Bisoprolol transdermal patch improves orthostatic hypotension in patients with chronic heart failure and hypertension

AI-Driven Innovation in Skin Kinetics for Transdermal Drug Delivery: Overcoming Barriers and Enhancing Precision

Transdermal drug delivery systems (TDDS) offer an alternative to conventional oral and injectable drug administration by bypassing the gastrointestinal tract and liver metabolism, improving bioavailability, and minimizing systemic side effects. However, widespread adoption of TDDS is limited by challenges such as the skin's permeability barrier, particularly the stratum corneum, and the need for optimized formulations. Factors like skin type, hydration levels, and age further complicate the development of universally effective solutions. Advances in artificial intelligence (AI) address these challenges through predictive modeling and personalized medicine approaches. Machine learning models trained on extensive molecular datasets predict skin permeability and accelerate the selection of suitable drug candidates. AI-driven algorithms optimize formulations, including penetration enhancers and advanced delivery technologies like microneedles and liposomes, while ensuring safety and efficacy. Personalized TDDS design tailors drug delivery to individual patient profiles, enhancing therapeutic precision. Innovative systems, such as sensor-integrated patches, dynamically adjust drug release based on real-time feedback, ensuring optimal outcomes. AI also streamlines the pharmaceutical process, from disease diagnosis to the prediction of drug distribution in skin layers, enabling efficient formulation development. This review highlights AI's transformative role in TDDS, including applications of models such as Deep Neural Networks (DNN), Artificial Neural Networks (ANN), BioSIM, COMSOL, K-Nearest Neighbors (KNN), and Set Covering Machine (SVM). These technologies revolutionize TDDS for both skin and non-skin diseases, demonstrating AI's potential to overcome existing barriers and improve patient care through innovative drug delivery solutions.

Recent Advancement of Medical Patch for Transdermal Drug Delivery

Transdermal patches are a non-invasive method of drug administration. It is an adhesive patch designed to deliver a specific dose of medication through the skin and into the bloodstream throughout the body. Transdermal drug delivery has several advantages over other routes of administration, for instance, it is less invasive, patient-friendly, and has the ability to bypass first-pass metabolism and the destructive acidic environment of the stomach that occurs upon the oral ingestion of drugs. For decades, transdermal patches have attracted attention and were used to deliver drugs such as nicotine, fentanyl, nitroglycerin, and clonidine to treat various diseases or conditions. Recently, this method is also being explored as a means of delivering biologics in various applications. Here, we review the existing literatures on the design and usage of medical patches in transdermal drug delivery, with a focus on the recent advances in innovation and technology that led to the emergence of smart, dissolvable/biodegradable, and high-loading/release, as well as 3D-printed patches.

Managing postoperative atrial fibrillation after open-heart surgery using transdermal β1 blockers

BACKGROUND

Postoperative atrial fibrillation (POAF) after open-heart surgery is a non-negligible complication. We aimed to describe the efficacy of a transdermal patch of bisoprolol for managing POAF and flutter in thoracic surgical procedures.

METHODS

We analyzed the data of 384 patients who underwent open-heart surgery at our hospital and received oral bisoprolol to prevent POAF. Among them, 65 patients (16.9%) also received a 4-mg transdermal patch of bisoprolol to control the heart rate due to POAF. We applied the bisoprolol transdermal patch when the heart rate was > 80 bpm and removed it at ≤ 60 bpm; an additional patch was applied when the heart rate was > 140 bpm. Heparin calcium injections were administered twice daily for anticoagulation between 2 and 6 days postoperatively.

RESULTS

The average number of prescriptions for transdermal patches of bisoprolol during hospitalization was 1.8 ± 1.1 (1-5). The median first prescription date was on postoperative day 2 (range: days 0-37). Sinus rhythm recovered within 24 h in 18 patients (27.7%). Eight patients (12.3%) were switched to continuous landiolol infusion because of persistent tachycardia. In three patients, the transdermal patch was removed owing to severe bradycardia. Fifteen patients experienced persistent atrial fibrillation and were treated with electrical cardioversion during hospitalization. We did not observe any serious complications that could be directly attributed to bisoprolol transdermal patch use.

CONCLUSIONS

Single-use bisoprolol transdermal patch may help control the heart rate during the initial treatment of POAF after open-heart surgery.

Orthostatic Hypotension and Antiparkinsonian Drugs: A Systematic Review and Meta-analysis

BACKGROUND

Orthostatic hypotension (OH) is multifactorial in Parkinson's disease (PD). Antiparkinsonian medication can contribute to OH, leading to increased risk of falls, weakness and fatigue.

METHODS

We conducted a systematic review and meta-analysis of randomised controlled trials (RCTs) of antiparkinsonian drugs associated with OH as an adverse effect, compared to placebo. We searched EMBASE, MEDLINE and Web of Science databases until November 2020. Analysis used fixed-effects models and the GRADE tool to rate quality of evidence. Meta-analysis was performed if 3 or more studies of a drug group were available.

RESULTS

Twenty-one RCTs including 3783 patients were included comparing 6 PD drug groups to placebo (MAO-B inhibitors, dopamine agonists, levodopa, COMT inhibitors, levodopa and adenosine receptor antagonists). OH was recorded as an adverse event or measurement of vital signs, without further specification on how this was defined or operationalised. Meta-analysis was performed for MAO-B inhibitors and dopamine agonists, as there were 3 or more studies for these drug groups. In this analysis, compared with placebo, neither MAO-B inhibitors or dopamine agonists were associated with increased risk of OH, (OR 2.28 [95% CI:0.81-6.46]), (OR 1.39 [95% CI:0.97-1.98]).

CONCLUSIONS

Most studies did not specifically report OH, or reporting of OH was limited, including how and when it was measured. Furthermore, studies specifically reporting OH included participants that were younger than typical PD populations without multimorbidity. Future trials should address this, for example,, by including individuals over the age of 75, to improve estimations of how antiparkinsonian medications affect risk of OH.

Management of hypertension associated with cardiovascular failure

Hypertension (HT) treatment should focus on the prevention of new-onset heart failure (HF) or its exacerbation due to the increasing trend of HF incidence in Japan. According to the SPRINT trial, strict control of blood pressure (BP) of approximately 120 mmHg suppresses the progression of HF stages A and B to a more severe stage. However, in stages C and D, the target value for BP reduction differs depending on whether HF is HF reduced ejection fraction (EF) (HFrEF) or HF preserved EF (HFpEF). Additionally, the relationship between BP control and the prognosis of HF mostly showed the J-curve phenomenon in both HFrEF and HFpEF; however, patients with HFpEF need a lower target BP value than those with HFrEF. One reason is that vascular failure is associated with the pathophysiology of HF. Therefore, it is important to utilize an antihypertensive treatment strategy that considers vascular insufficiency. In addition, the presence or absence of compelling indications is important for the selection of antihypertensive (with cardioprotective effects for HF) medications. The uptitration of cardioprotective medications such as angiotensin-converting enzyme inhibitors/angiotensin II type 1a receptor blockers and beta-blockers is recommended in patients with HFrEF; however, it is often not practically possible to increase the dosage. In these cases, the use of medications in combination with other medication classes is also useful. Moreover, it is also useful to properly use medications of the same class considering their onset of action and half-life in the blood. It is still unclear how cardioprotective medications are used in patients with HFrEF, especially on certain age groups. The optimal initiation and continuation of cardioprotective medications should be carefully determined.