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1.
Sci Adv ; 9(10): eadd6778, 2023 03 10.
Article in English | MEDLINE | ID: mdl-36897951

ABSTRACT

Laparoscopic surgery has evolved as a key technique for cancer diagnosis and therapy. While characterization of the tissue perfusion is crucial in various procedures, such as partial nephrectomy, doing so by means of visual inspection remains highly challenging. We developed a laparoscopic real-time multispectral imaging system featuring a compact and lightweight multispectral camera and the possibility to complement the conventional surgical view of the patient with functional information at a video rate of 25 Hz. To enable contrast agent-free ischemia monitoring during laparoscopic partial nephrectomy, we phrase the problem of ischemia detection as an out-of-distribution detection problem that does not rely on data from any other patient and uses an ensemble of invertible neural networks at its core. An in-human trial demonstrates the feasibility of our approach and highlights the potential of spectral imaging combined with advanced deep learning-based analysis tools for fast, efficient, reliable, and safe functional laparoscopic imaging.


Subject(s)
Contrast Media , Laparoscopy , Humans , Nephrectomy/methods , Neural Networks, Computer , Laparoscopy/methods , Ischemia
2.
Prostate ; 82(8): 894-903, 2022 06.
Article in English | MEDLINE | ID: mdl-35254665

ABSTRACT

BACKGROUND: To explore cross-sectional and longitudinal differences in general health-related and prostate cancer-specific quality of life (QoL) after robotic-assisted (RARP) and laparoscopic (LRP) radical prostatectomy and to analyze predictive variables for QoL outcomes. METHODS: In this multicenter, randomized controlled trial, prostate cancer patients were randomly assigned 3:1 to undergo either RARP or LRP. Patient-reported outcomes were prospectively collected before and 1, 3, 6, 12 months after radical prostatectomy and included QoL as a secondary outcome. Validated questionnaires were used to assess general health-related (EORTC QLQ-C30) and prostate cancer-specific (QLQ-PR25) QoL. Cross-sectional and longitudinal contrasts were analyzed through linear mixed models. Predictive variables for QoL outcomes were identified by general linear modeling. RESULTS: Of 782 randomized patients, QoL was evaluable in 681 patients. In terms of general QoL, the cross-sectional analysis showed only small differences between study arms, whereas longitudinal comparison indicated an advantage of RARP on recovery: RARP patients reported an earlier return to baseline in global health status (3 vs. 6 months) and social functioning (6 vs. 12 months). In role functioning, only the RARP arm regained baseline scores. Regarding prostate-specific QoL, LRP patients experienced more urinary symptoms and reported 3.2 points (95% confidence interval 0.4-6, p = 0.024) higher mean scores at 1-month follow-up and in mean 2.9 points (0.1-5, p = 0.042) higher urinary symptoms scores at 3-month follow-up than RARP patients. There were no other significant differences between treatment groups. Urinary symptoms, sexual activity, and sexual function remained significantly worse compared with baseline at all time points in both arms. CONCLUSIONS: Compared with LRP, the robotic approach led to an earlier return to baseline in several domains of general health-related QoL and better short-term recovery of urinary symptoms. Predictive variables such as the scale-specific baseline status and bilateral nerve-sparing were confirmed.


Subject(s)
Laparoscopy , Prostatic Neoplasms , Robotic Surgical Procedures , Cross-Sectional Studies , Humans , Laparoscopy/adverse effects , Laparoscopy/methods , Male , Prostate , Prostatectomy/adverse effects , Prostatectomy/methods , Prostatic Neoplasms/surgery , Quality of Life , Robotic Surgical Procedures/adverse effects , Robotic Surgical Procedures/methods , Treatment Outcome
3.
World J Urol ; 40(5): 1151-1158, 2022 May.
Article in English | MEDLINE | ID: mdl-35124734

ABSTRACT

OBJECTIVE: Age is known to have an impact on outcomes after radical prostatectomy (RP). However, age differences can be investigated from a cross-sectional as well as from a longitudinal perspective. This study combines both perspectives. MATERIALS AND METHODS: LAP-01 is the first multicenter randomized patient blinded trial comparing outcomes after robotic-assisted and laparoscopic RP. This study stratified the entire population that received nerve-sparing surgery and was potent at baseline by the following ages: ≤ 60 years, 61-65 years, and > 65 years. Potency was assessed using the IIEF-5. The EORTC QLQ-C30 was used for global health perception and the EORTC QLQ-PR25 for urinary symptoms. Continence was assessed by the number of pads used. Longitudinal change was assessed using either validated anchor-based criteria or the 1 or 0.5-standard-deviation criterion. Worsening of continence was measured by increasing numbers of pads. RESULTS: 310 patients were included into this study. Older patients had a significantly higher risk for worsening of continence at 3 and 6 months (OR 2.21, 95% CI [1.22, 4.02], p = 0.009 and OR 2.00, 95% CI [1.16, 3.46], p = 0.013, respectively); at 12 months, the odds of worsening did not differ significantly between age groups. Potency scores were better in younger patients from a cross-sectional perspective, but longitudinal change did not differ between the age groups. In contrast, global health perception was better in older patients from a cross-sectional perspective and longitudinal decreases were significantly more common among the youngest patients, at 12 months (36.9% vs. 24.4%, p = 0.038). CONCLUSION: From a cross-sectional perspective, function scores were better in younger patients, but from a longitudinal perspective, age differences were found in continence only. In contrast, global health scores were better in older patients from a cross-sectional and longitudinal perspective. TRIAL REGISTRATION: The LAP-01 trial was registered with the U.S. National Library of Medicine clinical trial registry (clinicaltrials.gov), NCT number: NCT03682146, and with the German Clinical Trial registry (Deutsches Register Klinischer Studien), DRKS ID number: DRKS00007138.


