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1.
World J Gastrointest Oncol ; 16(4): 1256-1267, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38660647

ABSTRACT

BACKGROUND: One of the primary reasons for the dismal survival rates in pancreatic ductal adenocarcinoma (PDAC) is that most patients are usually diagnosed at late stages. There is an urgent unmet clinical need to identify and develop diagnostic methods that could precisely detect PDAC at its earliest stages. AIM: To evaluate the potential value of radiomics analysis in the differentiation of early-stage PDAC from late-stage PDAC. METHODS: A total of 71 patients with pathologically proved PDAC based on surgical resection who underwent contrast-enhanced computed tomography (CT) within 30 d prior to surgery were included in the study. Tumor staging was performed in accordance with the 8th edition of the American Joint Committee on Cancer staging system. Radiomics features were extracted from the region of interest (ROI) for each patient using Analysis Kit software. The most important and predictive radiomics features were selected using Mann-Whitney U test, univariate logistic regression analysis, and minimum redundancy maximum relevance (MRMR) method. Random forest (RF) method was used to construct the radiomics model, and 10-times leave group out cross-validation (LGOCV) method was used to validate the robustness and reproducibility of the model. RESULTS: A total of 792 radiomics features (396 from late arterial phase and 396 from portal venous phase) were extracted from the ROI for each patient using Analysis Kit software. Nine most important and predictive features were selected using Mann-Whitney U test, univariate logistic regression analysis, and MRMR method. RF method was used to construct the radiomics model with the nine most predictive radiomics features, which showed a high discriminative ability with 97.7% accuracy, 97.6% sensitivity, 97.8% specificity, 98.4% positive predictive value, and 96.8% negative predictive value. The radiomics model was proved to be robust and reproducible using 10-times LGOCV method with an average area under the curve of 0.75 by the average performance of the 10 newly built models. CONCLUSION: The radiomics model based on CT could serve as a promising non-invasive method in differential diagnosis between early and late stage PDAC.

2.
Front Oncol ; 13: 1114847, 2023.
Article in English | MEDLINE | ID: mdl-36845677

ABSTRACT

Background and aims: Adenocarcinoma is one of the most common pathological types of gastric cancer. The aims of this study were to develop and validate prognostic nomograms that could predict the probability of cancer-specific survival (CSS) for gastric adenocarcinoma (GAC) patients at 1, 3, and 5 years. Methods: In total, 7747 patients with GAC diagnosed between 2010 and 2015, and 4591 patients diagnosed between 2004 and 2009 from the Surveillance, Epidemiology, and End Results (SEER) database were included in this study. The 7747 patients were used as a prognostic cohort to explore GAC-related prognostic risk factors. Moreover, the 4591 patients were used for external validation. The prognostic cohort was also divided into a training and internal validation sets for construction and internal validation of the nomogram. CSS predictors were screened using least absolute shrinkage and selection operator regression analysis. A prognostic model was built using Cox hazard regression analysis and provided as static and dynamic network-based nomograms. Results: The primary site, tumor grade, surgery of the primary site, T stage, N stage, and M stage were determined to be independent prognostic factors for CSS and were subsequently included in construction of the nomogram. CSS was accurately estimated using the nomogram at 1, 3, and 5 years. The areas under the curve (AUCs) for the training group at 1, 3, and 5 years were 0.816, 0.853, and 0.863, respectively. Following internal validation, these values were 0.817, 0.851, and 0.861. Further, the AUC of the nomogram was much greater than that of American Joint Committee on Cancer (AJCC) or SEER staging. Moreover, the anticipated and actual CSS values were in good agreement based on decision curves and time-calibrated plots. Then, patients from the two subgroups were divided into high- and low-risk groups based on this nomogram. The survival rate of high-risk patients was considerably lower than that of low-risk patients, according to Kaplan-Meier (K-M) curves (p<0.0001). Conclusions: A reliable and convenient nomogram in the form of a static nomogram or an online calculator was constructed and validated to assist physicians in quantifying the probability of CSS in GAC patients.

