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Jia AY, Sun Y, Baydoun A, Zaorsky NG, Vince RA, Shoag JE, Brown J, Barata P, Dess RT, Jackson WC, Roy S, Nguyen PL, Berlin A, Mehra R, Schaeffer EM, Kashani R, Kishan AU, Morgan TM, Spratt DE. Cross-Comparison Individual Patient Level Analysis of Three Gene Expression Signatures in Localized Prostate in over 50,000 Men. Int J Radiat Oncol Biol Phys 2023; 117:S35. [PMID: 37784481 DOI: 10.1016/j.ijrobp.2023.06.301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Risk stratification guides the management of localized prostate cancer. Multiple commercial gene expression biomarkers have been developed to improve estimates of prognosis, however the 22-gene Decipher genomic classifier (22-GC) is the only test with level 1 evidence supporting its use per NCCN guidelines. It is unknown whether other commercial signatures, Oncotype (GPS) or Prolaris (CCP), are sufficiently correlated to negate the differences in evidence supporting these commercial tests. Herein, we aim to perform a cross-comparison of these signatures in a large cohort of patients diagnosed with localized prostate cancer. MATERIALS/METHODS Patients diagnosed with localized prostate cancer who underwent whole transcriptome gene expression microarray analysis on their primary tumor biopsy specimen were included. The 22-GC score was calculated by Veracyte using a commercially locked model. Individual genes in each of the GPS and CCP gene signatures were identified, and the gene weights in each signature were retrained for prediction of metastasis in a multi-institutional cohort of 1,574 men with long-term outcome data. This was performed to improve correlation performance of GPS and CCP given only the 22-GC was trained for prediction of metastasis. For each of the three signatures, both continuous and categorical scores were calculated. Linear regression and spearman correlations were calculated both on univariable and multivariable analyses adjusting for age, grade group, PSA, and T-stage. RESULTS A total of 50,881 patients were included (15,379 (30.2%) NCCN low-risk, 14,773 (29.0%) favorable intermediate-risk, 15,544 (30.5%) unfavorable intermediate-risk, and 5,185 (10.2%) high/very high-risk) with a median age of 68 years, and a median PSA of 6.2 ng/mL. On linear regression, the GPS model had poor goodness-of-fit to the 22-GC with an R2 of 0.36, as did the CCP model to the 22-GC with an R2 of 0.32. For CCP, the linear sum of the 31-genes was also tested but had inferior performance (R2 0.28) compared to the reoptimized CCP model. Results were similar on multivariable analysis adjusting for age, PSA, clinical stage and grade group. Spearman correlation between the continuous GPS model scores and the 22-GC was moderate at 0.59, as was the correlation between CCP model and the 22-GC of 0.54. CCP is a measure of proliferation, but in 22-GC high-risk patients, the majority (64.1%) of patients had low-average proliferation and only 35.9% had high proliferation, potentially explaining the lack of strong correlation. CONCLUSION There is minimal to moderate correlation between the 22-GC and GPS or CCP gene expression signatures tested. Therefore, these tests should not be viewed as interchangeable, and utilization should be based on the level of evidence supporting each gene expression biomarker.
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Affiliation(s)
- A Y Jia
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - Y Sun
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - A Baydoun
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - N G Zaorsky
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - R A Vince
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - J E Shoag
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - J Brown
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - P Barata
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - R T Dess
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - W C Jackson
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - S Roy
- Rush University Medical Centre, Chicago, IL
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - A Berlin
- Department of Radiation Oncology, Princess Margaret Cancer Centre, University of Toronto, Toronto, ON, Canada
| | - R Mehra
- Department of Pathology, University of Michigan, Ann Arbor, MI
| | | | - R Kashani
- 4921 Parkview Place, Saint Louis, MO
| | - A U Kishan
- Department of Radiation Oncology, University of California, Los Angeles, Los Angeles, CA
| | - T M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI
| | - D E Spratt
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, OH
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Patel TA, Jain B, Vapiwala N, Chino F, Tringale KR, Mahal BA, Yamoah K, McBride S, Hubbard A, Nguyen PL, Dee EC. Trends in Utilization and Medicare Spending on Shorter vs. Longer Radiotherapy Courses for Breast and Prostate Cancer. Int J Radiat Oncol Biol Phys 2023; 117:e614. [PMID: 37785845 DOI: 10.1016/j.ijrobp.2023.06.1990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Evidence based research supports shorter, similarly efficacious, and potentially more cost-effective hypofractionated treatment regimens in many clinical scenarios for breast cancer (BC) and prostate cancer (PC). However, practice patterns of hospital-affiliated and standalone facilities vary considerably. We used the most recent Centers for Medicare and Medicaid Services data to assess trends in radiotherapy (RT) costs and practice patterns among episodes of BC and PC. MATERIALS/METHODS We performed a retrospective cohort analysis of all external beam episodes for BC and PC from 2015-2019. For patients with BC, receipt of shorter-course RT (SCRT) was defined as receiving 11-20 fractions of external beam radiation therapy (including IMRT), and conventional RT as >20 fractions. For patients with PC, SBRT was defined as receipt of <10 fractions and moderate hypofractionation as 10-30 fractions (SCRT defined as SBRT and moderate hypofractionation), and >30 fractions for conventional RT. Total Medicare spending were defined as the sum of winsorized payment for professional and technical services furnished during the episode in 2019 dollars. Multivariable logistic regression defined adjusted odds ratios (ORs) of receipt of SCRT over conventional RT by treatment modality, age, year of diagnosis, type of practice, as well as a time*treatment setting interaction term. Medicare spending was evaluated using multivariable linear regression controlling for duration of RT regimen (SCRT vs conventional) in addition to the covariables above. RESULTS Of 47,283 BC episodes and 45,917 PC episodes, 23,705 (50.13%) and 9,125 (19.87%) were SCRT, respectively. Median total spending for SCRT among BC episodes was $9,324 (IQR, $7,916-$10,921) vs. $13,372 (IQR, $11,511-$15,283) for conventional RT. Among PC episodes, median total spending was $12,917 (IQR, $9,551-$15,271) for SBRT, $18,944 (IQR, $16,530-$20,615) for moderate hypofractionation, and $26,935 (IQR, $25,062-$28,959) for conventional RT. For both cancers, total episode spending was reduced with SCRT utilization [(BC adjusted β, -$4,200; p<0.001), (PC adjusted β, -$8,747; p<0.001)], older age, and non-IMRT-based treatment. On logistic regression, receipt of SCRT was associated with older age among both BC and PC episodes (p<0.001), as well as treatment at hospital-affiliated over freestanding sites [(BC OR [95% CI], 1.41 [1.29-1.54], p<0.001), (PC OR, 1.64 [1.39-1.94], p<0.001)]. CONCLUSION In this evaluation of all BC and PC RT episodes from 2015-2019, we found that shorter-course RT resulted in increased cost-savings vs. conventional RT. SCRT was also more common in hospital-affiliated sites. Further research is needed to devise payment incentives that encourage SCRT when clinically applicable in the two most common sites treated with RT, and to prospectively study cost-effective hypofractionation in other disease sites.
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Affiliation(s)
- T A Patel
- University of Pennsylvania, Philadelphia, PA
| | - B Jain
- Massachusetts Institute of Technology, Cambridge, MA
| | - N Vapiwala
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, PA
| | - F Chino
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - K R Tringale
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - B A Mahal
- Department of Radiation Oncology, University of Miami/Sylvester Comprehensive Cancer Center, Miami, FL
| | - K Yamoah
- H. Lee Moffitt Cancer Center and Research Institute, Department of Radiation Oncology, Tampa, FL
| | - S McBride
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - A Hubbard
- American Society for Radiation Oncology, Arlington, VA
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - E C Dee
- Memorial Sloan Kettering Cancer Center, New York, NY
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Yang DD, Konieczkowski DJ, Acosta AM, Lis RT, Carvalho FL, Reardon B, Park J, Mouw KW, Van Allen E, Nguyen PL. Genomic Characterization of Locally Recurrent Prostate Cancer after Radiation Therapy. Int J Radiat Oncol Biol Phys 2023; 117:e452. [PMID: 37785455 DOI: 10.1016/j.ijrobp.2023.06.1639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Radiation therapy (RT) is a backbone of treatment for patients with prostate cancer (PCa). However, locally recurrent disease after definitive RT (i.e., radiorecurrent PCa) is not uncommon and is associated with a higher risk of distant metastases and death from PCa. While the genomic landscape of primary PCa is well-characterized, little is known regarding the genomic landscape of radiorecurrent PCa or how this compares to that of primary PCa. We hypothesized that the genomic landscape of radiorecurrent PCa differs significantly from primary PCa and that these differences have clinical relevance. We examined this hypothesis by performing whole exome sequencing (WES) of radiorecurrent PCa. MATERIALS/METHODS We identified 25 patients with radiorecurrent PCa with available post-RT tissue obtained from biopsy or radical prostatectomy, as well as germline tissue. The tumor and germline tissue for 19 patients successfully underwent WES. We identified genomic variants including single nucleotide variants (SNVs), insertions/deletions, and copy number alterations. Furthermore, we estimated the tumor mutational burden (TMB; number of nonsynonymous mutations per megabase [Mb]) and contribution of individual mutational signatures. We compared our samples to a publicly available large cohort of primary PCa (n = 680) to define genomic alterations unique to radiorecurrent PCa. RESULTS In the overall cohort of 25 patients, the RT modality included external beam RT (56%), brachytherapy (36%), and combination of both (8%). 40% of patients received upfront androgen deprivation therapy with RT. The median time to local recurrence was 6.5 years. For the 19 radiorecurrent patients with WES data, the median TMB was 2.7 mutations/Mb, which was significantly higher than the median TMB of 0.7 mutation/Mb for primary PCa (P = 0.002 after multivariable adjustment). Radiorecurrent PCa demonstrated an enrichment of short deletions, with a significantly higher deletion/SNV ratio compared to primary PCa (P = 0.006). TP53 was the most frequently mutated gene in radiorecurrent PCa (n = 6), and the TP53 mutation prevalence was significantly higher compared to primary PCa (32% vs 10%, P = 0.016 by Fisher's exact test). TP53 was also determined to be recurrently mutated using MutSigCV (Q = 0.0003). Additionally, 3 samples demonstrated evidence of whole genome doubling. CONCLUSION Radiorecurrent PCa has a distinct genomic profile compared to primary PCa, characterized by a higher TMB with an enrichment of short deletions as part of the mutational composition, which may be a scar of nonhomologous end joining subsequent to RT-induced DNA double-stranded breaks. In addition, TP53 mutations may be of functional consequence in radiorecurrent PCa. Further efforts are underway to examine other genomic features apparent in WES data, as well as perform whole transcriptome sequencing to provide complementary insights into radiorecurrent PCa.
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Affiliation(s)
- D D Yang
- Harvard Radiation Oncology Program, Boston, MA
| | | | - A M Acosta
- Brigham and Women's Hospital, Boston, MA
| | - R T Lis
- Dana-Farber Cancer Institute, Boston, MA
| | | | - B Reardon
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - J Park
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - K W Mouw
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - E Van Allen
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
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4
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Dee EC, Goglia A, Swami N, Nguyen B, Hougen HY, Khan A, Kishan AU, Punnen S, Nguyen PL, Mahal BA, Alshalalfa M. Determinants of Widespread Metastases and of Metastatic Tropism in Patients with Prostate Cancer: A Genomic Analysis of Primary and Metastatic Tumors. Int J Radiat Oncol Biol Phys 2023; 117:e375-e376. [PMID: 37785276 DOI: 10.1016/j.ijrobp.2023.06.2481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) A growing body of evidence suggests that metastatic cancer is better described as a spectrum of disease rather than a binarily defined state, ranging from oligometastatic cancer to widespread metastases. Widespread metastases represent the most common cause of cancer-related death among patients with prostate cancer. Therefore, a greater understanding of the genomic features that determine the extent and location of metastatic spread may inform risk stratification, treatment, and monitoring. We identify genomic alterations from primary prostate tumors that are predictive of widespread metastatic potential. MATERIALS/METHODS Genomic and clinical data for 1,312 patients with primary prostate adenocarcinomas were extracted from the MSK-MET cohort through cBioPortal. Metastatic site counts and overall survival (OS) data were publicly available for all patients. All samples from primary tumors were profiled using the MSK-IMPACT targeted sequencing platform. Our study focused on 58 genes frequently altered in prostate cancer. Cox proportional hazard analyses defined hazard ratios (HRs) and 95% confidence intervals (CIs) for overall mortality in patients with different metastatic outcomes. Patterns of genomic alterations of the primary tumor associated with metastatic extent and location were compared. RESULTS Out of 1,312 patients, 939 (71%) developed metastases, and 113 (8.6%) had metastases to 5 or more distinct anatomical sites (defining wide-spread metastases, WSM). Bone was the most common site of metastasis (36%), and 80% of patients with liver metastases had 4 or more additional sites of metastasis. Among patients with metastases, increasing number of metastatic sites was associated with increased risk of death (HR:1.8, 95% CI:1.63-1.99, p<0.001). To define genomic determinants of WSM, we characterized genomic alterations in 58 prostate cancer related genes. Alterations in the following genes were enriched in tumors from patients with WSM vs others: TP53 mutation (40% vs 20%, p<0.0001), FOXA1-amplification (8% vs 3%, p = 0.02), AR-amplification (4.4% vs 1%, p = 0.01), RB1-deletion (5.3% vs 0.7%, p = 0.001), and BRCA2-deletion (4.4% vs 0.7%, p = 0.01). In a univariable survival analysis, all these alterations were predictive of OS (p<0.05). However, on multivariable analysis, only TP53 mutations, and FOXA1 and AR amplifications were independent prognostic factors. Amplifications of FOXA1 (n = 37) and AR (n = 13) were mutually exclusive (0 overlap), and we found that patients who have either AR or FOXA1 amplifications experienced very poor OS (HR:3.57, 95% CI:2.26-5.6, p p<0.001]. CONCLUSION We identified genomic alterations (TP53 mutations, FOXA1 and AR amplification, RB1 and BRCA2 deletions) from primary prostate tumors that are predictive of wide-spread metastases and poor outcomes.
