Biosimilars in the Era of Artificial Intelligence-International Regulations and the Use in Oncological Treatments

This research is based on three fundamental aspects of successful biosimilar development in the challenging biopharmaceutical market. First, biosimilar regulations in eight selected countries: Japan, South Korea, the United States, Canada, Brazil, Argentina, Australia, and South Africa, represent the four continents. The regulatory aspects of the countries studied are analyzed, highlighting the challenges facing biosimilars, including their complex approval processes and the need for standardized regulatory guidelines. There is an inconsistency depending on whether the biosimilar is used in a developed or developing country. In the countries observed, biosimilars are considered excellent alternatives to patent-protected biological products for the treatment of chronic diseases. In the second aspect addressed, various analytical AI modeling methods (such as machine learning tools, reinforcement learning, supervised, unsupervised, and deep learning tools) were analyzed to observe patterns that lead to the prevalence of biosimilars used in cancer to model the behaviors of the most prominent active compounds with spectroscopy. Finally, an analysis of the use of active compounds of biosimilars used in cancer and approved by the FDA and EMA was proposed.

Obstacles to Biosimilar Acceptance and Uptake in Oncology: A Review

Importance

Biosimilar drugs provide cost-effective yet clinically indistinguishable replications of target drugs. During initial development, this class of biologic medicines was expected to revolutionize pharmaceutical markets; however, following US Food and Drug Administration approval of the first biosimilar drug in 2015, the commercialization of biosimilars has been limited. The lack of biosimilar use may be especially salient in oncology, given that biosimilar distribution in this particularly high-cost area of medicine would bring savings on the order of many billions of dollars.

Observations

While researchers have focused on salient economic barriers to biosimilar uptake in the US, the present review provides insight regarding noneconomic barriers. This review discusses psychological, attitudinal, and educational factors among both health care professionals and payers in the US that may play a role in slowing biosimilar uptake. More specifically, these factors include a lack of health care professional education, concerns of safety and efficacy, and overly complex product naming systems.

Conclusions and Relevance

The pathway to biosimilar use has been obstructed by economic elements as well as attitudinal and psychological factors. For biosimilar drugs to achieve their potential in decreasing treatment costs and thus increasing patient access, it will be essential for both economic and noneconomic factors to be identified and systematically addressed.

Barriers and Enablers Affecting the Uptake of Biosimilar Medicines Viewed Through the Lens of Actor Network Theory: A Systematic Review

BACKGROUND AND OBJECTIVE

Biosimilars represent an opportunity to realise savings against the costs of innovative medicines. Despite efforts made by stakeholders, there are numerous barriers to the uptake of biosimilars. To realise the promise of biosimilars reducing costs, barriers must be identified, understood, and overcome, and enablers magnified. The aim of this systematic review is to summarise the enablers and barriers affecting uptake of biosimilars through the application of a classification system to organise them into healthcare professional (HCP), patient, or systemic categories.

METHODS

A systematic literature search was performed in PubMed, Scopus, CINAHL, eConlit, and Embase. Included were primary research studies published in English between Jan 2017 through June 2023 focused on enablers and barriers affecting uptake of biosimilars. Excluded studies comprised comparisons of biosimilar efficacy and safety versus the reference biologic. One reviewer extracted data that included classification of barriers or enablers, the sub-classification, and the identification of the degree of agency associated with the actor through their role and associations as a mediator within their network, through the application of Actor Network Theory. The data were validated by a second reviewer (PV).

RESULTS

Of the 94 studies included, 59 were cross-sectional, 20 were qualitative research, 12 were cohort studies, and three were economic evaluations. Within the review, 51 of the studies included HCP populations and 35 included patients. Policies and guidelines were the most cited group of enablers, overall. Systemic enablers were addressed in 29 studies. For patients, the most frequently cited enabler was positive framing of a biosimilar, while for HCPs, cost benefit was the most frequently noted enabler. The most frequently discussed systemic barrier to biosimilar acceptance was lack of effective policies or guidelines, followed by lack of financial incentives, while the most significant barriers for HCPs and patients, respectively, were their lack of general knowledge about biosimilars and concerns about safety and efficacy. Systemic actors and HCPs most frequently acted with broad degree of agency as mediators, while patient most frequently acted with a narrow degree of agency as mediators within their networks.

CONCLUSIONS

Barriers and enablers affecting uptake of biosimilars are interconnected within networks, and can be divided into systemic, HCP, and patient categories. Understanding the agency of actors within networks may allow for more comprehensive and effective approaches. Systemic enablers in the form of policies appear to be the most effective overall levers in affecting uptake of biosimilars, with policy makers advised to give careful consideration to appropriately educating HCPs and positively framing biosimilars for patients.

