic health record (EHR) data from the PCORnet network of sites for care received at collaborating sites. A unique aspect of the study is the multiple data sources that will be linked to the EHR data. These include: (1) Medicare claims data, (2) laboratory results, (3) tissue specimens, (4) radiographic images, and (5) patient-reported outcomes, physicians' treatment selection, and discontinuation surveys. Protocol overview: We created a novel data resource that can inform patient care. Investigators have the opportunity to use these to study novel research questions after submitting an ancillary proposal and upon approval of the executive committee. Limitations include the potential for selection bias, residual confounding, and missing information. Summary: The ODYSSEY Registry will provide an advanced data resource that can examine numerous clinical questions related to patient and physician choice, and support methodological research related to omics and artificial intelligence. Patient summary: Cancer medications and treatments are changing rapidly. Collecting data on real-world clinical practice and patient-answered questionnaires will help us better understand cancer management and health-related quality of life while receiving metastatic renal cell carcinoma-specific treatment.

Timing of Palliative Care Consultation Impacts End of Life Care Outcomes in Metastatic Non-Small Cell Lung Cancer.

CONTEXT: Early specialist palliative care (PC) involvement in metastatic non-small cell lung cancer (mNSCLC) is associated with improved quality of life, less aggressive end of life (EoL) care, and longer survival. As treatment paradigms for NSCLC have evolved, PC utilization remains low. OBJECTIVES: This work examines how the timing and extent of PC involvement impacts outcomes and the patient experience in mNSCLC in the era of immunotherapy. METHODS: This retrospective review analyzed patients with mNSCLC who initiated first-line treatment with chemotherapy, immunotherapy, or combined chemoimmunotherapy at Duke University between March 2015 and July 2019. PC consultation and outcomes data were abstracted through November 2022. EoL care variables were analyzed using descriptive statistics. RESULTS: 152 patients were stratified based on whether PC was consulted during their disease course. 80 patients (53%) never saw PC, while the 72 patients (47%) who saw PC were further stratified by time to first PC encounter and total number of PC visits. 31% were seen within two months of diagnosis (early), 33% between two and six months (intermediate), and 36% after 6 months (late). Patients who received early PC had longer median time on hospice (35 days), had lower rates of aggressive EoL care (43%), and experienced less frequent in-hospital death (14%) compared to other groups. CONCLUSION: This real-world study reveals that referrals to PC still occur late or not at all in mNSCLC despite demonstrated benefits of early PC integration. Early outpatient PC referrals resulted in longer time on hospice, lower frequency of aggressive EoL care, and lower rates of in-hospital death.

Clinical outcomes in patients with piperacillin/tazobactam-non-susceptible but ceftriaxone-susceptible E. coli or K. pneumoniae bloodstream infection.

BACKGROUND: A small proportion of Escherichia coli and Klebsiella pneumoniae demonstrate in vitro non-susceptibility to piperacillin/tazobactam but retain susceptibility to ceftriaxone. Uncertainty remains regarding how best to treat these isolates. OBJECTIVES: We sought to compare clinical outcomes between patients with piperacillin/tazobactam-non-susceptible but ceftriaxone-susceptible E. coli or K. pneumoniae bloodstream infection receiving definitive therapy with ceftriaxone versus an alternative effective antibiotic. METHODS: We retrospectively identified patients with a positive blood culture for piperacillin/tazobactam-non-susceptible but ceftriaxone-susceptible E. coli or K. pneumoniae between 1 January 2013 and 31 December 2022. Patients were divided into one of two definitive treatment groups: ceftriaxone or alternative effective antibiotic. Our primary outcome was a composite of 90 day all-cause mortality, hospital readmission, or recurrence of infection. We used Cox proportional hazards models to compare time with the composite outcome between groups. RESULTS: Sixty-two patients were included in our analysis. Overall, median age was 63 years (IQR 49.5-71.0), the most common source of infection was intra-abdominal (25/62; 40.3%) and the median total duration of therapy was 12.0 days (IQR 9.0-16.8). A total of 9/22 (40.9%) patients in the ceftriaxone treatment group and 18/40 (45.0%) patients in the alternative effective antibiotic group met the composite endpoint. In an adjusted time-to-event analysis, there was no difference in the composite endpoint between groups (HR 0.67, 95% CI 0.30-1.50). The adjusted Bayesian posterior probability that the HR was less than or equal to 1 (i.e. ceftriaxone is as good or better than alternative therapy) was 85%. CONCLUSIONS: These findings suggest that ceftriaxone can be used to effectively treat bloodstream infections with E. coli or K. pneumoniae that are non-susceptible to piperacillin/tazobactam but susceptible to ceftriaxone.