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Affiliation(s)
- E C Dee
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - A Goglia
- Memorial Sloan Kettering Cancer Center, New York, NY, United States
| | - N Swami
- University of Massachusetts Chan Medical School, Worcester, MA
| | - B Nguyen
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - H Y Hougen
- University of Miami Miller School of Medicine, Miami, FL
| | - A Khan
- University of Miami Miller School of Medicine, Miami, FL
| | - A U Kishan
- Department of Radiation Oncology, University of California, Los Angeles, Los Angeles, CA
| | - S Punnen
- Department of Urology, University of Miami/Sylvester Comprehensive Cancer Center, Miami, FL
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - B A Mahal
- Department of Radiation Oncology, University of Miami/Sylvester Comprehensive Cancer Center, Miami, FL
| | - M Alshalalfa
- UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, CA
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5
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Patel AM, Dee EC, Hubbard A, Milligan MG, Ebner DK, Alcorn SR, LaVigne A, Kudner RF, Mayo C, Adler D, Suggs K, Greathouse A, Ludwig MS, Nguyen PL, Waddle MR, Thompson RF, Mahal BA, Yamoah K. Health Equity Achievement in Radiation Therapy (HEART) Score: A Social Prognosis. Int J Radiat Oncol Biol Phys 2023; 117:e612-e613. [PMID: 37785841 DOI: 10.1016/j.ijrobp.2023.06.1988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) The aim of this study was to develop a Health Equity Achievement in Radiation Therapy (HEART) score that can help identify patients at risk of experiencing suboptimal quality-of-care (QoC) early on in the patient-provider encounter and prior to initiation of treatment. Such a score may improve shared decision making to improve QoC. MATERIALS/METHODS A retrospective analysis was conducted using the National Cancer Database (NCDB) for prostate cancer cases between 2004-2017. Sociodemographic factors, clinical characteristics, and treatment information were collected. A composite HEART score was built to predict suboptimal QoC, defined as treatment refusal, incomplete treatment, or treatment delay. 70% of the data was allocated to training and 30% to validating a logistic regression model through which a nomogram was constructed. RESULTS A total of 1,599,785 patients were included in the analysis, of whom 126,917 (7.9%) had at least one suboptimal QoC. The strongest predictors were Black race, uninsured status, lower educational status, geographic location, and nodal disease (Table). The nomogram demonstrated a fair ability to predict quality metrics, with an area under the receiver operating characteristic curve (AUC) of 0.57 in the test group. The nomogram facilitated graphic interpretation of systemic factors in contributing to suboptimal QoC. CONCLUSION With observed potential for predicting suboptimal QoC outcomes in patients with prostate cancer by considering systemic barriers, this NCDB-based nomogram has potential utility as a tool for identifying patients who may benefit from additional social support, including the financial resources associated with these services, to improve access to care. Further validation in diverse datasets is needed to improve performance and generalizability to broader patient populations and different disease sites.
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Affiliation(s)
- A M Patel
- Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX
| | - E C Dee
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - A Hubbard
- American Society for Radiation Oncology, Arlington, VA
| | | | - D K Ebner
- Rhode Island Hospital, Providence, RI
| | - S R Alcorn
- Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University School of Medicine, Baltimore, MD
| | - A LaVigne
- Johns Hopkins University School of Medicine, Baltimore, MA
| | - R F Kudner
- American Society for Radiation Oncology, Arlington, VA
| | - C Mayo
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - D Adler
- American Society for Radiation Oncology, Arlington, VA
| | - K Suggs
- American Society for Radiation Oncology, Arlington, VA
| | - A Greathouse
- American Society for Radiation Oncology, Arlington, VA
| | - M S Ludwig
- Department of Radiation Oncology, Dan L. Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - M R Waddle
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN
| | - R F Thompson
- Department of Radiation Medicine, Oregon Health & Science University, Portland, OR
| | - B A Mahal
- Department of Radiation Oncology, University of Miami/Sylvester Comprehensive Cancer Center, Miami, FL
| | - K Yamoah
- H. Lee Moffitt Cancer Center and Research Institute, Department of Radiation Oncology, Tampa, FL
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Lee KN, Trinh QD, Lee LK, Yang DD, Leeman JE, Nguyen PL, DAmico AV, King MT. Indications for Adjuvant Radiation after Radical Prostatectomy as Predicted by Artificial Intelligence-Derived Dominant Intraprostatic Lesion Volume. Int J Radiat Oncol Biol Phys 2023; 117:e405-e406. [PMID: 37785349 DOI: 10.1016/j.ijrobp.2023.06.1544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) In prostate cancer, PI-RADs scores of dominant intraprostatic lesions (DILs) in multi-parametric magnetic resonance imaging (mpMRI) are prognostic; however, their inter-observer agreement is only moderate. Artificial intelligence (AI) may be a powerful tool for prognostication by analyzing a large number of scans consistently in a short amount of time. This study investigated whether the DIL volume (DILvol) provided by an AI deep-learning segmentation algorithm could predict adverse findings at radical prostatectomy (RP), some of which could warrant adjuvant radiation therapy (RT). MATERIALS/METHODS We conducted a retrospective study of 185 consecutive patients with localized prostate cancer who underwent an endorectal coil, high B-value (> = 1000 s/mm2), 3-Tesla mpMRI followed by RP between 2015 and 2017. Using a previously trained deep learning nnUNet algorithm for providing DIL segmentations from patients treated with definitive RT, we segmented the DIL for the RP cohort. We evaluated the association of AI DILvol with the risks of adverse pathologic factors, including positive margins, pathologic T3 (pT3) disease, and pathologic Gleason (pGS8-10) disease, using separate univariate logistic regression models. We then included AI DILvol, pT3 (vs pT2), pGS8-10 (vs pGS6-7), margin status, and pre-RP PSA for predicting post-RP PSA values utilizing multivariate linear regression analysis. Finally, we included these same factors into a multivariate logistic regression analysis for predicting the risk of meeting adjuvant RT indications (PSA persistence post-RP > = 0.1 ng/mL or positive lymph nodes). RESULTS The median time between RP and post-PSA value was 1.6 months. The Pearson's correlation coefficient between AI and reference DILvol (sum of manually contoured PI-RADS 3-5 lesions) was 0.86 (p < 0.001). The Pearson's correlation coefficient between AI DILvol and pathologic tumor size was 0.63 (p < 0.001). Utilizing separate univariate logistic regression models, we found that AI DILvol was significantly associated with the risks of positive margins (OR 1.31 [1.10, 1.58]; p = 0.003), pT3 (OR 1.59 [95% CI: 1.30, 1.99]; p < 0.001), and pGS8-10 (OR 1.28 [1.07, 1.56]; p = 0.01). On multivariate linear regression, AI DILvol (0.27/mL [0.25, 0.29]; p < 0.001) was significantly correlated with post-RP PSA values, after controlling for adverse factors and pre-RP PSA. On multivariate logistic regression, AI DILvol (adjusted OR 1.32 [1.05, 1.69]; p = 0.03) was the only factor significantly associated with the risk of meeting adjuvant RT indications after controlling for these same factors. CONCLUSION For localized prostate cancer treated with RP, AI DILvol was the only factor significantly associated with the risk of meeting adjuvant RT indications, even after controlling for pathologic factors at RP. Further studies are needed to determine if AI DILvol is prognostic for long-term oncologic outcomes after RP.
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Affiliation(s)
- K N Lee
- Harvard Radiation Oncology Program, Boston, MA
| | - Q D Trinh
- Center for Surgery and Public Health and Division of Urological Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - L K Lee
- Department of Radiology, Brigham and Women's Hospital, Boston, MA
| | - D D Yang
- Harvard Radiation Oncology Program, Boston, MA
| | - J E Leeman
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - A V DAmico
- Brigham and Women's Hospital, Boston, MA
| | - M T King
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham & Women's Hospital, Boston, MA
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7
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Lee WR, Dignam JJ, Amin M, Bruner DW, Low D, Swanson GP, Shah AB, D'Souza DP, Michalski JM, Dayes I, Seaward SA, Hall WA, Nguyen PL, Pisansky TM, Faria SL, Chen Y, Rodgers J, Sandler HM. Long-Term Follow-Up Analysis of NRG Oncology RTOG 0415: A Randomized Phase III Non-Inferiority Study Comparing Two Fractionation Schedules in Patients with Favorable-Risk Prostate Cancer. Int J Radiat Oncol Biol Phys 2023; 117:S3-S4. [PMID: 37784471 DOI: 10.1016/j.ijrobp.2023.06.209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) To assess whether the efficacy of a hypofractionated (H) schedule is no worse than a conventional (C) schedule in men with low-risk prostate cancer. MATERIALS/METHODS Accrual began April 2006 and ended in December 2009. 1115 men with favorable-risk prostate cancer were randomly assigned 1:1 to a conventional (C) schedule (73.8 Gy in 41 fractions over 8.2 weeks) or to a hypofractionated (H) schedule (70 Gy in 28 fractions over 5.6 weeks). The trial was designed to establish with 90% power and alpha = 0.05 that (H) results in 5-year disease-free survival (DFS) that is not lower than (C) by more than 7% (hazard ratio (HR) < 1.52). Protocol specified secondary endpoints evaluated for noninferiority include: biochemical recurrence (BR), local progression, disease-specific survival, and overall survival. RESULTS One thousand ninety-two protocol eligible men were analyzed: 542 to C and 550 to H. Median follow-up is 12.75 years. Baseline characteristics were not different according to treatment arm. The estimated 12-year DFS is 56.1% (95% CI 51.5, 60.5) in the C arm and 61.8% (57.2, 66.0) in the H arm. The DFS hazard ratio (H/C) is 0.85 (0.71-1.03), confirming non-inferiority (p<0.001). Twelve-year cumulative incidence of biochemical recurrence (BR) was 17.0% (CI 13.8, 20.5) in the C-RT and 9.9% (CI 7.5, 12.6) in the H-RT arm; (HR = 0.56, (0.40-0.78) suggesting improved efficacy with H. Additional pre-specified secondary endpoints were non-inferior Late Grade ≥ 3 GI toxicity is 3.2% (C) vs. 4.4% (H), Relative risk (RR) for H vs. C 1.39 (CI 0.75, 2.55) Late Grade ≥ 3 GU toxicity is 3.4% (C) vs. 4.2% (H), RR = 1.26 (CI 0.69, 2.30). CONCLUSION In men with favorable-risk prostate cancer, long-term disease-free survival is non-inferior with 70 Gy in 28 fractions compared to 73.8 Gy in 41 fractions. The risk of BR is reduced with moderate hypofractionation. No differences in late Grade ≥3 GI/GU toxicity were observed between the arms. (ClinicalTrials.gov identifier: NCT00331773).
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Affiliation(s)
- W R Lee
- Duke University Medical Center, Department of Radiation Oncology, Durham, NC
| | - J J Dignam
- NRG Oncology Statistics and Data Management Center, Philadelphia, PA
| | - M Amin
- University of Tennessee Health Science Center, Memphis, TN
| | | | - D Low
- Department of Radiation Oncology, University of California Los Angeles, Los Angeles, CA
| | | | - A B Shah
- York Cancer Center, York, PA, United States
| | - D P D'Souza
- Department of Oncology, Division of Radiation Oncology, London Health Sciences Centre, Western University, London, ON, Canada
| | - J M Michalski
- Department of Radiation Oncology, Washington University School of Medicine, St. Louis, MO
| | - I Dayes
- Juravinski Cancer Centre, Hamilton, ON, Canada
| | | | - W A Hall
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, WI
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - T M Pisansky
- Department of Radiation Oncology, Mayo Clinic, Rochester, MN
| | - S L Faria
- McGill University Health Centre, Montreal, QC, Canada
| | - Y Chen
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, NY
| | - J Rodgers
- NRG Oncology Statistics and Data Management Center, Philadelphia, PA
| | - H M Sandler
- Cedars-Sinai Medical Center, Los Angeles, CA
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8
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Yang DD, Lee LK, Tsui JMG, Leeman JE, Lee KN, McClure HM, Sudhyadhom A, Guthier CV, Mouw KW, Martin NE, Orio PF, Nguyen PL, DAmico AV, King MT. Association between Artificial Intelligence-Derived Tumor Volume and Oncologic Outcomes for Localized Prostate Cancer Treated with Radiation Therapy. Int J Radiat Oncol Biol Phys 2023; 117:e452-e453. [PMID: 37785456 DOI: 10.1016/j.ijrobp.2023.06.1640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) Although clinical features of multi-parametric magnetic resonance imaging (mpMRI) have been associated with biochemical recurrence in localized prostate cancer, such features are subject to inter-observer variability. We evaluated whether the volume of the dominant intraprostatic lesion (DIL), as provided by a deep learning segmentation algorithm, could provide prognostic information for patients treated with definitive radiation therapy (RT). MATERIALS/METHODS We conducted a retrospective study of 438 patients with localized prostate cancer who underwent an endorectal coil, high B-value, 3-Tesla mpMRI and were treated with definitive RT at our institution between 2010 and 2017. We utilized the publicly available nnUNet to train a segmentation model which was used to identify the DIL. We examined the association between the artificial intelligence (AI)-generated DIL volume and oncologic outcomes, including biochemical recurrence and metastasis risk, using cause-specific Cox regression and time-dependent receiver operating characteristic analysis. RESULTS The AI model identified DILs with an area under the receiver operating characteristic (AUROC) of 0.827 at the patient level. For the 233 patients with available PI-RADS scores, with a median follow-up of 5.6 years, there were 28 biochemical failures. AI-defined DIL volume was significantly associated with biochemical failure (adjusted hazard ratio 1.60, 95% confidence interval 1.14-2.24, p = 0.007) after adjustment for PI-RADS score. Among all 438 patients with a median follow-up of 6.9 years, there were 49 biochemical failures and 22 metastases. The AUROC for predicting 7-year biochemical failure for AI volume (0.790) was similar to that for National Comprehensive Cancer Network (NCCN) category (p = 0.17). The AUROC for predicting 7-year metastasis for AI volume trended towards being higher compared to NCCN category (0.854 vs 0.769, p = 0.06). CONCLUSION An AI algorithm using deep learning could identify the DIL with good performance. AI-defined DIL volume may be able to provide prognostic information independent of the NCCN risk group or other radiologic factors for patients with localized prostate cancer treated with RT.
