Can disease, injury, or trauma affect the specificity or sensitivity of laboratory (lab) tests?

Medical Advisory BoardAll articles are reviewed for accuracy by our Medical Advisory Board
Educational purpose only • Exercise caution as content is pending human review
Article Review Status
Submitted
Under Review
Approved

Last updated: February 15, 2025View editorial policy

Personalize

Help us tailor your experience

Which best describes you? Your choice helps us use language that's most understandable for you.

From the Guidelines

Yes, disease, injury, or trauma can affect the specificity or sensitivity of laboratory tests.

Factors Influencing Test Accuracy

  • The presence of disease, injury, or trauma can alter the test results, leading to changes in sensitivity and specificity 1.
  • The severity of the disease can also impact test sensitivity, with more severe cases resulting in higher sensitivity 1.
  • The population being tested, including the prevalence of the disease, can influence the positive predictive value (PPV) and negative predictive value (NPV) of a test 1.

Test Characteristics

  • Sensitivity is defined as the percentage of people with the disease who are detected by the test, while specificity is the percentage of people without the disease who are correctly labeled as not having the disease 1.
  • The choice of a discriminant value can affect a test's specificity and sensitivity, and this value may vary depending on the population being tested 1.

Study Design Considerations

  • The design of diagnostic test accuracy studies, including cross-sectional, nested patient-control, and patient-control studies, can impact the assessment of test sensitivity and specificity 1.
  • The STARD initiative and QUADAS-2 tool can be used to evaluate the quality of diagnostic test accuracy studies and assess the risk of bias and applicability of the results 1.

From the Research

Disease, Injury, or Trauma Impact on Lab Tests

  • Disease, injury, or trauma can affect the specificity or sensitivity of laboratory tests, as shown in studies 2, 3, 4, 5, 6
  • The sensitivity and specificity of a diagnostic test may vary with disease prevalence, with higher prevalence often resulting in higher sensitivity and lower specificity 3, 6
  • Predictive values of a test, such as positive and negative predictive values, also change with disease prevalence, making it essential to consider the population's prevalence when interpreting test results 2, 4

Factors Influencing Test Sensitivity and Specificity

  • Patient spectrum, including factors such as age, gender, and comorbidities, can impact test sensitivity and specificity 3, 5
  • The type and severity of injury or trauma can also influence test results, with certain tests being more useful in specific situations 5
  • Clinicians should consider the implications of disease prevalence and spectrum when interpreting the results from studies of diagnostic test accuracy 6

Laboratory Testing in Trauma Care

  • Routine laboratory testing may not be useful for most trauma patients, and the need for certain tests should be reconsidered 5
  • Trauma patients often have abnormal values for specific laboratory parameters, such as D-dimer, pO2, glucose, creatinine, and alcohol, while other tests may be less useful 5
  • A more targeted approach to laboratory testing in trauma care may be necessary to improve patient outcomes and reduce unnecessary testing 5

References

Guideline

Guideline Directed Topic Overview

Dr.Oracle Medical Advisory Board & Editors, 2025

Research

Variation of a test's sensitivity and specificity with disease prevalence.

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne, 2013

Research

The use of routine laboratory testing in acute trauma care: A retrospective analysis.

Ulusal travma ve acil cerrahi dergisi = Turkish journal of trauma & emergency surgery : TJTES, 2022

Research

The association of sensitivity and specificity with disease prevalence: analysis of 6909 studies of diagnostic test accuracy.

CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne, 2023

Professional Medical Disclaimer

This information is intended for healthcare professionals. Any medical decision-making should rely on clinical judgment and independently verified information. The content provided herein does not replace professional discretion and should be considered supplementary to established clinical guidelines. Healthcare providers should verify all information against primary literature and current practice standards before application in patient care. Dr.Oracle assumes no liability for clinical decisions based on this content.

Have a follow-up question?

Our Medical A.I. is used by practicing medical doctors at top research institutions around the world. Ask any follow up question and get world-class guideline-backed answers instantly.