Advances in Sustainable Small Croping Integrated Systems

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Development of a Real Time Data Collection Unit for distribution network in a smart grid environment

This paper proposes a Real Time Data Collection Unit (RTDCU) to be used in the distribution side of a smart grid for real time data collection. The RTDCU unit uses Discrete Fourier Transform (DFT) based approach to compute the voltage and current phasors and frequency of the power system signals. The design, development and testing of such a system is done for a 5-bus micro grid simulator which represents a scaled down model of approximately 25km2 grid with a peak demand of 15MW. The RTDCU unit is first simulated and tested in MATLAB environment using synthetic signals and the correctness is ensured. The unit is then implemented in hardware in a dsPIC30f4011 microcontroller and tested for different loads. The future scope of the unit and the ways to improve the performance and synchronized data collection are also discussed.</p

Venetoclax As Monotherapy or in Combination: Patterns of Use and Predictors of Outcomes in an International Multicenter Study of CLL Patients

Abstract Introduction: Venetoclax (Ven) is approved for relapsed/refractory (R/R) chronic lymphocytic leukemia (CLL) as monotherapy (Ven mono) or in combination (Ven paired) with rituximab based on clinical trials with selected patients (pts) and limited ibrutinib exposure. Whether Ven paired is superior to Ven mono, patterns of care, and outcomes following Ven discontinuation are unknown. Further, better delineation of adverse events (AEs) when Ven is used outside of clinical trials is needed. To address these gaps, we conducted a multicenter, international study in partnership with CLL Collaborative Study of Real World Evidence (CORE) and UK CLL Study Forum examining the clinical experience of 348 Ven treated CLL pts, representing the largest series of Ven treated pts reported to date. Methods: We conducted a retrospective cohort analysis of CLL pts treated with Ven across 24 US and 42 UK academic and community centers. We examined demographics, baseline disease characteristics, dosing, AEs, TLS risk and outcomes, response rates, outcomes (overall survival (OS) and progression free survival (PFS)), and tx sequencing. TLS events were defined by Howard criteria. PFS and OS were estimated by the Kaplan Meier method. Comparisons of outcomes used the Log Rank test. Univariate and multivariate analyses were performed with COX regression. All other comparisons were descriptive. Results: Of these 348 CLL pts, 94% were R/R, median age 67 years (range:37-91), 69% male, 85% white, and 73% Rai stage ≥2. 19% received Ven on clinical trial. 79% had Ven mono; Ven was paired most commonly with anti-CD20 (n=51) and ibrutinib (n=10). Pts received a median of 3 tx (range 0-15) before Ven; 78% received ibrutinib, 29% received PI3Ki, 20% had ≥2 prior kinase inhibitors, and 68% had chemoimmunotherapy. Median time from most recent tx to Ven start was 1.1 months (range 0-62). Pre-Ven prognostic markers included 43% del17p, 34% TP53 mutated, 24% del11q, 38% complex karyotype (≥ 3 abnormalities), and 84% IGHV unmutated (Table 1). TLS risk was low in 38%, intermediate in 34% and high in 28%. During ramp up, TLS was observed in 10% (22 lab, 9 clinical TLS events, 3 missing data). Following dose escalation, 70% achieved a stable Ven dose of 400 mg, 33% required ≥ 1 dose interruption and 27% required ≥ 1 dose reduction. AEs included grade 3 neutropenia 39%, grade 3 thrombocytopenia 29%, infections 25%, grade ≥ 2 diarrhea 7.8%, and neutropenic fever 7.7%. AEs were similar whether treated on or off clinical trial. The ORR to Ven mono, Ven paired was 81% (34% CR), 86% (29% CR). With a median follow-up of 14.2 months, median PFS and OS were not reached (12 month PFS 74%, OS 82%). Figure 1 depicts PFS stratified by Ven mono vs. paired, clinical trial vs. clinical practice, del17p status, and complex karyotype. Pts who discontinued Ven due to AEs had better OS compared with those who discontinued due to progression or Richter Transformation (RT) (Median OS 47 vs. 15.1 vs. 8.6 months, respectively). In multivariate analyses, complex karyotype was the only independent predictor of PFS (HR 2.8, p &lt;.0001) and OS (HR 3.0, p=.002). In the absence of complex karyotype, number of prior lines of tx (PFS HR 1.1, p=.03; OS HR 1.1 p=.032), presence of del17p (PFS HR 2.1 p=0.001; OS HR 1.7 p=0.03) and prior ibrutinib exposure (PFS HR 2.0, p=0.04; OS HR 1.4, p=0.3) remained independent predictors of PFS and/or OS. A total of 142 pts (41.5%) have discontinued Ven, most commonly due to CLL progression (37%), AEs (20%), and RT (10%). 