3.
Cancer Med ; 11(1): 94-103, 2022 01.
Article in English | MEDLINE | ID: mdl-34796670

ABSTRACT

PURPOSE: This study aims to determine whether there is consensus regarding staging and management of cutaneous squamous cell carcinoma (CSCC) across the various specialties that manage this disease. MATERIALS AND METHODS: A survey regarding CSCC high-risk features, staging, and management was created and emailed to cutaneous oncology experts including dermatology, head and neck surgery/surgical oncology, radiation oncology, and medical oncology. RESULTS: One hundred fifty-six (46%) of 357 invited physicians completed the survey. Depth of invasion (92%), perineural invasion (99%), histologic differentiation (85%), and patient immunosuppression (90%) achieved consensus (>80%) as high-risk features of CSCC. Dermatologists were more likely to also choose clinical tumor diameter (79% vs. 54%) and histology (99% vs. 66%) as a high-risk feature. Dermatologists were also more likely to utilize the Brigham and Women's Hospital (BWH) staging system alone or in conjunction with American Joint Committee on Cancer (AJCC) (71%), whereas other cancer specialists (OCS) tend to use only AJCC (71%). Respondents considered AJCC T3 and higher (90%) and BWH T2b and higher (100%) to be high risk and when they consider radiologic imaging, sentinel lymph node biopsy, post-operative radiation therapy, and increased follow-up. Notably, a large number of respondents do not use staging systems or tumor stage to determine treatment options beyond surgery in high-risk CSCC. CONCLUSION: This survey study highlights areas of consensus and differences regarding the definition of high-risk features of CSCC, staging approaches, and management patterns between dermatologists and OCS. High-risk CSCC is defined as, but not limited to, BWH T2b and higher and AJCC T3 and higher, and these thresholds can be used to identify cases for which treatment beyond surgery may be considered. Dermatologists are more likely to utilize BWH staging, likely because BWH validation studies showing advantages over AJCC were published in dermatology journals and discussed at dermatology meetings. Additional data are necessary to develop a comprehensive risk-based management approach for CSCC.


Subject(s)
Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/therapy , Medicine , Practice Patterns, Physicians' , Skin Neoplasms/pathology , Skin Neoplasms/therapy , Disease Management , Health Care Surveys , Humans , Neoplasm Invasiveness , Neoplasm Staging , Risk Factors
4.
Zhonghua Zhong Liu Za Zhi ; 43(10): 1069-1075, 2021 Oct 23.
Article in Chinese | MEDLINE | ID: mdl-34695897

ABSTRACT

Objective: The 6th edition American Joint Committee on Cancer (AJCC) staging system for breast cancer classifies ipsilateral supraclavicular lymph node metastasis (ISLM) downing stage from M1 to N3, suggesting more patients might receive radical treatment. The aim of this study was to analyze the effect of ISLM on the prognosis of N3 breast cancer and verify the rationality of modified staging. Methods: A total of 321 breast cancer patients with N3 according to the 6th edition AJCC staging system were retrospectively analyzed. Propensity Score Matching (PSM) was used to pair the different subgroups of N3. The primary end point was disease-free survival (DFS), the secondary end point was overall survival (OS). Kaplan-Meier method was used to calculate the DFS and OS. The differences between two groups were analyzed by the Log-rank test. Results: After PSM pairing twice, 78 patients with none-ISLM and 78 patients with ISLM were enrolled in the first group; 51 patients with none-ISLM was compared patients with isolated ISLM in the second group. The results of the two groups showed that patients with none-ISLM have a prolonged DFS (the first group: 58.9 months vs 32.1 months, P=0.101; the second group: 59.0 months vs 44.0 months, P=0.533), while the OS was opposite (the first group: 87.4 months vs 140.4 months, P=0.289; the second group: 87.4 months vs 137.1 months, P=0.289). Conclusions: The prognosis of breast cancer patients with ISLM is similar to that of patients with none-ISLM in stage N3. It is reasonable to include ISLM in N3 in the 6th edition AJCC staging system. Yet, prospective studies with larger sample size are needed to further confirmation.


