Therapy-induced neuroendocrine prostate cancer (NEPC), an extremely aggressive variant of castration-resistant prostate cancer (CRPC), is increasing in incidence with the widespread use of highly potent androgen receptor (AR)-pathway inhibitors (APIs) such as Enzalutamide (ENZ) and Abiraterone and arises via a reversible trans-differentiation process, referred to as neuroendocrine differentiation (NED). The molecular basis of NED is not completely understood leading to a lack of effective molecular markers for its diagnosis. Here, we demonstrate for the first time, that lineage switching to NE states is accompanied by key miRNA alterations including downregulation of miR-106a~363 cluster and upregulation of miR-301a and miR-375. To systematically investigate the key miRNAs alterations driving therapy-induced NED, we performed small RNA-NGS in a retrospective cohort of human metastatic CRPC clinical samples + PDX models with adenocarcinoma features (CRPC-adeno) vs those with neuroendocrine features (CRPC-NE). Further, with the application of machine learning algorithms to sequencing data, we trained a ‘miRNA classifier’ that could robustly classify ‘CRPC-NE’ from ‘CRPC-Adeno’ cases. The performance of classifier was validated in an additional cohort of mCRPC patients and publicly available PCa cohorts. Importantly, we demonstrate that miR-106a~363 cluster pleiotropically regulate cardinal nodal proteins instrumental in driving NEPC including Aurora Kinase A, N-Myc, E2F1 and STAT3. Our study has important clinical implications and transformative potential as our ‘miRNA classifier’ can be used as a molecular tool to stratify mCRPC patients into those with/without NED and guide treatment decisions. Further, we identify novel miRNA NED drivers that can be exploited for NEPC therapeutic targeting.
机构:
Northwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Hussain, Maha
Mateo, Joaquin
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机构:
Vall dHebron Inst Oncol, Barcelona, Spain
Vall dHebron Univ Hosp, Barcelona, SpainNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Mateo, Joaquin
Fizazi, Karim
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Inst Gustave Foussy, Villejuif, FranceNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Fizazi, Karim
Saad, Fred
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机构:
CHU Montreal, Ctr Rech, Montreal, PQ, CanadaNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Saad, Fred
Shore, Neal
论文数: 0引用数: 0
h-index: 0
机构:
Carolina Urol Res Ctr, Myrtle Beach, SC USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Shore, Neal
Sandhu, Shahneen
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Melbourne, Vic, AustraliaNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Sandhu, Shahneen
Chi, Kim N.
论文数: 0引用数: 0
h-index: 0
机构:
BC Canc Agcy, Vancouver, BC, CanadaNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Chi, Kim N.
Sartor, Oliver
论文数: 0引用数: 0
h-index: 0
机构:
Tulane Univ, Sch Med, 1430 Tulane Ave, New Orleans, LA 70112 USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Sartor, Oliver
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机构:
Agarwal, Neeraj
Olmos, David
论文数: 0引用数: 0
h-index: 0
机构:
Spanish Natl Canc Res Ctr, Madrid, Spain
Inst Invest Biomed Malaga, Malaga, SpainNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Olmos, David
Thiery-Vuillemin, Antoine
论文数: 0引用数: 0
h-index: 0
机构:
CHU Besancon, Dept Med Oncol, Besancon, FranceNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Thiery-Vuillemin, Antoine
Twardowski, Przemyslaw
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h-index: 0
机构:
John Wayne Canc Inst, Santa Monica, CA USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Twardowski, Przemyslaw
Roubaud, Guilhem
论文数: 0引用数: 0
h-index: 0
机构:
Inst Bergonie, Dept Med Oncol, Bordeaux, FranceNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Roubaud, Guilhem
Ozguroglu, Mustafa
论文数: 0引用数: 0
h-index: 0
机构:
Istanbul Univ Cerrahpasa, Cerrahpasa Sch Med, Istanbul, TurkeyNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Ozguroglu, Mustafa
Kang, Jinyu
论文数: 0引用数: 0
h-index: 0
机构:
AstraZeneca, Global Med Dev, Oncol, Gaithersburg, MD USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Kang, Jinyu
Burgents, Joseph
论文数: 0引用数: 0
h-index: 0
机构:
Merck, Kenilworth, NJ USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Burgents, Joseph
Gresty, Christopher
论文数: 0引用数: 0
h-index: 0
机构:
AstraZeneca, Global Med Dev, Oncol, Cambridge, MA USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Gresty, Christopher
Corcoran, Claire
论文数: 0引用数: 0
h-index: 0
机构:
AstraZeneca, Precis Med & Biosamples, R&D Oncol, Cambridge, MA USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Corcoran, Claire
Adelman, Carrie A.
论文数: 0引用数: 0
h-index: 0
机构:
AstraZeneca, Translat Med, Cambridge, MA USANorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
Adelman, Carrie A.
de Bono, Johann
论文数: 0引用数: 0
h-index: 0
机构:
Inst Canc Res, London, England
Royal Marsden, London, EnglandNorthwestern Univ, Feinberg Sch Med, Robert H Lurie Comprehens Canc Ctr, 303 E Super St,Suite 3-107, Chicago, IL 60611 USA
de Bono, Johann
NEW ENGLAND JOURNAL OF MEDICINE,
2020,
383
(24):
: 2345
-
2357
机构:
Peter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
Univ Sheffield, Acad Urol Unit, Sheffield, S Yorkshire, EnglandPeter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
Cumberbatch, Marcus
Condon, Benjamin
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
EJ Whitten Prostate Canc Res Ctr Epworth, Melbourne, Vic, AustraliaPeter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
Condon, Benjamin
Lawrentschuk, Nathan
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
EJ Whitten Prostate Canc Res Ctr Epworth, Melbourne, Vic, Australia
Royal Melbourne Hosp, Dept Urol, Parkville, Vic, AustraliaPeter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
Lawrentschuk, Nathan
Murphy, Declan G.
论文数: 0引用数: 0
h-index: 0
机构:
Peter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
Univ Melbourne, Sir Peter MacCallum Dept Oncol, Parkville, Vic, AustraliaPeter MacCallum Canc Ctr, Div Canc Surg, Melbourne, Vic, Australia
机构:
Univ Vita Salute San Raffaele, Dept Urol, Milan, Italy
Icahn Sch Med Mt Sinai, Dept Urol, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Martini, Alberto
Shah, Qainat N.
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Dept Urol, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Shah, Qainat N.
Waingankar, Nikhil
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Dept Urol, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Waingankar, Nikhil
Sfakianos, John P.
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Dept Urol, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Sfakianos, John P.
Tsao, Che-Kai
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Div Hematol Oncol, Tisch Canc Inst, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Tsao, Che-Kai
Necchi, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, Dept Oncol, Milan, ItalyUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Necchi, Andrea
Montorsi, Francesco
论文数: 0引用数: 0
h-index: 0
机构:
Univ Vita Salute San Raffaele, Dept Urol, Milan, ItalyUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Montorsi, Francesco
Gallagher, Emily J.
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Div Endocrinol Diabet & Bone Dis, Tisch Canc Inst Mt Sinai, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy
Gallagher, Emily J.
Galsky, Matthew D.
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Div Hematol Oncol, Tisch Canc Inst, New York, NY 10029 USAUniv Vita Salute San Raffaele, Dept Urol, Milan, Italy