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Affiliation(s)
- D D Yang
- Harvard Radiation Oncology Program, Boston, MA
| | - L K Lee
- Department of Radiology, Brigham and Women's Hospital, Boston, MA
| | - J M G Tsui
- McGill University Health Center, Montreal, QC, Canada
| | - J E Leeman
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - K N Lee
- Harvard Radiation Oncology Program, Boston, MA
| | | | - A Sudhyadhom
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - C V Guthier
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - K W Mouw
- Broad Institute of MIT and Harvard, Cambridge, MA
| | - N E Martin
- Department of Radiation Oncology, Brigham and Women's Hospital, Dana Farber Cancer Institute and Harvard Medical School, Boston, MA
| | - P F Orio
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | - P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - A V DAmico
- Brigham and Women's Hospital, Boston, MA
| | - M T King
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham & Women's Hospital, Boston, MA
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9
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Nguyen PL, Kollmeier MA, Rathkopf D, Hoffman KE, Zurita-Saavedra A, Spratt DE, Dess RT, Liauw S, Szmulewitz R, Einstein DJ, Bubley G, Yu JB, An Y, Wong AC, Feng FY, Mckay RR, Rose BS, Shin KY, Kibel A, Taplin MEA. FORMULA-509: A Multicenter Randomized Trial of Post-Operative Salvage Radiotherapy (SRT) and 6 Months of GnRH Agonist with Either Bicalutamide or Abiraterone Acetate/Prednisone (AAP) and Apalutamide (Apa) Post-Radical Prostatectomy (RP). Int J Radiat Oncol Biol Phys 2023; 117:S81-S82. [PMID: 37784583 DOI: 10.1016/j.ijrobp.2023.06.401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
PURPOSE/OBJECTIVE(S) FORMULA-509 was designed to evaluate whether adding six months of AAP and Apa to a GnRH Agonist could improve outcomes compared to six months of bicalutamide plus GnRH Agonist for patients with unfavorable features receiving SRT for a detectable PSA post-RP. MATERIALS/METHODS FORMULA-509 is an investigator-initiated, multi-center, open-label, randomized trial. Patients had PSA ≥0.1 post-RP and one or more unfavorable features (Gleason 8-10, PSA >0.5, pT3/T4, pN1 or radiographic N1, PSA doubling time <10 months, negative margins, persistent PSA, gross local/regional disease, or Decipher High Risk). All patients received SRT plus 6 months of GnRH agonist and randomization was to concurrent bicalutamide 50 mg or AAP 1000 mg/5 mg + Apa 240 mg QD. Radiation to pelvic nodes was required for pN1 and optional for pN0. The primary endpoint was PSA progression-free survival (PFS) and secondary endpoint was metastasis-free survival (MFS) determined by conventional imaging. The study was powered to detect a HR of 0.50 for PFS and a HR of 0.30 for MFS, each with 80% power and one-sided type I error of 0.05. Stratification was by PSA at study entry (>0.5 vs.≤0.5) and pN0 vs pN1. Analyses within these subgroups were pre-planned and utilized two-sided p-values. RESULTS Three hundred forty-five participants (332 evaluable) from 9 sites were randomized from 11/24/2017 to 3/25/2020 (172 bicalutamide, 173 AAP/Apa). Median follow-up was 34 (6-53) months; 29% were pN1 and 31% had PSA >0.5 ng/mL. The HR for PFS was 0.71 (90% CI 0.49-1.03), stratified one-sided log-rank p = 0.06 (3-year PFS was 68.5% bicalutamide vs 74.9% AAP/Apa). The HR for MFS was 0.57 (90% CI 0.33-1.01), stratified one-sided log rank p = 0.05 (3-year MFS was 87.2% bicalutamide vs 90.6% AAP/Apa). In a pre-planned analysis by stratification factors, AAP/Apa was significantly superior for patients with PSA >0.5 for PFS [HR 0.50, (95% CI 0.27-0.95), p = 0.03 (2-sided); 3-year PFS 46.8% bicalutamide vs. 67.2% AAP/Apa] and for MFS [HR 0.32 (95% CI 0.13-0.84), p = 0.02 (2-sided); 3-year MFS 66.1% bicalutamide vs. 84.3% AAP/Apa.] No statistically significant benefit was detected in pre-planned analyses of stratification subgroups defined by PSA≤0.5, pN0, or pN1. Adverse events were consistent with the known safety profiles of the agents being studied, with more rash and hypertension in the AAP/Apa arm. CONCLUSION Although this primary analysis did not meet the pre-specified threshold for statistical significance, it does strongly suggest that the addition of AAP/Apa instead of bicalutamide to SRT+6 months of GnRH Agonist may improve PFS and MFS, particularly in the subgroup of patients with PSA>0.5 where a pre-planned subgroup analysis by stratification factors observed a statistically significant benefit for both PFS and MFS. (NCT03141671).
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Affiliation(s)
- P L Nguyen
- Brigham and Women's Hospital/Dana-Farber Cancer Institute, Boston, MA
| | - M A Kollmeier
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - D Rathkopf
- Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY
| | - K E Hoffman
- Department of Breast Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX
| | | | - D E Spratt
- Department of Radiation Oncology, University Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, OH
| | - R T Dess
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI
| | - S Liauw
- Department of Radiation and Cellular Oncology, University of Chicago Medical Center, Chicago, IL
| | | | - D J Einstein
- Beth Israel Deaconess Medical Center, Boston, MA
| | - G Bubley
- Beth Israel Deaconess Medical Center, Boston, MA
| | - J B Yu
- Saint Francis Radiation Oncology, Hartford, CT
| | - Y An
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, CT
| | - A C Wong
- University of California San Francisco, Department of Radiation Oncology, San Francisco, CA
| | - F Y Feng
- Department of Radiation Oncology, University of California San Francisco, San Francisco, CA
| | - R R Mckay
- University of California San Diego, La Jolla, CA
| | - B S Rose
- UCSD Center for Health Equity, Education, and Research, La Jolla, CA
| | - K Y Shin
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA
| | - A Kibel
- Brigham and Women's Hospital, Boston, MA
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10
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Liu B, Nguyen PL, Yu H, Li X, Wang H, Price J, Niu M, Guda C, Cheng X, Sun X, Moreau R, Ramer-Tait A, Naldrett MJ, Alvarez S, Yu J. Critical contributions of protein cargos to the functions of macrophage-derived extracellular vesicles. J Nanobiotechnology 2023; 21:352. [PMID: 37770932 PMCID: PMC10537535 DOI: 10.1186/s12951-023-02105-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 09/13/2023] [Indexed: 09/30/2023] Open
Abstract
BACKGROUND Macrophages are highly plastic innate immune cells that play key roles in host defense, tissue repair, and homeostasis maintenance. In response to divergent stimuli, macrophages rapidly alter their functions and manifest a wide polarization spectrum with two extremes: M1 or classical activation and M2 or alternative activation. Extracellular vesicles (EVs) secreted from differentially activated macrophages have been shown to have diverse functions, which are primarily attributed to their microRNA cargos. The role of protein cargos in these EVs remains largely unexplored. Therefore, in this study, we focused on the protein cargos in macrophage-derived EVs. RESULTS Naïve murine bone marrow-derived macrophages were treated with lipopolysaccharide or interlukin-4 to induce M1 or M2 macrophages, respectively. The proteins of EVs and their parental macrophages were subjected to quantitative proteomics analyses, followed by bioinformatic analyses. The enriched proteins of M1-EVs were involved in proinflammatory pathways and those of M2-EVs were associated with immunomodulation and tissue remodeling. The signature proteins of EVs shared a limited subset of the proteins of their respective progenitor macrophages, but they covered many of the typical pathways and functions of their parental cells, suggesting their respective M1-like and M2-like phenotypes and functions. Experimental examination validated that protein cargos in M1- or M2-EVs induced M1 or M2 polarization, respectively. More importantly, proteins in M1-EVs promoted viability, proliferation, and activation of T lymphocytes, whereas proteins in M2-EVs potently protected the tight junction structure and barrier integrity of epithelial cells from disruption. Intravenous administration of M2-EVs in colitis mice led to their accumulation in the colon, alleviation of colonic inflammation, promotion of M2 macrophage polarization, and improvement of gut barrier functions. Protein cargos in M2-EVs played a key role in their protective function in colitis. CONCLUSION This study has yielded a comprehensive unbiased dataset of protein cargos in macrophage-derived EVs, provided a systemic view of their potential functions, and highlighted the important engagement of protein cargos in the pathophysiological functions of these EVs.
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Affiliation(s)
- Baolong Liu
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 230 Filley Hall, Lincoln, NE, 68583, USA
| | - Phuong Linh Nguyen
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 230 Filley Hall, Lincoln, NE, 68583, USA
| | - Han Yu
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 230 Filley Hall, Lincoln, NE, 68583, USA
| | - Xingzhi Li
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 230 Filley Hall, Lincoln, NE, 68583, USA
| | - Huiren Wang
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 230 Filley Hall, Lincoln, NE, 68583, USA
| | - Jeffrey Price
- Department of Food Science and Technology, University of Nebraska-Lincoln, 260 Food Innovation Center, Lincoln, NE, 68588, USA
- Nebraska Food for Health Center, University of Nebraska-Lincoln, 115 Food Innovation Center, Lincoln, NE, 68588, USA
| | - Meng Niu
- Department of Genetics, Cell Biology and Anatomy, Bioinformatics and Systems Biology Core, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Chittibabu Guda
- Department of Genetics, Cell Biology and Anatomy, Bioinformatics and Systems Biology Core, University of Nebraska Medical Center, Omaha, NE, 68198, USA
| | - Xiao Cheng
- Department of Biochemistry, University of Nebraska-Lincoln, N158 Beadle Center, Lincoln, NE, 68588-0665, USA
| | - Xinghui Sun
- Department of Biochemistry, University of Nebraska-Lincoln, N158 Beadle Center, Lincoln, NE, 68588-0665, USA
| | - Regis Moreau
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 316E Ruth Leverton Hall, Lincoln, NE, 68583, USA
| | - Amanda Ramer-Tait
- Department of Food Science and Technology, University of Nebraska-Lincoln, 260 Food Innovation Center, Lincoln, NE, 68588, USA
- Nebraska Food for Health Center, University of Nebraska-Lincoln, 115 Food Innovation Center, Lincoln, NE, 68588, USA
| | - Michael J Naldrett
- Proteomics and Metabolomics Facility, Nebraska Center for Biotechnology, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Sophie Alvarez
- Proteomics and Metabolomics Facility, Nebraska Center for Biotechnology, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Jiujiu Yu
- Department of Nutrition and Health Sciences, University of Nebraska-Lincoln, 230 Filley Hall, Lincoln, NE, 68583, USA.
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11
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Bao LQ, Baecker D, Mai Dung DT, Phuong Nhung N, Thi Thuan N, Nguyen PL, Phuong Dung PT, Huong TTL, Rasulev B, Casanola-Martin GM, Nam NH, Pham-The H. Development of Activity Rules and Chemical Fragment Design for In Silico Discovery of AChE and BACE1 Dual Inhibitors against Alzheimer's Disease. Molecules 2023; 28:molecules28083588. [PMID: 37110831 PMCID: PMC10142303 DOI: 10.3390/molecules28083588] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 04/15/2023] [Accepted: 04/18/2023] [Indexed: 04/29/2023] Open
Abstract
Multi-target drug development has become an attractive strategy in the discovery of drugs to treat of Alzheimer's disease (AzD). In this study, for the first time, a rule-based machine learning (ML) approach with classification trees (CT) was applied for the rational design of novel dual-target acetylcholinesterase (AChE) and β-site amyloid-protein precursor cleaving enzyme 1 (BACE1) inhibitors. Updated data from 3524 compounds with AChE and BACE1 measurements were curated from the ChEMBL database. The best global accuracies of training/external validation for AChE and BACE1 were 0.85/0.80 and 0.83/0.81, respectively. The rules were then applied to screen dual inhibitors from the original databases. Based on the best rules obtained from each classification tree, a set of potential AChE and BACE1 inhibitors were identified, and active fragments were extracted using Murcko-type decomposition analysis. More than 250 novel inhibitors were designed in silico based on active fragments and predicted AChE and BACE1 inhibitory activity using consensus QSAR models and docking validations. The rule-based and ML approach applied in this study may be useful for the in silico design and screening of new AChE and BACE1 dual inhibitors against AzD.
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Affiliation(s)
- Le-Quang Bao
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Daniel Baecker
- Department of Pharmaceutical and Medicinal Chemistry, Institute of Pharmacy, University of Greifswald, Friedrich-Ludwig-Jahn-Straße 17, 17489 Greifswald, Germany
| | - Do Thi Mai Dung
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Nguyen Phuong Nhung
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Nguyen Thi Thuan
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Phuong Linh Nguyen
- College of Computing & Informatics, Drexel University, 3141 Chestnut St., Philadelphia, PA 19104, USA
| | - Phan Thi Phuong Dung
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Tran Thi Lan Huong
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Bakhtiyor Rasulev
- Department of Coatings and Polymeric Materials, North Dakota State University, Fargo, ND 58102, USA
| | | | - Nguyen-Hai Nam
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
| | - Hai Pham-The
- Department of Pharmaceutical Chemistry, Hanoi University of Pharmacy, 13-15 Le Thanh Tong, Hoan Kiem, Hanoi 10000, Vietnam
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Bui BP, Nguyen PL, Do HTT, Cho J. Corrigendum to' Anxiolytic effect of Korean Red Ginseng through upregulation of serotonin and GABA transmission and BDNF expression in immobilized mice' [Journal of Ginseng Research Volume 46, Issue 6, November 2022, Pages 819-829]. J Ginseng Res 2023; 47:166. [PMID: 36644391 PMCID: PMC9834014 DOI: 10.1016/j.jgr.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
[This corrects the article DOI: 10.1016/j.jgr.2022.07.007.].
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Bui BP, Nguyen PL, Lee K, Cho J. Hypoxia-Inducible Factor-1: A Novel Therapeutic Target for the Management of Cancer, Drug Resistance, and Cancer-Related Pain. Cancers (Basel) 2022; 14:cancers14246054. [PMID: 36551540 PMCID: PMC9775408 DOI: 10.3390/cancers14246054] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/06/2022] [Accepted: 12/06/2022] [Indexed: 12/13/2022] Open
Abstract
Hypoxia-inducible factor-1 (HIF-1) is a key transcription factor that regulates the transcription of many genes that are responsible for the adaptation and survival of tumor cells in hypoxic environments. Over the past few decades, tremendous efforts have been made to comprehensively understand the role of HIF-1 in tumor progression. Based on the pivotal roles of HIF-1 in tumor biology, many HIF-1 inhibitors interrupting expression, stabilization, DNA binding properties, or transcriptional activity have been identified as potential therapeutic agents for various cancers, yet none of these inhibitors have yet been successfully translated into clinically available cancer treatments. In this review, we briefly introduce the regulation of the HIF-1 pathway and summarize its roles in tumor cell proliferation, angiogenesis, and metastasis. In addition, we explore the implications of HIF-1 in the development of drug resistance and cancer-related pain: the most commonly encountered obstacles during conventional anticancer therapies. Finally, the current status of HIF-1 inhibitors in clinical trials and their perspectives are highlighted, along with their modes of action. This review provides new insights into novel anticancer drug development targeting HIF-1. HIF-1 inhibitors may be promising combinational therapeutic interventions to improve the efficacy of current cancer treatments and reduce drug resistance and cancer-related pain.