Subject(s)
Robotic Surgical Procedures , Urinary Incontinence , Aged , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Prostatectomy/adverse effects , Quality of Life , Robotic Surgical Procedures/adverse effects , Treatment Outcome , Urinary Incontinence/epidemiology
4.
Eur Urol Focus ; 8(6): 1583-1590, 2022 11.
Article in English | MEDLINE | ID: mdl-35216946

ABSTRACT

BACKGROUND: Recently, our LAP-01 trial demonstrated superiority of robotic-assisted laparoscopic radical prostatectomy (RARP) over conventional laparoscopic radical prostatectomy (LRP) with respect to continence at 3 mo. OBJECTIVE: To compare the continence, potency, and oncological outcomes between RARP and LRP in the 12-mo follow-up. DESIGN, SETTING, AND PARTICIPANTS: In this multicentre, randomised, patient-blinded controlled trial, patients referred for radical prostatectomy to four hospitals in Germany were randomly assigned (3:1) to undergo either RARP or LRP. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Continence was assessed as a patient-reported outcome through validated questionnaires. Secondary endpoints included potency and oncological outcomes. Data were statistically analysed by bivariate tests and multivariable models. RESULTS AND LIMITATIONS: At 12 mo, follow-up data were available for 701 of 782 patients. Continence at 6 and 12 mo after surgery was better in RARP patients, however no longer statistically significant (p = 0.068 and 0.38, respectively). Patients who were potent at baseline and underwent nerve-sparing surgery reported significantly higher potency after RARP, as defined by the capability to maintain an erection sufficient for intercourse at 3 (p = 0.005), 6 (p = 0.018), and 12 mo (p = 0.013). There were no statistically significant differences in oncological outcomes at 12 mo. It is a limitation that the influence of different anastomotic techniques was not investigated in this study. CONCLUSIONS: Both LRP and RARP offer a high standard of therapy for prostate cancer patients. However, robotic assistance offers better functional outcomes in specific areas such as potency and early continence in patients who are eligible for nerve-sparing RP. PATIENT SUMMARY: We compared outcomes 12 mo after radical prostatectomy between robotic-assisted and conventional laparoscopy. Both methods were equivalent with respect to oncological outcomes. Better recovery of continence in patients with robotic-assisted surgery, which was observed at 3 mo, blurred up to 12 mo. A benefit of robotic-assisted surgery was also observed in potency.


Subject(s)
Robotic Surgical Procedures , Robotics , Humans , Robotic Surgical Procedures/adverse effects , Germany
5.
JMIR Med Inform ; 10(1): e27743, 2022 Jan 20.
Article in English | MEDLINE | ID: mdl-35049510

ABSTRACT

BACKGROUND: Although digital and data-based technologies are widespread in various industries in the context of Industry 4.0, the use of smart connected devices in health care is still in its infancy. Innovative solutions for the medical environment are affected by difficult access to medical device data and high barriers to market entry because of proprietary systems. OBJECTIVE: In the proof-of-concept project OP 4.1, we show the business viability of connecting and augmenting medical devices and data through software add-ons by giving companies a technical and commercial platform for the development, implementation, distribution, and billing of innovative software solutions. METHODS: The creation of a central platform prototype requires the collaboration of several independent market contenders, including medical users, software developers, medical device manufacturers, and platform providers. A dedicated consortium of clinical and scientific partners as well as industry partners was set up. RESULTS: We demonstrate the successful development of the prototype of a user-centric, open, and extensible platform for the intelligent support of processes starting with the operating room. By connecting heterogeneous data sources and medical devices from different manufacturers and making them accessible for software developers and medical users, the cloud-based platform OP 4.1 enables the augmentation of medical devices and procedures through software-based solutions. The platform also allows for the demand-oriented billing of apps and medical devices, thus permitting software-based solutions to fast-track their economic development and become commercially successful. CONCLUSIONS: The technology and business platform OP 4.1 creates a multisided market for the successful development, implementation, distribution, and billing of new software solutions in the operating room and in the health care sector in general. Consequently, software-based medical innovation can be translated into clinical routine quickly, efficiently, and cost-effectively, optimizing the treatment of patients through smartly assisted procedures.

