Journal article icon

Journal article

Histomic and transcriptomic features of MRI-visible and invisible clinically significant prostate cancers are associated with prognosis

Abstract:
Magnetic resonance imaging (MRI) is increasingly used to triage patients for prostate biopsy. However, 9% to 24% of clinically significant (cs) prostate cancers (PCas) are not visible in MRI. We aimed to identify histomic and transcriptomic determinants of MRI visibility and their association to metastasis, and PCa-specific death (PCSD). We studied 45 radical prostatectomy-treated patients with csPCa (grade group [GG]2-3), including 30 with MRI-visible and 15 with MRI-invisible lesions, and 18 men without PCa. First, histological composition was quantified. Next, transcriptomic profiling was performed using NanoString technology. MRI visibility-associated differentially expressed genes (DEGs) and Reactome pathways were identified. MRI visibility was classified using publicly available genes in MSK-IMPACT and Decipher, Oncotype DX, and Prolaris. Finally, DEGs and clinical parameters were used to classify metastasis and PCSD in an external cohort, which included 76 patients with metastatic GG2-4 PCa, and 84 baseline-matched controls without progression. Luminal area was lower in MRI-visible than invisible lesions and low luminal area was associated with short metastasis-free and PCa-specific survival. We identified 67 DEGs, eight of which were associated with survival. Cell division, inflammation and transcriptional regulation pathways were upregulated in MRI-visible csPCas. Genes in Decipher, Oncotype DX and MSK-IMPACT performed well in classifying MRI visibility (AUC = 0.86-0.94). DEGs improved classification of metastasis (AUC = 0.69) and PCSD (AUC = 0.68) over clinical parameters. Our data reveals that MRI-visible csPCas harbor more aggressive histomic and transcriptomic features than MRI-invisible csPCas. Thus, targeted biopsy of visible lesions may be sufficient for risk stratification in patients with a positive MRI.
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Files:
Publisher copy:
10.1002/ijc.34743

Authors


More by this author
Role:
Author
ORCID:
0000-0003-3262-2333
More by this author
Role:
Author
ORCID:
0000-0003-3192-3759
More by this author
Role:
Author
ORCID:
0000-0002-5019-6254
More by this author
Role:
Author
ORCID:
0000-0002-3937-5307
More by this author
Role:
Author
ORCID:
0000-0001-5555-6645


Publisher:
Wiley
Journal:
International Journal of Cancer More from this journal
Volume:
154
Issue:
5
Pages:
926-939
Place of publication:
United States
Publication date:
2023-09-28
Acceptance date:
2023-09-06
DOI:
EISSN:
1097-0215
ISSN:
0020-7136
Pmid:
37767987


Language:
English
Keywords:
Pubs id:
1540273
Local pid:
pubs:1540273
Deposit date:
2023-10-04

Terms of use



Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP