Establishment of a clinical pharmacist-led multiple myeloma clinic with collaborative prescribing model at the national center for cancer care and research in Qatar.

BACKGROUND: Multiple myeloma (MM) is a chronic and incurable hematologic malignancy that is prevalent among the elderly. Interprofessional patient care showed superiority over physician-only care in multiple settings, including MM. OBJECTIVE: The primary objective of this study was to evaluate the impact of clinical pharmacist (CP)-led clinic and CPs interventions on MM patient care. PRACTICE DESCRIPTION: Real-world analysis of ambulatory patients with MM showed that CPs were central to the optimization of therapy and adherence to treatment schedules and supportive medications. PRACTICE INNOVATION: The CP-led MM Clinic was established with a collaborative prescribing agreement (CPA) in 2022 at the National Center for Cancer Care and Research in Qatar and was the first of its kind in the Middle East and North Africa region. This CPA allowed CPs to issue refills for supportive medications and order required laboratory tests. EVALUATION METHODS: Data collected included the number of CP interventions, refills ordered by CPs, documentation of patient education, and medication reconciliations. The data were retrospectively collected and analyzed comparing ambulatory patients with MM treated before (2021) to those treated after the clinic implementation in 2022. RESULTS: The study population comprised 22 patients. A higher number of CPs interventions were documented post-clinic than preclinic (343 vs. 76, P = 0.004), with earlier initiation of bisphosphonate post-clinic (25 vs. 206 days, P = 0.008). There were also significant improvements in the introduction of risk appropriate venous thromboembolism prophylaxis (43% vs. 6%, P = 0.001) as well as vitamin D and calcium supplementation (100% vs. 68%, P = 0.02) post-clinic. Twenty-two medication refills for supportive medications and eight prechemotherapy laboratory investigations were ordered by CPs. CONCLUSION: The CP-led clinic provided a timely link to care optimization for ambulatory MM patients. This innovative CPA model implemented in the clinic could potentially be applied to different cancer settings to optimize safe and effective patient care.

Perceptual cGAN for MRI Super-resolution.

Capturing high-resolution magnetic resonance (MR) images is a time consuming process, which makes it unsuitable for medical emergencies and pediatric patients. Low-resolution MR imaging, by contrast, is faster than its high-resolution counterpart, but it compromises on fine details necessary for a more precise diagnosis. Super-resolution (SR), when applied to low-resolution MR images, can help increase their utility by synthetically generating high-resolution images with little additional time. In this paper, we present an SR technique for MR images that is based on generative adversarial networks (GANs), which have proven to be quite useful in producing sharp-looking details in SR. We introduce a conditional GAN with perceptual loss, which is conditioned upon the input low-resolution image, which improves the performance for isotropic and anisotropic MRI super-resolution. Clinical Relevance- MR image super-resolution has the potential for improving image acquisition speed to save the time of the clinicians, while guaranteeing high-quality images.

Effect of denosumab versus zoledronic acid on calcium levels in cancer patients with bone metastasis: A retrospective cohort study.

OBJECTIVE: To identify the incidence of hypercalcemia and hypocalcemia in zoledronic acid and denosumab groups. Secondary objective was to determine the correlation between calcium supplement and calcium level control. METHODS: An observational retrospective cohort study was conducted by reviewing patient electronic records, laboratory results, and medication charts from 1 August 2015 to 31 July 2016. Adult cancer patients who were diagnosed with bone metastasis secondary to a solid tumor or multiple myeloma and who received either zoledronic acid or denosumab were included. Other indications for bone targeting agents were excluded. Data of bone targeting agents administration encounters were collected, evaluated, and analyzed. RESULTS: A total of 1141 encounters (for 271 patients) were included. The incidence of hypocalcemia was higher in denosumab compared to zoledronic acid group (5.5% vs. 3.1%, OR = 0.55, 95% CI [0.3-1.0]; P = 0.05). Hypercalcemia incidence was also higher in denosumab group (8.5% vs. 3.1%, OR = 2.9, 95% CI [1.68-5.03]; P < 0.0001). Breast cancer was the most common malignancy associated with hypocalcemia (27.3%) followed by ovarian cancer (25%) and multiple myeloma (22.7%). The risk of developing hypocalcemia was reduced by 16% in patients receiving calcium supplementation (RR = 0.84, 95% CI [0.55-1.20]; P = 0.39). CONCLUSION: Denosumab use was associated with higher rates of both hypercalcemia and hypocalcemia compared to zoledronic acid. Adequate supplementation with calcium substantially reduced the risk of hypocalcemia. Our results highlight the importance of taking preventative measures upon bone targeting agents initiation and during treatment including regular monitoring of calcium levels and providing supplements accordingly.