6.
Med Image Anal ; 76: 102306, 2022 02.
Article in English | MEDLINE | ID: mdl-34879287

ABSTRACT

Recent developments in data science in general and machine learning in particular have transformed the way experts envision the future of surgery. Surgical Data Science (SDS) is a new research field that aims to improve the quality of interventional healthcare through the capture, organization, analysis and modeling of data. While an increasing number of data-driven approaches and clinical applications have been studied in the fields of radiological and clinical data science, translational success stories are still lacking in surgery. In this publication, we shed light on the underlying reasons and provide a roadmap for future advances in the field. Based on an international workshop involving leading researchers in the field of SDS, we review current practice, key achievements and initiatives as well as available standards and tools for a number of topics relevant to the field, namely (1) infrastructure for data acquisition, storage and access in the presence of regulatory constraints, (2) data annotation and sharing and (3) data analytics. We further complement this technical perspective with (4) a review of currently available SDS products and the translational progress from academia and (5) a roadmap for faster clinical translation and exploitation of the full potential of SDS, based on an international multi-round Delphi process.


Subject(s)
Data Science , Machine Learning , Humans
7.
Eur Urol ; 79(6): 750-759, 2021 06.
Article in English | MEDLINE | ID: mdl-33573861

ABSTRACT

BACKGROUND: The LAP-01 trial was designed to address the lack of high-quality literature comparing robotic-assisted (RARP) and laparoscopic (LRP) radical prostatectomy. OBJECTIVE: To compare the functional and oncological outcomes between RARP and LRP at 3 mo of follow-up. DESIGN, SETTING, AND PARTICIPANTS: In this multicentre, randomised, patient-blinded controlled trial, patients referred for radical prostatectomy to four hospitals in Germany were randomly assigned (3:1) to undergo either RARP or LRP. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary outcome was time to continence recovery at 3 mo based on the patient's pad diary. Secondary outcomes included continence and potency as well as quality of life in addition to oncological outcomes for up to 3 yr of follow-up. Time to continence was analysed by log-rank test and depicted by the Kaplan-Meier method. Continuous measurements were analysed by means of linear mixed models. RESULTS AND LIMITATIONS: A total of 782 patients were randomised. The primary endpoint was evaluable in 718 patients (547 RARPs; full analysis set). At 3 mo, the difference in continence rates was 8.7% in favour of RARP (54% vs 46%, p = 0.027). RARP remained superior to LRP even after adjustment for the randomisation stratum nerve sparing and age >65 yr (hazard ratio = 1.40 [1.09-1.81], p = 0.008). A significant benefit in early potency recovery was also identified, while similar oncological and morbidity outcomes were documented. It is a limitation that the influence of different anastomotic techniques was not investigated in this study. CONCLUSIONS: RARP resulted in significantly better continence recovery at 3 mo. PATIENT SUMMARY: In this randomised trial, we looked at the outcomes following radical prostate surgery in a large German population. We conclude that patients undergoing robotic prostatectomy had better continence than those undergoing laparoscopic surgery when assessed at 3 mo following surgery. Age and the nerve-sparing technique further affected continence restoration.


Subject(s)
Laparoscopy , Prostatic Neoplasms , Robotic Surgical Procedures , Humans , Laparoscopy/adverse effects , Male , Prostate , Prostatectomy/adverse effects , Prostatic Neoplasms/surgery , Quality of Life , Robotic Surgical Procedures/adverse effects , Treatment Outcome
8.
Surg Endosc ; 35(2): 979-988, 2021 02.
Article in English | MEDLINE | ID: mdl-33079238

ABSTRACT

BACKGROUND: Motorized articulating laparoscopic instruments (ALI) offer more degrees of freedom than conventional laparoscopic instruments (CLI). However, a difficult learning curve and complex instrument handling are still a problem of ALI. We compared the performance of new prototypes of motorized ALI with CLI in a series of standardized laparoscopic tasks performed by laparoscopic novices. Further, usability of the new ALI was assessed. METHODS: A randomized cross-over study with 50 laparoscopic novices who either started with CLI and then changed to ALI (CA) or vice versa (AC) was conducted. All participants performed the European training in basic laparoscopic urological skills (E-BLUS) with each instrument in given order. Time and errors were measured for each exercise. Instrument usability was assessed. RESULTS: Overall, using CLI was significantly faster (CLI 4:27 min vs. ALI 4:50 min; p-value 0.005) and associated with fewer exercise failures in needle guidance (CLI 0 vs. ALI 12; p-value 0.0005) than ALI. Median amount of errors was similar for both instruments. Instrument sequence did not matter, as CA and AC showed comparable completion times. Regarding the learning effect, participants were significantly faster in the second attempt of exercises than in the first. In the needle guidance task, participants using CLI last demonstrated a significant speed improvement, whereas ALI were significantly slower in the second run. Regarding usability, CLI were preferred over ALI due to lighter weight and easier handling. Nevertheless, participants valued ALI's additional degrees of freedom. CONCLUSION: Using new motorized ALI in the E-BLUS examination by laparoscopic novices led to a worse performance compared to CLI. An explanation could be that participants felt overwhelmed by ALI and that ALI have an own distinct learning curve. As participants valued ALI's additional degrees of freedom, however, a future application of ALI could be for training purposes, ideally in combination with CLI.