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Bui BP, Nguyen PL, Do HTT, Cho J. Anxiolytic effect of Korean Red Ginseng through upregulation of serotonin and GABA transmission and BDNF expression in immobilized mice. J Ginseng Res 2022; 46:819-829. [PMID: 36312738 PMCID: PMC9597442 DOI: 10.1016/j.jgr.2022.07.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 07/14/2022] [Accepted: 07/26/2022] [Indexed: 01/17/2023] Open
Abstract
Background Anxiolytic properties of Korean Red Ginseng (KRG) have been previously reported. However, the exact mechanism(s) of action remains to be elucidated. The present study investigated the effect of KRG on immobilization-induced anxiety-like behaviors in mice and explored the involvement of the serotonin and GABA systems and BDNF in the anxiolytic action. Methods Mice were orally administered with KRG (200 mg/kg/day) for 4 weeks and immobilized once daily for 2 h. p-Chlorophenylalanine (p-CPA) was intraperitoneally injected on day 22-28, and flumazenil or bicuculline was injected on day 25-28. After behavioral evaluations, brains were dissected for biochemical analyses. Results KRG improved immobilization-induced anxiety-like behaviors in mice, as assessed by the elevated plus maze (EPM) and marble burying tests (MBT). The anxiolytic effect of KRG was comparable to that of fluoxetine, a reference drug clinically used for anxiety disorders. A serotonin synthesis inhibitor, p-CPA, blocked the effect of KRG in the EPM and MBT, indicating the requirement of serotonin synthesis for anxiolytic action. In addition, the anxiolytic effect of KRG was inhibited by bicuculline (a GABAA antagonist) in MBT, implying the involvement of GABA transmission. Western blotting analyses revealed that KRG upregulated the expression of tryptophan hydroxylase and GABAA receptor in the brain, which was blocked by p-CPA. Enhanced BDNF expression by KRG in the hippocampus was also indicated to mediate the anxiolytic action of KRG in immobilized mice. Conclusion KRG exhibited the anxiolytic effect in immobilized mice by multiple mechanisms of action, involving enhanced serotonin and GABA transmissions and BDNF expression.
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Affiliation(s)
| | | | | | - Jungsook Cho
- Corresponding author. College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, 32 Dongguk-ro, Ilsandong-gu, Goyang, Gyeonggi, 10326, Republic of Korea.
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15
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Schachter J, Ajayi AA, Nguyen PL. The moderating and mediating roles of mindfulness and rumination on COVID-19 stress and depression: A longitudinal study of young adults. J Couns Psychol 2022; 69:732-744. [PMID: 35737540 DOI: 10.1037/cou0000626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The COVID-19 pandemic has not only accounted for a substantial number of deaths in the United States but also deleterious mental health outcomes. We integrated multiple lines of previous research to better understand psychological strengths and difficulties in the face of the pandemic by testing a moderated mediation model that posited that rumination mediates the relationship between COVID-related stress and depression, and mindfulness moderates the relationship between COVID-related stress and rumination. The participants were 196 young adults (79.6% female, 53.1% persons of color), who ranged in age between 18 and 33 years (M = 21.21; SD = 3.62). The participants completed measures of COVID-19 stress, rumination, mindfulness, and depressive symptoms at four time points spanning 1 month. Cross-sectional moderated mediation analysis of the data showed that COVID-related stress predicted rumination, which in turn, predicted depressive symptoms. In addition, mindfulness buffered the relationship between COVID-related stress and rumination. Later, we ran exploratory analyses to examine the robustness of the main models at each wave, linear mixed-effects models to investigate change over time, and conducted a cross-lagged model to test for directional effects. Notably, the longitudinal findings suggested that COVID-related stress and rumination tended to decrease over time and mindfulness remained temporally stable. Additionally, increases in rumination predicted increases in depression. Some longitudinal findings did not consistently congrue with cross-sectional results. Overall, the findings highlight the diverse ways in which individuals cope with stress and the promise of mindfulness as a protective factor against the negative effects of pandemic-related stressors. (PsycInfo Database Record (c) 2022 APA, all rights reserved).
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Nguyen NM, Duong MTH, Nguyen PL, Bui BP, Ahn HC, Cho J. Efonidipine Inhibits JNK and NF-κB Pathway to Attenuate Inflammation and Cell Migration Induced by Lipopolysaccharide in Microglial Cells. Biomol Ther (Seoul) 2022; 30:455-464. [PMID: 35993250 PMCID: PMC9424335 DOI: 10.4062/biomolther.2022.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 06/15/2022] [Accepted: 06/20/2022] [Indexed: 11/12/2022] Open
Abstract
Efonidipine, a calcium channel blocker, is widely used for the treatment of hypertension and cardiovascular diseases. In our preliminary study using structure-based virtual screening, efonidipine was identified as a potential inhibitor of c-Jun N-terminal kinase 3 (JNK3). Although its antihypertensive effect is widely known, the role of efonidipine in the central nervous system has remained elusive. The present study investigated the effects of efonidipine on the inflammation and cell migration induced by lipopolysaccharide (LPS) using murine BV2 and human HMC3 microglial cell lines and elucidated signaling molecules mediating its effects. We found that the phosphorylations of JNK and its downstream molecule c-Jun in LPS-treated BV2 cells were declined by efonidipine, confirming the finding from virtual screening. In addition, efonidipine inhibited the LPS-induced production of pro-inflammatory factors, including interleukin-1β (IL-1β) and nitric oxide. Similarly, the IL-1β production in LPS-treated HMC3 cells was also inhibited by efonidipine. Efonidipine markedly impeded cell migration stimulated by LPS in both cells. Furthermore, it inhibited the phosphorylation of inhibitor kappa B, thereby suppressing nuclear translocation of nuclear factor-κB (NF-κB) in LPS-treated BV2 cells. Taken together, efonidipine exerts anti-inflammatory and anti-migratory effects in LPS-treated microglial cells through inhibition of the JNK/NF-κB pathway. These findings imply that efonidipine may be a potential candidate for drug repositioning, with beneficial impacts on brain disorders associated with neuroinflammation.
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Affiliation(s)
- Ngoc Minh Nguyen
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Goyang 10326, Republic of Korea
| | - Men Thi Hoai Duong
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Goyang 10326, Republic of Korea
| | - Phuong Linh Nguyen
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Goyang 10326, Republic of Korea
| | - Bich Phuong Bui
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Goyang 10326, Republic of Korea
| | - Hee-Chul Ahn
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Goyang 10326, Republic of Korea
| | - Jungsook Cho
- College of Pharmacy and Integrated Research Institute for Drug Development, Dongguk University-Seoul, Goyang 10326, Republic of Korea
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Nguyen PL, Elkamhawy A, Choi YH, Lee CH, Lee K, Cho J. Suppression of Tumor Growth and Cell Migration by Indole-Based Benzenesulfonamides and Their Synergistic Effects in Combination with Doxorubicin. Int J Mol Sci 2022; 23:ijms23179903. [PMID: 36077298 PMCID: PMC9456432 DOI: 10.3390/ijms23179903] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 08/26/2022] [Accepted: 08/29/2022] [Indexed: 11/25/2022] Open
Abstract
Pharmacological inhibition of the enzyme activity targeting carbonic anhydrases (CAs) demonstrated antiglaucoma and anticancer effects through pH control. Recently, we reported a series of indole-based benzenesulfonamides as potent CA inhibitors. The present study aimed to evaluate the antitumor effects of these compounds against various cancer cell lines, including breast cancer (MDA-MB-231, MCF-7, and SK-BR-3), lung cancer (A549), and pancreatic cancer (Panc1) cells. Overall, more potent cytotoxicity was observed on MCF-7 and SK-BR-3 cells than on lung or pancreatic cancer cells. Among the 15 compounds tested, A6 and A15 exhibited potent cytotoxic and antimigratory activities against MCF-7 and SK-BR-3 cells in the CoCl2-induced hypoxic condition. While A6 and A15 markedly reduced the viability of control siRNA-treated cells, these compounds could not significantly reduce the viability of CA IX-knockdown cells, suggesting the role of CA IX in their anticancer activities. To assess whether these compounds exerted synergism with a conventional anticancer drug doxorubicin (DOX), the cytotoxic effects of A6 or A15 combined with DOX were analyzed using Chou−Talalay and Bliss independence methods. Our data revealed that both A6 and A15 significantly enhanced the anticancer activity of DOX. Among the tested pairs, the combination of DOX with A15 showed the strongest synergism on SK-BR-3 cells. Moreover, this combination further attenuated cell migration compared to the respective drug. Collectively, our results demonstrated that A6 and A15 suppressed tumor growth and cell migration of MCF-7 and SK-BR-3 cells through inhibition of CA IX, and the combination of these compounds with DOX exhibited synergistic cytotoxic effects on these breast cancer cells. Therefore, A6 and A15 may serve as potential anticancer agents alone or in combination with DOX against breast cancer.
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Affiliation(s)
| | - Ahmed Elkamhawy
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea
- Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Mansoura University, Mansoura 35516, Egypt
| | - Young Hee Choi
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea
| | - Chang Hoon Lee
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea
| | - Kyeong Lee
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea
- Correspondence: (K.L.); (J.C.)
| | - Jungsook Cho
- College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea
- Correspondence: (K.L.); (J.C.)
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Vu BD, Phan TPD, Tran TV, Nguyen PL, Phan DC. An Improved Procedure for the Synthesis of Amantadine Hydrochloride. ORG PREP PROCED INT 2022. [DOI: 10.1080/00304948.2022.2027202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
| | | | - Thi Van Tran
- School of Chemical Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam
| | - Phuong Linh Nguyen
- School of Pharmacy, University of Birmingham, Birmingham, United Kingdom
| | - Dinh Chau Phan
- School of Chemical Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam
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Nguyen PL, Lee CH, Lee H, Cho J. Induction of Paraptotic Cell Death in Breast Cancer Cells by a Novel Pyrazolo[3,4-h]quinoline Derivative through ROS Production and Endoplasmic Reticulum Stress. Antioxidants (Basel) 2022; 11:antiox11010117. [PMID: 35052621 PMCID: PMC8773266 DOI: 10.3390/antiox11010117] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/30/2021] [Accepted: 01/01/2022] [Indexed: 12/16/2022] Open
Abstract
Chemotherapy has been a standard intervention for a variety of cancers to impede tumor growth, mainly by inducing apoptosis. However, development of resistance to this regimen has led to a growing interest and demand for drugs targeting alternative cell death modes, such as paraptosis. Here, we designed and synthesized a novel derivative of a pyrazolo[3,4-h]quinoline scaffold (YRL1091), evaluated its cytotoxic effect, and elucidated the underlying molecular mechanisms of cell death in MDA-MB-231 and MCF-7 breast cancer (BC) cells. We found that YRL1091 induced cytotoxicity in these cells with numerous cytoplasmic vacuoles, one of the distinct characteristics of paraptosis. YRL1091-treated BC cells displayed several other distinguishing features of paraptosis, excluding autophagy or apoptosis. Briefly, YRL1091-induced cell death was associated with upregulation of microtubule-associated protein 1 light chain 3B, downregulation of multifunctional adapter protein Alix, and activation of extracellular signal-regulated kinase 1/2 and c-Jun N-terminal kinase. Furthermore, the production of reactive oxygen species (ROS) and newly synthesized proteins were also observed, subsequently causing ubiquitinated protein accumulation and endoplasmic reticulum (ER) stress. Collectively, these results indicate that YRL1091 induces paraptosis in BC cells through ROS generation and ER stress. Therefore, YRL1091 can serve as a potential candidate for the development of a novel anticancer drug triggering paraptosis, which may provide benefit for the treatment of cancers resistant to conventional chemotherapy.
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Affiliation(s)
- Phuong Linh Nguyen
- Integrated Research Institute for Drug Development, College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea; (P.L.N.); (C.H.L.)
| | - Chang Hoon Lee
- Integrated Research Institute for Drug Development, College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea; (P.L.N.); (C.H.L.)
| | - Heesoon Lee
- College of Pharmacy, Chungbuk National University, Cheongju 28160, Korea;
| | - Jungsook Cho
- Integrated Research Institute for Drug Development, College of Pharmacy, Dongguk University-Seoul, Goyang 10326, Korea; (P.L.N.); (C.H.L.)
- Correspondence:
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20
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Sim S, Lee S, Ko S, Phuong Bui B, Linh Nguyen P, Cho J, Lee K, Kang JS, Jung JK, Lee H. Design, synthesis, and biological evaluation of potent 1,2,3,4-tetrahydroisoquinoline derivatives as anticancer agents targeting NF-κB signaling pathway. Bioorg Med Chem 2021; 46:116371. [PMID: 34500188 DOI: 10.1016/j.bmc.2021.116371] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Revised: 08/09/2021] [Accepted: 08/11/2021] [Indexed: 12/20/2022]
Abstract
The multifunctional transcription factor, nuclear factor-κB (NF-κB), is broadly involved in multiple human diseases, such as cancer and chronic inflammation, through abnormal modulations of the NF-κB signaling cascades. In patients with several types of cancer diseases, NF-κB is excessively activated, which could result in the stimulation of proliferation and/or suppression of apoptosis. Herein, we present a new series of 1,2,3,4-tetrahydroisoquinoline derivatives with good anticancer activities against various human cancer cell lines, which are rationally designed based on our novel NF-κB inhibitors. The SAR studies demonstrated that compound 5d with a methoxy group at the R3 position exhibits the most anti-proliferative activity with GI50 values, ranging 1.591 to 2.281 μM. Similar to KL-1156, the compound 5d (HSR1304) blocked NF-κB nuclear translocation step in LPS-stimulated MDA-MB-231 cells, probably leading to cytotoxic potency against tumor cells. Together with known potent NF-κB inhibitors containing diverse core heterocyclic moieties, the 1,2,3,4-tetrahydroisoquinoline derivatives can provide structural diversity, enhancing a potential for the development of a novel class of anticancer drugs.
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Affiliation(s)
- Seongrak Sim
- College of Pharmacy, Chungbuk National University, Chungbuk 28160, Republic of Korea
| | - Sumi Lee
- College of Pharmacy, Chungbuk National University, Chungbuk 28160, Republic of Korea
| | - Seungyun Ko
- College of Pharmacy, Chungbuk National University, Chungbuk 28160, Republic of Korea
| | - Bich Phuong Bui
- College of Pharmacy, Dongguk University-Seoul, Gyeonggi 10326, Republic of Korea
| | - Phuong Linh Nguyen
- College of Pharmacy, Dongguk University-Seoul, Gyeonggi 10326, Republic of Korea
| | - Jungsook Cho
- College of Pharmacy, Dongguk University-Seoul, Gyeonggi 10326, Republic of Korea
| | - Kiho Lee
- College of Pharmacy, Korea University, Sejong 30019, Republic of Korea
| | - Jong-Soon Kang
- Korea Research institute of Bioscience and Biotechnology, Chungbuk 28116, Republic of Korea
| | - Jae-Kyung Jung
- College of Pharmacy, Chungbuk National University, Chungbuk 28160, Republic of Korea
| | - Heesoon Lee
- College of Pharmacy, Chungbuk National University, Chungbuk 28160, Republic of Korea.