Monoclonal antibody biosimilars for cancer treatment

Monoclonal antibodies are important cancer medicines. The European Medicines Agency (EMA) approved 48 and the Food and Drug Administration (FDA) 56 anticancer monoclonal antibody-based therapies. Their high prices burden healthcare systems and hamper global drug access. Biosimilars could retain costs and expand the availability of monoclonal antibodies. In Europe, five rituximab biosimilars, six trastuzumab biosimilars, and eight bevacizumab biosimilars are available as anti-cancer drugs. To gain insight into the biosimilar landscape for cancer treatment, we performed a literature search and analysis. In this review, we summarize cancer monoclonal antibodies' properties crucial for the desired pharmacology and point out sources of variability. The analytical assessment of all EMA-approved bevacizumab biosimilars is highlighted to illustrate this variability. The global landscape of investigational and approved biosimilars is mapped, and the challenges for access to cancer biosimilars are identified.

Pharmacists' Perspectives of Biosimilars: A Systematic Review

BACKGROUND AND OBJECTIVE

While biosimilars are less expensive than their originator biologics, various factors are known to impede their uptake in clinical practice including concerns regarding their interchangeability, efficacy, and safety. Pharmacists are well positioned to promote the adoption of biosimilars, thus, the aim of the review was to assess pharmacists' knowledge and perceptions of biosimilars to identify the need for pharmacist-directed biosimilar education.

METHODS

We conducted a systematic literature search for published articles indexed in MEDLINE via EBSCOHOST, Web of Science, Scopus, Cochrane Library, Dimensions, and Google Scholar databases. We included studies written in English from their earliest publication dates until December 2021. Only studies concerning pharmacists' perspectives on biosimilars were included. Two reviewers extracted data from the studies that included pharmacists' knowledge, perceptions, and opinions about interchangeability and automatic substitution of biosimilars. We also assessed the methodological quality of the included studies using the Joanna Briggs Institute Analytical Cross-Sectional Studies Assessment (JBI-ACSSA) for quantitative studies and the Critical Appraisal Skills Programme (CASP) for qualitative studies.

RESULTS

Out of the 22 studies included in the review, 19 were cross-sectional quantitative studies, and the other three were qualitative studies. The sample size of the included studies ranged from 19 to 1500 participants. The level of knowledge of biosimilars graded as good, considerable, above average, or excellent among pharmacists varied from study to study, with a range of 47-86%. Only 22-51% of pharmacists were comfortable if biosimilars were prescribed for all of the indications previously used for the originator products. Pharmacists' acceptability of switching from the originator to a biosimilar also varied, with a range of 26-84%. However, most pharmacists viewed the substitution of the originator with a biosimilar without physicians' permission as unacceptable. Data from three studies reported that 22-74% of pharmacists had attended biosimilar training. They obtained information about biosimilars from scientific publications, pharmaceutical companies, and continuing education. Based on the criteria of JBI-ACSSA and CASP, the overall methodological quality of the studies ranged from moderate to high. The majority of the studies did not describe the sampling methods used and the strategies to deal with confounding factors.

CONCLUSIONS

Pharmacists' knowledge and perception about biosimilars varied and were limited, especially about interchangeability and substitution, efficacy, safety, and indication extrapolation. A better understanding of biosimilars amongst pharmacists could help them to encourage prescribers' acceptance of biosimilars.

Monitoring the transition of patients on biologics in rheumatoid arthritis: Consensus guidance for pharmacists

Background:

Recent approvals for novel agents such as the small molecule Janus kinase inhibitors (JAKi), combined with the advent of biosimilars has widened the gamut of available therapeutic options in the treatment of rheumatoid arthritis (RA). This combined with the introduction of mandatory non- medical switches to biosimilars in some jurisdictions by both public and private payors has led to a significant increase in the volume of therapeutic changes for patients. Pharmacists are well positioned to ensure effective and safe transitions, however there is a significant unmet need for objective and subjective clinical guidance around therapy as well disease state monitoring in RA that facilitates best practices throughout the patient journey.

Objective:

In this paper we aim to create a consensus derived monitoring algorithm for pharmacists to facilitate best practices throughout therapeutic transitions from originator biologic to other originator biologics, biosimilars, and Janus kinase inhibitors in RA.

Methods:

The Nominal Group Technique (NGT) was used to understand if consensus could be found among the participants. Clinically relevant questions were developed to capture solutions to the identified unmet need. The faculty considered the questions as individuals, and privately generated answers/ideas. After discussion and consideration, the participants ranked the ideas and established a consensus.

