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The EU Parliament voted its position on the Unitary SPC


by Giuliana Miglierini The intersecting pathways of revision of the pharmaceutical and intellectual property legislations recently marked the adoption of the EU Parliament’s position on the new unitary Supplementary Protection Certificate (SPC) system, parallel to the recast of the current Read more

Reform of pharma legislation: the debate on regulatory data protection


by Giuliana Miglierini As the definition of the final contents of many new pieces of the overall revision of the pharmaceutical legislation is approaching, many voices commented the possible impact the new scheme for regulatory data protection (RDP) may have Read more

Environmental sustainability: the EIPG perspective


Piero Iamartino Although the impact of medicines on the environment has been highlighted since the 70s of the last century with the emergence of the first reports of pollution in surface waters, it is only since the beginning of the Read more

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EMA’s reflection paper on AI in the pharmaceutical lifecycle

September 22, 2023 , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

by Giuliana Miglierini

The rapidly evolving role of artificial intelligence (AI) and its possible application in the pharmaceutical field led the European Medicines Agency (EMA) to publish a draft Reflection paper on the use of AI along the entire lifecycle of both human and veterinary medicines.

The Reflection paper summarises the current view on the possible use of AI and machine leaning (ML) technologies and is open to public consultation until 31 December 2023. Comments, together with the outcomes of the joint HMA/EMA workshop to be held on 20-21 November 2023, will support its finalisation, as well as the possible development of new guidance. The initiative aims to identify the aspects of AI/ML use that would fall within the remit of EMA or of the single National Competent Authorities (NCAs) in charge of the dossiers’ assessment.

The document is part of the effort to improve the European Medicines Regulatory Network’s capability in data-driven regulation set forth by the joint HMA-EMA Big Data Steering Group (BDSG), and it has been developed in coordination with EMA’s CHMP and CVMP committees.

“The use of artificial intelligence is rapidly developing in society and as regulators we see more and more applications in the field of medicines. AI brings exciting opportunities to generate new insights and improve processes. To embrace them fully, we will need to be prepared for the regulatory challenges presented by this quickly evolving ecosystem” said Jesper Kjær, Director of the Data Analytics Centre at the Danish Medicines Agency and co-chair of the BDSG.

“With this paper, we are opening a dialogue with developers, academics, and other regulators, to discuss ways forward, ensuring that the full potential of these innovations can be realised for the benefit of patients’ and animal health” added Peter Arlett, EMA’s Head of Data Analytics and Methods, co-chair of the BDSG.

The main contents of the Reflection paper

The Reflection paper addresses the use of AI/ML with a dedicated chapter for each one of the steps, part of the overall lifecycle of a medicinal product. The interactions with regulators are then explored, as well as the different technical aspects to be taken into consideration. The final chapters discuss the governance of AI/ML applications, the integrity, and ethical aspects to be considered and how to address data protection.

The increasing use of AI technologies is based on the wide availability of big amounts of data produced and captured in electronic format on a routine basis. This data can be analysed by machine learning algorithms to inform the training of other systems able to analyse data and take actions with some degree of autonomy in order to achieve specific goals. These latter systems are the truly intended AI algorithms, those use is under discussion also in the field of regulatory decision making.

The Reflection paper recalls how the diffusion of these new technologies carries with it also some new risks, due to the “exceptionally great numbers of trainable parameters arranged in non-transparent model architectures”. Measures should thus be taken to ensure the safety of patients and the integrity of data, as well as to avoid the integration of bias into AI/ML applications.

The contents of the Reflection paper may also refer to combinations between a medicinal pro-duct and AI/ML-including medical device, as in such occurrence EMA is involved in the assessment of the characteristics of the device.

In general terms, existing guidelines, best practices, and recommendations relative to model in-formed drug development and biostatistics also apply to AI/ML; the adjacent methodology guidelines which may be relevant to this instance are listed in the document. The Reflection paper warns readers about the differences between the human and veterinary regulatory domains, suggesting that another reflection document specific for veterinary may be developed in future.