Subject(s)
Breast Neoplasms , Breast Neoplasms/pathology , Female , Humans , Lymph Nodes/pathology , Lymphatic Metastasis , Neoplasm Staging , Prognosis , Prospective Studies , Retrospective Studies
5.
Gland Surg ; 10(1): 233-241, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33633979

ABSTRACT

BACKGROUND: This study respectively analyzed the prognostic value and the role in treatment decision-making [breast-conserving surgery (BCS) + radiotherapy (RT) or mastectomy (MAST)] of the 8th American Joint Committee on Cancer (AJCC) pathological prognostic staging system compared with the 7th AJCC anatomical staging system among early breast cancer patients aged <50 years. METHODS: Patients with T1-2N0M0 breast cancer aged <50 years were extracted from the Surveillance, Epidemiology, and End Results database between 2010 and 2014. Breast cancer-specific survival (BCSS) was used as the primary endpoint. Chi-squared test, receiver operating characteristics analysis, Kaplan-Meier method, and multivariate Cox proportional models were used to conduct statistical analysis. RESULTS: A total of 22,640 female patients were identified, and 24.4% of them reallocated to new stage groups from the 7th to the 8th AJCC staging. Among them, 46.2% (n=10,450) and 53.8% (n=12,190) of patients received BCS + RT and MAST, respectively. The 8th AJCC staging system was an independent prognostic factor for BCSS. Patients treated with BCS + RT had better BCSS compared to those treated with MAST (P<0.001). According to the 8th AJCC staging, BCS + RT could improve 5-year BCSS compared with MAST in patients with stage IA (P=0.006) and stage IB (P=0.001) diseases, while comparable BCSS was found between the two treatment arms in patients' stage IIA disease (P=0.366). Multivariate analyses replicated similar findings after stratification by the 8th AJCC stages. CONCLUSIONS: In patients with T1-2N0 breast cancer and aged <50 years, the 8th AJCC pathological staging system provides accurate prognostic information than the 7th anatomical staging. BCS + RT is the optimal local management for stage IA and IB diseases, while it is the optional management in stage IIA disease according to the 8th AJCC staging.

6.
World J Gastrointest Oncol ; 12(7): 732-740, 2020 Jul 15.
Article in English | MEDLINE | ID: mdl-32864041

ABSTRACT

BACKGROUND: Carcinomas of the anal canal are staged according to the size and extent of the disease; however, we propose including a novel ultrasound (US) staging system, based on depth of tumor invasion. In this study the clinical American Joint Committee on Cancer (AJCC) staging guidelines and the US classificationss in patients with anal cancer were compared. AIM: To evaluate the prognostic role of the US staging system in patients with anal cancer. METHODS: The data of 48 patients with anal canal squamous cells carcinoma, observed at our University Hospital between 2007 and 2017, who underwent pre-treatment assessment with pelvic magnetic resonance imaging (MRI), total body computed tomography (CT) scan and endoanal US were retrospectively reviewed. Anal canal tumors were clinically staged according to AJCC, determined by MRI by measurement of the longest tumor diameter, and CT scan. Endoanal US was performed with a high multi-frequency (9-16 MHz), 360° rotational mechanical probe; US classification was based on depth of tumor penetration through the anal wall, according to Giovannini's study. All patients were treated with definitive radiation combined with 5-fluorouracile and Mitomycin-C. After treatment patients were followed-up regularly. RESULTS: At baseline there were 30 and 32 T1-2, 18 and 16 T3-4, 31 and 19 N+ patients classified according to the clinical AJCC and US staging system respectively. After a mean follow-up of 98 months, 38 patients (79.1%) are alive and 28 (58.3%) are disease free. During follow up 20 patients (41.6%) experienced recurrences. After univariate analysis, American Society of Anesthesiologists (ASA) score (P = 0.00000001) and US staging (P = 0.009) were significantly related to disease-free survival (DFS). When overall survival and DFS functions were compared, a statistically significant difference was observed for DFS survival when the US staging was applied with respect to the clinical AJCC staging. By combining the 2 significant prognostic variables, namely the US staging with the ASA score, four risks groups with different prognoses were identified. CONCLUSION: Our findings suggest that US staging may be superior to traditional clinical staging, since it is significantly associated with DFS in anal cancer patients.