Subject(s)
Clinical Competence/standards , Laparoscopy/education , Adult , Cross-Over Studies , Curriculum , Female , Humans , Male , Young Adult
9.
World J Urol ; 39(3): 719-728, 2021 Mar.
Article in English | MEDLINE | ID: mdl-32529451

ABSTRACT

INTRODUCTION: Focal therapy (FT) for localized prostate cancer (PCa) is a promising treatment strategy. Although, according to guidelines, it should be regarded as an experimental option, its introduction into clinical practice has occurred at an accelerated speed. It is, thus, crucial for Urologists to understand FT limitations and potential drawbacks that may derive from its use. METHODS: We performed a literature search of peer-reviewed English language articles using Pubmed and the words "focal therapy" AND "prostate cancer" to identify relevant articles. Web search was complemented by manual search. RESULTS: From a biological perspective, in contrast with the index lesion theory, which still needs to be better supported, PCa is a multifocal and multiclonal entity. Also, the effects of FT on PCa microenvironment are unclear. From a clinical perspective, patient selection is still not precisely defined. Even when all variables potentially decreasing mpMRI and biopsy accuracy are optimized, up to one out of two men may be incorrectly selected for FT, leaving a significant proportion of clinically significant PCa (csPCa) untreated. Underestimation of PCa volume and variant histologies are other additional mpMRI potential limitations. No RCTs have been performed against the standard of care to support FT. There is absence of long-term results and FT series reaching medium-term follow-up have non-optimal oncological control with significant re-treatment needs. When PCa recurs/persists after FT, little is known about the appropriate management strategies and their outcomes. Finally, the optimal follow-up scheme post-FT remains unclear. CONCLUSIONS: Several arguments are present against the use of FT for localized PCa. Studies are needed to overcome current limitations and support FT before it can be included as part of the standard management of prostate cancer.


Subject(s)
Ablation Techniques , Prostatic Neoplasms/surgery , Ablation Techniques/adverse effects , Ablation Techniques/methods , Humans , Male , Organ Sparing Treatments , Risk Assessment
10.
Int J Comput Assist Radiol Surg ; 15(7): 1117-1125, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32535848

ABSTRACT

PURPOSE: Live intra-operative functional imaging has multiple potential clinical applications, such as localization of ischemia, assessment of organ transplantation success and perfusion monitoring. Recent research has shown that live monitoring of functional tissue properties, such as tissue oxygenation and blood volume fraction, is possible using multispectral imaging in laparoscopic surgery. While the illuminant spectrum is typically kept constant in laparoscopic surgery and can thus be estimated from preoperative calibration images, a key challenge in open surgery originates from the dynamic changes of lighting conditions. METHODS: The present paper addresses this challenge with a novel approach to light source calibration based on specular highlight analysis. It involves the acquisition of low-exposure time images serving as a basis for recovering the illuminant spectrum from pixels that contain a dominant specular reflectance component. RESULTS: Comprehensive in silico and in vivo experiments with a range of different light sources demonstrate that our approach enables an accurate and robust recovery of the illuminant spectrum in the field of view of the camera, which results in reduced errors with respect to the estimation of functional tissue properties. Our approach further outperforms state-of-the-art methods proposed in the field of computer vision. CONCLUSION: Our results suggest that low-exposure multispectral images are well suited for light source calibration via specular highlight analysis. This work thus provides an important first step toward live functional imaging in open surgery.


Subject(s)
Laparoscopy/methods , Lighting , Monitoring, Intraoperative/methods , Calibration , Computer Simulation , Humans
11.
Urol Oncol ; 38(7): 637.e17-637.e27, 2020 07.
Article in English | MEDLINE | ID: mdl-32280037

ABSTRACT

BACKGROUND: Defects in DNA damage repair genes characterize a subset of men with prostate cancer and provide an attractive opportunity for precision oncology approaches. The prevalence of such perturbations in newly diagnosed, treatment-naïve patients with a high risk for lethal disease outcome, however, has not been sufficiently explored. PATIENTS AND METHODS: Prostate cancer specimens from 67 men with newly diagnosed early onset, localized high-risk/locally advanced or metastatic prostate cancer were included in this prospective pilot study. Tumor samples, including 30 prostate biopsies, were analyzed by targeted next generation sequencing using a formalin-fixed, paraffin-embedded tissue-optimized 37 DNA damage repair and checkpoint gene panel. RESULTS: The drop-out rate due to an insufficient quantity of DNA was 4.5% (3 of 67 patients). In the remaining 64 patients, the rate of pathogenic DNA damage repair gene mutations was 26.6%. The highest rate of pathogenic DNA damage repair and checkpoint gene mutations was found in men with treatment-naïve metastatic prostate cancer (38.9%). In addition, a high number of likely pathogenic mutations and gene deletions were detected. Altogether, one or more pathogenic mutation, likely pathogenic mutation or gene deletion affected 43 of 64 patients (67.2%) including 29 of 36 patients (80.6%) with treatment-naïve metastatic prostate cancer. Men with metastatic prostate cancer showed a high prevalence of alterations in TP53 (36.1%). CONCLUSIONS: This pilot study demonstrates the feasibility, performance and clinical relevance of somatic targeted next generation sequencing using a unique 37 DNA damage repair and checkpoint gene panel under routine conditions. Our results indicate that this approach can detect actionable DNA repair gene alterations, uncommon mutations as well as mutations associated with therapy resistance in a high number of patients, in particular patients with treatment-naïve metastatic prostate cancer.


