1
|
Cui F, Qiu Y, Xu W, Shan Y, Liu C, Zou C, Fan Y. Association between Charlson comorbidity index and survival outcomes in patients with prostate cancer: A meta-analysis. Heliyon 2024; 10:e25728. [PMID: 38390166 PMCID: PMC10881549 DOI: 10.1016/j.heliyon.2024.e25728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 01/08/2024] [Accepted: 02/01/2024] [Indexed: 02/24/2024] Open
Abstract
Objective This meta-analysis aimed to assess the influence of comorbidity, as assessed by the Charlson comorbidity index (CCI), on survival outcomes in patients with prostate cancer (PCa). Methods We conducted a comprehensive search of the PubMed, Web of Science, and Embase databases to identify studies that examined the association between CCI-defined comorbidity and survival outcomes in PCa patients. We employed a random effect model to merge adjusted hazard ratios (HR) with 95 % confidence intervals (CI) for survival outcomes. Results Sixteen studies reporting on 17 articles, which collectively included 457,256 patients. For the presence (CCI score ≥1) versus absence (CCI score of 0) of comorbidity, the pooled HR was 1.59 (95 % CI 1.43-1.77) for all-cause mortality, 0.98 (95 % CI 0.90-1.08) for PCa-specific mortality, and 1.88 (95 % CI 1.61-2.21) for other-cause mortality. When compared to a CCI score of 0, the pooled HR of all-cause mortality was 1.30 (95 % CI 1.18-1.44) for a CCI score of 1, 1.65 (95 % CI 1.37-2.00) for a CCI score ≥2, and 1.75 (95 % CI 1.57-1.95) for a CCI score ≥3. Additionally, the pooled HR of other cause mortality was 1.53 (95 % CI 1.41-1.67) for a CCI score of 1, 1.93 (95 % CI 1.74-2.75) for a CCI score ≥2, and 3.95 (95 % CI 2.13-7.34) for a CCI score ≥3. Conclusions Increased comorbidity, as assessed by the CCI, significantly predicts all-cause and other-cause mortality in patients with PCa, but not PCa-specific mortality. The risk of all-cause and other-cause mortality increases with the burden of comorbidity.
Collapse
Affiliation(s)
- Feilun Cui
- Department of Urology, Affiliated Taizhou Second People's Hospital of Yangzhou University, Taizhou, 225500, China
| | - Yue Qiu
- Cancer Institute, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, 212002, China
| | - Wei Xu
- Cancer Institute, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, 212002, China
| | - Yong Shan
- Department of Urology, Affiliated Taizhou Second People's Hospital of Yangzhou University, Taizhou, 225500, China
| | - Chunlin Liu
- Department of Urology, Affiliated Taizhou Second People's Hospital of Yangzhou University, Taizhou, 225500, China
| | - Chen Zou
- Department of General Surgery, Suzhou Hospital, Affiliated Hospital of Medical School Nanjing University, Suzhou, 215163, China
| | - Yu Fan
- Cancer Institute, The Affiliated People's Hospital, Jiangsu University, Zhenjiang, 212002, China
| |
Collapse
|
2
|
Yun H, Kim J, Gandhe A, Nelson B, Hu JC, Gulani V, Margolis D, Schackman BR, Jalali A. Cost-Effectiveness of Annual Prostate MRI and Potential MRI-Guided Biopsy After Prostate-Specific Antigen Test Results. JAMA Netw Open 2023; 6:e2344856. [PMID: 38019516 PMCID: PMC10687655 DOI: 10.1001/jamanetworkopen.2023.44856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 10/13/2023] [Indexed: 11/30/2023] Open
Abstract
Importance Magnetic resonance imaging (MRI) and potential MRI-guided biopsy enable enhanced identification of clinically significant prostate cancer. Despite proven efficacy, MRI and potential MRI-guided biopsy remain costly, and there is limited evidence regarding the cost-effectiveness of this approach in general and for different prostate-specific antigen (PSA) strata. Objective To examine the cost-effectiveness of integrating annual MRI and potential MRI-guided biopsy as part of clinical decision-making for men after being screened for prostate cancer compared with standard biopsy. Design, Setting, and Participants Using a decision analytic Markov cohort model, an economic evaluation was conducted projecting outcomes over 10 years for a hypothetical cohort of 65-year-old men in the US with 4 different PSA strata (<2.5 ng/mL, 2.5-4.0 ng/mL, 4.1-10.0 ng/mL, >10 ng/mL) identified by screening through Monte Carlo microsimulation with 10 000 trials. Model inputs for probabilities, costs in 2020 US dollars, and quality-adjusted life-years (QALYs) were from the literature and expert consultation. The model was specifically designed to reflect the US health care system, adopting a federal payer perspective (ie, Medicare). Exposures Magnetic resonance imaging with potential MRI-guided biopsy and standard biopsy. Main Outcomes and Measures Incremental cost-effectiveness ratios (ICERs) using a willingness-to-pay threshold of $100 000 per QALY was estimated. One-way and probabilistic sensitivity analyses were