A risk-based approach

The usual risk-based approach typical of pharmaceutical development should be used to identify risks throughout the entire AI/ML tool lifecycle, including regulatory impact. According to the Reflection paper, the level of risk may depend also on the context of use and the degree of influence the AI technology exerts.

Developers should always seek early regulatory interaction and scientific advice, especially in cases where the AI/ML system may impact on the benefit-risk ratio of the medicinal product un-der development. To this instance, the EMA Innovation Task Force (ITF) is responsible for pro-viding early interaction on experimental technology, while scientific advice and qualification of novel methodologies in medicines development is provided by the Scientific Advice Working Parties (SAWP) of the CHMP for human medicines and of the CVMP for the veterinary ones.

As for all other steps of pharmaceutical lifecycle, the final responsibility for the suitability and use made of AI/ML algorithms, as well as their compliance to ethical, technical, scientific, and regulatory standards (GxP standards) and to current EMA scientific guidelines falls under the Marketing Authorisation Holders (MAHs) or applicants.

According to the Reflection paper, risks referred to in the discovery step may be limited, but they may impact the final evidence presented for regulatory review, thus principles for non-clinical development should be followed. This second step may include, for example, AI/ML modelling approaches according to the 3R principles. Regulators would expect to receive Standard Operating Procedures (SOPs) for AI/ML applications in preclinical studies; advisory documents on Application of GLP Principles to Computerised Systems and GLP Data Integrity should be also considered where appropriate. A pre-specified analysis plan would be needed for preclinical data potentially relevant for the assessment of the benefit-risk balance.

In the field of clinical trials, ICH E6 and VICH GL9 on human and veterinary GCPs should also be applied to the use of AI/ML. In particular, regulators expect the full model architecture and description of the data processing pipeline would be made fully available for comprehensive assessment should a model be generated for clinical trial purposes, as they would be considered parts of the clinical trial data or trial protocol dossier.

From precision medicine to pharmacovigilance

Particular considerations may be needed for applications of AI/ML in precision medicine, to individualise treatment according to the patient’s characteristics. AI/ML application supporting indication or posology decisions should be referenced in the Summary of product characteristics and their assessment falls under medicines regulation, representing a high-risk use both from the patient and regulatory perspectives. Close human supervision is also expected for AI applications used to draft or translate product information documents.

Many are the possible applications of AI/ML in the manufacturing of medicinal products, where they should follow the usual quality risk management principles (ICH Q8, Q9 and Q10) to guarantee safety, quality, and data integrity. New recommendations are also expected from EMA.

In the post-authorisation phase, AI/ML tools can effectively support efficacy and safety studies and post-marketing surveillance studies for veterinary medicines, as well as pharmacovigilance activities. Good pharmacovigilance practices should always be respected, and the used model should be validated, monitored and documented under the responsibility of the MAH. For conditional marketing authorisations, AI/ML applications should be discussed within a regulatory procedure unless details are agreed already at time of authorisation.


EMA’s recommendations to prevent medicines shortages

June 9, 2023 , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

By Giuliana Miglierini

Continuity of medicinal product supply is still representing a key issue for European countries. The HMA/EMA Task Force on the Availability of Authorised Medicines for Human and Veterinary Use has published a new guidance document in the form of recommendations for the industry on best practices to be adopted to prevent shortages of human medicines.

The recommendations are targeted at marketing authorisation holders (MAHs), wholesalers, distributors and manufacturers. The specific role of each actor is detailed, and highlights are provided on how to optimally approach the prevention and mitigation of shortages. The document refers to the harmonised definition of shortage agreed by EMA and HMA, i.e. “A shortage of a medicinal product for human or veterinary use occurs when supply does not meet demand at a national level“.

Different players for different roles

The pharmaceutical supply chain is characterised by many different actors, each of which plays a specific role in the development, manufacturing and distribution of medicinal products.

Marketing authorisation holders are the ultimate responsible for the monitoring of all activities needed to timely produce and distribute their products. This means MAHs should oversight the entire supply chain, from suppliers of active ingredients (APIs) to end users, in order to continually align demand with supply, evaluate the actual impact of a shortage, and establish the more suitable prevention or mitigation strategies. According to the guidance, reference should be made to the “ISPE Drug shortages prevention plan – Holistic view from root cause to prevention” in order to build a suitable quality culture integrated into product lifecycle; compliance to ICH Q10 is also recommended.

