Cost-Effectiveness of Dupilumab and Oral Janus Kinase Inhibitors for the Treatment of Moderate-to-Severe Atopic Dermatitis in Singapore.

BACKGROUND: Atopic dermatitis (AD) affects both adults and children, impacting their quality of life and productivity; however, traditional systemic treatments such as cyclosporine have limitations. Emerging novel systemic interventions, including monoclonal antibodies and Janus kinase (JAK) inhibitors, have been shown to improve patient outcomes. OBJECTIVE: This study evaluates the cost-effectiveness of novel systemic interventions for moderate-to-severe AD in adults compared with the best supportive care (BSC) in Singapore. METHODS: The economic evaluation used a hybrid model consisting of a decision tree and Markov model. Treatment responses at 16 weeks were based on a network meta-analysis that was developed specifically for this study. Long-term response, discontinuation rates, episodes of flares and treatment-emergent adverse events were obtained from key dupilumab, abrocitinib, baricitinib and upadacitinib trials. The study had a 5-year time horizon and considered the healthcare payer's perspective. Sensitivity and scenario analyses were performed as well. RESULTS: Baricitinib 4 mg and 2 mg have the lowest incremental cost-effectiveness ratios, at Singapore dollars (S$) 60,730/quality-adjusted life-year (QALY) and S$66,842/QALY, respectively. Upadacitinib 30 mg offers the highest incremental QALY gain, while baricitinib 2 mg offers the least. The cost of the intervention drugs accounted for the highest proportion of the overall expenses (68-93%) for those in the maintenance state. Other influential factors within the model included (1) the incremental utility derived from intervention response; (2) the probability of achieving Eczema Area and Severity Index 75 (EASI-75) with BSC; and (3) the relative risk of achieving EASI-75 with the interventions. In a scenario where the cost of all drugs is matched to the lowest-priced drug, the top three cost-effectiveness interventions are dupilumab, upadacitinib 30 mg and abrocitinib 200 mg, respectively. CONCLUSION: The interventions are found to be cost-effective at their existing prices when compared with BSC. Ideally, a composite score of treatment success and quality-of-life scores ought to be included, but such data were unavailable. Future research should consider conditional discontinuation data and long-term outcomes when such data become accessible.

Deciphering clinical abbreviations with a privacy protecting machine learning system.

Physicians write clinical notes with abbreviations and shorthand that are difficult to decipher. Abbreviations can be clinical jargon (writing "HIT" for "heparin induced thrombocytopenia"), ambiguous terms that require expertise to disambiguate (using "MS" for "multiple sclerosis" or "mental status"), or domain-specific vernacular ("cb" for "complicated by"). Here we train machine learning models on public web data to decode such text by replacing abbreviations with their meanings. We report a single translation model that simultaneously detects and expands thousands of abbreviations in real clinical notes with accuracies ranging from 92.1%-97.1% on multiple external test datasets. The model equals or exceeds the performance of board-certified physicians (97.6% vs 88.7% total accuracy). Our results demonstrate a general method to contextually decipher abbreviations and shorthand that is built without any privacy-compromising data.

A 12-week, double-masked, parallel-group study of the safety and efficacy of travoprost 0.004% compared with pilocarpine 1% in Chinese patients with primary angle-closure and primary angle-closure glaucoma.