performed. Results For the 3 PSA strata of 2.5 ng/mL or greater, the MRI and potential MRI-guided biopsy strategy was cost-effective compared with standard biopsy (PSA 2.5-4.0 ng/mL: base-case ICER, $21 131/QALY; PSA 4.1-10.0 ng/mL: base-case ICER, $12 336/QALY; PSA >10.0 ng/mL: base-case ICER, $6000/QALY). Results varied depending on the diagnostic accuracy of MRI and potential MRI-guided biopsy. Results of probabilistic sensitivity analyses showed that the MRI and potential MRI-guided biopsy strategy was cost-effective at the willingness-to-pay threshold of $100 000 per QALY in a range between 76% and 81% of simulations for each of the 3 PSA strata of 2.5 ng/mL or more. Conclusions and Relevance This economic evaluation of a hypothetical cohort suggests that an annual MRI and potential MRI-guided biopsy was a cost-effective option from a US federal payer perspective compared with standard biopsy for newly eligible male Medicare beneficiaries with a serum PSA level of 2.5 ng/mL or more.
Collapse
Affiliation(s)
- Hyunkyung Yun
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, New York
- Department of Health Services, Policy & Practice, School of Public Health, Brown University, Providence, Rhode Island
| | - Jin Kim
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, New York
| | - Aishwarya Gandhe
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, New York
| | - Brianna Nelson
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, New York
| | - Jim C. Hu
- Department of Urology, Weill Cornell Medicine, Cornell University, New York, New York
| | - Vikas Gulani
- Department of Radiology, University of Michigan Health System, Ann Arbor
| | - Daniel Margolis
- Department of Radiology, Weill Cornell Medicine, Cornell University, New York, New York
| | - Bruce R. Schackman
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, New York
| | - Ali Jalali
- Department of Population Health Sciences, Weill Cornell Medicine, Cornell University, New York, New York
| |
Collapse
|
3
|
Tang T, Gulstene S, McArthur E, Warner A, Boldt G, Velker V, D'Souza D, Bauman G, Mendez LC. Does brachytherapy boost improve survival outcomes in Gleason Grade Group 5 patients treated with external beam radiotherapy and androgen deprivation therapy? A systematic review and meta-analysis. Clin Transl Radiat Oncol 2022; 38:21-27. [PMID: 36353652 PMCID: PMC9637706 DOI: 10.1016/j.ctro.2022.10.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2022] [Revised: 10/20/2022] [Accepted: 10/24/2022] [Indexed: 11/09/2022] Open
Abstract
Adding a BT boost to external beam radiation can be used to intensify treatment. BT boost improves DMFS but not PCSS or OS in Gleason GG5 prostate cancer. There is no prospective data evaluating BT boost in Gleason GG5 disease.
Background Localized Gleason Grade Group 5 (GG5) prostate cancer has a poor prognosis and is associated with a higher risk of treatment failure, metastases, and death. Treatment intensification with the addition of a brachytherapy (BT) boost to external beam radiation (EBRT) maximizes local control, which may translate into improved survival outcomes. Methods A systematic review and meta-analysis was performed to compare survival outcomes for Gleason GG5 patients treated with androgen deprivation therapy (ADT) and either EBRT or EBRT + BT. The MEDLINE (PubMed), EMBASE and Cochrane databases were searched to identify relevant studies. Survival probabilities for distant metastasis-free survival (DMFS), prostate cancer-specific survival (PCSS), and overall survival (OS) were extracted and pooled to create a summary survival curve for each treatment modality, which were then compared at fixed points in time. An additional analysis was performed among studies directly comparing EBRT and EBRT + BT using a random-effects model. Results Eight retrospective studies were selected for inclusion, representing a total of 1393 EBRT patients and 877 EBRT + BT patients. EBRT + BT was associated with higher DMFS starting at 6 years (86.8 % vs 78.8 %; p = 0.018) and extending out to 10 years (81.8 % vs 66.1 %; p < 0.001), with an overall hazard ratio of 0.53 (p = 0.02). There was no difference in PCSS or OS between treatment modalities. Differences in toxicity were not assessed. There was a wide range of heterogeneity between studies. Conclusion The addition of BT boost is associated with improved long-term DMFS in Gleason GG5 prostate cancer, but its impact on PCSS and OS remains unclear. These results may be confounded by the heterogeneity across study populations with concern for a risk of bias. Therefore, prospective studies are necessary to further elucidate the survival advantage associated with BT boost, which must ultimately be weighed against the toxicity-related implications of this treatment strategy.