Subject(s)
DNA Damage/genetics , DNA Repair/genetics , Neoplasm Metastasis/genetics , Prostatic Neoplasms/genetics , Tumor Suppressor Protein p53/genetics , Adult , Aged , Aged, 80 and over , Humans , Male , Middle Aged , Pilot Projects , Prevalence , Prospective Studies , Prostatic Neoplasms/pathology , Treatment Outcome
12.
World J Urol ; 38(2): 351-360, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31079187

ABSTRACT

PURPOSE: To analyze urinary continence outcome following robot-assisted radical prostatectomy (RARP) for aggressive prostate cancer in men aged ≥ 70 and < 70 years. METHODS: Retrospective analyses of prospectively collected long-term data from a monocentric cohort of 350 men with D'Amico high-risk prostate cancer undergone robot-assisted radical prostatectomy at a single institution between 2005 and 2016. The association between time since operation and zero-pad urinary continence recovery was comparatively analyzed by separate pre-operative and post-operative Cox proportional-hazard regression models. RESULTS: Median age in the age group ≥ 70 years was 73 years compared with 62 years in the < 70 year age group. Distribution of men receiving adjuvant and salvage radiotherapy/hormonal therapy was similar in both age groups. Urinary continence recovery rate at 12, 24, and 36 months after surgery of men aged ≥ 70 years was 66, 79 and 83%, respectively, and statistically similar to that of men < 70 years: 71, 81, and 85% (log-rank test p = 0.24). Multivariable analyses demonstrated no significant difference in return to continence between the two age groups (p = 0.28 and p = 0.17). In addition, clinical stage and type of nerve sparing (unilateral, bilateral or non-nerve sparing) were found to be independently predictive of pad-free continence recovery. CONCLUSIONS: Regardless of age, return to continence in men with aggressive prostate cancer undergoing RARP continues to improve way beyond the first 12 months after surgery. Considering the dire effects of post-operative radiotherapy on continence in this aggressive cancer cohort, advanced age alone should not discourage recommending multimodal therapy involving RARP.


Subject(s)
Prostatectomy/methods , Prostatic Neoplasms/surgery , Recovery of Function , Robotics/methods , Urinary Incontinence/physiopathology , Urination/physiology , Aged , Follow-Up Studies , Humans , Male , Middle Aged , Prostatic Neoplasms/complications , Retrospective Studies , Treatment Outcome , Urinary Incontinence/etiology , Urinary Incontinence/surgery
13.
Eur Urol Focus ; 6(6): 1205-1212, 2020 11 15.
Article in English | MEDLINE | ID: mdl-30477971

ABSTRACT

BACKGROUND: Multiparametric magnetic resonance imaging (mpMRI) facilitates the detection of significant prostate cancer. Therefore, addition of mpMRI to clinical parameters might improve the prediction of extraprostatic extension (EPE) in radical prostatectomy (RP) specimens. OBJECTIVE: To investigate the accuracy of a novel risk model (RM) combining clinical and mpMRI parameters to predict EPE in RP specimens. DESIGN, SETTING, AND PARTICIPANTS: We added prebiopsy mpMRI to clinical parameters and developed an RM to predict individual side-specific EPE (EPE-RM). Clinical parameters of 264 consecutive men with mpMRI prior to MRI/transrectal ultrasound fusion biopsy and subsequent RP between 2012 and 2015 were retrospectively analysed. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Multivariate regression analyses were used to determine significant EPE predictors for RM development. The prediction performance of the novel EPE-RM was compared with clinical T stage (cT), MR-European Society of Urogenital Radiology (ESUR) classification for EPE, two established nomograms (by Steuber et al and Ohori et al) and a clinical nomogram based on the coefficients of the established nomograms, and was constructed based on the data of the present cohort, using receiver operating characteristics (ROCs). For comparison, models' likelihood ratio (LR) tests and Vuong tests were used. Discrimination and calibration of the EPE-RM were validated based on resampling methods using bootstrapping. RESULTS AND LIMITATIONS: International society of Urogenital Pathology grade on biopsy, ESUR criteria, prostate-specific antigen, cT, prostate volume, and capsule contact length were included in the EPE-RM. Calibration of the EPE-RM was good (error 0.018). The ROC area under the curve for the EPE-RM was larger (0.87) compared with cT (0.66), Memorial Sloan Kettering Cancer Center nomogram (0.73), Steuber nomogram (0.70), novel clinical nomogram (0.79), and ESUR classification (0.81). Based on LR and Vuong tests, the EPE-RM's model fit was significantly better than that of cT, all clinical models, and ESUR classification alone (p<0.001). Limitations include monocentric design and expert reading of MRI. CONCLUSIONS: This novel EPE-RM, incorporating clinical and MRI parameters, performed better than contemporary clinical RMs and MRI predictors, therefore providing an accurate patient-tailored preoperative risk stratification of side-specific EPE. PATIENT SUMMARY: Extraprostatic extension of prostate cancer can be predicted accurately using a combination of magnetic resonance imaging and clinical parameters. This novel risk model outperforms magnetic resonance imaging and clinical predictors alone and can be useful when planning nerve-sparing radical prostatectomy.


