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Correlations

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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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Radiological Investigation II: MRI and Ventilation Perfusion Scan01:30

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In statistics, correlation describes the degree of association between two variables. In the subfield of linear regression, correlation is mathematically expressed by the correlation coefficient, which describes the strength and direction of the relationship between two variables. The coefficient is symbolically represented by 'r' and ranges from -1 to +1. A positive value indicates a positive correlation where the two variables move in the same direction. A negative value suggests a...
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Metaplastic Breast Carcinoma: Radiologic-Pathologic Correlation.

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Metaplastic breast carcinoma (MBC) is a rare, aggressive triple-receptor negative breast cancer. Imaging findings are nonspecific, often mimicking benign tumors, necessitating careful radiologic and pathologic evaluation.

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Area of Science:

  • Oncology
  • Radiology
  • Pathology

Background:

  • Metaplastic breast carcinoma (MBC) is a rare, aggressive malignancy characterized by epithelial differentiation into mesenchymal and/or squamous components.
  • It is typically a triple-receptor negative invasive breast cancer (TNBC) with nonspecific imaging findings.
  • MBC often presents as a larger mass in postmenopausal women, with a higher incidence of distant metastases but less frequent axillary nodal involvement.

Purpose of the Study:

  • To review the pathological definition, clinical presentation, and imaging characteristics of metaplastic breast carcinoma.
  • To highlight the differential diagnosis of MBC, emphasizing its potential to mimic benign breast lesions.
  • To underscore the importance of considering MBC in the differential diagnosis, particularly with specific clinical findings.

Main Methods:

  • Review of pathological features defining MBC.
  • Analysis of characteristic imaging findings across mammography, ultrasound (US), and magnetic resonance imaging (MRI).
  • Discussion of clinical presentation and comparison with non-MBC breast cancers.

Main Results:

  • Mammography typically shows circumscribed masses; spiculated features are less common than in non-MBC.
  • Ultrasound often reveals solid masses with cystic spaces (necrosis).
  • MRI may show T2 hyperintense masses with rim enhancement; findings can mimic benign tumors.

Conclusions:

  • Radiologists should include MBC in the differential diagnosis for breast masses with nonspecific imaging features, especially in postmenopausal women with palpable findings.
  • Accurate pathologic diagnosis on core biopsy can be challenging due to MBC's heterogeneity.
  • Metaplastic breast carcinoma is associated with a worse long-term prognosis compared to other invasive breast cancers, including other TNBCs.