Manufacturers include both APIs suppliers and producers of the medicinal product, which should possess a in depth knowledge of their processes and issues that may impact on product availability. This is even more true for contract manufacturing organisations (CMOs), as a problem with their manufacturing capacity may impact many different customers. Wholesale distributors have general visibility of stock levels and product flow and can identify early signals of a potential medicine shortage. They are subject to national laws as for their obligations to ensure continuity of supply to patients.

As for institutions, national competent authorities (NCAs) are responsible for the coordination of the response to a shortage by means of regulatory tools and strategies. Existing regulatory flexibility can be used, while NCAs cannot intervene in pricing, sourcing, and clinical practice. NCAs are also responsible to communicate actual shortages from their websites.

EMA’s responsibilities relate to shortages of centrally authorised products and coordination of the EU response to supply issues due to major events or public health emergencies. The Agency is also responsible for the publication of a public catalogue for shortages assessed by the CHMP and/or PRAC committees, and for the publication of information on critical shortages monitored at EU level.

National health service providers are responsible for the setting up of policy and operational aspects needed to guarantee the timely access to medicines (i.e. reimbursement schemes, purchasing arrangements, clinical guidelines, etc.). In case of a shortage, they are called to indicate available alternatives, and to issue specific clinical guidance for healthcare professionals if needed.

The overall sustainability and accountability of health systems is the major goal for national Ministries of Health, to be tackled by mean of legislative initiatives. End users include healthcare professionals responsible for appropriate prescribing and for the identification of available alternatives in the case of a shortage affecting their patients. Timely information to patients, in particular for specific diseases, may be provided by patients representative groups, which may also collect feedback on the impact of shortages for patients.

Ten recommendations to prevent shortages

The guidance highlights the importance to notify as soon as possible to NCAs any potential or actual shortage, in order to timely face the increased demand for alternative product suppliers. To this instance, MAHs and wholesalers are in the best position to monitor available stocks and report at early stages about possible issues.

An improved transparency would be needed as for the provided shortage information, to avoid patients’ concerns and the consequent risk of stockpiling and to avoid duplication of efforts. To this instance, MAHs are called to provide all available information requested by the notification form, including also multi-country information (e.g. related to API suppliers).

MAHs should also have a shortage prevention plan in place, addressing the entire life cycle of the specific product from sourcing of raw materials to manufacturing capacity and distribution. Wholesale distributors are also called to develop similar plans focusing on their specific role. Prevention plans should include an analysis of vulnerabilities and risks of interruption of supply, the assessment of the robustness of the supply chain arrangements and controls as well as of the need of revalidation, and the availability of a medicine shortage risk register to identify products of clinical importance by therapeutic use and availability of alternatives.

MAHs and wholesalers should also have a shortage management plan to be activated in case of issues with the availability of a certain product. To this instance, the capacity of available alternative manufacturing sites is critical, including CMOs which should always be kept timely informed by MAHs. A possible approach suggested by the guidance sees the development of a dashboard to continuously monitor signals for potential supply disruption. Procedures to identify true shortage points would also be needed to overcome the current limitation of the automated order systems.

The punctual implementation of Pharmaceutical Quality System according to ICH Q10 and ICH Q12 is also deemed fundamental to prevent any delay related to regulatory procedures that may impact on product availability. Product quality reviews (PQRs) are suggested as a possible tool to capture appropriate data and trends for continuous improvement.

The overall resilience of the supply chain should be supported by the justification of the adoption of the just-in-time supply model, particularly when limited alternatives are available. MAHs and wholesalers should guarantee the availability of suitable contingency stocks to face any unexpected delay.

