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Parikh NR, Kishan AU, Kane N, Diaz-Perez S, Ganapathy E, Nazarian R, Felix C, Mathis C, Bradley M, Sachdeva A, Wyatt B, Basehart V, Zomorodian N, Lin L, King CR, Kupelian PA, Rettig MB, Steinberg ML, Cao M, Knudsen BS, Elashoff D, Schaue D, Reiter RE, Nickols NG. Phase 1 Trial of Stereotactic Body Radiation Therapy Neoadjuvant to Radical Prostatectomy for Patients With High-Risk Prostate Cancer. Int J Radiat Oncol Biol Phys 2020; 108:930-935. [PMID: 32562839 DOI: 10.1016/j.ijrobp.2020.06.010] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 05/19/2020] [Accepted: 06/04/2020] [Indexed: 11/17/2022]
Abstract
PURPOSE This study aimed to evaluate the feasibility and safety of prostate stereotactic body radiation therapy (SBRT) neoadjuvant to radical prostatectomy (RP) in a phase 1 trial. The primary endpoint was treatment completion rate without severe acute surgical complications. Secondary endpoints included patient-reported quality of life and physician-reported toxicities. METHODS AND MATERIALS Patients with nonmetastatic high-risk or locally advanced prostate cancer received 24 Gy in 3 fractions to the prostate and seminal vesicles over 5 days, completed 2 weeks before RP. Patients with pN1 disease were treated after multidisciplinary discussion and shared decision making. Patient-reported quality of life (International Prostate Symptom Score and Expanded Prostate Cancer Index Composite 26-item version questionnaires) and physician-reported toxicity (Common Terminology Criteria for Adverse Events, version 4.03) were assessed before SBRT, immediately before surgery, and at 3-month intervals for 1 year. RESULTS Twelve patients were enrolled, and 11 completed treatment (1 patient had advanced disease on prostate-specific membrane antigen positron emission tomography after enrollment but before treatment). There were no significant surgical complications. After RP, 2 patients underwent additional radiation therapy to nodes with androgen suppression for pN1 disease. Median follow-up after completion of treatment was 20.1 months, with 9 of 11 patients having a follow-up period of >12 months. Two patients had biochemical recurrence (prostate-specific antigen ≥0.05) within the first 12 months, with an additional 2 patients found to have biochemical recurrence after the 12-month period. The highest Common Terminology Criteria for Adverse Events genitourinary grades were 0, 1, 2, and 3 (n = 1, 4, 4, and 2, respectively), and the highest gastrointestinal grades were 0, 1, and 2 (n = 9, 1, and 1, respectively). At 12 months, incontinence was the only grade ≥2 toxicity. One and 2 of 9 patients had grade 2 and 3 incontinence, respectively. On the Expanded Prostate Cancer Index Composite (26-item version), the mean/median changes in scores from baseline to 12 months were -32.8/-31.1 for urinary incontinence, -1.6/-6.2 for urinary irritative/obstructive, -2.1/0 for bowel, -34.4/-37.5 for sexual function, and -10.6/-2.5 for hormonal. The mean/median change in International Prostate Symptom Score from baseline to 12 months was 0.5/0.5. CONCLUSIONS RP after neoadjuvant SBRT appears to be feasible and safe at the dose tested. The severity of urinary incontinence may be higher than RP alone.
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Affiliation(s)
- Neil R Parikh
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Amar U Kishan
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California; Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Nathanael Kane
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Silvia Diaz-Perez
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Ekambaram Ganapathy
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Ramin Nazarian
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Carol Felix
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Colleen Mathis
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Margaret Bradley
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Ankush Sachdeva
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Bashir Wyatt
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Vince Basehart
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Nazy Zomorodian
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Lin Lin
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Christopher R King
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Patrick A Kupelian
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Matthew B Rettig
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Michael L Steinberg
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Minsong Cao
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Beatrice S Knudsen
- Departments of Pathology and Laboratory Medicine and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - David Elashoff
- Department of Medicine, University of California Los Angeles, Los Angeles, California
| | - Dorthe Schaue
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California
| | - Robert E Reiter
- Department of Urology, University of California Los Angeles, Los Angeles, California
| | - Nicholas G Nickols
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California; Department of Urology, University of California Los Angeles, Los Angeles, California; Radiation Therapy Service, VA Greater Los Angeles Healthcare System, Los Angeles, California.
