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AbstractBackgroundCalciphylaxis is a debilitating dermatological condition associated with high rates of morbidity and mortality. Palliative care offers a multidisciplinary approach to addressing symptoms and goals of care in patients with serious medical diagnoses. Involvement of palliative services for calciphylaxis is infrequently reported in the literature. The purpose of this report is to assess rates of palliative and pain consultation for patients with calciphylaxis.MethodsThis is a comprehensive, single‐institution retrospective chart review of 121 eligible patients with a diagnosis of calciphylaxis treated at Mayo Clinic in Rochester, Minnesota, from 1999 to 2016. Inclusion criteria were an indisputable diagnosis of calciphylaxis based on clinical, histopathologic, and radiographic features. One hundred twenty‐one patients met inclusion criteria.ResultsFifty‐one patients (42%) received either a palliative (n = 15) or pain (n = 20) consultation, or both (n = 16). Patients with a palliative care consultation were younger compared with those without (mean ages 57 vs. 62 years, P = 0.046). In 104 patients (86%), psychiatric symptoms were not assessed.ConclusionsIn this cohort of patients with calciphylaxis, the majority do not receive palliative and pain care consultations. Psychiatric complications are inconsistently addressed. These observations highlight practice gaps in the care of patients with calciphylaxis.

Abstract Background: Palliative care is a medical specialty centered on improving the quality of life (QOL) of patients with complex or life-threatening illnesses. The need for Palliative care is increasing and with that the rigorous testing of triage tools that can be used quickly and reliably to identify patients that may benefit from palliative care. Methods: To that Aim we will conduct a two-armed stepped-wedge cluster randomized trial rolled out to two inpatient hospitals to evaluate whether a machine learning algorithm accurately identifies patients who may benefit from a comprehensive review by a palliative care specialist, and decreases time to receiving a palliative care consult in hospital. This is a single-center study which will be conducted from August 2019 to November 2020 at Saint Mary’s Hospital & Methodist Hospital, Mayo Clinic, Rochester, Minnesota. Clusters will be nursing units which will be chosen to be a mix of complex patients from Cardiology, Critical Care and Oncology and had previously established relationships with palliative medicine. The stepped wedge design will have 12 units allocated to a design matrix of 5 treatment wedges. Each wedge will last 75 days resulting in a study period of 12 months unless otherwise specified. Data will be analyzed with Bayesian hierarchical models with credible intervals denoting statistical significance.Discussion: This intervention offers a pragmatic approach to delivering specialty palliative care to hospital patients in need using machine learning, thereby leading to high value care and improved outcomes. It is not enough for AI to be utilized by simply publishing research showing predictive performance; Clinical trials demonstrating better outcomes are critically needed. Furthermore, the deployment of an AI algorithm is a complex process that requires multiple teams with varying skill sets. To evaluate a deployed AI, a pragmatic clinical trial can accommodate the difficulties of clinical practice whilst retaining scientific rigor.Trial registration NCT03976297 (ClinicalTrials.gov), registered on June 6, 2019 prior to trial start.

Abstract Objective Access to palliative care (PC) is important for many patients with uncontrolled symptom burden from serious or complex illness. However, many patients who could benefit from PC do not receive it early enough or at all. We sought to address this problem by building a predictive model into a comprehensive clinical framework with the aims to (i) identify in-hospital patients likely to benefit from a PC consult, and (ii) intervene on such patients by contacting their care team. Materials and Methods Electronic health record data for 68 349 inpatient encounters in 2017 at a large hospital were used to train a model to predict the need for PC consult. This model was published as a web service, connected to institutional data pipelines, and consumed by a downstream display application monitored by the PC team. For those patients that the PC team deems appropriate, a team member then contacts the patient’s corresponding care team. Results Training performance AUC based on a 20% holdout validation set was 0.90. The most influential variables were previous palliative care, hospital unit, Albumin, Troponin, and metastatic cancer. The model has been successfully integrated into the clinical workflow making real-time predictions on hundreds of patients per day. The model had an “in-production” AUC of 0.91. A clinical trial is currently underway to assess the effect on clinical outcomes. Conclusions A machine learning model can effectively predict the need for an inpatient PC consult and has been successfully integrated into practice to refer new patients to PC.