67 have not had subsequent therapy. Of 75 pts treated following Ven discontinuation, most common tx was a kinase inhibitor (KI) (n= 21). Among these, 18 pts had received a KI prior to Ven and were retreated with KI (ORR 17%, median PFS 2 months, Figure 2). With limited follow up, ORR to ibrutinib post Ven in 6 KI naïve pts was 50%. Conclusions: In this heavily pretreated, poor risk group, Ven showed favorable outcomes with comparable toxicity and efficacy on or off clinical trial. Similar outcomes were observed for Ven mono and Ven paired; longer follow up is needed from studies of Ven paired to understand depth and durability of response. Complex karyotype independently predicted inferior PFS and OS. Without complex karyotype, del(17p), multiple lines of prior tx, and prior ibrutinib tx were independent predictors of inferior outcomes. Outcomes of retreatment with KI in Ven-failure previously treated with KI were poor. Data on sequencing cellular therapies post Ven is forthcoming. Disclosures Mato: AbbVie: Consultancy, Research Funding; Pharmacyclics, an AbbVie Company: Consultancy, Research Funding; Regeneron: Research Funding; AstraZeneca: Consultancy; Medscape: Honoraria; TG Therapeutics: Consultancy, Research Funding; Acerta: Research Funding; Prime Oncology: Honoraria; Portola: Research Funding; Celgene: Consultancy; Johnson &amp; Johnson: Consultancy. Eyre:Abbvie: Consultancy, Other: travel support; Janssen: Consultancy, Other: travel support; Roche: Consultancy; Gilead: Consultancy, Other: travel support; Celgene: Other: travel support. Nabhan:Cardinal Health: Employment, Equity Ownership. Lamanna:Acerta: Research Funding; TG Therapeutics: Research Funding; Jannsen: Consultancy, Membership on an entity's Board of Directors or advisory committees; Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Verastem: Research Funding; Celgene: Consultancy, Membership on an entity's Board of Directors or advisory committees; Pharmacyclics: Consultancy, Membership on an entity's Board of Directors or advisory committees; AstraZeneca: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Gilead: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding. Hill:Pharmacyclics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees; Genentech: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Amgen: Research Funding; Seattle Genetics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pharmacyclics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Honoraria, Membership on an entity's Board of Directors or advisory committees; Seattle Genetics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees. Brander:Pharmacyclics, an AbbVie Company: Consultancy, Honoraria, Research Funding; Acerta: Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; Novartis: Consultancy, Other: DSMB; TG Therapeutics: Consultancy, Honoraria, Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; Teva: Consultancy, Honoraria; AbbVie: Consultancy, Honoraria, Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; Genentech: Consultancy, Honoraria, Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; DTRM: Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; BeiGene: Other: Institutional research funding for non investigator initiated clinical trial, Research Funding. Barr:AbbVie, Gilead: Consultancy. Cheson:AbbVie, Roche/Genentech, Pharmacyclics, Acerta, TG Therapeutics: Consultancy. Shah:Geron: Equity Ownership; Lentigen Technology: Research Funding; Exelexis: Equity Ownership; Oncosec: Equity Ownership; Miltenyi: Other: Travel funding, Research Funding; Juno Pharmaceuticals: Honoraria. Allan:AbbVie: Membership on an entity's Board of Directors or advisory committees; Verastem: Membership on an entity's Board of Directors or advisory committees; Acerta: Consultancy; Sunesis: Membership on an entity's Board of Directors or advisory committees; Genentech: Membership on an entity's Board of Directors or advisory committees. Kennard:AbbVie, Gilead, Verastem: Consultancy. Schuster:Gilead: Membership on an entity's Board of Directors or advisory committees; Nordic Nanovector: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Celgene: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Genentech: Honoraria, Research Funding; Physician's Education Source, LLC: Honoraria; Pfizer: Membership on an entity's Board of Directors