Exploring the Role of Shared Mobility in Alleviating Private Car Dependence and On-Road Carbon Emissions in the Context of COVID-19

Shared mobility is becoming increasingly popular worldwide, and travelers show more complex choice preferences during the post-pandemic era. This study explored the role of shared mobility in the context of coronavirus disease (COVID-19) by comparing the travel mode choice behavior with and without shared mobility. Considering the shared mobility services of ride-hailing, ride-sharing, car-sharing, and bike-sharing, the stated preference survey was designed, and the mixed logit model with panel data was applied. The results show that if shared mobility is absent, approximately 50% of motorized mobility users and 84.62% of bike-sharing adopters will switch to using private car and public transport, respectively. The perceived pandemic severity positively affects the usage of car-sharing and bike-sharing, while it negatively affects the ride-sharing usage. Under different pandemic severity levels, the average probabilities of private car choice with and without shared mobility are 38.70 and 57.77%, respectively;thus, shared mobility would alleviate the dependence on private car in post-pandemic future. It also helps to decrease the on-road carbon emissions when the pandemic severity is lower than 53. These findings suggest policymakers to maintain the shared mobility ridership and simultaneously contain the pandemic. Additionally, pricing discount and safety enhancement are more effective than reducing detour time to protect ride-sharing against COVID-19. Copyright © 2022 Zhang, Shao, Wang, Huang, Mi and Zhuang.

Bridging the Gap

The year of COVID-19, 2020, brought unique experiences to everyone in their daily as well as their professional life. Facing many challenges of division in all aspects (social distancing, political and social divisions, remote work environments), University of South Florida Libraries took the lead in exploring how to overcome these various separations by providing access to its high-quality information sources to its local community and beyond. This paper shares the insights of using Linked Data technology to provide easy access to digital cultural heritage collections not only for the scholarly communities but also for those underrepresented user groups. The authors present the challenges at this special time of the history, discuss the possible solutions, and propose future work to further the effort. © 2021

Phase I Study of Novel SYK Inhibitor TAK-659 in Combination with R-CHOP for Front-Line Treatment of High Risk Diffuse Large B-Cell Lymphoma