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21
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Nguyen PL, Bui BP, Duong MTH, Lee K, Ahn HC, Cho J. Suppression of LPS-Induced Inflammation and Cell Migration by Azelastine through Inhibition of JNK/NF-κB Pathway in BV2 Microglial Cells. Int J Mol Sci 2021; 22:ijms22169061. [PMID: 34445767 PMCID: PMC8396433 DOI: 10.3390/ijms22169061] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Revised: 08/19/2021] [Accepted: 08/20/2021] [Indexed: 02/06/2023] Open
Abstract
The c-Jun N-terminal kinases (JNKs) are implicated in many neuropathological conditions, including neurodegenerative diseases. To explore potential JNK3 inhibitors from the U.S. Food and Drug Administration-approved drug library, we performed structure-based virtual screening and identified azelastine (Aze) as one of the candidates. NMR spectroscopy indicated its direct binding to the ATP-binding site of JNK3, validating our observations. Although the antihistamine effect of Aze is well documented, the involvement of the JNK pathway in its action remains to be elucidated. This study investigated the effects of Aze on lipopolysaccharide (LPS)-induced JNK phosphorylation, pro-inflammatory mediators, and cell migration in BV2 microglial cells. Aze was found to inhibit the LPS-induced phosphorylation of JNK and c-Jun. It also inhibited the LPS-induced production of pro-inflammatory mediators, including interleukin-6, tumor necrosis factor-α, and nitric oxide. Wound healing and transwell migration assays indicated that Aze attenuated LPS-induced BV2 cell migration. Furthermore, Aze inhibited LPS-induced IκB phosphorylation, thereby suppressing nuclear translocation of NF-κB. Collectively, our data demonstrate that Aze exerts anti-inflammatory and anti-migratory effects through inhibition of the JNK/NF-κB pathway in BV2 cells. Based on our findings, Aze may be a potential candidate for drug repurposing to mitigate neuroinflammation in various neurodegenerative disorders, including Alzheimer’s and Parkinson’s diseases.
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22
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Van Tu P, Ngoc TU, Nguyen PL, Thuong NH, Van Tuan N, Van Hung N, Nga VT, Van Quan T, Lam LT, Chu DT. The impact of sexual harassment on obesity in female adolescents: An update and perspective to control. Diabetes Metab Syndr 2020; 14:1931-1939. [PMID: 33038851 DOI: 10.1016/j.dsx.2020.09.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Revised: 09/28/2020] [Accepted: 09/30/2020] [Indexed: 12/29/2022]
Abstract
BACKGROUND AND AIMS Sexual victimization, happened during childhood and beyond, is known to be a substantial contributing factor for obesity development later in life. This work aims to bring about updated information on the relationship between sexual harassment and obesity. METHODS Based on an intensive scientific literature review in Google Scholar, Pubmed databases, the total of 106 studies (N = 141,199) were assessed including 52 studies on the connection between negative lifetime impacts and obesity, 11 studies on post-traumatic stress disorder (PTSD) symptoms with proposed biological mechanisms related to obesity, 15 studies on the relationship between major depressive disorder (MDD) symptoms and obesity, 11 studies on the body dismorphic disorder (BDD) and 17 studies on the binge eating disorder (BED) were also examined to evaluate the association of obesity and traumatic life experiences. RESULTS Although 40-70% of all cases related to obesity have been considered to be hereditary, many experts argue that deviations in the environment contribute to excessive food intake and depressed physical activity in numerous Western countries. Several studies have identified that childhood sexual abuse (CSA) may be nearly as common as obesity. However, just a few researchers have taken notice of the possible connection between these two. CONCLUSIONS By mentioning some possible obesity-related psychological disorders in response to CSA, we present updated information on the relationship between sexual harassment and obesity.
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Affiliation(s)
- Pham Van Tu
- Faculty of Social Work, Hanoi National University of Education, Hanoi, Viet Nam
| | - Tran Uyen Ngoc
- Department of Animal Sciences, Wageningen University & Research, Wageningen, Netherlands
| | | | - Nguyen Hiep Thuong
- Faculty of Social Work, Hanoi National University of Education, Hanoi, Viet Nam
| | | | - Nguyen Van Hung
- National Center for Special Education, the Vietnam National Institute of Educational Sciences, Hanoi, Viet Nam
| | - Vu Thi Nga
- Institute for Research and Development, Duy Tan University, Danang, Viet Nam
| | | | - Le Thi Lam
- University of Science and Education - the University of Da Nang, Viet Nam
| | - Dinh-Toi Chu
- Faculty of Biology, Hanoi National University of Education, Hanoi, Viet Nam.
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Abstract
Obligate symbiosis evolved from free-living individuals most likely via the intermediate stage of facultative symbiosis. However, why should facultative symbionts, who can live independently but also benefit from their partners if these are available, give up this best of both worlds? Using the adaptive dynamics approach, we analyse a simple model, focusing on one partner of the symbiosis, to gain more insight into the selective forces that make individuals forgo the ability to reproduce in the free-living state. Our results suggest that, similar to the parasitism-mutualism continuum, the free-living way of life and obligate symbiosis are two extremes of a continuum of the ability to reproduce independently of a partner. More importantly, facultative symbiosis should be the rule as for many parameter combinations completely giving up independent reproduction or adopting a pure free-living strategy is not so easy. We also show that if host encounter comes at a cost, individuals that put more effort into increasing the chances to meet with their partners are more likely to give up the ability to reproduce independently. Finally, our model does not specify the ecological interactions between hosts and symbionts but we discuss briefly how the ecological nature of an interaction can influence the transition from facultative to obligate symbiosis.
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Affiliation(s)
| | - Minus van Baalen
- Institut de Biologie de l’École Normale Supérieur, Paris, France
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24
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Kensler KH, Pernar CH, Mahal BA, Nguyen PL, Trinh QD, Kibel AS, Rebbeck TR. PSA Testing and Prostate Cancer Incidence Following the 2012 Update to the U.S. Preventive Services Task Force Prostate Cancer Screening Recommendation: Implications for Racial/Ethnic Disparities. Cancer Epidemiol Biomarkers Prev 2020. [DOI: 10.1158/1055-9965.epi-20-0066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Abstract
The 2012 U.S. Preventive Services Task Force (USPSTF) recommendation against prostate specific antigen (PSA) testing led to a decrease in prostate cancer screening, but its impact on prostate cancer racial/ethnic disparities remains unclear. Methods: The proportion of men ages 40–74 years who received a routine PSA test in the past year was estimated over time in the Behavioral Risk Factor Surveillance System (BRFSS; 2012–2018) and the National Health Interview Survey (NHIS; 2005–2018). Screening trends by race/ethnicity were evaluated using logistic regression models to estimate odds ratios (ORs) of screening adjusting for socioeconomic and healthcare-related factors. Prostate cancer incidence rates and rate ratios (IRRs) by race/ethnicity were estimated in the Surveillance, Epidemiology and End Results (SEER) registry data over time (2004–2016). Results: In the 2012 BRFSS, PSA testing rates were highest among non-Hispanic white (NHW) men (32.3%), followed by non-Hispanic black (NHB; 30.3%), Hispanic (21.8%), and Asian/Pacific Islander men (17.7%). The absolute screening frequency declined by 9.5% overall from 2012 to 2018, with a greater decline among NHB (11.6%) than NHW men (9.3%). Adjusting for socioeconomic and healthcare-related factors, the relative decline was greater among NHB (OR per year = 0.86, 95% CI 0.84–0.88) than NHW men (OR = 0.89, 95% CI 0.89–0.90; p-het. = 0.005), driven by a steeper drop among NHB men ages 40–54. In the NHIS, the 2012 update was associated with a 35% decrease in the odds of screening (OR = 0.65, 95% CI 0.51–0.82), though there was no annual change since 2012 (OR = 1.00, 95% CI 0.98–1.03). Trends in the NHIS did not differ by race/ethnicity. The NHB:NHW IRR for total prostate cancer increased from 1.73 in 2011 to 1.87 in 2012 and has remained elevated, driven by differences in the incidence of localized tumors. Disparity IRRs have been consistent since 2012 for other racial/ethnic populations. Conclusions: Although the frequency of prostate cancer screening varies by race/ethnicity, the impact of the 2012 USPSTF recommendation against PSA testing on screening trends did not robustly differ by race/ethnicity. Following 2012, there was a modest increase in the disparity for localized prostate cancer incidence between NHB and NHW men.
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25
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Sihler S, Nguyen PL, Lindén M, Ziener U. Green Chemistry in Red Emulsion: Interface of Dye Stabilized Emulsions as a Powerful Platform for the Formation of sub-20-nm SiO 2 Nanoparticles. ACS Appl Mater Interfaces 2018; 10:24310-24319. [PMID: 29944825 DOI: 10.1021/acsami.8b07303] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Dye stabilized nanoemulsions offer the unique possibility of creating both silica capsules and sub-20-nm particles with precise control of particle size and narrow dispersity from the same system by the choice of the proper dye. The large o/w interface enhances the kinetics of particle formation significantly over macroscopic interfaces which enables the synthesis of silica nanoparticles without any catalyst or elevated temperatures under static conditions. This is in contrast to syntheses for sub-20-nm silica nanoparticles described until now which can normally not be conducted at neutral pH and/or room temperature without stirring. Furthermore, the synthesis can be run without any additional organic solvent and the dyes can be easily removed from the dispersion which opens the pathway to silica dispersions containing only particles, traces of ethanol and water at neutral pH without centrifugation, washing, or redispersion in accordance with the idea of "green chemistry".
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Affiliation(s)
- Susanne Sihler
- Institute of Organic Chemistry III-Macromolecular Chemistry and Organic Materials , University of Ulm , Albert-Einstein-Allee 11 , 89081 Ulm , Germany
| | - Phuong Linh Nguyen
- Institute of Organic Chemistry III-Macromolecular Chemistry and Organic Materials , University of Ulm , Albert-Einstein-Allee 11 , 89081 Ulm , Germany
| | - Mika Lindén
- Inorganic Chemistry II , University of Ulm , Albert-Einstein-Allee 11 , 89081 Ulm , Germany
| | - Ulrich Ziener
- Institute of Organic Chemistry III-Macromolecular Chemistry and Organic Materials , University of Ulm , Albert-Einstein-Allee 11 , 89081 Ulm , Germany
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26
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Guthier CV, D'Amico AV, King MT, Nguyen PL, Orio PF, Sridhar S, Makrigiorgos GM, Cormack RA. Determining optimal eluter design by modeling physical dose enhancement in brachytherapy. Med Phys 2018; 45:3916-3925. [PMID: 29905964 DOI: 10.1002/mp.13051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2017] [Revised: 05/30/2018] [Accepted: 06/06/2018] [Indexed: 11/05/2022] Open
Abstract
PURPOSE In situ drug release concurrent with radiation therapy has been proposed to enhance the therapeutic ratio of permanent prostate brachytherapy. Both brachytherapy sources and brachytherapy spacers have been proposed as potential eluters to release compounds, such as nanoparticles or chemotherapeutic agents. The relative effectiveness of the approaches has not been compared yet. This work models the physical dose enhancement of implantable eluters in conjunction with brachytherapy to determine which delivery mechanism provides greatest opportunity to enhance the therapeutic ratio. MATERIALS AND METHODS The combined effect of implanted eluters and radioactive sources were modeled in a manner that allowed the comparison of the relative effectiveness of different types of implantable eluters over a range of parameters. Prostate geometry, source, and spacer positions were extracted from treatment plans used for 125 I permanent prostate implants. Compound concentrations were calculated using steady-state solution to the diffusion equation including an elimination term characterized by the diffusion-elimination modulus (ϕb ). Does enhancement was assumed to be dependent on compound concentration up to a saturation concentration (csat ). Equivalent uniform dose (EUD) was used as an objective to determine the optimal configuration of eluters for a range of diffusion-elimination moduli, concentrations, and number of eluters. The compound delivery vehicle that produced the greatest enhanced dose was tallied for points in parameter space mentioned to determine the conditions under whether there are situations where one approach is preferable to the other. RESULTS The enhanced effect of implanted eluters was calculated for prostate volumes from 14 to 45 cm3 , ϕb from 0.01 to 4 mm-1 , csat from 0.05 to 7.5 times the steady-state compound concentration released from the surface of the eluter. The number of used eluters (ne ) was simulated from 10 to 60 eluters. For the region of (csat , Φ)-space that results in a large fraction of the gland being maximally sensitized, compound eluting spacers or sources produce equal increase in EUD. In the majority of the remaining (csat , Φ)-space, eluting spacers result in a greater EUD than sources even where sources often produce greater maximal physical dose enhancement. Placing eluting implants in planned locations throughout the prostate results in even greater enhancement than using only source or spacer locations. CONCLUSIONS Eluting brachytherapy spacers offer an opportunity to increase EUD during the routine brachytherapy process. Incorporating additional needle placements permits compound eluting spacer placement independent of source placement and thereby allowing a further increase in the therapeutic ratio. Additional work is needed to understand the in vivo spatial distribution of compound around eluters, and to incorporate time dependence of both compound release and radiation dose.
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Affiliation(s)
- C V Guthier
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - A V D'Amico
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - M T King
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - P L Nguyen
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - P F Orio
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - S Sridhar
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
- Nanomedicine Science and Technology Center, Northeastern University, Boston, MA, USA
| | - G M Makrigiorgos
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
| | - R A Cormack
- Department of Radiation Oncology, Brigham and Women's Hospital and Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, USA
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Mahal BA, Chen YW, Muralidhar V, Mahal AR, Choueiri TK, Hoffman KE, Hu JC, Sweeney CJ, Yu JB, Feng FY, Kim SP, Beard CJ, Martin NE, Trinh QD, Nguyen PL. Racial disparities in prostate cancer outcome among prostate-specific antigen screening eligible populations in the United States. Ann Oncol 2018; 28:1098-1104. [PMID: 28453693 DOI: 10.1093/annonc/mdx041] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
Background In 2012, the United States Preventive Services Task Force (USPSTF) recommended against prostate-specific antigen (PSA) screening, despite evidence that Black men are at a higher risk of prostate cancer-specific mortality (PCSM). We evaluated whether Black men of potentially screening-eligible age (55-69 years) are at a disproportionally high risk of poor outcomes. Patients and methods The SEER database was used to study 390 259 men diagnosed with prostate cancer in the United States between 2004 and 2011. Multivariable logistic regression modeled the association between Black race and stage of presentation, while Fine-Gray competing risks regression modeled the association between Black race and PCSM, both as a function of screening eligibility (age 55-69 years versus not). Results Black men were more likely to present with metastatic disease (adjusted odds ratio [AOR] 1.65; 1.58-1.72; P < 0.001) and were at a higher risk of PCSM (adjusted hazard ratio [AHR] 1.36; 1.27-1.46; P < 0.001) compared to non-Black men. There were significant interactions between race and PSA-screening eligibility such that Black patients experienced more disproportionate rates of metastatic disease (AOR 1.76; 1.65-1.87 versus 1.55; 1.47-1.65; Pinteraction < 0.001) and PCSM (AHR 1.53; 1.37-1.70 versus 1.25; 1.14-1.37; Pinteraction = 0.01) in the potentially PSA-screening eligible group than in the group not eligible for screening. Conclusions Racial disparities in prostate cancer outcome among Black men are significantly worse in PSA-screening eligible populations. These results raise the possibility that Black men could be disproportionately impacted by recommendations to end PSA screening in the United States and suggest that Black race should be included in the updated USPSTF PSA screening guidelines.