Collapse
|
4
|
Peyraga G, Lizee T, Khalifa J, Blais E, Mauriange-Turpin G, Supiot S, Krhili S, Tremolieres P, Graff-Cailleaud P. Brachytherapy boost (BT-boost) or stereotactic body radiation therapy boost (SBRT-boost) for high-risk prostate cancer (HR-PCa). Cancer Radiother 2021; 25:400-409. [PMID: 33478838 DOI: 10.1016/j.canrad.2020.11.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 11/21/2020] [Accepted: 11/25/2020] [Indexed: 11/25/2022]
Abstract
Systematic review for the treatment of high-risk prostate cancer (HR-PCa, D'Amico classification risk system) with external body radiation therapy (EBRT)+brachytherapy-boost (BT-boost) or with EBRT+stereotactic body RT-boost (SBRT-boost). In March 2020, 391 English citations on PubMed matched with search terms "high risk prostate cancer boost". Respectively 9 and 48 prospective and retrospective studies were on BT-boost and 7 retrospective studies were on SBRT-boost. Two SBRT-boost trials were prospective. Only one study (ASCENDE-RT) directly compared the gold standard treatment [dose-escalation (DE)-EBRT+androgen deprivation treatment (ADT)] versus EBRT+ADT+BT-boost. Biochemical control rates at 9 years were 83% in the experimental arm versus 63% in the standard arm. Cumulative incidence of late grade 3 urinary toxicity in the experimental arm and in the standard arm was respectively 18% and 5%. Two recent studies with HR-PCa (National Cancer Database) demonstrated better overall survival with BT-boost (low dose rate LDR or high dose rate HDR) compared with DE-EBRT. These recent findings demonstrate the superiority of EBRT+BT-boost+ADT versus DE-EBRT+ADT for HR-PCa. It seems that EBRT+BT-boost+ADT could now be considered as a gold standard treatment for HR-PCa. HDR or LDR are options. SBRT-boost represents an attractive alternative, but the absence of randomised trials does not allow us to conclude for HR-PCa. Prospective randomised international phase III trials or meta-analyses could improve the level of evidence of SBRT-boost for HR-PCa.
Collapse
Affiliation(s)
- G Peyraga
- Radiation department, Toulouse university institute of cancer, Oncopôle, Toulouse, France; Radiation therapy department, Groupe de radiotherapie et d'oncologie des Pyrénées, chemin de l'Ormeau, 65000 Tarbes, France.
| | - T Lizee
- Radiation therapy department, Integrated centre of oncology (Paul Papin), Angers, France
| | - J Khalifa
- Radiation department, Toulouse university institute of cancer, Oncopôle, Toulouse, France
| | - E Blais
- Radiation therapy department, Groupe de radiotherapie et d'oncologie des Pyrénées, chemin de l'Ormeau, 65000 Tarbes, France
| | - G Mauriange-Turpin
- Radiation therapy department, University hospital centre, Limoges, France
| | - S Supiot
- Radiation therapy department, Integrated centre of oncology (Rene Gauducheau), Saint-Herblain, France
| | - S Krhili
- Radiation therapy department, Curie Institute, Paris, France
| | - P Tremolieres
- Radiation therapy department, Integrated centre of oncology (Paul Papin), Angers, France
| | - P Graff-Cailleaud
- Radiation department, Toulouse university institute of cancer, Oncopôle, Toulouse, France
| |
Collapse
|
5
|
Hervás A, Pastor J, González C, Jové J, Gómez A, Casaña M, Villafranca E, Mengual JL, Muñoz V, Henriquez I, Muñoz J, Collado E, Clemente J. Outcomes and prognostic factors in intermediate-risk prostate cancer: multi-institutional analysis of the Spanish RECAP database. Clin Transl Oncol 2018; 21:900-909. [PMID: 30536208 DOI: 10.1007/s12094-018-02000-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 11/24/2018] [Indexed: 01/05/2023]
Abstract