Knowledge of Palliative Care and Barriers to Access Among Outpatients with Cancer.

CONTEXT: Palliative Care (PC) is poorly understood by laypersons. However, little is known about what ambulatory patients with cancer understand about PC or what barriers to access exist. METHODS: Outpatients undergoing cancer treatment completed a survey evaluating their familiarity and knowledge of PC, Palliative Care Knowledge Scale (PaCKS), feelings towards PC (before and after reading a definition of PC), barriers to PC, and prognostic understanding. We summarized responses descriptively and used logistic regression models to examine variables associated with familiarity and interest. RESULTS: The survey response rate was 32%. Of 151 participants, 58.9% reported familiarity with PC. The average PaCKs score was 11.9 out of 13 (standard deviation, 1.4), with 46.4% receiving a perfect score, indicating high knowledge of PC. Patients diagnosed more than one year ago had significantly increased odds of being familiar with PC (OR 2.93; 95% CI 1.37-6.25). More participants reported future interest in PC compared to current interest (74.2% vs 44.4%, respectively). Patients with stage III or IV cancer had significantly increased odds of having a current interest in receiving PC compared to patients with stage I or II disease (OR 2.66; 95% CI: 1.05, 6.76). Participants reported feeling significantly less anxious and more reassured after reading a standardized definition of PC (P < 0.05). CONCLUSION: Outpatients with cancer who are being treated at a large academic cancer center exhibit high awareness and knowledge of PC, but anxiety toward PC persists. Factors beyond knowledge may perpetuate the delayed or lack of involvement with PC. KEY MESSAGE: In this cross-sectional study of outpatients with cancer, findings suggest that high knowledge of PC may co-exist with a lingering uneasiness towards the service. Additionally, factors beyond knowledge, such as logistic barriers, anxiety, and oncologists' preference may be perpetuating the delay or lack of involvement in PC.

A Randomized, Placebo-Controlled, Phase II Trial of Intravenous Allogeneic Non-HLA Matched, Unrelated Donor, Cord Blood Infusion for Ischemic Stroke.

Stroke remains a leading cause of death and disability in the US, and time-limited reperfusion strategies remain the only approved treatment options. To address this unmet clinical need, we conducted a phase II randomized clinical trial to determine whether intravenous infusion of banked, non-HLA matched unrelated donor umbilical cord blood (UCB) improved functional outcome after stroke. Participants were randomized 2:1 to UCB or placebo within strata of National Institutes of Health Stroke Scale Score (NIHSS) and study center. Study product was infused 3-10 days following index stroke. The primary endpoint was change in modified Rankin Scale (mRS) from baseline to day 90. Key secondary outcomes included functional independence, NIHSS, the Barthel Index, and assessment of adverse events. The trial was terminated early due to slow accrual and logistical concerns associated with the COVID-19 pandemic, and a total of 73 of a planned 100 participants were included in primary analyses. The median (range) of the change in mRS was 1 point (-2, 3) in UCB and 1 point (-1,4) in Placebo (P = 0.72). A shift analysis comparing the mRS at day 90 utilizing proportional odds modeling showed a common odds ratio of 0.9 (95% CI: 0.4, 2.3) after adjustment for baseline NIHSS and randomization strata. The distribution of adverse events was similar between arms. Although this study did not suggest any safety concerns related to UCB in ischemic stroke, we did not show a clinical benefit in the reduced sample size evaluated.

Essential team science skills for biostatisticians on collaborative research teams.