or advisory committees; Merck: Consultancy, Honoraria, Research Funding; Dava Oncology: Consultancy, Honoraria; OncLive: Honoraria; Novartis Pharmaceuticals Corporation: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding. Skarbnik:Seattle Genetics: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Pharmacyclics: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Novartis: Honoraria, Speakers Bureau; Jazz Pharmaceuticals: Honoraria, Speakers Bureau; Genentech: Honoraria, Speakers Bureau; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Gilead Sciences: Honoraria, Speakers Bureau. Coombs:AROG: Other: Travel fees; Abbvie: Consultancy; Incyte: Other: Travel fees; DAVA Oncology: Honoraria; H3 Biomedicine: Honoraria. Ujjani:AbbVie: Consultancy, Speakers Bureau. Jacobs:Genentech: Honoraria. Pagel:Pharmacyclics, an AbbVie Company: Consultancy; Gilead: Consultancy. Schuh:Giles, Roche, Janssen, AbbVie: Honoraria. Shadman:Celgene: Research Funding; Gilead Sciences: Research Funding; Mustang Biopharma: Research Funding; TG Therapeutics: Research Funding; AstraZeneca: Consultancy; Pharmacyclics: Research Funding; Genentech: Research Funding; Genentech: Consultancy; Acerta Pharma: Research Funding; Beigene: Research Funding; Verastem: Consultancy; Qilu Puget Sound Biotherapeutics: Consultancy; AbbVie: Consultancy. Fox:Abbvie: Consultancy, Other: travel support, Research Funding, Speakers Bureau; Janssen: Consultancy, Other: travel support, Speakers Bureau; Gilead: Consultancy, Other: travel support, Research Funding, Speakers Bureau; Roche: Consultancy, Other: travel support, Research Funding, Speakers Bureau; Celgene: Consultancy, Other: travel support, Speakers Bureau; Sunesis: Consultancy. </jats:sec

Adverse Events, Patterns of Tumor Lysis Syndrome Prophylaxis and Management, and Dosing Patterns in a Large Cohort of Venetoclax Treated CLL Patients in Community and Academic Settings

Abstract Introduction: Venetoclax (Ven), an oral BCL2 inhibitor, is approved for the treatment (tx) of relapsed/refractory (R/R) chronic lymphocytic leukemia (CLL). Ven is generally well tolerated, and side effects observed in clinical trials have been consistent with other CLL tx. Clinical trials using the approved dose escalation schedule report negligible rates of clinical tumor lysis syndrome (TLS). We aimed to understand rates of select adverse events (AEs) including cytopenias, infections, and TLS in CLL patients (pts) treated with Ven in community and academic settings. To do so, we examined 297 pts with CLL who received Ven, either alone or paired, in this multicenter, international study. Methods: We conducted a retrospective cohort study of Ven treated pts with CLL across at 15 academic (n=169) and 51 community (n=128) centers outside of the clinical trial setting. This study represents a collaboration between US centers, CLL Collaborative Study of Real World Evidence (CORE), and UK CLL Forum. Demographics, baseline disease characteristics, Ven dosing, TLS risk (per FDA Ven label) and prophylaxis, and AEs were collected. Lab vs. clinical TLS was defined by Howard criteria. PFS was estimated by Kaplan Meier methodology. All comparisons were descriptive. Results: Of the 297 pts examined, median age at Ven initiation was 67 (range 37-91). The group was 69% male, 96% had R/R CLL, and 45% had del17p. Baseline characteristics stratified by practice setting are included in Table 1. 80% received Ven as monotherapy while 20% received it paired with another agent (anti-CD20 mAb (75%), ibrutinib (8.5%), other (16.5%)). All pts were treated outside of clinical trials. During dose escalation, 81% achieved a 400 mg dose and 65% maintained 400 mg following escalation (cyp3A4 use unknown). TLS risk was low in 40%, intermediate (int) in 32%, and high risk in 28%. CT scan prior to Ven initiation was performed in 62%. At least one hospitalization occurred for 56% of low, 80% of int, and 88% of high risk pts (63% of the total cohort). Table 1 describes the distribution of TLS risk and frequency of hospitalizations in academic, community centers. TLS prophylactic measures were available for a subset of pts. Allopurinol was used for 91% (n=68/75) of low, 93% (n=52/56) of int, and 94% (n=29/31) of pts at high risk for TLS. Rasburicase was used for 27% (n=28/102) of low, 42% (n=34/81) of int, and 72% (n=57/79) of high risk pts. Normal saline was used in 85% (n=62/73) of low, 88% (n=49/56) of int, and 97% (n=30/31) of high risk pts. TLS occurred in 8.4% of pts (n=25/297). Three lab and 2 clinical events occurred in low risk pts, 7 lab and 3 clinical events in int risk pts, and 7 lab and 3 clinical events in high risk pts. Of pts with TLS, 1 has discontinued Ven. Of pts with clinical TLS, all were hospitalized, received allopurinol and normal saline, and 28% received rasburicase. 