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Bagher-Ebadian H, Janic B, Liu C, Pantelic M, Hearshen D, Elshaikh M, Movsas B, Chetty IJ, Wen N. Detection of Dominant Intra-prostatic Lesions in Patients With Prostate Cancer Using an Artificial Neural Network and MR Multi-modal Radiomics Analysis. Front Oncol 2019; 9:1313. [PMID: 31850209 PMCID: PMC6901911 DOI: 10.3389/fonc.2019.01313] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 11/12/2019] [Indexed: 12/17/2022] Open
Abstract
Purpose: The aim of this study was to identify and rank discriminant radiomics features extracted from MR multi-modal images to construct an adaptive model for characterization of Dominant Intra-prostatic Lesions (DILs) from normal prostatic gland tissues (NT). Methods and Materials: Two cohorts were retrospectively studied: Group A consisted of 98 patients and Group B 19 patients. Two image modalities were acquired using a 3.0T MR scanner: Axial T2 Weighted (T2W) and axial diffusion weighted (DW) imaging. A linear regression method was used to construct apparent diffusion coefficient (ADC) maps from DW images. DILs and the NT in the mirrored location were drawn on each modality. One hundred and sixty-eight radiomics features were extracted from DILs and NT. A Partial-Least-Squares-Correlation (PLSC) with one-way ANOVA along with bootstrapping ratio techniques were recruited to identify and rank the most discriminant latent variables. An artificial neural network (ANN) was constructed based on the optimal latent variable feature to classify the DILs and NTs. Nineteen patients were randomly chosen to test the contour variability effect on the radiomics analysis and the performance of the ANN. Finally, the trained ANN and a two dimension (2D) convolutional sampling method were combined and used to estimate DIL-NT probability map for two test cases. Results: Among 168 radiomics-based latent variables, only the first four variables of each modality in the PLSC space were found to be significantly different between the DILs and NTs. Area Under Receiver Operating Characteristic (AUROC), Positive Predictive and Negative Predictive values (PPV and NPV) for the conventional method were 94%, 0.95, and 0.92, respectively. When the feature vector was randomly permuted 10,000 times, a very strong permutation-invariant efficiency (p < 0.0001) was achieved. The radiomic-based latent variables of the NTs and DILs showed no statistically significant differences (Fstatistic < Fc = 4.11 with Confidence Level of 95% for all 8 variables) against contour variability. Dice coefficients between DIL-NT probability map and physician contours for the two test cases were 0.82 and 0.71, respectively. Conclusion: This study demonstrates the high performance of combining radiomics information extracted from multimodal MR information such as T2WI and ADC maps, and adaptive models to detect DILs in patients with PCa.
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Affiliation(s)
- Hassan Bagher-Ebadian
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
| | - Branislava Janic
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
| | - Chang Liu
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
| | - Milan Pantelic
- Department of Radiology, Henry Ford Health System, Detroit, MI, United States
| | - David Hearshen
- Department of Radiology, Henry Ford Health System, Detroit, MI, United States
| | - Mohamed Elshaikh
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
| | - Benjamin Movsas
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
| | - Indrin J Chetty
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
| | - Ning Wen
- Department of Radiation Oncology, Henry Ford Health System, Detroit, MI, United States
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Jadvar H. Multimodal Imaging in Focal Therapy Planning and Assessment in Primary Prostate Cancer. Clin Transl Imaging 2017; 5:199-208. [PMID: 28713796 DOI: 10.1007/s40336-017-0228-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
PURPOSE There is increasing interest in focal therapy (male lumpectomy) of localized low-intermediate risk prostate cancer. Focal therapy is typically associated with low morbidity and provides the possibility of retreatment. Imaging is pivotal in stratification of men with localized prostate cancer for active surveillance, focal therapy or radical intervention. This article provides a concise review of focal therapy and the evolving role of imaging in this clinical setting. METHODS We performed a narrative and critical literature review by searching PubMed/Medline database from January 1997 to January 2017 for articles in the English language and the use of search keywords "focal therapy", "prostate cancer", and "imaging". RESULTS Most imaging studies are based on multiparametric magnetic resonance imaging. Transrectal ultrasound is inadequate independently but multiparametric ultrasound may provide new prospects. Positron emission tomography with radiotracers targeted to various underlying tumor biological features may provide unprecedented new opportunities. Multimodal Imaging appears most useful in localization of intraprostatic dominant index lesions amenable to focal therapy, in early assessment of therapeutic efficacy and potential need for additional focal treatments or transition to whole-gland therapy, and in predicting short-term and long-term outcomes. CONCLUSION Multimodal imaging is anticipated to play an increasing role in the focal therapy planning and assessment of low-intermediate risk prostate cancer and thereby moving this form of treatment option forward in the clinic.