Sub-optimal communication among different stakeholders should be also addressed by means of an improved cooperation, including a two-way communication system extending also to potential or actual shortages. Critical points of attention are identified in the intra-company communication between different departments, those between local MAH representatives and manufacturer, and the availability of information on stock levels to entities entitled to supply medicines to the public via ordering portals. Specific criteria for communication, together with the description of key processes and supply chain maps should be developed by each stakeholder.

Stockpiling is another critical practice to be avoided in order to ensure the fair and timely distribution of medicines. To this instance, healthcare professionals are called not to order or dispense more stock than normal in case of shortage, while MAH stock allocation practices between different countries should also take into account the clinical need of patients, and not just economic factors. Parallel trade should be also avoided as far as possible. NCAs should duly justify any decision to limit this practice, while companies should seek advice from their relevant authorities of the exporting country in case of critical shortages.


The new Annex 21 to GMPs

March 11, 2022 , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

by Giuliana Miglierini

The new Annex 21 to GMPs (C(2022) 843 final) that EIPG gave a significant contribution in reviewing the original draft and thoroughly presented it within a webinar to its members on August 2020, was published by the European Commission on 16 February 2022; the document provides a guideline on the import of medicinal products from extra-EU countries. The new annex will entry into force six months after its publication, on 21 August 2022. Its contents should be read in parallel with the EU Guide to Good Manufacturing Practice for Medicinal Products and its other annexes, those requirements continue to apply as appropriate.

Annex 21 details the GMP requirements referred to human, investigational and/or veterinary medicinal products imported in the European Union and European Economic Area (EEA) by holders of a Manufacturing Import Authorisation (MIA). The new Annex does not apply to medicinal products entering the EU/EEA for export only, as they do not undergo any process or release aimed to place them on the internal market. Fiscal transactions are also not considered as a part of the new annex.

The main principles

According to Annex 21, once a batch of a medicinal product has been physically imported in a EU/EEA country, including clearance by the custom authority of the entrance territory, it is subject to the Qualified Person (QP) certification or confirmation. Manufacturing operations in accordance with the marketing authorisation or clinical trial authorisation can be run on imported bulk and intermediate products prior to the QP certification/confirmation. To this regard, all importation responsibilities for both medicinal products and bulks/intermediates must be carried out at specific sites authorised under a MIA. These include the site of physical importation and the site of QP certification (for imported medicinal products) or QP confirmation (for bulk or intermediate products undergoing further processing).

Marketing authorisation holders (MAHs) for imported products authorised in the EU remain in any case the sole responsible for placing the products in the European/EEA market. Annex 21 requires sites responsible for QP certification to verify an ongoing stability program is in place at the third country site where manufacturing is performed. This last one has to transmit to the QP all the information needed to verify the ongoing product quality, and relevant documentation (i.e. protocols, results and reports) should be available for inspection at the site responsible for QP certification. QP’s responsibilities also extend to the verification that reference and retention samples are available in accordance to Annex 19 of the GMPs, and that safety features are placed on the packaging, if required.

Importation sites should be adequately organised and equipped to ensure the proper performance of activities on imported products. More specifically, a segregated quarantine area should be available to store the incoming products until the occurrence of release for further processing or QP certification/confirmation.

European GMP rules or equivalent standards shall be followed for the manufacturing of medicinal products in third countries due to be imported in the EU. The manufacturing process has to comply to the one described in the Marketing Authorisation (MA), the clinical trial authorization (CTA) and the relevant quality agreement in place between the MAH and the manufacturer. The respect of EU GMP rules or equivalent standards should be documented through regular monitoring and periodic on-site audits of the third country manufacturing sites, to be implemented by the site responsible for QP certification or by a third party on its behalf.

The QP of the importation site is also responsible for the verification of testing requirements, in order to confirm the compliance of the imported products to the authorised specifications detailed in the MA. The verification of testing requirements can be avoided only in the case a Mutual Recognition Agreement (MRA) or an Agreement on conformity assessment and acceptance of industrial products (ACAA) is in place between the European Union and the third country where the production of the medicinal product is located.

All agreements between the different entities involved in the manufacturing and importation process, including the MAH and/or sponsor, should be in the written form, as indicated by Chapter 7 of the EU GMP Guide.