72% with TLS had creatinine clearance &lt;80 mg/mL vs. 44% who did not have TLS (p=0.02). One int risk pt received hemodialysis. One death from TLS (previously reported) was observed in a pt hospitalized with rapid disease progression and tx-related neutropenia re-challenged with 400 mg Ven after dose interruption without dose escalation. Select AEs were neutropenia (ANC&lt;1000) 39.6%, thrombocytopenia (plt &lt;100) 29.2%, infection 25%, neutropenic fever 7.9%, and diarrhea (&gt;7 stools/day) 6.9%. For the subset who received Ven paired, AEs were not increased: 35% neutropenia, 29% thrombocytopenia, 22% infection, 6.3% neutropenic fever, and 6.4% diarrhea. TLS was observed in 3.4% of pts who received Ven paired vs. 9.3% who received Ven monotherapy. 29% pts required ≥1 dose reduction and 32% had ≥1 dose interruption. Median length of dose interruption was 7 days (range 1 - 132). 22 pts (7.4%) discontinued Ven due to an AE. PFS was similar in pts with ≥1 dose interruption vs. 0, pts who required dose interruption ≥8 days vs. &lt;8 days, and pts who achieved a stable Ven dose of &lt;400 mg vs. 400 mg (Figure 1). Conclusions: Ven was well tolerated in this cohort; AE rates were similar to those reported in clinical trials. Both academic and community sites employed TLS prophylaxis consistent with FDA/EMA recommendations resulting in a small proportion of clinical TLS events (&lt;3%). Of note, Ven paired with another agent did not appear to result in increased rates of AEs and TLS events. Dose reduction and interruptions were consistent with clinical experience with other novel agents though these did not appear to impact PFS. Disclosures Fox: Sunesis: Consultancy; Celgene: Consultancy, Other: Travel support, Speakers Bureau; Roche: Consultancy, Other: Travel support, Research Funding, Speakers Bureau; Gilead: Consultancy, Other: Travel support, Research Funding, Speakers Bureau; AbbVie: Consultancy, Other: Travel support, Research Funding, Speakers Bureau; Janssen: Consultancy, Other: Personal fees and non-financial support, Speakers Bureau. Eyre:Gilead: Consultancy, Other: travel support; Abbvie: Consultancy, Other: travel support; Roche: Consultancy; Janssen: Consultancy, Other: travel support; Celgene: Other: travel support. Allan:Verastem: Membership on an entity's Board of Directors or advisory committees; AbbVie: Membership on an entity's Board of Directors or advisory committees; Acerta: Consultancy; Genentech: Membership on an entity's Board of Directors or advisory committees; Sunesis: Membership on an entity's Board of Directors or advisory committees. Schuster:OncLive: Honoraria; Physician's Education Source, LLC: Honoraria; Dava Oncology: Consultancy, Honoraria; Genentech: Honoraria, Research Funding; Pfizer: Membership on an entity's Board of Directors or advisory committees; Merck: Consultancy, Honoraria, Research Funding; Gilead: Membership on an entity's Board of Directors or advisory committees; Celgene: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Novartis Pharmaceuticals Corporation: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Nordic Nanovector: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees. Nabhan:Cardinal Health: Employment, Equity Ownership. Hill:Amgen: Research Funding; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pharmacyclics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pharmacyclics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees; Seattle Genetics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Honoraria, Membership on an entity's Board of Directors or advisory committees; Genentech: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Seattle Genetics: Honoraria, Membership on an entity's Board of Directors or advisory committees; Pfizer: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Honoraria, Membership on an entity's Board of Directors or advisory committees. Shah:Lentigen Technology: Research Funding; Miltenyi: Other: Travel funding, Research Funding; Juno Pharmaceuticals: Honoraria; Exelexis: Equity Ownership; Oncosec: Equity Ownership; Geron: Equity Ownership. Lamanna:Jannsen: Consultancy, Membership on an entity's Board of Directors or advisory committees; Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Verastem: