A Demand-Response Scheme Using Multi-Agent System for Smart DC Microgrid

This article describes a framework for load shedding techniques using dynamic pricing and multi-agent system. The islanded microgrid uses solar panels and battery energy management system as a source of energy to serve remote communities who have no access to the grid with a randomized type of power in terms of individual load. The generated framework includes modeling of solar panels, battery storage and loads to optimize the energy usage and reduce the electricity bills. In this work, the loads are classified as critical and non-critical. The agents are designed in a decentralized manner, which includes solar agent, storage agent and load agent. The load shedding experiment of the framework is mapped with the manual operation done at Kisiju village, Pwani, Tanzania. Experiment results show that the use of pricing factor as a demand response makes the microgrid sustainable as it manages to control and monitor its supply and demand, hence, the load being capable of shedding its own appliances when the power supplied is not enough.</p

Reexamining age, race, site, and thermometer type as variables affecting temperature measurement in adults – A comparison study

BACKGROUND: As a result of the recent international vigilance regarding disease assessment, accurate measurement of body temperature has become increasingly important. Yet, trusted low-tech, portable mercury glass thermometers are no longer available. Thus, comparing accuracy of mercury-free thermometers with mercury devices is essential. Study purposes were 1) to examine age, race, site as variables affecting temperature measurement in adults, and 2) to compare clinical accuracy of low-tech Galinstan-in-glass device to mercury-in-glass at oral, axillary, groin, and rectal sites in adults. METHODS: Setting 176 bed accredited healthcare facility, rural northwest US Participants Convenience sample (N = 120) of hospitalized persons ≥ 18 years old. Instruments Temperatures (°F) measured at oral, skin (simultaneous), immediately followed by rectal sites with four each mercury-glass (BD) and Galinstan-glass (Geratherm) thermometers; 10 minute dwell times. RESULTS: Participants averaged 61.6 years (SD 17.9), 188 pounds (SD 55.3); 61% female; race: 85% White, 8.3% Native Am., 4.2% Hispanic, 1.7 % Asian, 0.8% Black. For both mercury and Galinstan-glass thermometers, within-subject temperature readings were highest rectally; followed by oral, then skin sites. Galinstan assessments demonstrated rectal sites 0.91°F > oral and ≅ 1.3°F > skin sites. Devices strongly correlated between and across sites. Site difference scores between devices showed greatest variability at skin sites; least at rectal site. 95% confidence intervals of difference scores by site (°F): oral (0.142 – 0.265), axilla (0.167 – 0.339), groin (0.037 – 0.321), and rectal (-0.111 – 0.111). Race correlated with age, temperature readings each site and device. CONCLUSION: Temperature readings varied by age, race. Mercury readings correlated with Galinstan thermometer readings at all sites. Site mean differences between devices were considered clinically insignificant. Still considered the gold standard, mercury-glass thermometers may no longer be available worldwide. Therefore, mercury-free, environmentally safe low-tech Galinstan-in-glass may be an appropriate replacement. This is especially important as we face new, internationally transmitted diseases