Introduction: Despite the critical role that quantitative scientists play in biomedical research, graduate programs in quantitative fields often focus on technical and methodological skills, not on collaborative and leadership skills. In this study, we evaluate the importance of team science skills among collaborative biostatisticians for the purpose of identifying training opportunities to build a skilled workforce of quantitative team scientists. Methods: Our workgroup described 16 essential skills for collaborative biostatisticians. Collaborative biostatisticians were surveyed to assess the relative importance of these skills in their current work. The importance of each skill is summarized overall and compared across career stages, highest degrees earned, and job sectors. Results: Survey respondents were 343 collaborative biostatisticians spanning career stages (early: 24.2%, mid: 33.8%, late: 42.0%) and job sectors (academia: 69.4%, industry: 22.2%, government: 4.4%, self-employed: 4.1%). All 16 skills were rated as at least somewhat important by > 89.0% of respondents. Significant heterogeneity in importance by career stage and by highest degree earned was identified for several skills. Two skills ("regulatory requirements" and "databases, data sources, and data collection tools") were more likely to be rated as absolutely essential by those working in industry (36.5%, 65.8%, respectively) than by those in academia (19.6%, 51.3%, respectively). Three additional skills were identified as important by survey respondents, for a total of 19 collaborative skills. Conclusions: We identified 19 team science skills that are important to the work of collaborative biostatisticians, laying the groundwork for enhancing graduate programs and establishing effective on-the-job training initiatives to meet workforce needs.

Treatment Effect Estimates From Pilot Trials Are Unreliable.

CONTEXT: The CONSORT guideline defines a pilot trial as a small-scale version of a desired future efficacy trial that is intended to answer the key questions of whether and how a larger study should be done. For example, a pilot trial might evaluate different approaches to data collection or outcome measurement. However, pilot trials are unreliable for assessing treatment efficacy due to the statistical phenomenon called sampling variability. OBJECTIVES: In this tutorial we use computer simulation to demonstrate the influence of sampling variability on efficacy estimates from pilot trials, illustrating why pilot trial designs should not be used to evaluate whether a treatment is promising or not. METHODS: We simulate a 2-arm parallel group trial (N=20 per group) with a survival outcome as an example. Simulations are done under two scenarios: 1) the treatment is efficacious at the level of a hypothetical minimum clinically important difference (hazard ratio [HR] = 0.75); and 2) the treatment is not efficacious (HR=1). RESULTS: As expected, in both simulated scenarios the range of observed results is distributed around the true treatment effect, HR=0.75 or HR=1. Importantly, ∼20% of trials simulated under scenario 1 incorrectly suggest the treatment may be harmful (HR > 1). Under scenario 2, half of the simulated studies incorrectly suggest the treatment is beneficial. CONCLUSION: Treatment effect estimates from pilot trials should not be used to make future development decisions regarding a novel therapy because of the high risk of misleading conclusions.

Automated Video Tracking of Autistic Children's Movement During Caregiver-Child Interaction: An Exploratory Study.

Objective, quantitative measures of caregiver-child interaction during play are needed to complement caregiver or examiner ratings for clinical assessment and tracking intervention responses. In this exploratory study, we examined the feasibility of using automated video tracking, Noldus EthoVision XT, to measure 159 2-to-7-year-old autistic children's patterns of movement during play-based, caregiver-child interactions and examined their associations with standard clinical measures and human observational coding of caregiver-child joint engagement. Results revealed that autistic children who exhibited higher durations and velocity of movement were, on average, younger, had lower cognitive abilities, greater autism-related features, spent less time attending to the caregiver, and showed lower levels of joint engagement. After adjusting for age and nonverbal cognitive abilities, we found that children who remained in close proximity to their caregiver were more likely to engage in joint engagement that required support from the caregiver. These findings suggest that video tracking offers promise as a scalable, quantitative, and relevant measure of autism-related behaviors.

Impact of Public Reporting of Center-Specific Survival Analysis Scores on Patient Volumes at Hematopoietic Cell Transplant Centers.

The Center for International Blood and Marrow Transplant Research reports the outcomes of allogeneic hematopoietic cell transplantation (alloHCT) at United States transplantation centers (TC) annually through its Center-Specific Survival Analysis (CSA). The CSA compares the actual 1-year overall survival (OS) and predicted 1-year OS rate after alloHCT at each TC, which is then reported as 0 (OS as expected), -1 (OS worse than expected), or 1 (OS better than expected). We evaluated the impact of public reporting of TC performance on their alloHCT patient volumes. Ninety-one TCs that serve adult or combined adult and pediatric populations and had CSA scores reported for 2012-2018 were included. We analyzed prior-calendar-year TC volume, prior-calendar-year CSA score, whether the CSA score had changed in the prior year from two years earlier, calendar year, TC type (adult only vs. combined adult and pediatric), and years of alloHCT experience for their impact on patient volumes. A CSA score of -1, as compared with 0 or 1, was associated with an 8% to 9% reduction in the mean TC volume (P < 0.001) in the subsequent year, adjusting for the prior year center volume. Additionally, being a TC neighboring an index TC with a -1 CSA score, was associated with a 3.5% increase in mean TC volume (P = 0.04). Our data show that public reporting of CSA scores is associated with changes in alloHCT volumes at TCs. Additional investigation into the causes of this shift in patient volume and the impact on outcomes is ongoing.