Subject(s)
Models, Statistical , Multiparametric Magnetic Resonance Imaging , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Risk Assessment/methods , Aged , Humans , Male , Middle Aged , Neoplasm Invasiveness , Nomograms , Patient Care Planning , Predictive Value of Tests , Prognosis , Prostatectomy/methods , Prostatic Neoplasms/classification , Prostatic Neoplasms/surgery , Retrospective Studies
14.
Eur J Cancer ; 107: 37-45, 2019 01.
Article in English | MEDLINE | ID: mdl-30529901

ABSTRACT

PURPOSE: This trial compared the sequential therapy with the multikinase inhibitor sorafenib (So) followed by pazopanib (Pa) or vice versa in advanced/metastatic renal cell carcinoma (mRCC) patients. METHODS: This multicenter, randomized phase 3 study assessed the sequential use of So-Pa versus Pa-So in patients with mRCC without prior systemic therapy. Pts were randomized to So 2 × 400 mg/day followed by Pa 1 × 800 mg/day in case of progression or intolerable toxicity or vice versa. Primary endpoint was total PFS (tPFS), defined as time from randomization to progression, or death during second-line therapy. Key secondary endpoints included overall survival (OS), first-line PFS, disease control rate (DCR) and safety. RESULTS: A total of 377 pts were randomized (So-Pa, n = 189; Pa-So, n = 188). Recruitment of a total 544 pts was calculated, but actual accrual rate turned out to be lower than expected. The primary endpoint median tPFS was 8.6 mo (95% CI 7.7-10.2) for So-Pa and 12.9 mo (95% CI 10.8-15.2) for Pa-So with a hazard ratio (HR) of 1.36 (upper limit of one-sided 95% CI 1.68), which exceeded a predefined HR <1.225 as a one-sided 95% confidence interval. Non-inferiority of So-Pa regarding tPFS was not met. Secondary endpoints displayed marked statistical differences in favor of Pa-So in first-line PFS and DCR but not for OS and 2nd-line PFS. Side effect profiles were consistent with known toxicities of the respective multikinase-inhibitor including diarrhea, fatigue, hand-foot skin reaction and hypertension. CONCLUSIONS: Non-inferiority of the primary endpoint tPFS could not be demonstrated for So-Pa. The results for first-line PFS and DCR favored the Pa-So sequence. TRIAL REGISTRATION: NCT01613846, www.clinicaltrials.gov.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Carcinoma, Renal Cell/drug therapy , Kidney Neoplasms/drug therapy , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Renal Cell/secondary , Female , Follow-Up Studies , Humans , Indazoles , Kidney Neoplasms/pathology , Male , Middle Aged , Patient Safety , Prognosis , Pyrimidines/administration & dosage , Sorafenib/administration & dosage , Sulfonamides/administration & dosage , Survival Rate , Young Adult
15.
Sci Rep ; 8(1): 16708, 2018 11 12.
Article in English | MEDLINE | ID: mdl-30420756

ABSTRACT

Magnetic resonance imaging (MRI) and prostate specific membrane antigen (PSMA)- positron emission tomography (PET)/computed tomography (CT)-imaging of prostate cancer (PCa) are emerging techniques to assess the presence of significant disease and tumor progression. It is not known, however, whether and to what extent lesions detected by these imaging techniques correlate with genomic features of PCa. The aim of this study was therefore to define a genomic index lesion based on chromosomal copy number alterations (CNAs) as marker for tumor aggressiveness in prostate biopsies in direct correlation to multiparametric (mp) MRI and 68Ga-PSMA-PET/CT imaging features. CNA profiles of 46 biopsies from five consecutive patients with clinically high-risk PCa were obtained from radiologically suspicious and unsuspicious areas. All patients underwent mpMRI, MRI/TRUS-fusion biopsy, 68Ga-PSMA-PET/CT and a radical prostatectomy. CNAs were directly correlated to imaging features and radiogenomic analyses were performed. Highly significant CNAs (≥10 Mbp) were found in 22 of 46 biopsies. Chromosome 8p, 13q and 5q losses were the most common findings. There was an strong correspondence between the radiologic and the genomic index lesions. The radiogenomic analyses suggest the feasibility of developing radiologic signatures that can distinguish between genomically more or less aggressive lesions. In conclusion, imaging features of mpMRI and 68Ga-PSMA-PET/CT can guide to the genomically most aggressive lesion of a PCa. Radiogenomics may help to better differentiate between indolent and aggressive PCa in the future.