Evidence for massage therapy (MT) in hospice patients remains limited. We conducted a prospective pilot study on MTs impact on quality of life of hospice patients and caregivers. Patient-caregiver dyads were enrolled if patients scored ≥5 on pain, depression, anxiety, or well-being using the revised Edmonton Symptom Assessment System Revised (ESAS-r). The patient received MT weekly for up to 3 massages with assessments completed at baseline, after each massage, and 1 week after the final massage for patients and at baseline and 1 week after final massage for caregivers. A satisfaction survey was completed at study completion. A pro-rated area under the curve (AUC) was utilized to assess the primary endpoints of change in ESAS-r for patient ratings of pain, depression and anxiety as well as the Linear Analogue Self-Assessment (LASA). Median difference scores (end of study value)-(baseline value) for each participant and caregiver were calculated. Of 27 patients and caregivers enrolled, 25 patients received MT. Fifteen patients completed all 3 MT sessions and were given the final symptom assessment and satisfaction survey and their caregivers completed final assessments. The proportion of patients considered success (AUC > baseline) in the primary endpoints were the following: pain 40.9%, depression 40.9%, anxiety 54.5%, LASA 54.5%. Median difference scores were largely zero indicating no significant temporal change in symptoms. Patients were highly satisfied with MT. This pilot study indicated that MT was a feasible and well-received intervention in our population of patients with inadequately controlled symptoms.

Abstract BACKGROUND. Several studies have recently reported on the occurrence of a JAK2 V617F mutation in myeloid cells from the majority of patients with polycythemia vera (PV). The clinical relevance of this novel observation is currently under study. Similarly, there is limited information regarding the correlation of JAK2 V617F mutational status and neutrophil PRV-1 transcript level in PV, secondary polycythemia (SP) and other myeloproliferative disorders (MPD). METHODS. In a single institutional study, mutation screening for JAK2 V617F was performed in DNA derived from archived blood granulocytes from 63 consecutive patients with PV in whom current diagnostic criteria were strictly applied and diagnosis confirmed by bone marrow histology. Concomitant quantitative analysis of neutrophil PRV-1 expression was performed in 28 of the 63 patients and the results of both JAK2 V617F and PRV-1 analysis in these 28 patients were compared with those from another 22 patients with essential thrombocythemia (ET), 10 with myelofibrosis with myeloid metaplasia (MMM), 19 with SP, and 11 healthy volunteers. RESULTS. The 63 patients with PV were followed for a median of 33 months (range 3–324) from the time of initial diagnosis. During this period, 3 patients have died including 2 from acute myeloid leukemia (AML). Disease transformation into either AML or MMM has occurred in 2 and 4 patients, respectively. The median time from diagnosis to the time of mutation analysis was 12 months (range 0–306). JAK2 V617F was detected in 58 of the 63 patients with PV (92%; homozygous in 21%). The clinical phenotype of the 5 patients with wild-type allele was otherwise typical for the disease. A statistical comparison between JAK2 V617F heterozygotes (n=45) and homozygotes (n=13) in PV did not reveal significant associations in regards to age, gender, leukocyte or platelet count at diagnosis, disease duration, or the incidences of thrombosis or bleeding. However, JAK2 V617F homozygotes, compared to their heterozygote counterparts, displayed significantly higher hemoglobin level at diagnosis (p=0.001), increased incidence of pruritus (69% vs. 38%; p=0.04), and a higher rate of fibrotic transformation (23% vs. 2%; p=0.009). The overall (homozygous) JAK2 V617F mutational frequencies in the other study patients with ET, MMM, SP, and healthy controls were 55% (0%), 30% (0%), 0%, and 0%, respectively. The corresponding figures for increased PRV-1 expression in these patients were 18%, 20%, 21%, and 9% as compared to 89% in PV. In patients with either ET or MMM, the likelihood of detecting JAK2 V617F was significantly higher in the presence of an increased PRV-1 expression (83% vs. 38%; p=0.05). Similarly, in patients with PV, homozygous as compared to heterozygous JAK2 V617F correlated with higher levels of PRV-1 expression (p=0.07). CONCLUSIONS. The current clinical study demonstrates a mutant allele dose effect on erythrocytosis, PV-characteristic clinical features, and granulocyte PRV-1 expression in PV. Furthermore, compared to the PRV-1 assay, mutation screening for JAK2 V617F displayed greater specificity in distinguishing PV from SP.

