Evidence map›Paper›PMID 36317634›Full record

ArticleThe Journal of clinical investigation2022

A clinical-grade liquid biomarker detects neuroendocrine differentiation in prostate cancer.

Shuang G Zhao, Jamie M Sperger, Jennifer L Schehr, Rana R McKay, Hamid Emamekhoo, Anupama Singh, Zachery D Schultz, Rory M Bade, Charlotte N Stahlfeld, Cole S Gilsdorf and 29 more

Open access · goldAbstract read
In one paragraph

Article in The Journal of clinical investigation, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed
4.1field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

31 citing papers in PubMed, 31 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

39 authors at 7 institutions in 2 countries.

Shuang G ZhaoDepartment of Human Oncology and.
Jamie M SpergerCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Jennifer L SchehrCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Rana R McKayMoores Cancer Center, University of California, San Diego, La Jolla, California, USA.
Hamid EmamekhooCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Anupama SinghCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Zachery D SchultzCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Rory M BadeCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Charlotte N StahlfeldCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Cole S GilsdorfCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Camila I HernandezCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Serena K WolfeCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Richel D MayberryWisconsin State Lab of Hygiene, Madison, Wisconsin, USA.
Hannah M KrauseCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Matt BootsmaDepartment of Human Oncology and.
Kyle T HelzerDepartment of Human Oncology and.
Nicholas RydzewskiDepartment of Human Oncology and.
Hamza BakhtiarDepartment of Human Oncology and.
Yue ShiDepartment of Human Oncology and.
Grace BlitzerDepartment of Human Oncology and.
Christos E KyriakopoulosCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
David KosoffCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Xiao X WeiLank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.
John FlobergDepartment of Human Oncology and.
Nan SethakornDepartment of Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Marina SharifiDepartment of Medicine, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Paul M HarariDepartment of Human Oncology and.
Wei HuangCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Himisha BeltranLank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.
Toni K ChoueiriLank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.
Howard I ScherGenitourinary Oncology Service, Department of Medicine and.
Dana E RathkopfGenitourinary Oncology Service, Department of Medicine and.
Susan HalabiDepartment of Biostatistics and Bioinformatics and.
Andrew J ArmstrongDuke Cancer Institute Center for Prostate and Urologic Cancers, Department of Medicine, Duke University, Durham, North Carolina, USA.
David J BeebeCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Menggang YuDepartment of Biostatistics and Medical Informatics, University of Wisconsin-Madison, Madison, Wisconsin, USA.
Kaitlin E SundlingWisconsin State Lab of Hygiene, Madison, Wisconsin, USA.
Mary-Ellen TaplinLank Center for Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA.
Joshua M LangCarbone Cancer Center, University of Wisconsin-Madison, Madison, Wisconsin, USA.
University of Wisconsin–Madison · USDana-Farber Cancer Institute · USUniversity of Wisconsin System · USDuke Medical Center · USMemorial Sloan Kettering Cancer Center · USSpanish Oncology Genitourinary Group · ESUniversity of California San Diego · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
UW COMPREHENSIVE CANCER CENTER SUPPORTP30CA014520 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI Christian Capitini · 1985 to 2026
$142.6M
SPORE In Prostate CancerP50CA092629 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI JAMES A EASTHAM · 2001 to 2026
$63.0M
Molecular mechanisms underlying lineage plasticity in prostate cancerR37CA241486 · NCI · DANA-FARBER CANCER INST · PI Himisha Beltran · 2020 to 2026
$4.1M
Enhancing Epigenetic Analysis Of Rare Cells With Multi-Phase MicrofluidicsR01CA247479 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI BEEBE, DAVID J, LANG, JOSHUA MICHAEL · 2020 to 2024
$3.1M
Targeting convergent oncogenic signaling during AR inhibition to overcome metastasis and immune evasion in prostate cancerR01CA233585 · NCI · DUKE UNIVERSITY · PI ARMSTRONG, ANDREW J · 2019 to 2023
$2.2M
Validation of predictive liquid biomarkers for patients with metastatic prostate cancerUH3CA260389 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI ARMSTRONG, ANDREW J, HALABI, SUSAN · 2023 to 2025
$1.0M
Validation of predictive liquid biomarkers for patients with metastatic prostate cancerUH2CA260389 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI ARMSTRONG, ANDREW J, HALABI, SUSAN · 2021 to 2022
$352k
NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA014520NCI NIH HHS P50 CA092629NCI NIH HHS R01 CA233585NCI NIH HHS R01 CA247479NCI NIH HHS R37 CA241486NCI NIH HHS UH2 CA260389NCI NIH HHS UH3 CA260389
6 · The paper itself

Abstract

BackgroundNeuroendocrine prostate cancer (NEPC) is an aggressive subtype, the presence of which changes the prognosis and management of metastatic prostate cancer.MethodsWe performed analytical validation of a Circulating Tumor Cell (CTC) multiplex RNA qPCR assay to identify the limit of quantification (LOQ) in cell lines, synthetic cDNA, and patient samples. We next profiled 116 longitudinal samples from a prospectively collected institutional cohort of 17 patients with metastatic prostate cancer (7 NEPC, 10 adenocarcinoma) as well as 265 samples from 139 patients enrolled in 3 adenocarcinoma phase II trials of androgen receptor signaling inhibitors (ARSIs). We assessed a NEPC liquid biomarker via the presence of neuroendocrine markers and the absence of androgen receptor (AR) target genes.ResultsUsing the analytical validation LOQ, liquid biomarker NEPC detection in the longitudinal cohort had a per-sample sensitivity of 51.35% and a specificity of 91.14%. However, when we incorporated the serial information from multiple liquid biopsies per patient, a unique aspect of this study, the per-patient predictions were 100% accurate, with a receiver-operating-curve (ROC) AUC of 1. In the adenocarcinoma ARSI trials, the presence of neuroendocrine markers, even while AR target gene expression was retained, was a strong negative prognostic factor.ConclusionOur analytically validated CTC biomarker can detect NEPC with high diagnostic accuracy when leveraging serial samples that are only feasible using liquid biopsies. Patients with expression of NE genes while retaining AR-target gene expression may indicate the transition to neuroendocrine differentiation, with clinical characteristics consistent with this phenotype.FundingNIH (DP2 OD030734, 1UH2CA260389, R01CA247479, and P30 CA014520), Department of Defense (PC190039 and PC200334), and Prostate Cancer Foundation (Movember Foundation - PCF Challenge Award).

Indexed as

AdenocarcinomaProstatic NeoplasmsBiomarkersCell Line, TumorGene Expression Regulation, NeoplasticHumansMaleReceptors, AndrogenSignal TransductionBiomarkersReceptors, AndrogenOncologyProstate cancer

Identifiers

PMID36317634
PMCPMC9621140
OpenAlexW4307717797

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.