Subject(s)
Magnetic Resonance Imaging/methods , Positron Emission Tomography Computed Tomography/methods , Prostate/diagnostic imaging , Prostatic Neoplasms/diagnostic imaging , Aged , Humans , Male
17.
Prostate Cancer Prostatic Dis ; 21(2): 175-186, 2018 06.
Article in English | MEDLINE | ID: mdl-29743538

ABSTRACT

BACKGROUND: With growing interest in focal therapy (FT) of prostate cancer (PCa) there is an increasing armamentarium of treatment modalities including high-intensity focused ultrasound (HIFU), cryotherapy, focal laser ablation (FLA), irreversible electroporation (IRE), vascular targeted photodynamic therapy (VTP), focal brachytherapy (FBT) and stereotactic ablative radiotherapy (SABR). Currently there are no clear recommendations as to which of these technologies are appropriate for individual patient characteristics. Our intention was to review the literature for special aspects of the different technologies that might be of advantage depending on individual patient and tumour characteristics. METHODS: The current literature on FT was screened for the following factors: morbidity, repeatability, tumour risk category, tumour location, tumour size and prostate volume and anatomical issues. The ESUT expert panel arrived at consensus regarding a position statement on a structured pathway for available FT technologies based on a combination of the literature and expert opinion. RESULTS: Side effects were low across different studies and FT modalities with urinary continence rates of 90-100% and erectile dysfunction between 5 and 52%. Short to medium cancer control based on post-treatment biopsies were variable between ablative modalities. Expert consensus suggested that posterior lesions are better amenable to FT using HIFU. Cryotherapy provides best possible outcomes for anterior tumours. Apical lesions, when treated with FBT, may yield the least urethral morbidity. CONCLUSIONS: Further prospective trials are required to assess medium to long term disease control of different ablative modalities for FT. Amongst different available FT modalities our ESUT expert consensus suggests that some may be better for diffe`rent tumour locations. Tumour risk, tumour size, tumour location, and prostate volume are all important factors to consider and might aid in designing future FT trials.


Subject(s)
Brachytherapy/methods , Cryosurgery/methods , Cryotherapy/methods , Decision Support Techniques , Photochemotherapy/methods , Prostatic Neoplasms/therapy , Humans , Male
18.
Sci Rep ; 8(1): 7477, 2018 05 10.
Article in English | MEDLINE | ID: mdl-29748622

ABSTRACT

A venous tumor thrombus (VTT) is a potentially lethal complication of renal cell carcinoma (RCC) but virtually nothing is known about the underlying natural history. Based on our observation that venous thrombi contain significant numbers of viable tumor cells, we applied multiregion whole exome sequencing to a total of 37 primary tumor and VTT samples including normal tissue specimens from five consecutive patients. Our findings demonstrate mutational heterogeneity between primary tumor and VTT with 106 of 483 genes (22%) harboring functional SNVs and/or indels altered in either primary tumor or thrombus. Reconstruction of the clonal phylogeny showed clustering of tumor samples and VTT samples, respectively, in the majority of tumors. However, no new subclones were detected suggesting that pre-existing subclones of the primary tumor drive VTT formation. Importantly, we found several lines of evidence for "BRCAness" in a subset of tumors. These included mutations in genes that confer "BRCAness", a mutational signature and an increase of small indels. Re-analysis of SNV calls from the TCGA KIRC-US cohort confirmed a high frequency of the "BRCAness" mutational signature AC3 in clear cell RCC. Our findings warrant further pre-clinical experiments and may lead to novel personalized therapies for RCC patients.


Subject(s)
Carcinoma, Renal Cell/genetics , Kidney Neoplasms/genetics , Renal Veins/pathology , Transcriptome , Venous Thrombosis/genetics , Aged , Aged, 80 and over , Carcinoma, Renal Cell/blood supply , Carcinoma, Renal Cell/complications , Carcinoma, Renal Cell/pathology , Cohort Studies , DNA Mutational Analysis , Female , Gene Expression Regulation, Neoplastic , Genomics , Humans , Kidney Neoplasms/blood supply , Kidney Neoplasms/complications , Kidney Neoplasms/pathology , Male , Middle Aged , Neoplasm Metastasis , Venous Thrombosis/complications , Venous Thrombosis/pathology , Exome Sequencing
19.
J Nucl Med ; 59(4): 639-645, 2018 04.
Article in English | MEDLINE | ID: mdl-29191856

