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Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
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Statistical tests can calculate whether there is a relationship, or correlation, between independent and dependent variables. An indirect relationship of the variables signifies a correlation, while a direct relationship shows causation. If it is determined that no connection exists between the variables, then the correlation is a coincidence.
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In statistics, two variables are said to be correlated if the values of one variable are associated with the other variable. Depending on the relationship between two variables, correlation can be of three types– positive correlation, negative correlation, and zero correlation.
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Related Experiment Video

Updated: Feb 10, 2026

Investigating the Function of Deep Cortical and Subcortical Structures Using Stereotactic Electroencephalography: Lessons from the Anterior Cingulate Cortex
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Migraine improvement correlates with posterior cingulate cortical thickness reduction.

Vanise C G Amaral1, Gustavo Tukamoto2, Tadeu Kubo2

  • 1Departamento de Neurologia e Neurocirurgia, Universidade Estadual do Amazonas, Manaus, AM, Brasil.

Arquivos De Neuro-Psiquiatria
|May 30, 2018
PubMed
Summary

Migraine patients show cortical thickness changes in visual and pain processing areas compared to controls. Improvement in headache frequency and intensity correlated with changes in the left posterior cingulate cortex.

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Area of Science:

  • Neuroscience
  • Medical Imaging

Background:

  • Migraine is a complex neurological disorder.
  • Understanding the underlying brain changes is crucial for effective treatment.

Purpose of the Study:

  • To correlate migraine improvement after prophylactic therapy with changes in cortical thickness.
  • To investigate the relationship between headache index and cortical alterations.

Main Methods:

  • Magnetic resonance imaging (MRI) was used to obtain cortical thickness maps from 19 migraine patients before and after treatment.
  • FreeSurfer software was employed for MRI analysis.
  • Cortical changes were correlated with the headache index (HI).

Main Results:

  • Patients with migraine exhibited increased cortical thickness in the right cuneus, precuneus, somatosensory, and superior parietal cortices compared to controls.
  • No significant cortical changes were observed between the first and second scans in patients.
  • A negative correlation was found between headache index improvement and cortical thickness changes in the left posterior cingulate cortex.

Conclusions:

  • Migraine patients display distinct cortical thickness patterns in brain regions associated with vision and pain processing.
  • Cortical changes in the left posterior cingulate cortex are linked to headache frequency and intensity, suggesting its role in pain modulation and chronic pain development.