7.
Zhonghua Zhong Liu Za Zhi ; 41(11): 854-858, 2019 Nov 23.
Article in Chinese | MEDLINE | ID: mdl-31770854

ABSTRACT

Objective: The current study aimed to evaluate the predictive performances of anatomic staging system (AS) and prognostic staging system (PS) proposed in the 8th edition American Joint Committee on Cancer (AJCC) staging manual in patients with pure mucinous breast cancer (PMBC). Methods: Clinicopathologic features and follow-up information were collected from a total of 3628 patients with PMBC. Breast cancer-specific survival (BCSS) were compared among patients in different stage groups. Likelihood ratio (LR) χ(2), Akaike information criterion (AIC) and Harrell's concordance index (C-index) were used to evaluate the predictive performances of AS and PS in PMBC. Results: In PMBC, BCSS was associated with tumor size (P=0.002), lymph node status (P=0.002), grade(P=0.003), PR status(P=0.017)and the receipt of radiation. Compared to AS, 1326 patients (37.54%) underwent stage change after applying PS, with 6.50% upstaged and 37.04% downstaged. There were significant differences in BCSS among patients of different stages under the AS and PS (P<0.001). However, PS was not superior to AS in predicting prognosis (AS vs PS, LR χ(2): 16.41 vs 17.5; AIC: 357.44 vs 358.35; C-index, 0.72 vs 0.73, P=0.667). Conclusions: Both of AS and PS proposed in the 8th edition American Joint Committee on Cancer (AJCC) staging manual were predictive factors in patients with PMBC. Compared with AS, the PS did not show superiority in prognosis prediction among patients with PMBC.


Subject(s)
Breast Neoplasms/diagnosis , Neoplasm Staging , Humans , Likelihood Functions , Neoplasm Grading , Prognosis , Survival Rate , United States
8.
Radiat Oncol ; 14(1): 10, 2019 Jan 17.
Article in English | MEDLINE | ID: mdl-30654807

ABSTRACT

BACKGROUND: The aim of this study is to evaluate the prognostic value of grading MRI-detected skull-base invasion in nasopharyngeal carcinoma (NPC) with skull-base invasion after intensity-modulated radiotherapy (IMRT). METHODS: This study is a retrospective chart review of 469 non-metastatic NPC patients with skull-base invasion. Patients were classified as extensive skull-base invasion (ESBI) group and limited skull-base invasion (LSBI) group. RESULTS: Multivariate analysis showed that the skull-base invasion (LSBI vs. ESBI) was an independent prognostic predictor of progression free survival (PFS). The estimated 5-year local failure free survival (LFFS), distant metastasis free survival (DMFS), PFS, and overall survival (OS) rates for patients in the T3-LSBI and T3-ESBI group were 92.9% versus 93.5, 89.8% versus 86.1, 81.6% versus 76.4, and 93.5% versus 86.3%, respectively (P > 0.05). CONCLUSION: Grading of MRI-detected skull-base invasion is an independent prognostic factor of NPC with skull-base invasion. It is scientific and reasonable for skull-base invasion as a single entity to be classified as T3 classification.


Subject(s)
Magnetic Resonance Imaging/methods , Nasopharyngeal Carcinoma/pathology , Radiotherapy, Intensity-Modulated/methods , Skull Base Neoplasms/pathology , Female , Follow-Up Studies , Humans , Male , Middle Aged , Nasopharyngeal Carcinoma/radiotherapy , Neoplasm Grading , Neoplasm Invasiveness , Radiotherapy Dosage , Retrospective Studies , Skull Base Neoplasms/radiotherapy , Survival Rate
9.
Eur Arch Otorhinolaryngol ; 276(3): 827-836, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30594962

ABSTRACT

PURPOSE: The aim of this study was to evaluate the 8th edition of the American Joint Committee on Cancer Staging Manual: Head and Neck Section on oropharyngeal squamous cell cancer (OPSCC) and to clarify the relationship between p16 overexpression and the presence of human papillomavirus (HPV) DNA using fresh frozen samples. METHODS: Samples from 100 OPSCC patients were analyzed using polymerase chain reaction (PCR) and p16 immunohistochemistry. RESULTS: Five-year overall survival (OS) was 73.0%, 93.9%, and 62.2% in all, p16-positive (n = 34), and p16-negative (n = 66) cases, respectively. OS tended to be better aligned with stage in the 8th edition than in the 7th edition. The 5-year OS was 96.0% in never or light smokers (< 40 pack-years), and 87.5% in heavy smokers (≥ 40 pack-years) in the p16-positive group, respectively (p = 0.027). HPV infection was found in 100% of p16-positive and 21.2% of p16-negative cases. The p16-positive cases had higher viral load and integrated physical status than the p16-negative cases. Although 1 case with p16 overexpression showed no PCR amplification using consensus primers, PCR amplification was detected using HPV 16 E6-specific primers. CONCLUSIONS: The 8th edition predicts OPSCC prognosis more accurately than the 7th edition and p16-overexpression is an excellent surrogate marker for detecting HPV infection. Although high-risk-type HPV infection was observed in p16-negative cases, it showed no significant effect in survival outcome.