PURPOSE To retrospectively assess outcomes and to identify prognostic factors in patients diagnosed with intermediate-risk (IR) prostate cancer (PCa) treated with primary external beam radiotherapy (EBRT). MATERIALS AND METHODS Data were obtained from the multi-institutional Spanish RECAP database, a population-based prostate cancer registry in Spain. All IR patients (NCCN criteria) who underwent primary EBRT were included. The following variables were assessed: age; prostate-specific antigen (PSA); Gleason score; clinical T stage; percentage of positive biopsy cores (PPBC); androgen deprivation therapy (ADT); and radiotherapy dose. The patients were stratified into one of three risk subcategories: (1) favourable IR (FIR; GS 6, ≤ T2b or GS 3 + 4, ≤ T1c), (2) marginal IR (MIR; GS 3 + 4, T2a-b), and (3) unfavourable IR (UIR; GS 4 + 3 or T2c). Biochemical relapse-free survival (BRFS), disease-free survival (DFS), cancer-specific survival (CSS), and overall survival (OS) were assessed. RESULTS A total of 1754 patients from the RECAP database were included and stratified by risk group: FIR, n = 781 (44.5%); MIR, n = 252 (14.4%); and UIR, n = 721 (41.1%). Mean age was 71 years (range 47-86). Mean PSA was 10.4 ng/ml (range 6-20). The median radiotherapy dose was 74 Gy, with mean doses of 72.5 Gy (FIR), 73.4 Gy (MIR), and 72.8 Gy (UIR). Most patients (88%) received ADT for a median of 7.1 months. By risk group (FIR, MIR, UIR), ADT rates were, respectively, 88.9, 86.5, and 86.9%. Only patients with ≥ 24 months of follow-up post-EBRT were included in the survival analysis (n = 1294). At a median follow-up of 52 months (range 24-173), respective 5- and 10-year outcomes were: OS 93.6% and 79%; BRFS 88.9% and 71.4%; DFS 96.1% and 89%; CSS 98.9% and 94.6%. Complication rates (≥ grade 3) were: acute genitourinary (GU) 2%; late GU 1%; acute gastrointestinal (GI) 2%; late GI 1%. There was no significant association between risk group and BRFS or OS. However, patients with favourable-risk disease had significantly better 5- and 10-year DFS than patients with UIR: 98.7% vs. 92.4% and 92% vs. 85.8% (p = 0.0005). CSS was significantly higher (p = 0.0057) in the FIR group at 5 (99.7% vs. 97.3%) and 10 years (96.1% vs. 93.4%). On the multivariate analyses, the following were significant predictors of survival: ADT (BRFS and DFS); dose ≥ 74 Gy (BRFS); age (OS). CONCLUSIONS This is the first nationwide study in Spain to report long-term outcomes of patients with intermediate-risk PCa treated with EBRT. Survival outcomes were good, with a low incidence of both acute and late toxicity. Patients with unfavourable risk characteristics had significantly lower 5- and 10-year disease-free survival rates. ADT and radiotherapy dose ≥ 74 Gy were both significant predictors of treatment outcomes.
Collapse
Affiliation(s)
- A Hervás
- Department of Radiation Oncology, Hospital Ramón y Cajal, Madrid, Spain.
| | - J Pastor
- Department of Radiation Oncology, Hospital General de Valencia, Valencia, Spain
| | - C González
- Department of Radiation Oncology, Hospital Gregorio Marañón, Madrid, Spain
| | - J Jové
- Department of Radiation Oncology, Hospital Germans Trias i Pujol, Barcelona, Spain
| | - A Gómez
- Department of Radiation Oncology, Hospital Clínico Universitario, Santiago de Compostela, Spain
| | - M Casaña
- Department of Radiation Oncology, Instituto Valenciano de Oncologia, Valencia, Spain
| | - E Villafranca
- Department of Radiation Oncology, Hospital Clínico Universitario, Pamplona, Spain
| | - J L Mengual
- Department of Radiation Oncology, Instituto Valenciano de Oncologia, Valencia, Spain
| | - V Muñoz
- Department of Radiation Oncology, Hospital do Mixoeiro, Vigo, Spain
| | - I Henriquez
- Department of Radiation Oncology, Hospital Universitario Sant Joan, Reus, Spain
| | - J Muñoz
- Department of Radiation Oncology, Hospital Infanta Cristina, Badajoz, Spain
| | - E Collado
- Department of Radiation Oncology, Hospital Uiversitario La Fe, Valencia, Spain
| | - J Clemente
- Department of Radiation Oncology, Instituto Valenciano de Oncologia, Alcoy, Spain
| |
Collapse
|
6
|
Löser A, Beyer B, Carl CO, Löser B, Nagaraj Y, Frenzel T, Petersen C, Krüll A, Graefen M, Schwarz R. Toxicity and risk factors after combined high-dose-rate brachytherapy and external beam radiation therapy in men ≥75 years with localized prostate cancer. Strahlenther Onkol 2018; 195:374-382. [DOI: 10.1007/s00066-018-1380-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2018] [Accepted: 09/26/2018] [Indexed: 12/20/2022]