Automated movement tracking of young autistic children during free play is correlated with clinical features associated with autism.

LAY ABSTRACT: Play-based observations allow researchers to observe autistic children across a wide range of ages and skills. We recorded autistic children playing with toys in the center of a room and at a corner table while a caregiver remained seated off to the side and used video tracking technology to track children's movement and location. We examined how time children spent in room regions and whether or not they approached each region during play related to their cognitive, social, communication, and adaptive skills to determine if tracking child movement and location can meaningfully demonstrate clinical variation among autistic children representing a range of ages and skills. One significant finding was that autistic children who spent more time in the toy-containing center of the room had higher cognitive and language abilities, whereas those who spent less time in the center had higher levels of autism-related behaviors. In contrast, children who spent more time in the caregiver region had lower daily living skills and those who were quicker to approach the caregiver had lower adaptive behavior and language skills. These findings support the use of movement tracking as a complementary method of measuring clinical differences among autistic children. Furthermore, over 90% of autistic children representing a range of ages and skills in this study provided analyzable play observation data, demonstrating that this method allows autistic children of all levels of support needs to participate in research and demonstrate their social, communication, and attention skills without wearing any devices.

The potential cost-effectiveness of novel cord blood therapies in children with autism spectrum disorder.

OBJECTIVE: To model the long-term clinical and economic outcomes of potential cord blood therapy in autism spectrum disorder (ASD). STUDY DESIGN: Markov microsimulation of ASD over the lifespan was used to compare two strategies: 1) standard of care (SOC), including behavioral and educational interventions, and 2) novel cord blood (CB) intervention in addition to SOC. Input data reflecting behavioral outcomes included baseline Vineland Adaptive Behavior Scale (VABS-3), monthly VABS-3 changes, and CB intervention efficacy on adaptive behavior based on a randomized, placebo-controlled trial (DukeACT). Quality-adjusted life-years (QALYs) were correlated to VABS-3. Costs for children with ASD ($15,791, ages 2-17 years) and adults with ASD ($56,559, ages 18+ years), and the CB intervention (range $15,000-45,000) were incorporated. Alternative CB efficacy and costs were explored. RESULTS: We compared model-projected results to published data on life-expectancy, mean VABS-3 changes, and lifetime costs. Undiscounted lifetime QALYs in the SOC and CB strategies were 40.75 and 40.91. Discounted lifetime costs in the SOC strategy were $1,014,000, and for CB ranged from $1,021,000-$1,058,000 with CB intervention cost ($8,000-$45,000). At $15,000 cost, CB was borderline cost-effective (ICER = $105,000/QALY). In one-way sensitivity analysis, CB cost and efficacy were the most influential parameters on CB ICER. CB intervention was cost-effective at costs<$15,000 and efficacies ≥2.0. Five-year healthcare payer projected budgetary outlays at a $15,000 CB cost were $3.847B. CONCLUSIONS: A modestly effective intervention designed to improve adaptive behavior in autism can be cost-effective under certain circumstances. Intervention cost and efficacy most affected the cost-effectiveness results and should be targeted to increase economic efficiency.

Feasibility Study of Cord Tissue Derived Mesenchymal Stromal Cells in COVID-19-Related Acute Respiratory Distress Syndrome.