Subject(s)
DNA, Neoplasm/isolation & purification , Human papillomavirus 16/isolation & purification , Neoplasm Staging , Oropharyngeal Neoplasms/mortality , Oropharyngeal Neoplasms/pathology , Oropharyngeal Neoplasms/virology , Papillomavirus Infections/diagnosis , Adult , Aged , Female , Human papillomavirus 16/genetics , Humans , Immunohistochemistry , Male , Middle Aged , Papillomavirus Infections/virology , Polymerase Chain Reaction , Prognosis , Smokers/statistics & numerical data , United States
10.
Cancer Res Treat ; 51(1): 73-79, 2019 Jan.
Article in English | MEDLINE | ID: mdl-29510615

ABSTRACT

PURPOSE: The aim of this study is to evaluate the prognostic significance of paranasal sinus invasion for nasopharyngeal carcinoma (NPC) and its suitable position in the T classification. MATERIALS AND METHODS: The magnetic resonance imaging (MRI) scans of 695 patients with previously untreated, biopsy-proven, non-metastatic NPC that was treated with intensity-modulated radiotherapy (IMRT) were reviewed retrospectively. RESULTS: The incidence of paranasal sinus invasion was 39.4% (274 of 695 patients). Multivariate analysis showed that paranasal sinus invasion was an independent negative prognostic factor for local failure-free survival (LFFS) (p < 0.05). According to the eighth American Joint Committee on Cancer (AJCC) staging system, 275 patients were classified as T3 classification. Of these, 78 patients (28.4%) developed paranasal sinus invasion (T3b) and 197 (71.6%) didn't (T3a). The estimated 5-year LFFS and overall survival (OS) rates for the patients with T3b and T3a classification were 88.6% versus 95.0% (p=0.047), and 84.5% versus 93.3% (p=0.183), respectively. The estimated 5-year LFFS and OS rates for the patientswith T4 classificationwere 89.5% and 83.2%,whichwere similarwith the outcomes of patients with T3b classification. CONCLUSION: MRI-determined paranasal sinus invasion is an independent prognostic factor of NPC treated by IMRT. Paranasal sinus invasion is recommended to classify as T4 classification in the 8th AJCC staging system for NPC.


Subject(s)
Nasopharyngeal Carcinoma/radiotherapy , Nasopharyngeal Neoplasms/radiotherapy , Paranasal Sinus Neoplasms/epidemiology , Radiotherapy, Intensity-Modulated/methods , Dose Fractionation, Radiation , Female , Humans , Incidence , Magnetic Resonance Imaging , Male , Multivariate Analysis , Neoplasm Invasiveness , Neoplasm Staging , Paranasal Sinus Neoplasms/diagnostic imaging , Prognosis , Retrospective Studies , Survival Analysis , Treatment Outcome
11.
Chinese Journal of Oncology ; (12): 854-858, 2019.
Article in Chinese | WPRIM (Western Pacific) | ID: wpr-801332

ABSTRACT

Objective@#The current study aimed to evaluate the predictive performances of anatomic staging system (AS) and prognostic staging system (PS) proposed in the 8th edition American Joint Committee on Cancer (AJCC) staging manual in patients with pure mucinous breast cancer (PMBC).@*Methods@#Clinicopathologic features and follow-up information were collected from a total of 3628 patients with PMBC. Breast cancer-specific survival (BCSS) were compared among patients in different stage groups. Likelihood ratio (LR) χ2, Akaike information criterion (AIC) and Harrell′s concordance index (C-index) were used to evaluate the predictive performances of AS and PS in PMBC.@*Results@#In PMBC, BCSS was associated with tumor size (P=0.002), lymph node status (P=0.002), grade(P=0.003), PR status(P=0.017)and the receipt of radiation. Compared to AS, 1326 patients (37.54%) underwent stage change after applying PS, with 6.50% upstaged and 37.04% downstaged. There were significant differences in BCSS among patients of different stages under the AS and PS (P<0.001). However, PS was not superior to AS in predicting prognosis (AS vs PS, LR χ2: 16.41 vs 17.5; AIC: 357.44 vs 358.35; C-index, 0.72 vs 0.73, P=0.667).@*Conclusions@#Both of AS and PS proposed in the 8th edition American Joint Committee on Cancer (AJCC) staging manual were predictive factors in patients with PMBC. Compared with AS, the PS did not show superiority in prognosis prediction among patients with PMBC.

