Clinical Trial Design: A New Level of Scientific Rigor
Strong clinical trial design begins long before patient enrollment. Here’s what researchers should know about building a clear, feasible path from preclinical work to human studies.

Just one in ten drugs that enter clinical testing reach the market. For all the breakthroughs that begin in academic labs, most will stall somewhere between early human studies and large-scale trials. While many of these setbacks stem from a lack of demonstrated efficacy, poor clinical trial design and planning also play a significant role.
For many academic scientists, the transition from discovery to first-in-human testing is where the scientific method meets a new kind of rigor—one that demands careful design, regulatory navigation, and statistical foresight. Understanding how the three main phases of clinical trials work together, and how design decisions shape them, is essential for translating promising science into viable therapies.
Clinical Trials 101
Before a drug can be approved for use, it must pass through several phases of clinical testing, each designed to answer a specific set of questions.
Phase 1 trials are the first time a new therapeutic is tested in humans. Typically involving 40 to 60 healthy volunteers, these studies focus on safety, pharmacokinetics (what the body does to a drug), and determining a safe dosage range. In cases where drugs are expected to have serious side effects—such as oncology drugs—or require specialized delivery methods, Phase 1 studies may instead enroll patients with the target condition.
Once safety is established, Phase 2 trials shift attention to the drug’s intended population. These studies identify therapeutic dose levels and dosing frequencies and look for preliminary signs of efficacy. Phase 3 trials are large-scale studies that confirm safety and efficacy in hundreds or thousands of participants, often using endpoints defined by regulatory agencies such as the US FDA. While two Phase 3 studies are the standard path to approval, exceptions exist for rare or life-threatening conditions.
After approval, Phase 4 post-marketing studies continue to collect data on long-term safety, efficacy, and real-world use.
Is a Clinical Trial Feasible?
Before launching into trial design, researchers must determine whether a study is even feasible. Clinical trials are expensive, time-consuming, and logistically complex.
A practical approach (and a SPARK NS mantra) is to start with the end in mind. Identify the intended commercial indication and imagine what a successful Phase 3 program would need to demonstrate for regulators, clinicians, and payors. From that endpoint, work backwards to outline what Phase 2 and Phase 1 studies must achieve to build a credible development path.
Key considerations include the target population, availability of biomarkers for patient selection, trial duration and size, cost, and the competitive landscape for patient enrollment.
Designing a Clinical Trial
Every trial design is shaped by its phase, therapeutic type, and patient population. Before any clinical testing can begin in the US, investigators must file an Investigational New Drug (IND) application with the FDA. Included in the application is the clinical protocol and overall development plan.
A strong clinical plan should clearly define the patient population, inclusion and exclusion criteria, outcome measures, and statistical considerations. Randomized controlled trials remain the gold standard because they minimize bias and balance confounding factors, but uncontrolled or open-label studies may be appropriate when efficacy is not the primary endpoint—such as in early dose-finding work.
Researchers must also specify how efficacy and safety will be measured, identify primary, secondary, and surrogate endpoints, and ensure the study has enough statistical power to detect meaningful differences.
“The importance of a well-written clinical trial protocol is underscored by the wide range of individuals who read it,” said Dr. Lyn Frumkin, MD, PhD, a biotechnology consultant and SPARK NS industry expert advisor.
From investigators and clinical trial research assistants to regulatory scientists and even potential investors, the protocol is the blueprint that keeps everyone aligned.
Plan Early, Plan Smart
It may seem premature to think about clinical trials when preclinical work is still early in development, but planning early helps ensure a smooth path to translation. A well-structured clinical plan is not only required for an IND submission—it also informs the design of the preclinical studies that will be used to support moving the drug into clinical testing, such as toxicology studies conducted under Good Laboratory Practice (GLP) standards.
“When designing your clinical development plan, consult with clinicians and business development advisors to ensure you’re on the right path and have considered all required details,” advised Kevin Grimes, MD, MBA, Chief Clinical and Education Advisor at SPARK NS. Engaging statisticians and key opinion leaders early, and referencing your Target Product Profile (TPP), can help optimize the design and improve the likelihood that your discovery will move successfully from bench to bedside.
Learn More
- Dive deeper into clinical trials and other aspects of drug development in the SPARK NS Learning Center. Learn more and request free access here.
- Learn more about D-SPARK, a Phase 2b study evaluating the efficacy of orally administered D-serine in patients with clinically established Parkinson’s disease.
- Explore the projects and principal investigators currently in the SPARK NS Program
- Learn more about the SPARK NS Translational Research Program