Blog
Five Recurring Deficiencies in Biologic Assay Submissions
Every biologic program passes through regulatory review, and the bioanalytical package is among the most scrutinized components of any submission. Agencies including the FDA and EMA consistently issue questions, information requests, and deficiency letters tied to assay validation, immunogenicity characterization, and data integrity. What follows is not a catalog of individual enforcement actions but a…
Validating Bioanalytical Assays Under ICH M10
A Practical Walkthrough for Biologics Sponsors For years, sponsors developing biologic therapeutics navigated a patchwork of regional expectations for bioanalytical method validation. A study designed to satisfy FDA bioanalytical method validation (BMV) guidance did not always map cleanly onto EMA expectations, and submissions intended for multiple regions often required duplicated or reconciled validation work. The…
From Biologics to Gene Therapy: A Conversation with Jim McNally
Overview Carolina Molecular recently sat down with Jim McNally of Sword Bio to discuss his path from the Gulf Coast of Mississippi into biotech and drug development, the evolution of CRO partnerships, and the increasing complexity of modern therapeutics. Throughout the conversation, Jim shares perspectives shaped by years of experience across academia, pharma, biotech, and…
How CRO Partnerships Accelerate Biologic Drug Development
How CRO Partnerships Accelerate Biologic Drug Development Biologic drug development is inherently complex. Unlike small molecules, biologics—monoclonal antibodies, fusion proteins, cytokines, gene therapies, and other advanced modalities—require highly specialized analytical characterization, immunogenicity assessment, and regulatory rigor. Internal teams at biotechnology companies often operate with lean headcount and limited infrastructure. As a result, strategic partnerships with…
Bioanalytical Challenges in Cell and Gene Therapy Products
Bioanalytical Challenges in Cell and Gene Therapy Products Cell and gene therapies (CGTs) represent one of the fastest-growing and most scientifically demanding areas of modern medicine. Unlike traditional small molecules or standard biologics, CGT products introduce living cells, viral vectors, nucleic acids, and genetically engineered constructs into patients. These therapies can produce durable, sometimes curative…
CRO Selection as a Long-Term Scientific Partnership
Choosing a contract research organization (CRO) is one of the earliest—and most consequential—decisions a biotech company makes. While CRO selection is often framed around immediate study needs, timelines, or cost, this short-term view can create downstream challenges as programs advance. In reality, the right CRO functions not as a vendor, but as a long-term scientific…
Building Scalable Bioanalytical Workflows for Rapid Biotech Growth
Scalable Organizational Structure in the CRO Environment Rapid growth challenges not only bioanalytical workflows, but also the organizational structures that support them. For sponsors, a common concern when working with a fast-growing CRO is whether scientific rigor, data quality, and regulatory discipline can be maintained as teams expand and programs multiply. A scalable CRO organization…
Preparing for GLP and GCLP Compliance in Bioanalytical Studies
Bioanalytical laboratories sit at a critical juncture in drug development, supporting non-clinical toxicology/PK studies and human clinical trials. Ensuring compliance with both 21 CFR Part 58 (“GLP”) for non-clinical work and with Good Clinical Laboratory Practice (GCLP) frameworks for clinical sample analysis builds data integrity, regulatory trust and operational robustness. In this article we review…
Strategies for Immunogenicity Mitigation During Clinical Development
Immunogenicity—the immune system’s ability to recognize and respond to a therapeutic protein—remains one of the greatest challenges in biologics development. Unwanted immune activation can generate anti-drug antibodies (ADAs) that neutralize efficacy, accelerate drug clearance, or provoke hypersensitivity reactions. Even when responses are subclinical, they can compromise pharmacokinetics and increase interpatient variability. Because immunogenicity can arise…
The Future of Immunogenicity Testing with AI & Machine Learning – Part 1: Intended Immunogenicity
Immunogenicity testing—assessing whether a vaccine antigen or vector will provoke an immune response—has long relied on experimental assays (in vitro T cell and B cell assays, ELISpot, cytokine readouts) and ultimately clinical data. As datasets expand and computational tools advance, **machine learning (ML)** and **artificial intelligence (AI)** are redefining how we predict, optimize, and understand…