12.
Article in English | WPRIM (Western Pacific) | ID: wpr-719717

ABSTRACT

PURPOSE: The aim of this study is to evaluate the prognostic significance of paranasal sinus invasion for nasopharyngeal carcinoma (NPC) and its suitable position in the T classification. MATERIALS AND METHODS: The magnetic resonance imaging (MRI) scans of 695 patients with previously untreated, biopsy-proven, non-metastatic NPC that was treated with intensity-modulated radiotherapy (IMRT) were reviewed retrospectively. RESULTS: The incidence of paranasal sinus invasion was 39.4% (274 of 695 patients). Multivariate analysis showed that paranasal sinus invasion was an independent negative prognostic factor for local failure-free survival (LFFS) (p < 0.05). According to the eighth American Joint Committee on Cancer (AJCC) staging system, 275 patients were classified as T3 classification. Of these, 78 patients (28.4%) developed paranasal sinus invasion (T3b) and 197 (71.6%) didn't (T3a). The estimated 5-year LFFS and overall survival (OS) rates for the patients with T3b and T3a classification were 88.6% versus 95.0% (p=0.047), and 84.5% versus 93.3% (p=0.183), respectively. The estimated 5-year LFFS and OS rates for the patientswith T4 classificationwere 89.5% and 83.2%,whichwere similarwith the outcomes of patients with T3b classification. CONCLUSION: MRI-determined paranasal sinus invasion is an independent prognostic factor of NPC treated by IMRT. Paranasal sinus invasion is recommended to classify as T4 classification in the 8th AJCC staging system for NPC.


Subject(s)
Humans , Classification , Incidence , Joints , Magnetic Resonance Imaging , Multivariate Analysis , Paranasal Sinuses , Radiotherapy, Intensity-Modulated , Retrospective Studies
13.
Indian J Cancer ; 55(1): 4-8, 2018.
Article in English | MEDLINE | ID: mdl-30147086

ABSTRACT

The American Joint Committee on Cancer (AJCC) 8th edition marks a paradigm shift in the staging of head-and-neck cancers. It introduces several novel considerations into the staging of head-and-neck cancer, with distinct therapeutic ramifications, to stage and prognosticate patients better. In oral cancer, it introduces the depth of invasion as a determinant of T-stage. The nodal staging recommendations have also upstaged extranodal extension, which has been shown to be a high-risk adverse feature associated with worse survival. In oropharyngeal cancer, human papillomavirus (HPV) expression of tumors has been used to reclassify tumors into two separate entities, with distinct staging systems. For HPV-positive tumors, nodal staging has been divided into clinical staging and pathological staging, for better prognostication of HPV-positive diseases treated with surgery. In carcinoma of unknown primaries with cervical nodal metastasis, immunohistochemical staining of nodal tissue for HPV and Epstein-Barr virus has been recommended in all cases. These recommendations are based on a high-quality evidence aimed at personalizing cancer therapy to optimize outcomes while minimizing morbidity. The new recommendations address many of the shortcomings of the previous editions. The practice of oncology in India, however, is markedly different from that in the Western world. Majority of these recommendations are universal; however, some are likely to have hurdles in implementation in India.