Canagliflozin and Renal Outcomes in Type 2 Diabetes and Nephropathy

BACKGROUND Type 2 diabetes mellitus is the leading cause of kidney failure worldwide, but few effective long-term treatments are available. In cardiovascular trials of inhibitors of sodium–glucose cotransporter 2 (SGLT2), exploratory results have suggested that such drugs may improve renal outcomes in patients with type 2 diabetes. METHODS In this double-blind, randomized trial, we assigned patients with type 2 diabetes and albuminuric chronic kidney disease to receive canagliflozin, an oral SGLT2 inhibitor, at a dose of 100 mg daily or placebo. All the patients had an estimated glomerular filtration rate (GFR) of 30 to 300 to 5000) and were treated with renin–angiotensin system blockade. The primary outcome was a composite of end-stage kidney disease (dialysis, transplantation, or a sustained estimated GFR of <15 ml per minute per 1.73 m 2), a doubling of the serum creatinine level, or death from renal or cardiovascular causes. Prespecified secondary outcomes were tested hierarchically. RESULTS The trial was stopped early after a planned interim analysis on the recommendation of the data and safety monitoring committee. At that time, 4401 patients had undergone randomization, with a median follow-up of 2.62 years. The relative risk of the primary outcome was 30% lower in the canagliflozin group than in the placebo group, with event rates of 43.2 and 61.2 per 1000 patient-years, respectively (hazard ratio, 0.70; 95% confidence interval [CI], 0.59 to 0.82; P=0.00001). The relative risk of the renal-specific composite of end-stage kidney disease, a doubling of the creatinine level, or death from renal causes was lower by 34% (hazard ratio, 0.66; 95% CI, 0.53 to 0.81; P<0.001), and the relative risk of end-stage kidney disease was lower by 32% (hazard ratio, 0.68; 95% CI, 0.54 to 0.86; P=0.002). The canagliflozin group also had a lower risk of cardiovascular death, myocardial infarction, or stroke (hazard ratio, 0.80; 95% CI, 0.67 to 0.95; P=0.01) and hospitalization for heart failure (hazard ratio, 0.61; 95% CI, 0.47 to 0.80; P<0.001). There were no significant differences in rates of amputation or fracture. CONCLUSIONS In patients with type 2 diabetes and kidney disease, the risk of kidney failure and cardiovascular events was lower in the canagliflozin group than in the placebo group at a median follow-up of 2.62 years

Genome-wide association study of primary sclerosing cholangitis identifies new risk loci and quantifies the genetic relationship with inflammatory bowel disease.

Primary sclerosing cholangitis (PSC) is a rare progressive disorder leading to bile duct destruction; ∼75% of patients have comorbid inflammatory bowel disease (IBD). We undertook the largest genome-wide association study of PSC (4,796 cases and 19,955 population controls) and identified four new genome-wide significant loci. The most associated SNP at one locus affects splicing and expression of UBASH3A, with the protective allele (C) predicted to cause nonstop-mediated mRNA decay and lower expression of UBASH3A. Further analyses based on common variants suggested that the genome-wide genetic correlation (rG) between PSC and ulcerative colitis (UC) (rG = 0.29) was significantly greater than that between PSC and Crohn's disease (CD) (rG = 0.04) (P = 2.55 × 10-15). UC and CD were genetically more similar to each other (rG = 0.56) than either was to PSC (P < 1.0 × 10-15). Our study represents a substantial advance in understanding of the genetics of PSC

Measures of frailty in population-based studies: An overview

Although research productivity in the field of frailty has risen exponentially in recent years, there remains a lack of consensus regarding the measurement of this syndrome. This overview offers three services: first, we provide a comprehensive catalogue of current frailty measures; second, we evaluate their reliability and validity; third, we report on their popularity of use

The STIMULUS Program: Clinical Trials Evaluating Sabatolimab (MBG453) Combination Therapy in Patients (Pts) with Higher-Risk Myelodysplastic Syndromes (HR-MDS) or Acute Myeloid Leukemia (AML)