|
7
|
Lakosi F, Antal G, Pall J, Miovecz A, Nagy D, Jenei T, Csima M, Gulyban A, Vandulek C, Repa I, Hadjiev J, Toller G. Clinical outcome in prostate cancer treated with magnetic resonance imaging-guided high-dose-rate brachytherapy combined with external beam radiotherapy. Acta Oncol 2017; 56:1647-1651. [PMID: 28840771 DOI: 10.1080/0284186x.2017.1349333] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Ferenc Lakosi
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
| | - Gergely Antal
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
| | - Janos Pall
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
- Department of Radiation Oncology, Cholnoky Ferenc Hospital, Veszprem, Hungary
| | - Adam Miovecz
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
| | - Denes Nagy
- Department of Urology, Somogy County Kaposi Mor Teaching Hospital, Kaposvar, Hungary
| | - Tibor Jenei
- Department of Urology, Somogy County Kaposi Mor Teaching Hospital, Kaposvar, Hungary
| | - Melinda Csima
- Faculty of Pedagogy, Kaposvar University, Kaposvar, Hungary
| | - Akos Gulyban
- Department of Radiation Oncology, University Hospital of Liège, Liège, Belgium
| | - Csaba Vandulek
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
- Doctoral School of Health, Faculty of Health Sciences, University of Pecs, Pecs, Hungary
| | - Imre Repa
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
| | - Janaki Hadjiev
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
| | - Gabor Toller
- Institute of Diagnostic Imaging and Radiation Oncology, Health Center, Kaposvar University, Kaposvar, Hungary
| |
Collapse
|
8
|
Marsh S, Walters RW, Silberstein PT. Survival Outcomes of Radical Prostatectomy Versus Radiotherapy in Intermediate-Risk Prostate Cancer: A NCDB Study. Clin Genitourin Cancer 2017; 16:S1558-7673(17)30239-2. [PMID: 28869138 DOI: 10.1016/j.clgc.2017.07.029] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2017] [Revised: 07/27/2017] [Accepted: 07/31/2017] [Indexed: 11/19/2022]
Abstract
BACKGROUND Studies of various prostate cancer patient cohorts found men receiving external-beam radiotherapy (EBRT) had higher mortality than men undergoing radical prostatectomy (RP). Conversely, a recent clinical trial showed no survival differences between treatment groups. We used the National Cancer Data Base (NCDB) to evaluate overall survival in intermediate-risk (T2b-T2c or Gleason 7 [grade group II or III] or prostate-specific antigen 10-20 ng/mL) prostate cancer patients undergoing EBRT with or without androgen deprivation therapy (ADT), RP, or no initial treatment. PATIENTS AND METHODS We analyzed 268,378 men with intermediate-risk prostate cancer from 2004 to 2012. Kaplan-Meier estimates and multivariable Cox proportional hazards models were used to compare survival between treatments. RESULTS After adjusting for patient and facility covariables, men receiving no initial treatment averaged greater adjusted mortality risk than men receiving EBRT (hazard ratio [HR], 1.71; 95% confidence interval [CI] 1.62-1.80; P < .001), EBRT + ADT (HR, 1.73; 95% CI 1.64-1.81; P < .001), or RP (HR, 4.18; 95% CI 3.94-4.43; P < .001). Men undergoing RP had significantly lower adjusted mortality risk than men receiving either EBRT (HR, 0.41; 95% CI 0.39-0.43; P < .001) or EBRT + ADT (HR, 0.41; 95% CI 0.39-0.43; P < .001). No difference was observed between men receiving EBRT or EBRT + ADT (HR, 1.01; 95% CI 0.97-1.05; P = .624). CONCLUSION Men treated with RP experienced significantly lower overall mortality risk than EBRT with or without ADT and no treatment patients, regardless of patient, demographic, or facility characteristics. The results are limited by the lack of cancer-specific mortality in this database.
Collapse
Affiliation(s)
- Sydney Marsh
- Creighton University School of Medicine, Omaha, NE.
| | | | | |
Collapse
|