The Pharmaceutical Quality System of the importing site

According to the European legislation (Chapter 1 of the EU GMP Guide), all activities performed in the EU with reference to the manufacturing and distribution of pharmaceutical products should fall under to umbrella of the company’s Pharmaceutical Quality System (PQS). This is also true for sites involved with importation activities, those PQS should reflect the scope of the activities carried out. A specific procedure should be established to manage complaints, quality defects and product recalls.

More in detail, the new Annex 21 establishes that sites responsible for QP certification of imported products (including the case of further processing before export with the exception of investigational medicinal products) have to run periodic Product Quality Reviews (PQR). In this case too, the respective responsibilities of the parties involved in compiling the Reviews should be specified by written agreements. Should the sampling of the imported product be conducted in a third country (in accordance with Annex 16 of the GMPs), the the PQR should also include an assessment of the basis for continued reliance on the sampling practice. A review of deviations encountered during transportation up to the point of batch certification should be also available, and a comparison should be run to assess the correspondence of analytical results from importation testing with those listed by the Certificate of Analysis generated by the third country manufacturer.

Full documentation available at MIA sites

The QP’s certification/confirmation step for an imported batch has to be paralleled by the availability of the full batch documentation at the corresponding MIA holder’s site; in case of need, this site may also have access to documents supporting batch certification, according to Annex 16. Other MIA holders involved in the process may access batch documentation for their respective needs and responsibilities, as detailed in the written agreements. A risk assessment is needed to justify the frequency for the review of the full batch documentation at the site responsible for QP certification/confirmation; the so established periodicity should be included in the PQS.

Annex 21 also lists the type of documents that should be available at the importation sites, including the details of transportation and receipt of the product, and relevant ordering and delivery documentation. This last one should specify the site of origin of the product, the one of physical importation and shipping details (including transportation route, temperature monitoring records, and customs documentation). Appropriate documentation should be also available to confirm reconciliation of the quantities of batches which underwent subdivision and were imported separately.

Requirements set forth in Chapter 4 of the GMPs apply to the retention of the documentation; the availability at the third country manufacturing site of an adequate record retention policy equivalent to EU requirements shall be assessed by the site responsible for QP certification. Should it be appropriate, translations of original documents and certificates should be provided to improve understanding.


A study on medicines shortages from the European Commission

December 24, 2021 , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ,

by Giuliana Miglierini

The study on medicines shortages commissioned in March 2020 by the European Commission upon request of the European Parliament and Council has been published; the document, prepared by a consortium led by Technopolis, suggests 16 possible policy measures – both legislative and not-legislative – that the Commission may consider while drafting a new legislative proposal to govern the issue, expected to be announced at the end of 2022.

According to the current EU pharmaceutical legislation (Directive 2001/83/EC), marketing authorization holders (MAHs) have to submit – two months before the temporary or permanent interruption of supply of a certain medicinal product – a pre-notification to the relevant national competent authorities (NCAs) (Article 23a, a part in the case of exceptional circumstances).

The mandate to continue supply to cover the needs of patients, and respective responsibilities of MAHs and wholesale distributors are established by Article 81 of the same directive.

The new study will support some of the achievements set forth in the Pharmaceutical Strategy; another action undertaken to reduce the impact of shortages in the EU is represented by the EU Executive Steering Group on Shortages of Medicines Caused by Major Events, an initiative set up in March 2020 with the contribution of the Commission, EMA and member states.

“The Commission study on shortages by Technopolis confirms that current market framework conditions for off-patent medicines play against supply resilience – said Rebecca Guntern, President ad-interim of Medicines for Europe, commenting the release of the study –. As long as healthcare systems only focus on the cheapest possible price for off-patent medicines and do not reward investments to ensure robust supply chains, the only option for companies is to be the cheapest or to leave the market.”

The main outcomes of the study

The study on shortages focused its attention on medicines for human use marketed in the EU/ EEA in the period 2004-2020. The main objectives of the exercise include the identification of shortages’ root causes and specific characteristics, the assessment of the adequacy of the current framework (at EU and national level) and of possible solutions to address the problem.