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Affiliation(s)
- B A Mahal
- Harvard Radiation Oncology Program, Boston, USA.,Harvard Medical School, Boston, USA
| | - Y-W Chen
- Harvard Medical School, Boston, USA.,Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, USA
| | - V Muralidhar
- Harvard Medical School, Boston, USA.,Deparment of Internal Medicine, Brigham and Women's Hospital, Boston, USA
| | - A R Mahal
- Department of Therapeutic Radiology/Radiation Oncology, Yale, New Haven, USA
| | - T K Choueiri
- Harvard Medical School, Boston, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, USA
| | - K E Hoffman
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J C Hu
- Department of Urology, Cornell (New York-Presbyterian Hospital), New York, USA
| | - C J Sweeney
- Harvard Medical School, Boston, USA.,Department of Medical Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, USA
| | - J B Yu
- Department of Therapeutic Radiology/Radiation Oncology, Yale, New Haven, USA
| | - F Y Feng
- Department of Radiation Oncology, University of Michigan Health System, Ann Arbor, MI, USA
| | - S P Kim
- Department of Urology, Case Western Reserve University School of Medicine (University Hospitals), Cleveland, USA
| | - C J Beard
- Harvard Medical School, Boston, USA.,Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, USA
| | - N E Martin
- Harvard Medical School, Boston, USA.,Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, USA
| | - Q-D Trinh
- Harvard Medical School, Boston, USA.,Division of Urology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - P L Nguyen
- Harvard Medical School, Boston, USA.,Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Boston, USA
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Nguyen PL, Martin NE, Choeurng V, Palmer-Aronsten B, Kolisnik T, Beard CJ, Orio PF, Nezolosky MD, Chen YW, Shin H, Davicioni E, Feng FY. Utilization of biopsy-based genomic classifier to predict distant metastasis after definitive radiation and short-course ADT for intermediate and high-risk prostate cancer. Prostate Cancer Prostatic Dis 2017; 20:186-192. [PMID: 28117383 PMCID: PMC5435968 DOI: 10.1038/pcan.2016.58] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 09/14/2016] [Accepted: 10/12/2016] [Indexed: 11/22/2022]
Abstract
BACKGROUND We examined the ability of a biopsy-based 22-marker genomic classifier (GC) to predict for distant metastases after radiation and a median of 6 months of androgen deprivation therapy (ADT). METHODS We studied 100 patients with intermediate-risk (55%) and high-risk (45%) prostate cancer who received definitive radiation plus a median of 6 months of ADT (range 3-39 months) from 2001-2013 at a single center and had available biopsy tissue. Six to ten 4 micron sections of the needle biopsy core with the highest Gleason score and percentage of tumor involvement were macrodissected for RNA extraction. GC scores (range, 0.04-0.92) were determined. The primary end point of the study was time to distant metastasis. Median follow-up was 5.1 years. There were 18 metastases during the study period. RESULTS On univariable analysis (UVA), each 0.1 unit increase in GC score was significantly associated with time to distant metastasis (hazard ratio: 1.40 (1.10-1.84), P=0.006) and remained significant after adjusting for clinical variables on multivariable analysis (MVA) (adjusted hazard ratio: 1.36 (1.04-1.83), P=0.024). The c-index for 5-year distant metastasis was 0.45 (95% confidence interval: 0.27-0.64) for Cancer of the Prostate Risk Assessment score, 0.63 (0.40-0.78) for National Comprehensive Cancer Network (NCCN) risk groups, and 0.76 (0.57-0.89) for the GC score. Using pre-specified GC risk categories, the cumulative incidence of metastasis for GC>0.6 reached 20% at 5 years after radiation (P=0.02). CONCLUSIONS We believe this is the first demonstration of the ability of the biopsy-based GC score to predict for distant metastases after definitive radiation and ADT for intermediate- and high-risk prostate cancer. Patients with the highest GC risk (GC>0.6) had high rates of metastasis despite multi-modal therapy suggesting that they could potentially be candidates for treatment intensification and/or enrollment in clinical trials of novel therapy.
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Affiliation(s)
- P L Nguyen
- Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA
| | - N E Martin
- Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA
| | - V Choeurng
- GenomeDx Biosciences, Vancouver, BC, Canada
| | | | - T Kolisnik
- GenomeDx Biosciences, Vancouver, BC, Canada
| | - C J Beard
- Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA
| | - P F Orio
- Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA
| | - M D Nezolosky
- Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA
| | - Y-W Chen
- Department of Radiation Oncology, Dana-Farber/Brigham and Women's Cancer Center and Harvard Medical School, Boston, MA, USA
| | - H Shin
- GenomeDx Biosciences, Vancouver, BC, Canada
| | | | - F Y Feng
- Department of Radiation Oncology, University of California at San Francisco, San Francisco, CA, USA
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Nead KT, Sinha S, Nguyen PL. Androgen deprivation therapy for prostate cancer and dementia risk: a systematic review and meta-analysis. Prostate Cancer Prostatic Dis 2017; 20:259-264. [PMID: 28349979 DOI: 10.1038/pcan.2017.10] [Citation(s) in RCA: 56] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2016] [Revised: 02/10/2017] [Accepted: 02/13/2017] [Indexed: 01/11/2023]
Abstract
BACKGROUND Androgen deprivation therapy (ADT) to treat prostate cancer may be associated with an increased risk of dementia, but existing studies have shown conflicting results. Here we synthesize the literature on the association of ADT for the treatment of prostate cancer with dementia risk. METHODS We conducted a systematic review of articles reporting the outcome of dementia among individuals with prostate cancer in those exposed to ADT versus a lesser-exposed comparison group (for example, ADT versus no-ADT; continuous versus intermittent ADT) using PubMed (1966-present), Web of Science (1945-present), Embase (1966-present) and PsycINFO (1806-present). The search was undertaken on 4 December 2016 by two authors. We meta-analyzed studies reporting an effect estimate and controlling for confounding. Random- or fixed-effects meta-analytic models were used in the presence or absence of heterogeneity per the I2 statistic, respectively. Small study effects were evaluated using Egger and Begg's tests. RESULTS Nine studies were included in the systematic review. Seven studies reported an adjusted effect estimate for dementia risk. A random-effects meta-analysis of studies reporting any dementia outcome, which included 50 541 individuals, showed an increased risk of dementia among ADT users (hazard ratio (HR), 1.47; 95% confidence interval (CI), 1.08-2.00; P=0.02). We separately meta-analyzed studies reporting all-cause dementia (HR, 1.46; 95% CI, 1.05-2.02; P<0.001) and Alzheimer's disease (HR, 1.25; 95% CI, 0.99-1.57; P=0.06). There was no evidence of bias from small study effects (Egger, P=0.19; Begg, P=1.00). CONCLUSION The currently available combined evidence suggests that ADT in the treatment of prostate cancer may be associated with an increased dementia risk. The potential for neurocognitive deficits secondary to ADT should be discussed with patients and evaluated prospectively.
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Affiliation(s)
- K T Nead
- Department of Radiation Oncology, Perelman Center for Advanced Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA
| | - S Sinha
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - P L Nguyen
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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Brivio D, Nguyen PL, Sajo E, Ngwa W, Zygmanski P. A Monte Carlo study of I-125 prostate brachytherapy with gold nanoparticles: dose enhancement with simultaneous rectal dose sparing via radiation shielding. Phys Med Biol 2017; 62:1935-1948. [PMID: 28140338 DOI: 10.1088/1361-6560/aa5bc7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We investigate via Monte Carlo simulations a new 125I brachytherapy treatment technique for high-risk prostate cancer patients via injection of Au nanoparticle (AuNP) directly into the prostate. The purpose of using the nanoparticles is to increase the therapeutic index via two synergistic effects: enhanced energy deposition within the prostate and simultaneous shielding of organs at risk from radiation escaping from the prostate. Both uniform and non-uniform concentrations of AuNP are studied. The latter are modeled considering the possibility of AuNP diffusion after the injection using brachy needles. We study two extreme cases of coaxial AuNP concentrations: centered on brachy needles and centered half-way between them. Assuming uniform distribution of 30 mg g-1 of AuNP within the prostate, we obtain a dose enhancement larger than a factor of 2 to the prostate. Non-uniform concentration of AuNP ranging from 10 mg g-1 and 66 mg g-1 were studied. The higher the concentration in a given region of the prostate the greater is the enhancement therein. We obtain the highest dose enhancement when the brachytherapy needles are coincident with AuNP injection needles but, at the same time, the regions in the tail are colder (average dose ratio of 0.7). The best enhancement uniformity is obtained with the seeds in the tail of the AuNP distribution. In both uniform and non-uniform cases the urethra and rectum receive less than 1/3 dose compared to an analog treatment without AuNP. Remarkably, employing AuNP not only significantly increases dose to the target but also decreases dose to the neighboring rectum and even urethra, which is embedded within the prostate. These are mutually interdependent effects as more enhancement leads to more shielding and vice-versa. Caution must be paid since cold spot or hot spots may be created if the AuNP concentration versus seed position is not properly distributed respect to the seed locations.
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Affiliation(s)
- D Brivio
- Brigham and Women's Hospital, Boston, MA, United States of America. Dana Farber Cancer Institute, Boston, MA, United States of America. Harvard Medical School, Boston, MA, United States of America
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Nguyen PL, Jackson ZJ, Peterson DL. Comparison of fin ray sampling methods on white sturgeon Acipenser transmontanus growth and swimming performance. J Fish Biol 2016; 88:655-667. [PMID: 26707821 DOI: 10.1111/jfb.12866] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2014] [Accepted: 11/05/2015] [Indexed: 06/05/2023]
Abstract
Effects of two fin-ray sampling methods on swimming performance, growth and survival were evaluated for hatchery-reared sub-adult white sturgeon Acipenser transmontanus. Fish were subjected to either a notch removal treatment in which a small section was removed from an anterior marginal pectoral-fin ray, or a full removal treatment in which an entire marginal pectoral-fin ray was removed. Control fish did not have fin rays removed, but they were subjected to a sham operation. A modified 3230 l Brett-type swim tunnel was used to evaluate 10 min critical station-holding speeds (SCSH ) of A. transmontanus, immediately after the fin ray biopsies were obtained with each method. Survival and growth were evaluated over a 6 month period for a separate group of fish subjected to the same biopsy methods. Mean ± S.E. 10 min SCSH were 108·0 ± 2·3, 110·0 ± 2·6 and 115·0 ± 3·5 cm s(-1) for the notch removal group, full removal group and control group, respectively, and were not significantly different among treatments. Behavioural characteristics including tail-beat frequency and time spent hunkering were also not significantly different among treatment groups swimming at the same speeds. There were no mortalities and relative growth was similar among treatment groups. Average biopsy time for the notch removal method was lower and the wounds appeared to heal more quickly compared with the full removal method.
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Affiliation(s)
- P L Nguyen
- Warnell School of Forestry and Natural Resources, University of Georgia, 180 E. Green St, Athens, GA, 30605, U.S.A
| | - Z J Jackson
- U.S. Fish and Wildlife Service, 850 S. Guild Ave, Suite 105, Lodi, CA, 95240, U.S.A
| | - D L Peterson
- Warnell School of Forestry and Natural Resources, University of Georgia, 180 E. Green St, Athens, GA, 30605, U.S.A
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Abdollah F, Sammon JD, Reznor G, Sood A, Schmid M, Klett DE, Sun M, Aizer AA, Choueiri TK, Hu JC, Kim SP, Kibel AS, Nguyen PL, Menon M, Trinh QD. Medical androgen deprivation therapy and increased non-cancer mortality in non-metastatic prostate cancer patients aged ≥66 years. Eur J Surg Oncol 2015. [PMID: 26210655 DOI: 10.1016/j.ejso.2015.06.011] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
PURPOSE To examine the potential relationship between androgen deprivation therapy and other-cause mortality (OCM) in patients with prostate cancer treated with medical primary-androgen deprivation therapy, prostatectomy, or radiation. METHODS A total of 137,524 patients with non-metastatic PCa treated between 1995 and 2009 within the Surveillance Epidemiology and End Results Medicare-linked database were included. Cox-regression analysis tested the association of ADT with OCM. A 40-item comorbidity score was used for adjustment. RESULTS Overall, 9.3% of patients harbored stage III-IV disease, and 57.7% of patients received ADT. The mean duration of ADT exposure was 22.9 months (median: 9.1; IQR: 2.8-31.5). Mean and median follow-up were 66.9, and 60.4 months, respectively. At 10 years, overall-OCM rate was 36.5%; it was 30.6% in patients treated without ADT vs. 40.1% in patients treated with ADT (p < 0.001). In multivariable-analysis, ADT was associated with an increased risk of OCM (Hazard-ratio [HR]: 1.11, 95% Confidence-interval [95% CI]: 1.08-1.13). Patients with no comorbidity (10-year OCM excess risk: 9%) were more subject to harm from ADT than patients with high comorbidity (10-year OCM excess risk: 4.7%). CONCLUSIONS In patients with PCa, treatment with medical ADT may increase the risk of mortality due to causes other than PCa. Whether this is a simple association or a cause-effect relationship is unknown and warrants further study in prospective studies.
