Jason Kaimana 0
0
Pharmaceutical IndustryRegulatory
September 19, 2024

Regulatory Landscape 2024

Recent trends in the regulatory landscape and healthcare could significantly impact the pharmaceutical industry. Expansion of Therapeutic Modalities: The modality landscape is broadening beyond traditional small molecules and proteins to include peptides, antibody-drug conjugates, nucleotide-based therapies (especially antisense oligonucleotides, siRNAs, and mRNAs), radionuclides (theranostics) and cell and gene therapies. This diversification brings new preclinical and drug development requirements and additional regulatory complexities.  For example, the complexities of bringing a radionuclide to market are amplified when regulatory agencies must cope with the fact that most radioactive therapeutics need to be used within one week – and often the same day – that they are manufactured.  These requirements necessitate regulation at the level of the radionuclide generator itself (68Ga and 99mTc) or as radionuclide precursor formulations (177Lu, 111In, 64Cu, 90Y) due to the sophisticated infrastructure involved. Increased Focus on Digital Technology: Regulatory changes in 2024 aim to clarify technology and data collection rules. This includes updates to the International Council for Harmonisation's…
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Jason Kaimana 0
0
Data ManagementPharmaceutical IndustryResearch
August 13, 2024

AI in Pharmaceuticals: Embracing a Competitive Advantage 

The integration of generative AI in the pharmaceutical industry is revolutionizing drug development and manufacturing processes. This transformation is driven by the rapid advancements in AI technology, offering a competitive advantage to companies that adopt these innovations.  LLMs & AI Agents  Large Language Models (LLMs) such as GPT-4, are a type of AI that excels at understanding and generating natural language text. In pharmaceuticals, LLMs are useful for summarizing large amounts of scientific literature, generating hypotheses based on existing research, and facilitating communication between researchers and clinicians. They can also be used to create patient education materials and interpret complex medical data.  LLMs differ from AI agents in that agents have more autonomy. Agents are designed to automate tasks they are trained for, and don’t require as much human direction and input. Agents are designed for analyzing data, predicting outcomes, and optimizing processes. Some of their complex roles include drug discovery tasks, drug development and manufacturing optimization, and optimizing clinical…
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Justin Cesnavicius 0
0
BusinessData ManagementPharmaceutical Development
June 7, 2024

Big Data Meets Big Pharma

Burgeoning Data The amount of data generated daily has grown exponentially in recent history. According to an article by Fabio Duarte, almost 329 million terabytes of data are generated each day, totaling 120 zettabytes annually (1 zettabyte = 1,000,000,000,000,000,000,000 bytes). Sensors on manufacturing equipment generate data based on current conditions and equipment performance. IoT devices can process this data to make immediate adjustments for optimal performance, quality, and regulatory compliance. Processing this “big data” efficiently can be a major source of competitive advantage for pharma companies. Big Data Analytics Aggregated data generated by equipment-bound sensors can differ from the data found in traditional datasets and processed by analytical methods. Traditional analysis focuses on static data and historical trends but is less effective with high-volume, real-time data. Data veracity is vital to transforming data into usable information; big datasets have a huge pool of data to offset outliers and reduce human error during analysis. Big data frameworks like open-sourced Hadoop and…
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Brian James 0
0
CMC Consutants, Gmp,Good,Manufacturing,Practice,Medicine,Pharmacy,Сoncept.,Quality,Control,Standards
CMC ConsultingPharmaceutical ConsultantPharmaceutical Development
February 23, 2023

Who Needs CMC Consultants? You do.

The pharmaceutical industry is a highly regulated field that requires attention to detail at every stage of product development. The Chemistry, Manufacturing, and Controls (CMC) aspect of drug development is critical, as it involves ensuring the safety, quality, and efficacy of the final product. CMC consultants are professionals who specialize in providing expert advice and guidance in this field, and they can be an invaluable asset to pharmaceutical companies throughout the development process. Regulatory Compliance One of the primary benefits of hiring a pharmaceutical CMC consultant is their expertise in regulatory compliance. The pharmaceutical industry is heavily regulated, and there are numerous guidelines and regulations that companies must adhere to in order to bring their products to market. CMC consultants are well-versed in these regulations and can help companies navigate the complex regulatory landscape, ensuring that their products meet all the necessary requirements. Cost-Effectiveness Developing a new drug can be a costly and time-consuming process. Pharmaceutical CMC consultants can help…
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Brian James 0
1
QMS, QA, Release Testing
Quality Assurance
December 15, 2022

Is Your QMS Up to the Task?

What is a Quality Management System (QMS)? A QMS is a set of policies, procedures, and processes that are put in place to ensure that a product meets the required quality standards. In pharmaceutical manufacturing, a QMS is put in place to ensure that products are produced consistently and meet regulatory requirements. A QMS includes processes such as quality control, quality assurance, and quality improvement. Why is a QMS Important in Pharmaceutical Manufacturing? The implementation of a robust Quality Management System in pharmaceutical manufacturing is crucial for several reasons: Compliance with Regulatory Standards The pharmaceutical industry is highly regulated, and regulatory bodies such as the Food and Drug Administration (FDA) and the European Medicines Agency (EMA) require that pharmaceutical manufacturers comply with strict regulations to ensure the safety and efficacy of their products. A Quality Management System is an important tool, among many, that a manufacturer uses to help with compliance with these regulations, reducing the risk of non-compliance and…
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