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Pharmaceutical Development

Best Practices for Evaluating Potential Nitrosamines in Pharmaceutical Ingredients CMC ConsultingPharmaceutical DevelopmentPharmaceutical ManufacturingPharmaceutics ProcessQuality Assurance
April 22, 2025

Best Practices for Evaluating Potential Nitrosamines in Pharmaceutical Ingredients

Introduction Nitrosamines have been identified as potential impurities in pharmaceuticals, raising significant concerns due to their carcinogenic properties. Regulatory agencies, including the U.S. Food and Drug Administration (FDA) and the European Medicines Agency (EMA), have intensified scrutiny on nitrosamine contamination in drug products, prompting manufacturers to implement risk assessment and mitigation strategies.   Sources of Nitrosamines in Pharmaceuticals Nitrosamines can form through various pathways, often as unintended byproducts of chemical synthesis, degradation, or interactions between raw materials. One common source is the reaction between secondary or tertiary amines with nitrosating agents (e.g., nitrites, nitrogen oxides) under mildly acidic or high-temperature conditions. APIs containing amine moieties or manufactured using amine-based reagents are particularly susceptible to forming Nitrosamine Drug Substance-Related Impurities, or NDSRIs. Additionally, contaminated solvents, catalysts, or excipients—such as lubricants or dyes—can introduce nitrosamine precursors into the production process. Cross-contamination from equipment or recycled materials may also contribute to the problem. After synthesis, nitrosamines can form during storage if drug products are…
Big Data Meets Big Pharma 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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Who Needs CMC Consultants? You do. 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…