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Affiliation(s)
- F Abdollah
- Vattikuti Urology Institute & VUI Center for Outcomes Research Analytics and Evaluation, Henry Ford Health System, Detroit, MI, USA.
| | - J D Sammon
- Vattikuti Urology Institute & VUI Center for Outcomes Research Analytics and Evaluation, Henry Ford Health System, Detroit, MI, USA
| | - G Reznor
- Division of Urologic Surgery and Center for Surgery & Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - A Sood
- Vattikuti Urology Institute & VUI Center for Outcomes Research Analytics and Evaluation, Henry Ford Health System, Detroit, MI, USA
| | - M Schmid
- Division of Urologic Surgery and Center for Surgery & Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Urology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - D E Klett
- Vattikuti Urology Institute & VUI Center for Outcomes Research Analytics and Evaluation, Henry Ford Health System, Detroit, MI, USA
| | - M Sun
- Cancer Prognostics and Health Outcomes Unit, University of Montreal Health Centre, Montreal, Canada
| | - A A Aizer
- Harvard Radiation Oncology Program, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - T K Choueiri
- Department of Medical Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - J C Hu
- Department of Urology, David Geffen School of Medicine at UCLA, Los Angeles, USA
| | - S P Kim
- Department of Urology, Yale University, New Haven, CT, USA
| | - A S Kibel
- Division of Urologic Surgery and Center for Surgery & Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - P L Nguyen
- Department of Radiation Oncology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - M Menon
- Vattikuti Urology Institute & VUI Center for Outcomes Research Analytics and Evaluation, Henry Ford Health System, Detroit, MI, USA
| | - Q-D Trinh
- Division of Urologic Surgery and Center for Surgery & Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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Mahal BA, Chen MH, Bennett CL, Kattan MW, Sartor O, Stein K, D'Amico AV, Nguyen PL. High PSA anxiety and low health literacy skills: drivers of early use of salvage ADT among men with biochemically recurrent prostate cancer after radiotherapy? Ann Oncol 2015; 26:1390-5. [PMID: 25926039 PMCID: PMC4478973 DOI: 10.1093/annonc/mdv185] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Revised: 02/17/2015] [Accepted: 04/10/2015] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Although commonly used, early initiation of salvage androgen deprivation therapy (ADT) has not been proven to enhance survival. We evaluated whether prostate-specific antigen (PSA) anxiety or health literacy are associated with use of early salvage ADT among men with recurrent prostate cancer after radiotherapy. PATIENTS AND METHODS The prospective Comprehensive, Observational, Multicenter, Prostate Adenocarcinoma Registry was used to study 375 men with biochemically recurrent prostate cancer after external beam radiation or brachytherapy. Multivariable logistic regression was used to determine whether PSA anxiety and health literacy are associated with salvage ADT as initial management after biochemical recurrence. RESULTS Sixty-eight men (18.1%) received salvage ADT as initial management for PSA recurrence. Men with high PSA anxiety were twice as likely to receive salvage ADT compared with men who did not have high PSA anxiety on both univariable [28.8% versus 13.1%; odds ratio (OR) 2.15; 95% confidence interval (CI) 1.16-4.00; P = 0.015] and multivariable analysis [adjusted OR (AOR) 2.36; 95% CI 1.21-4.62; P = 0.012]. Furthermore, men who had higher levels of health literacy were nearly half as likely to undergo salvage ADT compared with men who had lower levels of health literacy on univariable analysis (15.2% versus 26.3%; OR 0.50; 95% CI 0.29-0.88; P = 0.016), with a trend toward this association on multivariable analysis (AOR 0.58; 95% CI 0.32-1.05; P = 0.07). CONCLUSIONS Among men with PSA recurrence after radiotherapy, odds of use of salvage ADT were nearly twice as great among men with high PSA anxiety or low health literacy, suggesting that these men are receiving higher rates of unproven treatment. Given that early salvage ADT is costly, worsens quality of life, and has not been shown to improve survival, quality improvement strategies are needed for these individuals.
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Affiliation(s)
| | - M-H Chen
- Department of Statistics, University of Connecticut, Storrs
| | - C L Bennett
- South Carolina College of Pharmacy and the Hollings Cancer Center, Charleston
| | - M W Kattan
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland
| | - O Sartor
- Departments of Medicine and Urology, Tulane University, New Orleans
| | | | - A V D'Amico
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - P L Nguyen
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston, USA
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Lago-Hernandez CA, Feldman H, O'Donnell E, Mahal BA, Perez V, Howard S, Rosenthal M, Cheng SC, Nguyen PL, Beard C, D'Amico AV, Sweeney CJ. A refined risk stratification scheme for clinical stage 1 NSGCT based on evaluation of both embryonal predominance and lymphovascular invasion. Ann Oncol 2015; 26:1396-401. [PMID: 25888612 DOI: 10.1093/annonc/mdv180] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Accepted: 04/07/2015] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Active surveillance is an increasingly accepted approach for managing patients with germ-cell tumors (GCTs) after an orchiectomy. Here we investigate a time-to-relapse stratification scheme for clinical stage 1 (CS1) nonseminoma GCT (NSGCT) patients according to factors associated with relapse and identify a group of patients with a lower frequency and longer time-to-relapse who may require an alternative surveillance strategy. PATIENTS AND METHODS We analyzed 266 CS1 GCT patients from the IRB-approved DFCI GCT database that exclusively underwent surveillance following orchiectomy from 1997 to 2013. We stratified NSGCT patients according to predominance of embryonal carcinoma (EmbP) and lymphovascular invasion (LVI), using a 0, 1, and 2 scoring system. Cox regression and conditional risk analysis were used to compare each NSGCT group to patients in the seminomatous germ-cell tumor (SGCT) category. Median time-to-relapse values were then calculated among those patients who underwent relapse. Relapse-free survival curves were generated using the Kaplan-Meier method. RESULTS Fifty (37%) NSGCT and 20 (15%) SGCT patients relapsed. The median time-to-relapse was 11.5 versus 6.3 months for the SGCT and NSGCT groups, respectively. For NSGCT patients, relapse rates were higher and median time-to-relapse faster with increasing number of risk factors (RFs). Relapse rates (%) and median time-to-relapse (months) were 25%/8.5 months, 41%/6.8 months and 78%/3.8 months for RF0, RF1 and RF2, respectively. We found a statistically significant difference between SGCT and patients with one or two RFs (P < 0.001) but not between SGCT and NSGCT RF0 (P = 0.108). CONCLUSION NSGCT patients grouped by a risk score system based on EmbP and LVI yielded three groups with distinct relapse patterns -and patients with neither EmbP nor LVI appear to behave similar to SGCT.
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Affiliation(s)
- C A Lago-Hernandez
- Harvard Medical School, Boston Department of Medical Oncology-Genitourinary Division, Dana-Farber Cancer Institute, Boston
| | - H Feldman
- Albert Einstein College of Medicine, New York Department of Medical Oncology-Genitourinary Division, Dana-Farber Cancer Institute, Boston
| | - E O'Donnell
- Department of Medical Oncology-Genitourinary Division, Dana-Farber Cancer Institute, Boston
| | - B A Mahal
- Harvard Medical School, Boston Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston
| | - V Perez
- University of Puerto Rico Medical School, San Juan PR
| | - S Howard
- Departments of Imaging, Dana-Farber Cancer Institute, Boston, USA
| | - M Rosenthal
- Departments of Imaging, Dana-Farber Cancer Institute, Boston, USA
| | - S C Cheng
- Biostatistics/Computational Biology, Dana-Farber Cancer Institute, Boston, USA
| | - P L Nguyen
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston
| | - C Beard
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston
| | - A V D'Amico
- Department of Radiation Oncology, Dana-Farber Cancer Institute, Boston
| | - C J Sweeney
- Department of Medical Oncology-Genitourinary Division, Dana-Farber Cancer Institute, Boston
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Mahal BA, Inverso G, Aizer AA, Ziehr DR, Hyatt AS, Choueiri TK, Hoffman KE, Hu JC, Beard CJ, D'Amico AV, Martin NE, Orio PF, Trinh QD, Nguyen PL. Incidence and determinants of 1-month mortality after cancer-directed surgery. Ann Oncol 2014; 26:399-406. [PMID: 25430935 DOI: 10.1093/annonc/mdu534] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Death within 1 month of surgery is considered treatment related and serves as an important health care quality metric. We sought to identify the incidence of and factors associated with 1-month mortality after cancer-directed surgery. PATIENTS AND METHODS We used the Surveillance, Epidemiology and End Results Program to study a cohort of 1 110 236 patients diagnosed from 2004 to 2011 with cancers that are among the 10 most common or most fatal who received cancer-directed surgery. Multivariable logistic regression analyses were used to identify factors associated with 1-month mortality after cancer-directed surgery. RESULTS A total of 53 498 patients (4.8%) died within 1 month of cancer-directed surgery. Patients who were married, insured, or who had a top 50th percentile income or educational status had lower odds of 1-month mortality from cancer-directed surgery {[adjusted odds ratio (AOR) 0.80; 95% confidence interval (CI) 0.79-0.82; P < 0.001], (AOR 0.88; 95% CI 0.82-0.94; P < 0.001), (AOR 0.95; 95% CI 0.93-0.97; P < 0.001), and (AOR 0.98; 95% CI 0.96-0.99; P = 0.043), respectively}. Patients who were non-white minority, male, or older (per year increase), or who had advanced tumor stage 4 disease all had a higher risk of 1-month mortality after cancer-directed surgery, with AORs of 1.13 (95% CI 1.11-1.15), P < 0.001; 1.11 (95% CI 1.08-1.13), P < 0.001; 1.02 (95% 1.02-1.03), P < 0.001; and 1.89 (95% CI 1.82-1.95), P < 0.001 respectively. CONCLUSIONS Unmarried, uninsured, non-white, male, older, less educated, and poorer patients were all at a significantly higher risk for death within 1 month of cancer-directed surgery. Efforts to reduce 1-month surgical mortality and eliminate sociodemographic disparities in this adverse outcome could significantly improve survival among patients with cancer.
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Affiliation(s)
- B A Mahal
- Department of Medical Oncology, Harvard Medical School
| | | | | | - D R Ziehr
- Department of Medical Oncology, Harvard Medical School
| | | | - T K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, Harvard Medical School, Boston
| | - K E Hoffman
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - J C Hu
- Department of Urology, UCLA Medical Center, Los Angeles
| | | | | | | | - P F Orio
- Department of Radiation Oncology
| | - Q-D Trinh
- Division of Urology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
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Damato AL, Bhagwat MS, Buzurovic I, Devlin PM, Friesen S, Hansen JL, Kapur T, Lee LJ, Mehrtash A, Nguyen PL, O' Farrell D, Wang W, Viswanathan AN, Cormack RA. WE-A-17A-03: Catheter Digitization in High-Dose-Rate Brachytherapy with the Assistance of An Electromagnetic (EM) Tracking System. Med Phys 2014. [DOI: 10.1118/1.4889373] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
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Choueiri TK, Je Y, Sonpavde G, Richards CJ, Galsky MD, Nguyen PL, Schutz F, Heng DY, Kaymakcalan MD. Incidence and risk of treatment-related mortality in cancer patients treated with the mammalian target of rapamycin inhibitors. Ann Oncol 2013; 24:2092-7. [PMID: 23658373 DOI: 10.1093/annonc/mdt155] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Inhibition of the mammalian target of rapamycin (mTOR) is an established treatment for multiple malignancies. We carried out an up-to-date meta-analysis to determine the risk of fatal adverse events (FAEs) in cancer patients treated with mTOR inhibitors. PATIENTS AND METHODS PubMed, conferences and clinicaltrials.gov databases were searched for articles reported from January 1966 to June 2012. Eligible studies were limited to approved mTOR inhibitors (everolimus and temsirolimus) and reported on patients with cancer, randomized design and adequate safety profiles. Data extraction was conducted according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement. RESULTS In all, 3193 patients from eight randomized, controlled trials (RCTs) were included, 2236 from everolimus trials and 957 from temsirolimus trials. The relative risk (RR) of FAEs related to mTOR inhibitors use was 2.20 (95% CI, 1.25-3.90; P = 0.006) compared with control patients. On subgroup analysis, no difference in the rate of FAEs was found between everolimus and temsirolimus or between tumor types [renal cell carcinoma (RCC) versus non-RCC]. No evidence of publication bias was observed. CONCLUSION The use of mTOR inhibitors is associated with a small but higher risk of FAEs compared to control patients. In the appropriate clinical scenario, the use of these drugs remains justified in their approved indications.
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Affiliation(s)
- T K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
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Bian SX, Kuban DA, Levy LB, Oh J, Castle KO, Pugh TJ, Choi S, McGuire SE, Nguyen QN, Frank SJ, Nguyen PL, Lee AK, Hoffman KE. Addition of short-term androgen deprivation therapy to dose-escalated radiation therapy improves failure-free survival for select men with intermediate-risk prostate cancer. Ann Oncol 2012; 23:2346-2352. [PMID: 22357249 DOI: 10.1093/annonc/mds001] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Dose-escalated (DE) radiation therapy (RT) and androgen deprivation therapy (ADT) improve prostate cancer outcomes over standard-dose RT. The benefit of adding ADT to DE-RT for men with intermediate-risk prostate cancer (IR-PrCa) is uncertain. PATIENTS AND METHODS We identified 636 men treated for IR-PrCa with DE-RT (>75Gy). The adult comorbidity evaluation-27 index classifed comorbidity. Kaplan-Meier and log-rank tests compared failure-free survival (FFS) with and without ADT. RESULTS Forty-five percent received DE-RT and 55% DE-RT with ADT (median 6 months). On Cox proportional hazard regression that adjusted for comorbidity and tumor characteristics, ADT improved FFS (adjusted hazard ratio 0.36; P = 0.004). Recursive partitioning analysis of men without ADT classified Gleason 4 + 3 = 7 or ≥50% positive cores as unfavorable disease. The addition of ADT to DE-RT improved 5-year FFS for men with unfavorable disease (81.6% versus 92.9%; P = 0.009) but did not improve FFS for men with favorable disease (96.3% versus 97.4%; P = 0.874). When stratified by comorbidity, ADT improved FFS for men with unfavorable disease and no or mild comorbidity (P = 0.006) but did not improve FFS for men with unfavorable disease and moderate or severe comorbidity (P = 0.380). CONCLUSION The addition of ADT to DE-RT improves FFS for men with unfavorable IR-PrCa, especially those with no or minimal comorbidity.
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Affiliation(s)
- S X Bian
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston; Baylor College of Medicine, Houston
| | - D A Kuban
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - L B Levy
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - J Oh
- Department of Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston
| | - K O Castle
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - T J Pugh
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - S Choi
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - S E McGuire
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - Q N Nguyen
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - S J Frank
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - P L Nguyen
- Department of Radiation Oncology, Dana Farber/Brigham and Women's Cancer Center, Harvard Medical School, Boston, USA
| | - A K Lee
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston
| | - K E Hoffman
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston.
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Aldairy Y, Nguyen PL, Jatoi A. Bone pain from granulocyte colony stimulating factor: does clinical trial sponsorship by a pharmaceutical company influence its reporting? Eur J Cancer Care (Engl) 2011; 20:72-6. [PMID: 19708947 PMCID: PMC6014964 DOI: 10.1111/j.1365-2354.2009.01136.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
It is alleged that pharmaceutical companies sometimes unfairly present clinical trial results. To our knowledge, studies have not explored whether such alleged unfair reporting also occurs in the testing of palliative care agents in cancer patients, a particularly vulnerable group. Therefore, a systematic search was conducted to retrieve all published, prospective clinical trials that used granulocyte colony stimulating factor starting in 2003. Because granulocyte colony stimulating factor can cause severe bone pain - a concerning but historically under-reported symptom in cancer patients - this symptom was assessed to determine whether differences in reporting occurred based on pharmaceutical company-sponsorship. A total of 239 published clinical trials met the present study's eligibility criteria and were retrievable. Within this entire group of studies, 65 (27%) were pharmaceutical company-sponsored, and only 31 (13%) reported on bone pain. However, pharmaceutical company-sponsored trials reported on bone pain at a higher rate compared with other studies: 23% versus 9% (P= 0.005), and this conclusion did not change after adjusting for dose, use of the slow release formulation and year of publication. The reporting of adverse events from cancer symptom control and palliative care interventions should be improved - especially in trials not sponsored by pharmaceutical companies.