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Affiliation(s)
- Hossein Jadvar
- Division of Nuclear Medicine, Department of Radiology, University of Southern California, Los Angeles, California, USA
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High Dose Rate Brachytherapy as Monotherapy for Localised Prostate Cancer: Review of the Current Status. Clin Oncol (R Coll Radiol) 2017; 29:401-411. [DOI: 10.1016/j.clon.2017.02.015] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2017] [Revised: 02/06/2017] [Accepted: 02/10/2017] [Indexed: 11/20/2022]
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Laing R, Franklin A, Uribe J, Horton A, Uribe-Lewis S, Langley S. Hemi-gland focal low dose rate prostate brachytherapy: An analysis of dosimetric outcomes. Radiother Oncol 2016; 121:310-315. [PMID: 27814981 DOI: 10.1016/j.radonc.2016.09.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 09/10/2016] [Accepted: 09/25/2016] [Indexed: 11/20/2022]
Abstract
BACKGROUND AND PURPOSE Advances in magnetic resonance imaging (MRI) and prostate sampling enable early identification of men with low to intermediate risk prostate cancer who are candidates for focal therapies that minimise side effects. We report dosimetry data from a pilot study evaluating the effectiveness of hemi-gland low dose rate (HG-LDR) brachytherapy as a focal therapy approach to control unilateral localised disease. MATERIAL AND METHODS Twenty-two men underwent HG-LDR brachytherapy. Multi parametric MRI and transperineal template mapping biopsies were used to identify low volume unilateral disease. Whole gland therapy controls (n=120) were retrospectively obtained. All implants were performed with 4D Brachytherapy. RESULTS Intraoperative and postimplant dosimetry complied with established brachytherapy parameters. Mean (standard deviation) postoperative D90 for the target hemi-gland was 153.8 (11.3) Gy compared to 47.5 (12.7) Gy for the contralateral hemi-gland (P<0.001). Mean postoperative V100% was 93.1 (3.9) and 24.6 (10.5) for the target and contralateral hemi-glands respectively (P<0.001). Urethra D30 was 150.4 (19.8) Gy and 174.2 (15.0) Gy for hemi-gland and whole gland implants respectively (P<0.001). Significantly reduced dose was also observed for rectum and neurovascular bundles. CONCLUSIONS HG-LDR focal brachytherapy is feasible with significant reduction in dose to the contralateral hemi-gland and organs at risk.
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Use of a Quality Improvement Initiative to Achieve Consistent Reporting of Level of Suspicion for Tumor on Multiparametric Prostate MRI. AJR Am J Roentgenol 2016; 206:1040-4. [PMID: 27105339 DOI: 10.2214/ajr.15.15768] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE The purpose of this article is to evaluate the utility of a quality improvement (QI) initiative in achieving long-term adherence to an evolving structured format for reporting the level of suspicion for tumor on prostate MRI examinations. MATERIALS AND METHODS The original QI initiative occurred over a 4-month period in 2010, before which prostate MRI was reported using free text. The initiative consisted of development of a section-wide macro, an initial group training session, ordering physician input regarding the structured report's value, subsequent weekly sessions for ongoing review, and timely individualized feedback in instances of nonuse. The initial structured report included pick lists for describing the level of suspicion for tumor as negative, low, medium, or high. Pick lists were modified in 2011 to incorporate a 5-point Likert scale and again in 2015 to incorporate Prostate Imaging Data and Reporting System (PI-RADS) version 2. These refinements were implemented after accelerated training periods. The frequency of reports providing an MRI-based suspicion level during these periods was assessed. RESULTS Fifty-five percent of reports provided an MRI-based level of suspicion for tumor before the initiative. For various cohorts evaluated after the initiative (using structured reports based on the low, medium, or high scheme; a numeric Likert scale; or PI-RADS), this frequency improved to 95-100% (p < 0.001). Among reports without a suspicion level, potential confounding factors included marked artifact from hip prosthesis and overt diffuse tumor. CONCLUSION The QI initiative achieved excellent adherence in reporting a suspicion level for tumor on prostate MRI examinations. The described components of the initiative were useful for maintaining long-term adherence that persisted after serial modifications to the report lexicon.