ABSTRACT

Resection of tumors using targeted dual-modality probes combining preoperative imaging with intraoperative guidance is of high clinical relevance and might considerably affect the outcome of prostate cancer therapy. This work aimed at the development of dual-labeled prostate-specific membrane antigen (PSMA) inhibitors derived from the established N,N'-bis[2-hydroxy-5-(carboxyethyl)benzyl]ethylenediamine-N,N'-diacetic acid (HBED-CC)-based PET tracer 68Ga-Glu-urea-Lys(Ahx)-HBED-CC (68Ga-PSMA-11) to allow accurate intraoperative detection of PSMA-positive tumors. Methods: A series of novel PSMA-targeting fluorescent dye conjugates of Glu-urea-Lys-HBED-CC was synthesized, and their biologic properties were determined in cell-based assays and confocal microscopy. As a preclinical proof of concept, specific tumor uptake, pharmacokinetics, and feasibility for intraoperative fluorescence guidance were investigated in tumor-bearing mice and healthy pigs. Results: The designed dual-labeled PSMA inhibitors exhibited high binding affinity and PSMA-specific effective internalization. Conjugation of fluorescein isothiocyanate (10.86 ± 0.94 percentage injected dose [%ID]/g), IRDye800CW (13.66 ± 3.73 %ID/g), and DyLight800 (15.62 ± 5.52 %ID/g) resulted in a significantly increased specific tumor uptake, whereas 68Ga-Glu-urea-Lys-HBED-CC-AlexaFluor488 (9.12 ± 5.47 %ID/g) revealed a tumor uptake similar to that of 68Ga-PSMA-11 (4.89 ± 1.34 %ID/g). The first proof-of-concept studies with the clinically relevant candidate 68Ga-Glu-urea-Lys-HBED-CC-IRDye800CW reinforced a fast, specific enrichment in PSMA-positive tumors, with rapid background clearance. With regard to intraoperative navigation, a specific fluorescence signal was detected in PSMA-expressing tissue. Conclusion: This study demonstrated that PSMA-11-derived dual-labeled dye conjugates are feasible for providing PSMA-specific pre-, intra-, and postoperative detection of prostate cancer lesions and have high potential for future clinical translation.


Subject(s)
Edetic Acid/analogs & derivatives , Fluorescence , Glutamate Carboxypeptidase II/antagonists & inhibitors , Oligopeptides/pharmacology , Positron-Emission Tomography , Preoperative Period , Prostatic Neoplasms/diagnostic imaging , Surgery, Computer-Assisted , Animals , Cell Line, Tumor , Edetic Acid/pharmacokinetics , Edetic Acid/pharmacology , Gallium Isotopes , Gallium Radioisotopes , Humans , Isotope Labeling , Male , Mice , Oligopeptides/pharmacokinetics , Prostatic Neoplasms/surgery , Radioactive Tracers , Tissue Distribution
20.
Eur Urol ; 72(6): 888-896, 2017 12.
Article in English | MEDLINE | ID: mdl-28400169

ABSTRACT

BACKGROUND: Multiparametric magnetic resonance imaging (mpMRI) is gaining widespread acceptance in prostate cancer (PC) diagnosis and improves significant PC (sPC; Gleason score≥3+4) detection. Decision making based on European Randomised Study of Screening for PC (ERSPC) risk-calculator (RC) parameters may overcome prostate-specific antigen (PSA) limitations. OBJECTIVE: We added pre-biopsy mpMRI to ERSPC-RC parameters and developed risk models (RMs) to predict individual sPC risk for biopsy-naïve men and men after previous biopsy. DESIGN, SETTING, AND PARTICIPANTS: We retrospectively analyzed clinical parameters of 1159 men who underwent mpMRI prior to MRI/transrectal ultrasound fusion biopsy between 2012 and 2015. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Multivariate regression analyses were used to determine significant sPC predictors for RM development. The prediction performance was compared with ERSPC-RCs, RCs refitted on our cohort, Prostate Imaging Reporting and Data System (PI-RADS) v1.0, and ERSPC-RC plus PI-RADSv1.0 using receiver-operating characteristics (ROCs). Discrimination and calibration of the RM, as well as net decision and reduction curve analyses were evaluated based on resampling methods. RESULTS AND LIMITATIONS: PSA, prostate volume, digital-rectal examination, and PI-RADS were significant sPC predictors and included in the RMs together with age. The ROC area under the curve of the RM for biopsy-naïve men was comparable with ERSPC-RC3 plus PI-RADSv1.0 (0.83 vs 0.84) but larger compared with ERSPC-RC3 (0.81), refitted RC3 (0.80), and PI-RADS (0.76). For postbiopsy men, the novel RM's discrimination (0.81) was higher, compared with PI-RADS (0.78), ERSPC-RC4 (0.66), refitted RC4 (0.76), and ERSPC-RC4 plus PI-RADSv1.0 (0.78). Both RM benefits exceeded those of ERSPC-RCs and PI-RADS in the decision regarding which patient to receive biopsy and enabled the highest reduction rate of unnecessary biopsies. Limitations include a monocentric design and a lack of PI-RADSv2.0. CONCLUSIONS: The novel RMs, incorporating clinical parameters and PI-RADS, performed significantly better compared with RMs without PI-RADS and provided measurable benefit in making the decision to biopsy men at a suspicion of PC. For biopsy-naïve patients, both our RM and ERSPC-RC3 plus PI-RADSv1.0 exceeded the prediction performance compared with clinical parameters alone. PATIENT SUMMARY: Combined risk models including clinical and imaging parameters predict clinically relevant prostate cancer significantly better than clinical risk calculators and multiparametric magnetic resonance imaging alone. The risk models demonstrate a benefit in making a decision about which patient needs a biopsy and concurrently help avoid unnecessary biopsies.


Subject(s)
Magnetic Resonance Imaging/methods , Prostate/pathology , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Age Factors , Aged , Biopsy , Digital Rectal Examination , Humans , Male , Middle Aged , Models, Theoretical , Neoplasm Grading , Organ Size , Prostate-Specific Antigen/blood , ROC Curve , Retrospective Studies , Risk Assessment/methods , Unnecessary Procedures
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