BACKGROUND: Treatment options for patients with COVID-19-related acute respiratory distress syndrome (ARDS) are desperately needed. Allogeneic human umbilical cord derived mesenchymal stromal cells (hCT-MSCs) have potential therapeutic benefits in these critically ill patients, but feasibility and safety data are lacking. MATERIALS AND METHODS: In this phase I multisite study, 10 patients with COVID-19-related ARDS were treated with 3 daily intravenous infusions of hCT-MSCs (1 million cells/kg, maximum dose 100 million cells). The primary endpoint assessed safety. RESULTS: Ten patients (7 females, 3 males; median age 62 years (range 39-79)) were enrolled at 2 sites and received a total of 30 doses of study product. The average cell dose was 0.93 cells/kg (range 0.56-1.45 cells/kg and total dose range 55-117 million cells) with 5/30 (17%) of doses lower than intended dose. Average cell viability was 85% (range 63%-99%) with all but one meeting the >70% release criteria. There were no infusion-related reactions or study-related adverse events, 28 non-serious adverse events in 3 unique patients, and 2 serious adverse events in 2 unique patients, which were expected and unrelated to the study product. Five patients died: 3 by day 28 and 5 by day 90 of the study (median 27 days, range 7-76 days). All deaths were determined to be unrelated to the hCT-MSCs. CONCLUSION: We were able to collect relevant safety outcomes for the use of hCT-MSCs in patients with COVID-19-related ARDS. Future studies to explore their safety and efficacy are warranted.

Unrelated Donor Cord Blood Transplantation in Children: Lessons Learned Over 3 Decades.

Four decades ago, Broxmeyer et al. demonstrated that umbilical cord blood (CB) contained hematopoietic stem cells (HSC) and hypothesized that CB could be used as a source of donor HSC for rescue of myeloablated bone marrow. In 1988, Gluckman et al. reported the first successful matched sibling cord blood transplant (CBT) in a child with Fanconi Anemia. In 1991, Rubinstein et al. established an unrelated donor CB bank, and in 1993, the first unrelated CBT used a unit from this bank. Since that time, >40 000 CBTs have been performed worldwide. Early outcomes of CBT were mixed and demonstrated the importance of cell dose from the CB donor. We hypothesized that improvements in CB banking and transplantation favorably impacted outcomes of CBT today and performed a retrospective study combining data from Eurocord and Duke University in 4834 children transplanted with a single unrelated CB unit (CBU) from 1993 to 2019. Changes in standard transplant outcomes (overall survival [OS], disease free survival [DFS], acute and chronic graft-versus-host disease [GvHD], treatment related mortality [TRM], and relapse) over 3 time periods (1: <2005; 2: 2005 to <2010; and 3: >2010 to 2019) were studied. Increased cell dose and degree of HLA matching were observed over time. OS, times to engraftment, and DFS improved over time. The incidence of TRM and GvHD decreased while the incidence of relapse remained unchanged. Relative contributions of cell dose and HLA matching to transplant outcomes were also assessed and showed that HLA matching was more important than cell dose in this pediatric cohort.

Comparing ability and norm-referenced scores as clinical trial outcomes for neurodevelopmental disabilities: a simulation study.

BACKGROUND: For genetic conditions associated with neurodevelopmental disorder (GCAND), developmental domains such as motor ability, thinking and learning, social abilities, and communication are potential intervention targets. Performance on measures of developmental concepts can be expressed using several types of scores. Norm-referenced scores are intended for the diagnostic context, allowing for the identification of impairment relative to age-based expectations, and can exhibit dramatic floor effects when used in individuals with more significant limitations. Person ability scores, which are derived via Rasch analysis or item response theory, are available on many standardized tests and are intended to measure within-person change. However, they have not been used or evaluated as primary endpoints in GCAND clinical trials. In this study, we simulated a series of parallel-arm clinical trials under several chronological age and impairment conditions, to compare empirically the power and type I error rate of operationalizing test performance using ability scores rather than norm-referenced scores. RESULTS: Using the Vineland Adaptive Behavior Scales as the example, we demonstrated an advantage in statistical power of ability scores over norm-referenced scores at extreme levels of impairment. This advantage was at least partially driven by floor effects in norm-referenced scores. For simulated conditions where impairment was less severe, ability scores outperformed norm-referenced scores, but they were more similar. The type I error rate closely approximated the nominal type I error rate of 5% for both scores. CONCLUSION: The results of this simulation demonstrate a substantial power and interpretative advantage of ability scores over norm-referenced scores for studies of GCAND that will enroll participants with high levels of impairment. These results are expected to generalize to studies of developmental concepts, regardless of the etiology or specific test. However, the relative advantage of ability scores is expected to be even greater for tests with a higher floor than the Vineland.

Institutional approaches to preventing questionable research practices.