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Prostate: High-Dose Rate Brachytherapy in the Treatment of Clinically Organ-Confined Prostate Cancer. Brachytherapy 2016. [DOI: 10.1007/978-3-319-26791-3_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Banerjee R, Park SJ, Anderson E, Demanes DJ, Wang J, Kamrava M. From whole gland to hemigland to ultra-focal high-dose-rate prostate brachytherapy: A dosimetric analysis. Brachytherapy 2015; 14:366-72. [PMID: 25680768 DOI: 10.1016/j.brachy.2014.12.007] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2014] [Revised: 12/10/2014] [Accepted: 12/29/2014] [Indexed: 11/24/2022]
Abstract
PURPOSE To assess the magnitude of dosimetric reductions of a focal and ultra-focal high-dose-rate (HDR) prostate brachytherapy treatment strategy relative to standard whole gland (WG) treatment. METHODS AND MATERIALS HDR brachytherapy plans for five patients treated with WG HDR monotherapy were optimized to assess different treatment strategies. Plans were generated to treat the hemigland (HG), one-third gland (1/3G), and one-sixth gland (1/6G), as well as to assess treating the WG with a boost to one of those sub-volumes (WG + HG, WG + 1/3G, WG + 1/6G). Dosimetric parameters analyzed included Target D90%, V100%, V150%, Bladder (B), Rectal (R), Urethral (U) D0.1, 1 and 2cc, Urethral V75%, and the V50% to the contralateral HG. Two-tailed t tests were used for comparison of means, and p-values less than 0.05 were considered statistically significant. RESULTS Target objectives (D90 > 100% and V100 > 97%) were met in all cases. Significant organs at risk dose reductions were achieved for all approaches compared with WG plans. 1/6G vs WG plans resulted in the greatest reduction in dose with a mean bladder D2cc 24.7 vs 64.8%, rectal D2cc 32.8 vs 65.3%, urethral D1cc 52.1 vs 103.8%, and V75 14.5 vs 75% (p < 0.05 for all comparisons). CONCLUSION Significant dose reductions to organs at risk can be achieved using HDR focal brachytherapy. The magnitude of the reductions achievable with treating progressively smaller sub-volumes suggests the potential to reduce morbidity, but the clinical impact on morbidity and tumor control remain to be investigated.
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Affiliation(s)
- Robyn Banerjee
- Department of Oncology, University of Calgary, Calgary, Alberta T2N 4N2, Canada
| | - Sang-June Park
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - Erik Anderson
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - D Jeffrey Demanes
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - Jason Wang
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA
| | - Mitchell Kamrava
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, CA 90095, USA.
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Kruck S, Bedke J, Kaufmann S, Stenzl A. Advanced Imaging and Possible Focal Therapy for Prostate Cancer. CURRENT SURGERY REPORTS 2015. [DOI: 10.1007/s40137-014-0077-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Schild MH, Schild SE, Wong WW, Vora SA, Silva AC, Silva AM, Daniels TB, Keole SR. Early Outcome of Prostate Intensity Modulated Radiation Therapy (IMRT) Incorporating a Simultaneous Intra-Prostatic MRI Directed Boost. ACTA ACUST UNITED AC 2014; 3. [PMID: 25717423 DOI: 10.4172/2167-7964.1000170] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This study assessed the feasibility and outcomes of treating prostate cancer with intensity modulated radiotherapy (IMRT) incorporating a Magnetic Resonance Imaging (MRI) directed boost. Seventy-eight men received IMRT for localized prostate cancer. The entire prostate received 77.4Gy in 43 fractions and simultaneous intra-prostatic boosts (SIB) of 83Gy were administered to increase the dose to the MRI identified malignancy. In 16 (21%) patients, the MRI didn't detect a neoplasm and these patients received an SIB of 81Gy to the posterior prostate. Androgen Deprivation Therapy (ADT) was also administered to 32 (41%) patients. The 3-year rates of biochemical control, local control, distant control, and survival were 92%, 98%, 95%, and 95% respectively. While grade 1-2 toxicities were common, there were only 2 patients who suffered grade 3 toxicity. These patients developed strictures which were dilated resulting in improvement in symptoms such that both had grade 1-2 toxicity at last follow up examination. The results of this program of IMRT incorporating a MRI directed intra-prostatic boost suggest this technique is feasible and well tolerated. This technique appears to shift the therapeutic index favorably by boosting the malignancy to the highest dose without increasing the doses administered to the bladder and rectum.
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Affiliation(s)
- Michael H Schild
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - Steven E Schild
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - William W Wong
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - Sujay A Vora
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - Alvin C Silva
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - Annelise M Silva
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - Thomas B Daniels
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
| | - Sameer R Keole
- Department of Radiation Oncology, Mayo Clinic Arizona, Scottsdale 85259, USA
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