Baseline Imbalance

Baseline imbalance is a difference in participants’ characteristics between groups at the beginning of a medical study, before an intervention or exposure occurs. It may involve age, sex, disease severity, prior treatment, or other clinical factors, and can arise through chance, sampling, or nonrandom group assignment. Because these differences can influence outcomes independently of the intervention, researchers assess baseline characteristics and may use stratification, matching, regression adjustment, or other statistical methods to improve comparisons. Recognizing baseline imbalance supports more accurate interpretation of clinical trials, observational studies, and treatment effectiveness, helping distinguish intervention effects from pre-existing group differences.

Baseline Imbalance - Related Videos

Education

JoVE Core - Anatomy and Physiology

Homeostatic Imbalance

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2025

Homeostasis is the maintenance of a stable internal environment within the body, which is crucial for the proper functioning of cells, tissues, organs, and organ systems. The body has various control mechanisms that work together to regulate various physiological parameters such as temperature, blood pressure, pH balance, and fluid balance, to name a few. These control mechanisms are based on feedback loops that can be either positive or negative. However, sometimes these feedback loops fail,...

Imbalances in Cardiac Output

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2025

The heart's primary function is to pump blood throughout the body, maintaining a balance between blood sent out (cardiac output) and blood returning (venous return). If this balance is disrupted, it can result in congestive heart failure (CHF), a severe condition where the heart becomes an inefficient pump, leading to inadequate blood circulation. CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send blood...

Homeostatic Imbalances in Body Temperature

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2024

Hyperthermia occurs when the body's temperature becomes unusually high, often due to heat exposure, intense physical activity, or certain illnesses. This condition can create a dangerous cycle where elevated body temperature increases the metabolic rate, generating more heat and potentially leading to organ failure and brain damage. A severe form of hyperthermia, called heat stroke, can raise body temperature to life-threatening levels. Fever, on the other hand, is a controlled form of...

Blood Pressure Imbalances and Circulatory Shock

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2024

Disorders affecting blood volume, vascular tone, or vascular function can disrupt vascular homeostasis, including conditions like hypertension, hemorrhage, and shock. Blood Pressure: Hypertension and Hypotension Normal blood pressure is 120/80 mm Hg. Elevated blood pressure is 120-129/under 80 mm Hg. Hypertension, warranting treatment at 130/80 mm Hg, is often asymptomatic and can lead to severe cardiovascular events, aneurysms, peripheral arterial disease, chronic renal disease, or cardiac...

Research

JoVE Journal - Immunology and Infection

Human In Vitro Suppression as Screening Tool for the Recognition of an Early State of Immune Imbalance

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2011

Tregs are potent suppressors of the immune system. There is a lack of unique surface markers to define them, hence, definitions of Tregs are primarily functional. Here we describe an optimized in vitro assay capable of identifying immune imbalance in subjects at risk to develop T1D.

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