Research Funding; AstraZeneca: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; TG Therapeutics: Research Funding; Gilead: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Pharmacyclics: Consultancy, Membership on an entity's Board of Directors or advisory committees; Acerta: Research Funding; Celgene: Consultancy, Membership on an entity's Board of Directors or advisory committees. Cheson:AbbVie, Roche/Genentech, Pharmacyclics, Acerta, TG Therapeutics: Consultancy. Coombs:AROG: Other: Travel fees; H3 Biomedicine: Honoraria; Abbvie: Consultancy; DAVA Oncology: Honoraria; Incyte: Other: Travel fees. Barr:AbbVie, Gilead: Consultancy. Skarbnik:Gilead Sciences: Honoraria, Speakers Bureau; Pharmacyclics: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Genentech: Honoraria, Speakers Bureau; Seattle Genetics: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau; Novartis: Honoraria, Speakers Bureau; Jazz Pharmaceuticals: Honoraria, Speakers Bureau; Abbvie: Honoraria, Membership on an entity's Board of Directors or advisory committees, Speakers Bureau. Shadman:Pharmacyclics: Research Funding; Acerta Pharma: Research Funding; AstraZeneca: Consultancy; Genentech: Consultancy; Celgene: Research Funding; Verastem: Consultancy; Gilead Sciences: Research Funding; TG Therapeutics: Research Funding; AbbVie: Consultancy; Genentech: Research Funding; Mustang Biopharma: Research Funding; Beigene: Research Funding; Qilu Puget Sound Biotherapeutics: Consultancy. Ujjani:AbbVie: Consultancy, Speakers Bureau. Pagel:Pharmacyclics, an AbbVie Company: Consultancy; Gilead: Consultancy. Jacobs:Genentech: Honoraria. Schuh:Giles, Roche, Janssen, AbbVie: Honoraria. Brander:Genentech: Consultancy, Honoraria, Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; Novartis: Consultancy, Other: DSMB; BeiGene: Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; DTRM: Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; TG Therapeutics: Consultancy, Honoraria, Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; Acerta: Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; AbbVie: Consultancy, Honoraria, Other: Institutional research funding for non investigator initiated clinical trial, Research Funding; Pharmacyclics, an AbbVie Company: Consultancy, Honoraria, Research Funding; Teva: Consultancy, Honoraria. Mato:Pharmacyclics: Consultancy, Honoraria, Research Funding; TG Therapeutics: Research Funding; Regeneron: Research Funding; Sunesis: Honoraria, Research Funding; Janssen: Consultancy, Honoraria; Acerta: Research Funding; Abbvie: Consultancy; AstraZeneca: Consultancy; Celgene: Consultancy; Prime Oncology: Speakers Bureau. </jats:sec

Tumor Lysis, Adverse Events, and Dose Adjustments in 297 Venetoclax-Treated CLL Patients in Routine Clinical Practice

Abstract Purpose: Clinical trials of venetoclax reported negligible rates of clinical tumor lysis syndrome (TLS) in patients with chronic lymphocytic leukemia (CLL) when using an extended dose escalation schedule. We aimed to understand TLS prophylaxis, rates of select adverse events (AE), and impact of dosing modifications in routine clinical practice. Experimental Design: This retrospective cohort study included 297 CLL venetoclax-treated patients outside of clinical trials in academic and community centers. Demographics, baseline disease characteristics, venetoclax dosing, TLS risk and prophylaxis, and AEs were collected. Results: The group was 69% male, 96% had relapsed/refractory CLL, 45% had deletion chromosome 17p, 84% had unmutated IGHV, 80% received venetoclax monotherapy, and median age was 67. TLS risk was categorized as low (40%), intermediate (32%), or high (28%), and 62% had imaging prior to venetoclax initiation. Clinical TLS occurred in 2.7% of patients and laboratory TLS occurred in 5.7%. Pre-venetoclax TLS risk group and creatinine clearance independently predict TLS development in multivariable analysis. Grade 3/4 AEs included neutropenia (39.6%), thrombocytopenia (29.2%), infection (25%), neutropenic fever (7.9%), and diarrhea (6.9%). Twenty-two patients (7.4%) discontinued venetoclax due to an AE. Progression-free survival was similar regardless of number of dose interruptions, length of dose interruption, and stable venetoclax dose. Conclusions: These data provide insights into current use of venetoclax in clinical practice, including TLS rates observed in clinical practice. We identified opportunities for improved adherence to TLS risk stratification and prophylaxis, which may improve safety. </jats:sec