Abstract Background: One of the utilities of molecular markers in hematological malignancies is their potential to predict response to drug therapy. Accordingly, we inquired about the effect of both cytogenetic profile and JAK2V617F mutational status on drug therapy response in myelofibrosis with myeloid metaplasia (MMM). Methods: Mutation analysis for JAK2V617 was performed in DNA derived from peripheral blood mononuclear cells, granulocytes, or both. Genomic DNA was amplified by PCR and fluorescent dye chemistry sequencing was performed using the same primers used for amplification (Levin et al. Cancer Cell2005;7:387). Abnormal cytogenetic findings were considered to be either favorable (sole 13q- or 20q- abnormalities) or unfavorable (other abnormalities) (Tefferi et al. BJH2001;113:763). Results: i. Patients and treatment: A total of 69 patients with MMM (median age 62 years, range 38–75; 47 males) received the following drugs as first-line therapy for either anemia or symptomatic splenomegaly; erythropoietin (Epo) alone or in combination with hydroxyurea (n=25), hydroxyurea alone (HU; n=17), interferon alpha (IFN; n=11), combination of thalidomide and prednisone (ThalPred; n=7), androgen preparations (Andro; n=5), and etanercept (n=4). ii. Results of cytogenetic studies and JAK2 mutation screening: Cytogenetic findings were abnormal in 35 patients (51%); favorable in 9 and unfavorable in 26. JAK2V617 mutation analysis revealed wild-type allele in 31 patients (45%) and either heterozygous (n=31) or homozygous (n=7) mutation in the remaining 38 patients (55%). iii. Correlation of response to cytogenetic/molecular markers: Overall, 17 patients (25%) achieved either a major (n=8) or minor (n=9) response in anemia from treatment with one of the aforementioned drugs. Regardless of either JAK2V617 mutational status or cytogenetic profile, treatment-induced responses in anemia were poor for IFN (0%) and HU (12%). In contrast, the best anemia responses were documented for ThalPred (57%), Andro (40%), and Epo-based therapy (32%). Among the 25 patients that received Epo-based therapy, all 3 patients with favorable cytogenetic abnormalities achieved major responses in anemia whereas such responses were seen in none of the 9 patients with unfavorable cytogenetic abnormalities and only 1 of 13 patients with normal cytogenetics (p=0.004). Furthermore, 3 of the 4 major responders were heterozygous for JAK2V617 and one carried the wild-type allele. In contrast, none of the 3 JAK2V617 homozygotes showed any type of response but all 3 also displayed unfavorable cytogenetics. None of the 7 ThalPred-treated patients carried favorable cytogenetics and yet 3 achieved major responses including one with unfavorable cytogenetics. JAK2V617 mutational status was heterozygous in 1 and wild-type in the other two. There were no major responses among the 5 Andro-treated patients despite the presence of favorable cytogenetic abnormalities in 2 patients. In order to investigate the relationship between cytogenetic profile and JAK2V617 mutational status further, we referred to an expanded database of 116 patients and found the incidence of unfavorable cytogenetics to be higher in JAK2V617 homozygotes compared to non-homozygotes (57% vs. 31%; p=0.16) Conclusion: The current study suggests clustering of favorable cytogenetic abnormalities in MMM with anemia response to Epo therapy and unfavorable cytogenetic abnormalities with homozygosity for JAK2V617 mutation.