Background: DLBCL is highly heterogeneous in underlying biology and clinical behavior. Several high-risk disease features and poor prognostic factors are associated with a higher propensity for refractory disease or relapse after standard R-CHOP therapy;these subset patients require novel strategies to improve upon outcomes. Single-agent TAK-659, a novel oral SYK inhibitor, has demonstrated efficacy in heavily pre-treated DLBCL (Gordon et al., Clin Cancer Res, 2020). We report results of a phase I single institution, single arm dose escalation study that assessed safety of 1 st line treatment with R-CHOP and adjunctive TAK-659 for treatment naïve high-risk DLBCL. Methods: Patients aged ≥18 years, ECOG 0-2 with untreated stage I-IV DLBCL with high-risk features defined as, ABC/non-GCB subtype, high-intermediate or high-risk NCCN-IPI (score ≥4), MYC gene rearranged by FISH including double hit lymphoma (DHL), double expressing DLBCL (DEL;overexpression of MYC ≥40% AND BCL2 ≥50% by IHC respectively), or previously treated transformed low-grade lymphoma without prior exposure to anthracycline, were eligible. Patients were treated with R-CHOP for 1 cycle on or off study followed by combined treatment with R-CHOP and TAK-659 for an additional 5 cycles on study. TAK-659 was dosed daily with dosing escalated from 60mg (dose level 1), to 80mg (dose level 2) to 100mg (dose level 3) based on a 3+3 design. The primary objective was to determine the safety and establish the maximum tolerated dose of TAK-659 when combined with R-CHOP in the front-line treatment of high-risk DLBCL. Secondary objectives were to assess preliminary efficacy of this combination as determined by overall response rate (ORR) by PET-CT (Lugano 2014 criteria), progression free survival (PFS), overall survival (OS) and establish the pharmacokinetics of TAK-659 according to dose. Results: 12 pts were enrolled from Dec 2019 to Nov 2021. The median age was 64 yrs (range 25-75);8 (67%) had stage III/IV disease, 4 (33%) with high risk NCCN-IPI ≥ 4. Histology included 7 (58%) with de novo DLBCL (4 GCB, 3 non-GCB subtype DLBCL) including 7 (58%) with DEL, 3 (25%) with transformed FL, 1 (8%) with Richter's and 1 (8%) with DHL. Dose level 3 (100 mg) was established as the MTD. PKs were measured pre- and post-dose D1 and D15 of cycle 2;Cuzick's test signaled an increase in AUC by dose level on D1 (p = 0.01) but not on D15 (Fig 1). ORR was 100% (CR 92%;Fig 2). With a median follow-up of 14.2 months, 1 pt had primary refractory disease (ABC and DEL), 2 pts with CR subsequently progressed (1 non-GC DLBCL, 1 Richter's) and 1 died of cardiogenic shock unrelated to study drug. The 12-month PFS and OS rates were 82% and 90% respectively with estimated 18-month PFS and OS rates of 68% and 90% respectively. The most common treatment related adverse events (TRAEs) attributed to TAK-659 were lymphopenia (n=12, 100%), infection (6=, 50%), AST elevation (n = 12, 100%) and ALT elevation (n = 10, 83%) (Table). Incidence and severity of transaminitis was consistent with prior reports for this agent. Most common grade 3/4 toxicities were hematologic. Median number of cycles of TAK-659 delivered was 5 (range 3-5). TRAEs led to TAK-659 dose modifications in 8 (67%) pts, though none at dose level 1: 2 (17%) required permanent dose reductions (both for lung infections), while 5 (42%) required discontinuation (4 for infection, and 1 for febrile neutropenia). R-CHOP administration was delayed in 2 pts because of TAK-659 related TRAEs. Aside from dose modifications of vincristine for peripheral neuropathy, no additional dose modifications for R-CHOP were needed. Infections encountered included bacterial and opportunistic infections (1 each for PJP, CMV and aspergillosis) and 1 case of COVID. Growth factor prophylaxis and anti-fungal therapy were not mandated;PJP prophylaxis was advised for CD4 counts < 200 at initial diagnosis. Conclusion: TAK-659, a novel SYK inhibitor combined with R-CHOP in pts with newly diagnosed high-risk DLBCL including DLBCL transformed from follic lar lymphoma and DEL produces high CR rates;survival at 12 months appears promising. A dose of 60 mg was well tolerated, did not require dose modifications and maintained a similar AUC to the MTD of 100 mg with ongoing treatment. Opportunistic infections were noted with this treatment combination suggesting that patients should receive aggressive anti-microbial prophylaxis with future evaluation of this combination. [Formula presented] Disclosures: Karmali: BeiGene: Consultancy, Speakers Bureau;Morphosys: Consultancy, Speakers Bureau;Kite, a Gilead Company: Consultancy, Research Funding, Speakers Bureau;Takeda: Research Funding;Karyopharm: Consultancy;EUSA: Consultancy;Janssen/Pharmacyclics: Consultancy;AstraZeneca: Speakers Bureau;BMS/Celgene/Juno: Consultancy, Research Funding;Genentech: Consultancy;Epizyme: Consultancy;Roche: Consultancy. Ma: Beigene: Research Funding, Speakers Bureau;Juno: Research Funding;AstraZeneca: Honoraria, Research Funding, Speakers Bureau;Loxo: Research Funding;Janssen: Research Funding, Speakers Bureau;Abbvie: Honoraria, Research Funding;TG Therapeutics: Research Funding;Pharmacyclics: Research Funding, Speakers Bureau. Winter: BMS: Other: Husband: Data and Safety Monitoring Board;Agios: Other: Husband: Consultancy;Actinium Pharma: Consultancy;Janssen: Other: Husband: Consultancy;Epizyme: Other: Husband: Data and Safety Monitoring Board;Gilead: Other: Husband: Consultancy;Ariad/Takeda: Other: Husband: Data and Safety Monitoring Board;Karyopharm (Curio Science): Honoraria;Merck: Consultancy, Honoraria, Research Funding;Novartis: Other: Husband: Consultancy, Data and Safety Monitoring Board. Gordon: Zylem Biosciences: Patents & Royalties: Patents, No royalties;Bristol Myers Squibb: Honoraria, Research Funding. OffLabel Disclosure: TAK-659 will be discussed for the treatment of DLBCL (not FDA approved for this indication)

Dynamic reference point method with probabilistic linguistic information based on the regret theory for public health emergency decision-making

Group emergency decision-making is an uncertain and dynamic process, in which the decision makers may be bounded rational and have a risk appetite. To depict the vague qualitative assessments, the probabilistic linguistic term sets are employed to express the perceptions of decision makers. First, considering the regret-aversion of the decision makers’ psychological characteristic, the value function and the regret-rejoice function in the regret theory are modified to adapt the probabilistic linguistic information. Second, the definition and aggregation operators of the probabilistic linguistic time variable are proposed to describe and aggregate the dynamic decision information. Third, the probabilistic linguistic models based on the dynamic reference point method and the regret theory are studied to maximise the expectation-levels of alternatives at the relative time point. The proposed method is applied to select the optimal response strategy for the outbreak of COVID-19 in China. Finally, the comparative analysis is designed to verify the applicability and reasonability of the proposed method. © 2021 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.