Background: Therapy options for pts with HR-MDS or AML who are not candidates for intensive chemotherapy (IC) or hematopoietic stem cell transplantation (HSCT) are limited, and clinical outcomes are poor. Novel, effective and tolerable therapies are urgently needed. TIM-3 is an inhibitory receptor that regulates both adaptive and innate immune responses. It is expressed on immune cells and on leukemic stem cells (LSCs) and blasts, but not on normal hematopoietic stem cells, making it a promising target in MDS and AML. Sabatolimab is a high-affinity, humanized, anti-TIM-3 IgG4 (S228P) antibody that simultaneously targets TIM-3 on immune and myeloid cells; this may restore immune function while also directly targeting LSCs and blasts. In preclinical studies, sabatolimab enhanced immune cell-mediated killing of AML cells in vitro. In early results from a ph 1b study (NCT03066648), sabatolimab + hypomethylating agents (HMAs; decitabine [Dec] or azacitidine [Aza]) demonstrated encouraging overall response rates in pts with high-/very high-risk MDS (+ Dec, 61%; + Aza, 57%) and newly diagnosed AML (+ Dec, 47%; + Aza, 29%), and a favorable safety profile. Study Design and Methods: The STIMULUS clinical trial program currently includes 3 trials evaluating the efficacy and safety of sabatolimab combination therapy in pts with HR-MDS or AML who are ineligible for IC or HSCT: STIMULUS-MDS1 (NCT03946670; ph 2) in pts with HR-MDS, STIMULUS-MDS2 (NCT04266301; ph 3) in pts with HR-MDS or chronic myelomonocytic leukemia-2 (CMML-2), and STIMULUS-AML1 (NCT04150029; ph 2) in pts with AML. STIMULUS-MDS1 is a randomized, double-blind, placebo-controlled ph 2 study evaluating the addition of sabatolimab to HMA in pts with HR-MDS. The 2 primary endpoints are complete remission (CR) rate and/or progression-free survival. Secondary endpoints include overall survival (OS), event-free survival (EFS), leukemia-free survival, duration of CR, transfusion independence, safety, pharmacokinetics (PK), and immunogenicity. Approximately 120 pts will be randomized 1:1 to receive sabatolimab 400 mg or placebo IV Q2W (D8 and D22 of each 28-d cycle), + Dec 20 mg/m2 IV on D1-D5 or Aza 75 mg/m2 IV/SC on D1-D7, or D1-D5 + D8 and D9, of each 28-d cycle. STIMULUS-MDS2 is a randomized, double-blind, placebo-controlled ph 3 study of sabatolimab in combination with Aza in pts with HR-MDS or CMML-2; the primary endpoint is OS. Secondary endpoints include measures related to pt quality of life, such as time to definitive deterioration of fatigue, improvement of fatigue, transfusion-free intervals, and physical/emotional functioning, as well as additional efficacy and safety parameters. Approximately 500 pts will be randomized 1:1 to sabatolimab 800 mg or placebo IV Q4W at D8 of each 28-d cycle + Aza using the same Aza dosing schedule as in STIMULUS-MDS1. Eligible pts for STIMULUS-MDS1 or -MDS2 are treatment-naïve adults with HR-MDS (Revised International Prognostic Scoring System [IPSS-R] intermediate-/high-/very high-risk MDS). Pts with intermediate-risk MDS enrolling in STIMULUS-MDS1 are also required to have ≥5% bone marrow blasts at baseline. Pts with CMML-2 are eligible for STIMULUS-MDS2 only. STIMULUS-AML1 is a single-arm ph 2 study evaluating the safety and efficacy of sabatolimab in combination with Aza and venetoclax in pts with AML who are not candidates for IC or HSCT. Primary endpoints are incidence of dose-limiting toxicities (safety run-in) and CR rate. Secondary endpoints include safety and tolerability, CR/CRi rate, measurable residual disease-negative rate, durability of CR, relapse-free survival, EFS, OS, PK, transfusion independence, and immunogenicity. Eligible pts for STIMULUS-AML1 are adults with newly diagnosed AML who are not candidates for IC or HSCT, based on comorbidities (including renal and hepatic impairments, cardiac and pulmonary comorbidities), age (≥75 years old), or