Results:

Based on the outcome of the consensus discussions, an algorithm was created to help guide pharmacists through therapeutic transitions in RA. The tool covers important topics such as pre-transition considerations, avoiding the nocebo effect for biosimilars, specific considerations for each drug or class, monitoring efficacy, and when to refer.

Conclusions:

New classes of anti-rheumatic drugs including JAKi, along with the introduction of biosimilars are presenting more opportunity for therapeutic changes and monitoring in patients with RA. We hope our evidence-based consensus derived guidance tool will assist frontline pharmacists in supporting their patients to a successful therapeutic transition in RA.

Progress in oncology biosimilars till 2020: Scrutinizing comparative studies of biosimilar monoclonal antibodies

Stupendous elevation in the healthcare costs has followed with the inception of the current unconventional options of treatment available for cancer patients. There is a dire need of innovative financing approaches to lessen the financial load on healthcare system. Biosimilars are biological drugs consisting of an active ingredient from a reference biological drug that has a great potential of relieving financial load. Strict requirements from regulatory point of view are required as biosimilars are exceedingly similar to but not identical to the reference product. This provides with a certainty that no consequential differences from clinical point of view as compared to the respective biologics exists with regards to efficacy, safety and purity. Safety and effectiveness of biosimilars have been disclosed since more than 10 years of affirmations. However, there is a need to educate the healthcare professionals to abolish potential misconceptions and coalesce biosimilars into regular clinical practice. The present review focuses on providing an overview of regulatory aspects and requirements for biosimilars, the main challenges in the selection and development of biosimilars and the economic impact and financial savings observed in recent studies carried out in different parts of the world. In addition, we have discussed the different successful comparative studies which have been done in different parts of the world to depict the biosimilarity for monoclonal antibodies such as bevacizumab, trastuzumab and rituximab.

Knowledge, Attitude, and Practice Towards Biosimilars and Interchangeable Products: A Prescriptive Insight by the Pharmacists

Background

Pharmacists being the drug experts need to be well aware of the applied handling of biosimilar medicines (BSMs). They are an integral educator, trailblazer, and advocate of biosimilar integration across all clinical settings. Therefore, the current study was conducted to assess the pharmacists’ knowledge, attitude, and practices of integrating BSMs into clinical practice.

Methods

The cross-sectional study was conducted from August 2019 to November 2019. The community pharmacies, clinical and academic settings in Karachi were approached for gathering the responses of pharmacists towards BSMs and interchangeable products using a 30-item survey form. Pearson correlation and independent sample t-test were used to identify the relationship among independent variables and the responses, considering p values <0.05 as statistically significant.

Results

Overall, there were 305 survey forms used with a response rate of 87.14%. More than 80% of the respondents have good knowledge about the definition, characteristics, safety and efficacy, compatibility, cost issues, and utilization of BSMs. Around half of the respondents (48.9%, [95% CI 46.6–51.2]) were confident in using BSMs in clinical practice. However, they were concerned about the BSM’s safety profile (45.2%, [95% CI 42.1–48.3]), quality (30.2%, [95% CI 28.3–32.1]), and efficacy issues (32.3%, [95% CI 31.2–37.5]).

Conclusion

The findings revealed that pharmacists were well informed about the BSMs. However, some of the responses to the attitude demonstrated a lack of understanding of the application of that knowledge. The respondents persuaded that advanced patterns of diseases, product marketing stipulations, and need for better patient care drives higher demand for developing BSMs and were enthusiastic about gaining more insight to integrate BSMs into routine clinical practice.

Biosimilars in supportive care

PURPOSE OF REVIEW

This review covers recent publications relating to the use of biosimilar medicines in the supportive care of cancer patients, and broader publications focussed on the benefits and challenges of implementing biosimilars into clinical practice.

RECENT FINDINGS

A metaanalysis and a number of systematic literature reviews have confirmed that the safety and efficacy of biosimilar versions of epoetin-α, filgrastim and infliximab are equivalent to those of their corresponding reference biologics. New guidelines have been issued concerning the interchangeability of biosimilars and the practice of substituting a biosimilar in place of a prescribed reference product. The introduction of biosimilars into a health system has been shown to improve patient access to treatment while also delivering cost savings, however, there are a number of barriers that can prevent or delay the adoption of biosimilars into clinical practice which must be overcome for the potential benefits of biosimilars to be realized.

SUMMARY

There is a large amount of data to demonstrate that supportive care biosimilars are well tolerated and effective, with over 10 years of experience in Europe. We can learn from the challenges faced when introducing biosimilars into supportive care to facilitate the introduction of newer biosimilars into the treatment setting.