Abstract Background: Previous cytogenetic studies in polycythemia vera (PV) have included a relatively small number of patients (“n” ranging 10–64). In the current study (n=137), we describe cytogenetic findings at presentation and examine their relationship to clinical and laboratory features, including bone marrow JAK2V617F allele burden. Methods: The study consisted of a consecutive group of patients with PV who fulfilled the World Health Organization (WHO) diagnostic criteria and in whom bone marrow biopsy and cytogenetic studies were performed at diagnosis. Results I: cytogenetic details At diagnosis: A total of 137 patients (median age, 64 years; 49% females) were studied at diagnosis and had adequate metaphases for interpretation. Cytogenetics were normal in 117 patients (85%) and displayed either a sole -Y abnormality in 5 patients (7% of the male patients), and other chromosomal abnormalities in 15 (11%). The latter included trisomy 8 in five patients, trisomy 9 in three patients, two patients each with del(13q), del(20q), and abnormalities of chromosome 1, and one patient each with del(3)(p13p21), dup(13)(q12q14), and del(11)(q21). At follow-up: Repeat cytogenetic studies while still in the chronic phase of the disease were performed in 19 patients at a median of 60 months (range, 8–198) from diagnosis. Of these, 4 had aquired new cytogenetic clones including 3 with normal cytogenetics at time of initial PV diagnosis. The new abnormalities included del(20q), del(5q), del(1p), chromosome 1 abnormality, and inv(3)(q21q26.2). At time of disease transformation: Leukemic transformation was documented in 3 patients of whom cytogenetic information at the time was available in 2 patients; both patients had normal results at time of initial PV diagnosis and complex cytogenetic abnormalities at time of leukemic transformation. In contrast, among 6 patients with available cytogenetic information at time of fibrotic transformation, the results were unchanged from those obtained at time of diagnosis in 5 patients. ii) Correlation between cytogenetics at diagnosis and JAK2V617F allele burden: Allele-specific, quantitative PCR analysis for JAK2V617F was performed in 71 patients using genomic DNA from archived bone marrow obtained at the time of the initial cytogenetic studies. JAK2V617F mutation was detected in 64 of the 71 (90%) patients; median mutant allele burden was 16% (range 3–80%) without significant difference among the different cytogenetic groups: normal vs. –Y vs. other cytogenetic abnormalities (p=0.72). iii) Clinical correlates and prognostic relevance of cytogenetic findings at diagnosis: Among several parameters studied for significant correlations with cytogenetic findings at diagnosis, an association was evident only for age (p=0.02); all –Y abnormalities (n=5) as well as 13 of the 15 (87%) other cytogenetic abnormalities occurred in patients ≥ 60 years of age. Stated another way, the incidence of abnormal cytogenetics (other than -Y) was 4% for patients younger than age 60 years and 15% otherwise. The presence of abnormal cytogenetics at diagnosis had no significant impact on either overall or leukemia-free survival. Conclusions: Abnormal cytogenetic findings at diagnosis are infrequent in PV, especially in patients below age 60 years. Furthermore, their clinical relevance is limited and there is not significant correlation with bone marrow JAK2V617F allele burden.

Abstract Background: Pruritus in polycythemia vera (PV) has been associated with a high JAK2V617F allele burden (Tefferi et al. Cancer. 2006;106:631, Vannucchi et al, Leukemia2007, in press). However, there is limited information regarding clinical correlates of pruritus per se in PV. Accordingly, we conducted a large (n=418) retrospective study in PV to accurately assess the prevalence and severity of pruritus as well as its relationship with presenting clinical features, bone marrow JAK2V617F allele burden, and prognosis. Methods: The study cohort consisted of a consecutive group of patients with PV who fulfilled the World Health Organization (WHO) diagnostic criteria and in whom information regarding the presence or absence of pruritus at diagnosis was fully documented. Pruritus was graded as being mild, moderate, or severe based on careful review of patient history. Results: Prevalence and severity of pruritus: A total of 418 patients fulfilled the above stipulated criteria for study inclusion (median age of 60 years; 56% males; median follow-up of 73 months). Of these, 131 (31%) experienced pruritus at time of initial diagnosis: mild in 97 patients (74%), moderate in 22 (17%), and severe in 12 (9%). Most patients with mild pruritus (n=92) received no specific therapy for pruritus whereas all 12 patients with severe pruritus required treatment; all 7 patients who received treatment with paroxetine responded. Pruritus and JAK2V617F allele burden: Quantitative measurement of JAK2V617F was performed in 64 patients using genomic DNA from archived bone marrow obtained at the time of PV diagnosis. Mutational frequency was 97%; median mutant allele burden was 25.4% (range 0.2 - 93.3%). Among the 62 V617F-positive patients, 24 (39%) had pruritus; the proportion of patients in the upper and lower quartile allele burden ranges were 50% and 0% in the presence of pruritus and 18% and 34% in its absence (p=0.002). Clinical correlates of pruritus: Pruritus was more prevalent in non-smokers (35% vs. 19%; p=0.004) and non-diabetics (33% vs. 16%; p=0.04) and was associated with a lower rate of arterial thrombosis at diagnosis (8% vs. 17%; p=0.01) as well as during follow-up (16% vs. 30%; p=0.003). These significant associations remained intact during multivariable analysis. Pruritus did not have an impact on the rate of leukemic or fibrotic transformation. Conclusions: Pruritus in PV is independently associated with a lower risk of arterial thrombosis despite high JAK2V617F allele burden and is also more prevalent in non-smokers. These observations suggest that pruritus might be a surrogate for an underlying platelet pathology with functional relevance.