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Affiliation(s)
- Y Aldairy
- Division of Hematopathology, Mayo Clinic, Rochester, MN 55905, USA
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Schutz FAB, Je Y, Azzi GR, Nguyen PL, Choueiri TK. Bevacizumab increases the risk of arterial ischemia: a large study in cancer patients with a focus on different subgroup outcomes. Ann Oncol 2010; 22:1404-1412. [PMID: 21115602 DOI: 10.1093/annonc/mdq587] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Bevacizumab, a humanized monoclonal antibody targeting the vascular endothelial growth factor, is a therapeutic agent used in a variety of neoplasms. We did a meta-analysis of randomized controlled trials to fully characterize the arterial thromboembolic events (ATEs) risk with bevacizumab in certain patients' subgroups. MATERIALS AND METHODS We carried out a literature search on Medline for randomized trial reported from January 1966 to December 2009. Abstracts presented at the American Society of Clinical Oncology held between 2004 and 2009 were also searched for relevant clinical trials. Summary incidence, relative risks (RRs) and 95% confidence intervals (CIs) were calculated using random-effects or fixed-effects models based on the heterogeneity of included studies. RESULTS A total of 13,026 patients from 20 randomized trials were included in the meta-analysis. Overall RR for ATE with bevacizumab-based therapy versus controls was 1.46 (95% CI 1.11-1.93, P = 0.007). On subgroup analysis, no significant risk differences were found based on the type of malignancy, type of clinical trial (phase II or III trials), type of publication (full papers versus presentations), high- versus low-dose bevacizumab and early versus advanced disease trials. When stratified by concomitant therapies, we found that gemcitabine-based regimens had a significant lower ATE risk compared with non-gemcitabine regimens (P = 0.01). CONCLUSIONS Bevacizumab treatment is associated with a significant increase in the risk of arterial thrombosis. Our results seem to be generalizable to the vast majority of patients receiving bevacizumab in multiple settings.
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Affiliation(s)
- F A B Schutz
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School
| | - Y Je
- Department of Nutrition, Harvard School of Public Health, Boston, USA
| | - G R Azzi
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School
| | - P L Nguyen
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School
| | - T K Choueiri
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School.
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McKenna DH, Rupp C, Wagner J, McGlennen R, Hirsch B, Dolan M, Burger S, Hanson M, Jaszcz W, Nguyen PL. Increased lymphoblast-like cells following umbilical cord blood stem cell transplantation do not predict recurrent acute leukemia. Leukemia 2002; 16:2171-2. [PMID: 12357379 DOI: 10.1038/sj.leu.2402603] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2002] [Accepted: 04/10/2002] [Indexed: 11/09/2022]
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Brunstein CG, Hirsch BA, Hammerschmidt D, McGlennen RC, Nguyen PL, Verfaillie CM. Leukemia in donor cells after allogeneic hematopoietic stem cell transplant. Bone Marrow Transplant 2002; 29:999-1003. [PMID: 12098070 DOI: 10.1038/sj.bmt.1703577] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2001] [Accepted: 03/20/2002] [Indexed: 11/09/2022]
Abstract
The development of leukemia in donor cells after allogeneic hematopoietic stem cell transplant is an extremely rare event. We report here the case of a patient who developed myelodysplastic syndrome/acute myeloid leukemia, in cells of donor origin 3.5 years after related donor HSCT for refractory chronic lymphocytic leukemia and therapy-induced myelodysplastic syndrome. The origin of the leukemia was determined by analysis of minisatillite polymorphism tested on CD34(+) cells.
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MESH Headings
- Adult
- Cell Transformation, Neoplastic/genetics
- Cell Transformation, Neoplastic/pathology
- Cytogenetic Analysis
- Fatal Outcome
- Hematopoietic Stem Cell Transplantation
- Humans
- Leukemia, Lymphocytic, Chronic, B-Cell/pathology
- Leukemia, Lymphocytic, Chronic, B-Cell/therapy
- Leukemia, Myeloid/etiology
- Leukemia, Myeloid/genetics
- Leukemia, Myeloid/pathology
- Male
- Minisatellite Repeats
- Myelodysplastic Syndromes/pathology
- Myelodysplastic Syndromes/therapy
- Neoplasms, Second Primary/etiology
- Neoplasms, Second Primary/genetics
- Neoplasms, Second Primary/pathology
- Tissue Donors
- Transplantation Chimera/genetics
- Transplantation, Homologous
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Affiliation(s)
- C G Brunstein
- Division of Hematology, Oncology and Transplantation, Department of Medicine University of Minnesota, Minneapolis, MN 55455, USA
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Jatoi A, Cleary MP, Tee CM, Nguyen PL. Weight gain does not preclude increased ubiquitin conjugation in skeletal muscle: an exploratory study in tumor-bearing mice. Ann Nutr Metab 2001; 45:116-20. [PMID: 11423703 DOI: 10.1159/000046716] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
BACKGROUND AND HYPOTHESIS At least 13 studies have shown that the ubiquitin-proteasome system mediates muscle wasting in weight-losing cancer subjects. We hypothesized that cancer itself may activate the ubiquitin-proteasome system, regardless of weight loss. METHODS We utilized hybrid mice obtained by crossing Mouse Mammary Tumor Virus-Transforming Growth Factor-alpha (TGF-alpha) mice with the Lep(ob) strain. Five hybrid MMTV-TGF-alpha heterozygous Lep(+)Lep(ob) female mice with mammary tumors were used; 4 nontransgenic heterozygous Lep(+)Lep(ob) female mice served as controls. Ubiquitin conjugates were quantitated from hamstring and paraspinal muscles by Western blotting. Myocyte apoptosis was determined by a modified TUNEL assay. RESULTS All mice gained weight, even after tumor development. Higher concentrations of muscle ubiquitin conjugates were seen in the 5 tumor-bearing, TGF-alpha transgenic mice as compared with the 4 non-tumor-bearing mice: median (range) in arbitrary densitometric units: 0.67 (0.22-4.59) versus 0.18 (0.08-0.44) in hamstring muscle and 0.56 (0.23-20.15) versus 0.18 (0.08-0.25) in paraspinal muscle (p = 0.04 and p = 0.04, respectively; Mann-Whitney U test). Apoptosis was not seen in any muscle sample studied. CONCLUSIONS Ubiquitin conjugates are increased in the skeletal muscle of tumor-bearing mice in the absence of weight loss. Such activation is not seen in the skeletal muscle on non-tumor-bearing mice. Further studies might focus of whether this observation is relevant to cancer-associated wasting of lean tissue.
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Affiliation(s)
- A Jatoi
- Department of Oncology, Mayo Clinic, Rochester, Minn 55455, USA
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Affiliation(s)
- A Jatoi
- Division of Medical Oncology and Department of Biostatistics, Mayo Clinic, Rochester, USA
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45
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Dayton V, Nguyen PL, Jaszcz V. Interpreting flow cytometry for hematologic neoplasms. Am J Clin Pathol 2000; 114:151-3. [PMID: 10884812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023] Open
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Clark JL, Nguyen PL, Jaszcz WB, Jatoi A, Niehans GA. Prognostic variables in male breast cancer. Am Surg 2000; 66:502-11. [PMID: 10824754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
The prognostic role of ploidy status, S phase fraction, estrogen and progesterone receptor status, and the expression of p53 and erbB-2 protein in male breast carcinoma (MBC) remains controversial. The primary objective of this study was to determine which of the common prognostic factors for female breast cancer predict prognosis in MBC. A secondary objective was to assess the impact of comorbid illnesses on survival. A retrospective review of demographic data, surgical treatment, pathological staging, adjuvant treatment and follow-up was completed for 16 patients with MBC (1 intraductal and 15 invasive). Formalin-fixed, paraffin-embedded tissue was processed for ploidy, S phase fraction, and immunohistochemical detection of estrogen and progesterone receptors plus expression of p53 and erbB-2 protein. Six of 15 patients with infiltrating ductal carcinoma are currently alive without evidence of disease and a median survival of 61 months. Nine patients died after a median survival of 52 months, with 6 patients having no evidence of recurrent breast cancer. Two of 3 deaths secondary to advanced breast cancer occurred in patients who initially presented with T4 lesions and were staged IIIB. Two of 15 tumors were erbB-2 positive, whereas only 1 tested weakly positive for p53 protein. We observed that MBCs express erbB-2 and p53 proteins infrequently. Neither ploidy status, S phase fraction, nor erbB-2/p53 status provided any apparent improvement in establishing prognosis beyond routine pathological staging. Advanced TNM stage was associated with diminished survival. The majority of MBCs express estrogen and progesterone receptors. Survivals in MBC were reduced in association with comorbid medical conditions.
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Affiliation(s)
- J L Clark
- Surgical Service, Minneapolis Veterans Affairs Medical Center, Minnesota 55417, USA
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Lickliter JD, Kratzke RA, Nguyen PL, Niehans GA, Miller JS. Fas ligand is highly expressed in acute leukemia and during the transformation of chronic myeloid leukemia to blast crisis. Exp Hematol 1999; 27:1519-27. [PMID: 10517493 DOI: 10.1016/s0301-472x(99)00091-0] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Fas ligand (FasL) induces apoptosis in susceptible Fas-bearing cells and is critically involved in regulating T-cell immune responses. It is highly expressed in several human malignancies, and a role in the suppression of antitumor immune responses has been suggested. We evaluated FasL expression in leukemia and normal hematopoietic cells. By Western blotting, all acute leukemic cell lines (n = 9) and primary samples of acute leukemic marrow (n = 4) revealed high levels of FasL. In contrast, much weaker signals were observed in samples of normal marrow (n = 5), and either weak or intermediate expression was seen in chronic myeloid leukemia (CML) in chronic phase (n = 7). Additional leukemic samples were examined by immunohistochemistry. Staining for FasL was negative in 7 of 9 cases of chronic-phase CML, whereas all cases of CML in blast crisis (n = 6), acute lymphoblastic leukemia (n = 6), and acute myeloid leukemia (n = 11) stained strongly in 60 to 100% of nucleated cells. FasL+ leukemic cell lines did not trigger Fas-mediated apoptosis in either Jurkat cells or activated human T lymphocytes, possibly related to the intracellular location of the ligand. Western analysis of normal marrow subpopulations revealed that most FasL in marrow mononuclear cells was expressed by CD7+ lymphocytes. FasL also was strongly expressed in CD34+ hematopoietic progenitor cells from both normal and chronic-phase CML marrow, suggesting a correlation with primitive maturation stage. In summary, high levels of FasL expression were associated with aggressive biologic behavior in leukemia, including transformation of CML to blast crisis. This could potentially represent a response to loss of proapoptotic Fas signaling, which is known to occur in acute leukemic blasts.
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Affiliation(s)
- J D Lickliter
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, USA
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Niehans GA, Kratzke RA, Froberg MK, Aeppli DM, Nguyen PL, Geradts J. G1 checkpoint protein and p53 abnormalities occur in most invasive transitional cell carcinomas of the urinary bladder. Br J Cancer 1999; 80:1175-84. [PMID: 10376969 PMCID: PMC2362363 DOI: 10.1038/sj.bjc.6990483] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
The G1 cell cycle checkpoint regulates entry into S phase for normal cells. Components of the G1 checkpoint, including retinoblastoma (Rb) protein, cyclin D1 and p16INK4a, are commonly altered in human malignancies, abrogating cell cycle control. Using immunohistochemistry, we examined 79 invasive transitional cell carcinomas of the urinary bladder treated by cystectomy, for loss of Rb or p16INK4a protein and for cyclin D1 overexpression. As p53 is also involved in cell cycle control, its expression was studied as well. Rb protein loss occurred in 23/79 cases (29%); it was inversely correlated with loss of p16INK4a, which occurred in 15/79 cases (19%). One biphenotypic case, with Rb+p16- and Rb-p16+ areas, was identified as well. Cyclin D1 was overexpressed in 21/79 carcinomas (27%), all of which retained Rb protein. Fifty of 79 tumours (63%) showed aberrant accumulation of p53 protein; p53 staining did not correlate with Rb, p16INK4a, or cyclin D1 status. Overall, 70% of bladder carcinomas showed abnormalities in one or more of the intrinsic proteins of the G1 checkpoint (Rb, p16INK4a and cyclin D1). Only 15% of all bladder carcinomas (12/79) showed a normal phenotype for all four proteins. In a multivariate survival analysis, cyclin D1 overexpression was linked to less aggressive disease and relatively favourable outcome. In our series, Rb, p16INK4a and p53 status did not reach statistical significance as prognostic factors. In conclusion, G1 restriction point defects can be identified in the majority of bladder carcinomas. Our findings support the hypothesis that cyclin D1 and p16INK4a can cooperate to dysregulate the cell cycle, but that loss of Rb protein abolishes the G1 checkpoint completely, removing any selective advantage for cells that alter additional cell cycle proteins.
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Affiliation(s)
- G A Niehans
- Department of Pathology, Minneapolis Department of Veterans Affairs Medical Center, University of Minnesota Medical School, 55417, USA
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Jatoi A, Nguyen PL. Can pathology residents be trained to perform adequate bone marrow biopsies? Acad Med 1999; 74:452. [PMID: 10219230 DOI: 10.1097/00001888-199904000-00045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Affiliation(s)
- A Jatoi
- Department of Medicine, New England Medical Center, Tufts University, Boston, Massachusetts, USA
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50
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Nguyen PL, Ferry JA, Harris NL. Progressive transformation of germinal centers and nodular lymphocyte predominance Hodgkin's disease: a comparative immunohistochemical study. Am J Surg Pathol 1999; 23:27-33. [PMID: 9888701 DOI: 10.1097/00000478-199901000-00003] [Citation(s) in RCA: 69] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
To determine whether there might be immunophenotypic differences between nodular lymphocyte predominance Hodgkin's disease (NLPHD) and progressive transformation of germinal centers (PTGC) to aid in the differential diagnosis, we compared 16 cases of NLPHD with 13 cases of florid PTGC and 2 cases of focal PTGC. Paraffin-section immunohistochemistry was performed for CD20, CD45RA, CD45RO, CD3, CD43, CD57, EMA, CD30, and CD21. All PTGC cases showed well-circumscribed nodules of confluent sheets of CD20+ CD45RA+ small cells. T cells were scattered singly or in small groups. In 5 patients with florid PTGC, the T cells in some of the nodules formed rings around a few large transformed lymphocytes. In contrast, the nodules in all NLPHD cases showed an irregular, "broken-up" pattern with CD20 and CD45RA, and there were prominent T cell rosettes around the CD20+ large cells in all nodules. Rosettes of CD57+ cells and staining of large cells for EMA were seen in 3 and 2 cases of NLPHD, respectively, but not in PTGC. There were no differences between NLPHD and PTGC with respect to staining for CD30 or CD21. Three of the eight patients with florid PTGC and a few T cell rosettes had had persistent or recurrent lymphadenopathy; NLPHD developed in 1 of these patients 13 years later. We conclude that a combination of pan-B and pan-T antigens can be a useful adjunct to morphology in distinguishing NLPHD from PTGC. In approximately one-third of florid PTGC cases, T cell rosettes may be present, but they are notably fewer than those in NLPHD. Close follow-up of such patients may be appropriate.
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Affiliation(s)
- P L Nguyen
- Department of Pathology, Massachusetts General Hospital and Harvard Medical School, Boston, USA
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