Questionable research practices (QRP) are actions taken by researchers that span a range of concern related to violation of research best practices, and ultimately expose institutions and research participants to risk. Numerous studies have shown that QRP are common. The continued prevalence of QRP indicates that existing approaches for dealing with QRP are falling short. In this editorial we discuss the risks associated with QRP and propose mitigation strategies at the institutional level using a common QRP as an example, questionable treatment of subgroup analyses. We argue that the need for institutional intervention in cases such as this are particularly motivating when both the investigator and the institution have a substantial financial conflict of interest related to intellectual property that requires the investigator's expertise to continue developing. To address this, we propose an expansion of the traditional conflict of interest management process.

Patient-Reported Distress and Clinical Outcomes with Immuno-Oncology Agents in Metastatic Non-Small Cell Lung Cancer (mNSCLC): A Real-World Retrospective Cohort Study.

OBJECTIVES: There are limited real-world data about patient-reported outcomes with immunotherapies (IO) in metastatic non-small cell lung cancer (mNSCLC). We describe patient-reported distress and clinical outcomes with IO-based treatments or cytotoxic chemotherapies (Chemo). METHODS: We conducted a single-institution retrospective chart review of adults with mNSCLC treated at Duke from 03/2015 to 06/2020. At each visit, patients self-reported their distress level and sources of distress using the NCCN Distress Thermometer (DT) and its 39-item Problem List. We abstracted demographic, clinical, distress, and investigator assessed-clinical response data, then analyzed these using descriptive statistics and generalized estimating equations. RESULTS: Data from 152 patients were analyzed in four groups: Chemo alone, IO + Chemo, single agent IO, dual agent IO. Distress was worse before treatment start in all groups, and the odds of actionable distress (DT score > 4) decreased by 10 % per month. The most frequent sources of distress were physical symptoms (e.g., fatigue, pain), which remained high longitudinally. Patients receiving IO had higher clinical response rates and a lower rate of unplanned healthcare encounters compared to patients treated with Chemo alone. Only one-third of all patients were seen by palliative care. CONCLUSIONS: This single-center, real-world evidence study demonstrates that patients with mNSCLC experience significant distress prior to starting first-line treatment. IO treatment was associated with higher clinical benefit rates and lower healthcare utilization compared to chemotherapy. Symptom distress persists over time, highlighting potential unmet palliative and supportive care needs in mNSCLC care in the IO treatment era.

A Visual Tool to Help Develop a Statistical Analysis Plan for Randomized Trials in Palliative Care.

Collaboration with a statistician about the design of a statistical analysis plan can be enhanced by illustrating how statisticians conceptualize their task. This conceptualization can be represented by a directed acyclic graph (DAG), which illustrates the statistician's approach and also provides an actionable tool to assist in the development of the plan.

Gram-negative bacteremia in solid organ transplant recipients: Clinical characteristics and outcomes as compared to immunocompetent non-transplant recipients.

BACKGROUND: Outcomes from Gram-negative bacteremia (GNB) in solid organ transplant (SOT) recipients are poorly understood. METHODS: This is a single center prospective cohort study comparing the clinical characteristics and outcomes of SOT recipients with GNB to immunocompetent non-SOT patients with GNB between 1/1/2002 through 12/31/2018. Outcomes of interest included incidence of septic shock, respiratory failure, and time to death. A multivariable logistic regression model was used to determine factors associated with incidence of septic shock and respiratory failure. Time to death was evaluated using Cox proportional hazard models. RESULTS: A total of 297 SOT and 1245 immunocompetent non-SOT patients were included. Incidence of septic shock did not significantly differ between the groups (SOT 25.3% vs. non-SOT 24.6%, p = .8225). Overall survival did not significantly differ by transplant status (30-day survival: SOT 76%, 95% confidence interval [CI] 70, 92, non-SOT 74%, 95% CI 71, 77: log rank: p = .76). SOT recipients taking three immunosuppressive medications had significantly lower odds of developing septic shock or respiratory failure requiring intubation and mechanical ventilation than those taking ≤1 agent (shock: adjusted odds ratio [aOR] 0.29, 95% CI 0.09, 0.90, p = .0316; respiratory failure: aOR 0.14, 95% CI: 0.04, 0.49, p = .0020). CONCLUSIONS: SOT recipients with GNB do not experience higher rates of septic shock, respiratory failure, or mortality than immnon-SOT recipients with GNB. Among SOT recipients, a greater number of immunosuppressive medications may be associated with improved outcomes during GNB. Future studies are needed to understand the potential relationship between levels of immunosuppression and clinical outcome in SOT recipients with GNB.