OBJECTIVE: To examine the intraocular pressure-lowering efficacy and safety of travoprost 0.004% and pilocarpine 1% in Chinese patients with primary angle-closure (PAC) and primary angle-closure glaucoma (PACG) after laser iridotomy in China. PATIENTS AND METHODS: Thirty patients with PAC or PACG after laser iridotomy were randomized into this double-masked, parallel-group study. Qualified patients had a mean intraocular pressure (IOP) between 21 and 35 mm Hg; inclusive at 9 AM at eligibility visit and previously undergone laser peripheral iridotomy at least 30 days before screening visit. Patients were treated with travoprost 0.004% once daily or pilocarpine 1% 4 times daily for 12 weeks after appropriate washout of glaucoma medications. Efficacy and safety evaluations were conducted at weeks 4, 8, and 12. IOP measurements were performed at 9 AM and 4 PM at baseline and week 12 visits, except at the weeks 4 and 8, when the IOP measurement was undertaken respectively at 9 AM or 4 PM only. The degree and distribution of peripheral anterior synechiae was evaluated by gonioscopy at baseline and week 12, respectively. RESULTS: Both the treatment groups showed statistically significant IOP reductions from baseline, except for the results of pilocarpine group at 4 PM in week 12. Travoprost demonstrated a statistically superior IOP reduction (7.6 mm Hg) compared with pilocarpine (1.9 mm Hg; P=0.04) at 4 PM over the 12-week period. There was no difference in peripheral anterior synechiae degree and distribution in week 12 from baseline for both treatment groups. No serious adverse event was found in both the groups. CONCLUSIONS: Travoprost 0.004% once daily provides effective IOP-lowering efficacy with significantly greater IOP reduction from baseline when compared with pilocarpine 1% 4 times daily at 4 PM over the 12-week period. Travoprost 0.004% once daily is safe and well tolerated in PAC or PACG patients.

Intraocular pressure lowering efficacy and safety of travoprost 0.004% as a replacement therapy in patients with open angle glaucoma or ocular hypertension.

BACKGROUND: Travoprost has been widely used for the treatment of patients with open-angle glaucoma (OAG) or ocular hypertension (OH). The aim of this study was to evaluate the intraocular pressure (IOP) lowering efficacy of travoprost 0.004% monotherapy in patients previously treated with other topical hypotensive medications, and in previously untreated patients. METHODS: This open-label, 12-week study in 1651 adult patients with ocular hypertension or open-angle glaucoma who were untreated or required a change in therapy (due to either inadequate efficacy or safety issues) as judged by the investigator was conducted at 6 sites in China. Previously treated patients were instructed to discontinue their prior medications at the first visit. All the patients were dosed with travoprost 0.004% once-daily at 8 p.m. in both eyes for 12 weeks. Efficacy and safety evaluations were conducted at week 4 and 12. IOP measurements were performed at the same time of day at the follow-up visits. RESULTS: For patients transitioned to travoprost, mean IOP reductions from baseline in untreated and treated patients with different prior medications at week 12 were: latanoprost, (4.3 +/- 4.6) mmHg; beta-blocker, (6.3 +/- 4.0) mmHg; alpha-agonist, (7.5 +/- 4.3) mmHg; topical carbonic anhydrase inhibitors, (8.0 +/- 4.9) mmHg. All mean IOP changes from baseline were statistically significant (P < 0.001). No treatment-related serious adverse events were reported in this study. CONCLUSIONS: In patients treated with other hypotensive medications or untreated, the IOP reduction with travoprost was significant. The results of this study demonstrated the potential benefit of using travoprost as a replacement therapy in order to ensure adequate IOP control. Travoprost administered once daily was safe and well tolerated in patients with glaucoma or ocular hypertension.

Interactions of antimicrobial compounds with cross-linking agents of alginate dressings.

OBJECTIVES: The aim of this study was to investigate the antimicrobial activities of calcium ions and other cross-linking agents of alginate dressings, as well as their compatibility with commonly used topical antimicrobials. METHODS: The antimicrobial activities of cross-linking agents and antimicrobials (five antibiotics and four antiseptics) were evaluated by the broth dilution method. The interactions between individual cross-linking agents and antimicrobials were evaluated using the chequerboard test against common skin pathogens, Staphylococcus aureus and Pseudomonas aeruginosa. RESULTS: From the MIC determined, antibiotics were the most active, followed by the antiseptics and cross-linking agents. Calcium ions, which are commonly used to cross-link alginate, exhibited very weak antimicrobial activity and higher fractional inhibitory concentration than the other cross-linking agents. The use of calcium and gentamicin resulted in antagonism against S. aureus. In contrast, aluminium, zinc and copper ions exhibited higher antimicrobial activities but insignificant interactions with the antimicrobials. CONCLUSIONS: Commonly used topical antimicrobials that are active against the skin pathogens S. aureus and P. aeruginosa could be potentially incompatible with calcium alginate dressings. Copper, zinc and aluminium ions are more suitable cross-linking agents for alginate as they do not show antagonism with the antimicrobials and could impart antimicrobial property to the resultant dressing.