Data from the shortages registries kept by national competent authorities (NCAs) of 22 EU’s countries was only available for years 2007-2020. Commercial data on pharmaceutical sales from IQVIA MIDAS was also used, and extensive consultation with stakeholders was run under different formats.

Central to the 16 recommendations highlighted in the study is the establishment of a centralized and harmonised EU-wide definition of medicine shortages, as well as of harmonised reporting criteria. The latter should aim to collect sufficiently detailed information on key parameters (e.g. product details, MAH, details on the shortage and impact).

Different definitions, systems for notifications and type of information requested are currently in use in the various member states; even the definition of “shortage” agreed in 2019 by EMA and HMA was not considered by stakeholders adequate to differentiate between critical and non-critical shortages. According to the report, this fragmented situation doesn’t allow for the sharing of data and comparative analysis between countries, thus resulting in the overall inefficiency of the system.

Attention should be paid also to the creation of a EU-wide list of medicines subject to critical shortages; specific policies and regulations may be developed on this basis to improve their availability. Medicines typically experiencing shortages are older, off-patent and generics drugs with low profit margins; the main therapeutic areas involved include pain, hypertension, infections and oncology.

The creation of dialogue platforms at the national level is also envisaged, where to exchange the point of view of different supply chain stakeholders (including patients and healthcare providers). The study highlights the high burden shortages create on pharmacists and physicians looking for the best possible treatment alternative for their patients. A possible way to address this issue would see the availability of information about alternative medicines in shortage databases. In many cases, this type of occurrence is referred just to some countries within the EU, thus suggesting inequitable distribution and access rather than global supply issues may play a major role in shortages.

Understanding the root causes

Limited reporting is a key point to be solved in order to improve the understanding of root causes of shortages. According to the study, a reductionist approach to reporting is often used; this makes fully evident just acute causes (e.g. a problem at the production site), but leaves unattended more systemic issues (e.g. consolidation of manufacturing, resulting in a very limited number of production sites) and market-related factors (e.g. single-winner procurement practices).

Quality and manufacturing issues account for approx. half of all cases of shortages, suggest the report; among commercial reasons are market withdrawals and unexpected increases in demand. The information available for the analysis was judged insufficient to exactly asses the potential risks linked to outsourcing of manufacturing activities (including the production of APIs) and parallel distribution.

The proposed recommendations ask for greater transparency of industry supply quotas as well as parallel traders’ and wholesalers’ transactions. Suppliers should establish adequate shortage prevention and mitigation plans; legal obligations for MAHs and wholesalers are suggested in order to maintain a safety stock of (unfinished) products for medicines of major therapeutic interest at EU-level.

A new legislation to tackle shortages

The provisions set forth by Articles 23a and 81 of the Directive have been transposed differently into the single national legislations, often well before the establishment of the shortages registries. Several EU’s countries have acted on their own to strengthen the system, for example establishing mandatory reporting on stock levels and export restrictions. Nevertheless, according to the study available data are not sufficient to draw final conclusions on the costs and efficacy of stock keeping obligations on the level of (notified) shortages in the countries where they were introduced.

A more pro-active approach to the management of medicines shortages by MAHs and distributors may be supported by the availability of a EU-wide and uniform legislation governing financial sanctions to be applied if notification requirements and/or supply responsibilities are not met. Other suggestions include the adoption of common principles for the introduction of national restrictions on intra-EU trade, and the availability of greater flexibilities for emergency imports of specific products in case of market withdrawals and other critical shortages. As for procurement, the study indicates the opportunity to address public procurement tenders also considering the incorporation of requirements for more diversified, multiple tenderers and thereby supply sources.

From a regulatory perspective, the document highlights the opportunity to reduce costs and simplify administrative procedures for the submission of post-approval changes. The availability of an accelerated mutual recognition procedure (MRP) within the EU is also suggested, together with a more efficient use of the Repeat Use Procedure. Improved flexibility should be a target also with respect to the EU-wide regulation governing medicines packaging and labelling, so to allow for the use of digital leaflets and multi-country/multi-language packaging and labelling.