11514 Background: Cancer pain is a significant problem that impairs patient quality of life and increases healthcare utilization. ePAL is a smartphone application that utilizes patient-reported outcomes (PROs) and artificial intelligence (AI) to optimize cancer pain management. This randomized controlled trial examined the impact of ePAL on cancer pain severity, attitudes toward cancer pain, and healthcare utilization. Methods: Patients with pain from metastatic solid tumors (n = 112) undergoing treatment in a palliative care clinic were randomized to either a control group (n = 56) that received usual care or an intervention group (n = 56) that received ePAL in addition to usual care for 8 weeks. Measures of pain severity (Brief Pain Inventory), attitudes towards cancer treatment (Barriers Questionnaire II) and anxiety (General Anxiety Disorder-7) were assessed. We used repeated measures mixed modeling to assess change in outcome measures over time. We also conducted a chart review to identify pain-related hospital admissions and emergency department (ED) visits and compared risk between study groups. Results: Pain severity (BPI) and negative attitudes toward cancer treatment (BQ-II) decreased significantly for those assigned to ePAL compared to controls (ß = -0.09, p = 0.034 and ß = -0.037, p = 0.042, respectively). Patients assigned to ePAL reported higher anxiety scores compared to controls (ß = 0.21, p = 0.015). Patients assigned to ePAL had significantly fewer pain-related hospital admissions (n = 4 vs. n = 20, per patient risk ratio 0.31, p = 0.018) and fewer pain-related admissions through the ED (n = 2 vs. n = 14, per patient risk ratio 0.18, p = 0.008) compared to control group. Conclusions: To our knowledge, this is the first mobile app to utilize patient reported outcomes and artificial intelligence to significantly decrease pain scores and pain-related hospitalizations in patients with cancer-related pain. Future directions include examining the efficacy of ePAL in settings with limited access to palliative care.

7029 Background: A leukocyte count of > 15 ×109/L has recently been associated with myocardial infarction in polycythemia vera (PV). In the current study, we examine the impact of such degree of leukocytosis on survival, leukemic transformation (LT), and thrombosis in a large cohort of PV patients from a single institution Methods: Data was abstracted from the medical records of a consecutive cohort of patients with PV defined by the World Health Organization criteria. Results: i. Patient characteristics The study cohort included 459 patients (median age, 60 years). Median follow-up was 64 months. ii. Survival In a multivariable analysis, advanced age, leukocyte count of = 15 × 109/L, and arterial thrombosis at diagnosis were significantly associated with inferior survival. A prognostic model based on age = 60 years and leukocyte count = 15 × 109/L separated low-risk, intermediate-risk, and high-risk patient groups with respective median survivals of 272, 162, and 108 months (p<0.0001). iii. Leukemic transformation In a multivariable analysis, only leukocyte count was significantly associated with LT; median leukemia-free survival for patients with leukocyte count = 15 × 109/L was 273 months vs. not reached for those with lower leukocyte count (p<0.0001). iv. Thrombosis at diagnosis In multivariable analysis, arterial thrombosis at diagnosis was significantly associated with previous history of arterial thrombosis, hypertension, and tobacco use; venous thrombosis at diagnosis was significantly associated with previous venous event and splenomegaly. v. Thrombosis during follow- up In multivariable analysis, arterial thrombosis during follow-up was significantly associated with previous arterial event, hypertension, and tobacco use; venous thrombosis during follow-up was significantly associated with previous venous event, diabetes mellitus, advanced age, and leukocyte count = 1,500 × 109/L. Conclusions: The current study for the first time identifies leukocytosis as a risk factor for inferior survival, LT risk, and venous thrombosis in PV. No significant financial relationships to disclose.