Eastern Cooperative Oncology Group performance status of 2 or 3. STIMULUS-AML1 will enroll approximately 86 pts. Part 1 consists of a safety run-in (≈18 pts) across 2 escalating sabatolimab dose levels (400/800 mg IV Q4W on D8 of each 28-d cycle) in combination with Aza (75 mg/m2 IV/SC on D1-D7, or D1-D5 + D8 and D9) and venetoclax 400 mg PO QD. If this triple combination is assessed to be safe, part 2 (expansion) will open and enroll approximately 68 additional pts who will receive sabatolimab 800 mg Q4W in combination with Aza and venetoclax. Disclosures Zeidan: Incyte: Consultancy, Honoraria, Research Funding; Trovagene: Consultancy, Honoraria, Research Funding; Astex: Research Funding; Celgene / BMS: Consultancy, Honoraria, Research Funding; Otsuka: Consultancy, Honoraria; Abbvie: Consultancy, Honoraria, Research Funding; Pfizer: Consultancy, Honoraria, Research Funding; CCITLA: Other; Taiho: Consultancy, Honoraria; Cardinal Health: Consultancy, Honoraria; Daiichi Sankyo: Consultancy, Honoraria; Astellas: Consultancy, Honoraria; Acceleron: Consultancy, Honoraria; Novartis: Consultancy, Honoraria, Research Funding; Boehringer-Ingelheim: Consultancy, Honoraria, Research Funding; Agios: Consultancy, Honoraria; MedImmune/Astrazeneca: Research Funding; Leukemia and Lymphoma Society: Other; Epizyme: Consultancy, Honoraria; Ionis: Consultancy, Honoraria; Takeda: Consultancy, Honoraria, Research Funding; Cardiff Oncology: Consultancy, Honoraria, Other; BeyondSpring: Consultancy, Honoraria; Seattle Genetics: Consultancy, Honoraria; Jazz: Consultancy, Honoraria; Aprea: Research Funding; ADC Therapeutics: Research Funding. Giagounidis:AMGEN: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees. Kim:SL VaxiGen: Consultancy, Honoraria; Amgen: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Daiichi Sankyo: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; AML Global Portal: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Hanmi: Consultancy, Honoraria; Astellas: 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; Yuhan: Consultancy, Honoraria; Chugai: Consultancy, Honoraria; BL&H: Research Funding; Sanofi Genzyme: Honoraria; Abbvie: Honoraria. Miyazaki:Novartis Pharma KK: Honoraria; NIPPON SHINYAKU CO.,LTD.: Honoraria; Astellas Pharma Inc.: Honoraria; Otsuka Pharmaceutical: Honoraria; Chugai Pharmaceutical Co., Ltd.: Honoraria; Kyowa Kirin Co., Ltd.: Honoraria; Celgene: Honoraria; Sumitomo Dainippon Pharma Co., Ltd.: Honoraria. Platzbecker:Amgen: Honoraria, Research Funding; Takeda: Consultancy, Honoraria; Geron: Consultancy, Honoraria; AbbVie: Consultancy, Honoraria; BMS: Consultancy, Honoraria; Novartis: Consultancy, Honoraria, Research Funding; Janssen: Consultancy, Honoraria, Research Funding. Sekeres:BMS: Consultancy, Membership on an entity's Board of Directors or advisory committees; Takeda/Millenium: Consultancy, Membership on an entity's Board of Directors or advisory committees; Pfizer: Consultancy, Membership on an entity's Board of Directors or advisory committees. Malek:Novartis: Current Employment. Scott:Novartis: Current Employment. Niolat:Novartis: Current Employment. Peyrard:Novartis: Current Employment. Ma:Novartis: Current Employment. Kiertsman:Novartis: Current Employment. Stegert:Novartis AG: Current Employment, Current equity holder in publicly-traded company. Hertle:Novartis Pharma AG: Current Employment, Current equity holder in publicly-traded company. Fenaux:BMS: Honoraria, Research Funding; Novartis: Honoraria, Research Funding; Jazz: Honoraria, Research Funding; Abbvie: Honoraria, Research Funding. Santini:Takeda: Membership on an entity's Board of Directors or advisory committees; Johnson & Johnson: Honoraria; Novartis: Consultancy, Honoraria; Acceleron: Consultancy; Takeda: Consultancy, Honoraria; Menarini: Consultancy, Honoraria; Pfizer: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; BMS: Consultancy, Honoraria