Correlation between genomic index lesions and mpMRI and 68Ga-PSMA-PET/CT imaging features in primary prostate cancer

Claudia Kesch1, Jan-Philipp Radtke1, Axel Wintsche2

  • 1Department of Urology, University Hospital Heidelberg, Im Neuenheimer Feld 517, D-69120, Heidelberg, Germany.

Scientific Reports
|November 14, 2018
PubMed

Insights

Advanced imaging like MRI and PSMA-PET/CT can pinpoint aggressive prostate cancer (PCa) lesions. This study correlates imaging findings with genomic alterations, paving the way for better PCa characterization.

Area of Science:

  • Urology
  • Oncology
  • Radiology
  • Genomics

Background:

  • Prostate cancer (PCa) management relies on assessing disease significance and progression.
  • Emerging imaging techniques like multiparametric MRI (mpMRI) and 68Ga-PSMA-PET/CT offer new ways to visualize PCa.
  • The correlation between imaging findings and the underlying genomic landscape of PCa remains largely unexplored.

Purpose of the Study:

  • To establish a genomic index lesion based on chromosomal copy number alterations (CNAs) as a marker of PCa aggressiveness.
  • To correlate CNA profiles from prostate biopsies with imaging features from mpMRI and 68Ga-PSMA-PET/CT.
  • To explore the potential of radiogenomics in distinguishing between indolent and aggressive PCa lesions.

Main Methods:

  • Analysis of CNA profiles from 46 biopsies (suspicious and unsuspicious areas) from five high-risk PCa patients.
  • Correlation of CNA data with imaging features obtained from mpMRI and 68Ga-PSMA-PET/CT.
  • Performance of radiogenomic analyses to link imaging and genomic data.

Main Results:

  • Significant CNAs (≥10 Mbp) were identified in 22 of 46 biopsies, with chromosome 8p, 13q, and 5q losses being most frequent.
  • A strong correspondence was observed between radiologic findings and genomic index lesions.
  • Radiogenomic analyses indicated the potential to develop imaging signatures for differentiating lesion aggressiveness.

Conclusions:

  • Imaging features from mpMRI and 68Ga-PSMA-PET/CT can effectively guide clinicians to the most genomically aggressive lesions in prostate cancer.
  • Radiogenomics holds promise for improving the differentiation between indolent and aggressive forms of PCa in future clinical practice.

Related Concept Videos

Imaging Studies I: CT and MRI01:14

Imaging Studies I: CT and MRI

Introduction: MRI and CT scans are crucial advancements in medical imaging techniques, playing a vital role in diagnosing conditions related to the gastrointestinal (GI) system. Each scan serves distinct purposes, targets specific areas, and requires unique nursing duties.
Description of the Procedures
Computed Tomography (CT) scan:
Computed Tomography (CT) scans use X-ray technology to generate detailed images of bones, organs, and tissues. During the scan, the patient lies on a moving table...
883
Imaging Studies for Cardiovascular System V: CT01:28

Imaging Studies for Cardiovascular System V: CT

Cardiac computed tomography (CT) scanning is an advanced cardiac imaging technique that utilizes CT technology, with or without intravenous (IV) contrast, to produce accurate cross-sectional virtual slices of specific areas of the heart, coronary circulation, and major blood vessels such as the aorta, pulmonary veins, and arteries. The computer processes these slices to generate three-dimensional images. Multidetector CT (MDCT) is a rapid form of CT scanning that captures multiple slices...
366
Genomics02:02

Genomics

Genomics is the science of genomes: it is the study of all the genetic material of an organism. In humans, the genome consists of information carried in 23 pairs of chromosomes in the nucleus, as well as mitochondrial DNA. In genomics, both coding and non-coding DNA is sequenced and analyzed. Genomics allows a better understanding of all living things, their evolution, and their diversity. It has a myriad of uses: for example, to build phylogenetic trees, to improve productivity and...
40.7K
Correlations02:20

Correlations

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...
35.9K
Correlation and Causation01:27

Correlation and Causation

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.
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
42.7K
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT01:25

Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT

Calcium-Scoring CT ScanA calcium-scoring CT scan, also known as coronary artery calcium (CAC) scan, detects calcium deposits in the coronary arteries. This test assesses the risk of coronary artery disease (CAD), which can lead to cardiovascular events such as angina, heart failure, and sudden cardiac arrest.A calcium-scoring CT scan is generally recommended for individuals at intermediate risk of CAD without symptoms. It includes:Men aged 40-75 and women aged 50-75: Especially those with a...
486