Subject(s)
Carcinoma, Squamous Cell/pathology , Head and Neck Neoplasms/pathology , Neoplasm Staging , Oropharyngeal Neoplasms/pathology , Carcinoma, Squamous Cell/epidemiology , Carcinoma, Squamous Cell/virology , Head and Neck Neoplasms/epidemiology , Head and Neck Neoplasms/virology , Humans , India/epidemiology , Lymph Nodes/pathology , Neoplasm Metastasis , Oropharyngeal Neoplasms/epidemiology , Oropharyngeal Neoplasms/virology , Papillomaviridae/pathogenicity , Papillomavirus Infections/epidemiology , Papillomavirus Infections/pathology , Papillomavirus Infections/virology , Prognosis , Risk Factors
14.
J Cancer ; 8(14): 2765-2773, 2017.
Article in English | MEDLINE | ID: mdl-28928865

ABSTRACT

Purpose: It remains unclear whether the recently proposed 8th edition of the American Joint Committee on Cancer (AJCC) staging scheme for pancreatic ductal adenocarcinoma (PDAC) outperforms the 7th edition. We assessed the prognostic performance of both these schemes and performed recursive partitioning analysis (RPA) to objectively regroup the 7th and 8th AJCC stages and derive a refined staging scheme. Methods: We examined 8542 patients with resectable PDAC from the 2004-2012 Surveillance, Epidemiology, and End Results database. The dataset was randomly divided into training and validation sets. The performance of different staging schemes was evaluated in terms of prognostic stratification, discriminatory ability, and prognostic homogeneity. Results: The 7th and 8th T classifications showed prominent heterogeneity within each subcategory when assessed against each other in the case of node-negative disease. RPA divided resectable PDAC into RPA-IA (8th T1N0 limited to the pancreas), RPA-IB (8th T1N0 extending beyond the pancreas, or 8th T2-T3N0 limited to the pancreas), RPA-IIA (8th T2N0 extending beyond the pancreas, or 8th T1N1-N2), RPA-IIB (8th T3N0 extending beyond the pancreas, or 8th T2-T3N1), and RPA-III stages (8th T2-T3N2) (median survival in the training set: 47, 28, 20, 16, and 14 months, respectively; P < 0.001). The RPA staging scheme outperformed the 7th and 8th AJCC classifications in terms of prognostic stratification, discriminatory ability, and prognostic homogeneity for both the training and validation sets. Conclusions: The proposed RPA staging is a superior risk-stratified tool to the 7th and 8th AJCC classifications and is not substantially more complex.

15.
J Gastrointest Surg ; 21(10): 1591-1598, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28752402

ABSTRACT

BAKCGROUND: The recently proposed 8th American Joint Committee on Cancer (AJCC) staging for gastric cancer (GC) did not include the evaluated lymph node (ELN) count as a prognostic indicator. In this study, we performed recursive partitioning analysis (RPA) to objectively combine the 15-ELN threshold and 8th AJCC stage to refine the staging for GC. METHODS: We analyzed 19,018 patients with non-metastatic GC from the Surveillance, Epidemiology, and End Results database. The dataset was randomly divided into training and validation sets. RESULTS: For each 8th AJCC stage, survival was significantly better for patients with ≥15 ELNs versus those with <15 ELNs (P < 0.001 for all). RPA divided non-metastatic GC into seven stages: RPA-IA (8th AJCC IA with ≥15 ELNs), RPA-IB (IA with <15 ELNs and IB/IIA with ≥15 ELNs), RPA-IIA (IB with <15 ELNs and IIB with ≥15 ELNs), RPA-IIB (IIA with <15 ELNs and IIIA with ≥15 ELNs), RPA-IIIA (IIB with <15 ELNs), RPA-IIIB (IIIA with <15 ELNs and IIIB ≥15 ELNs), and RPA-IIIC (IIIB with <15 ELNs and IIIC). The corresponding 5-year survival rates were 84.1, 70.3, 52.8, 41.4, 32.9, 21.7, and 10.2%, respectively (P < 0.001 for all pairwise comparisons). The RPA staging outperformed the 8th AJCC staging in terms of discrimination and homogeneity among the SEER training and validation sets, as well as an independent Chinese cohort. CONCLUSION: By equipping the 8th AJCC stage with the 15-ELN threshold, the proposed RPA staging is superior to the 8th AJCC staging without overcomplicating.


Subject(s)
Lymph Nodes/pathology , Neoplasm Staging/methods , Stomach Neoplasms/mortality , Stomach Neoplasms/pathology , Adult , Aged , Aged, 80 and over , China/epidemiology , Cohort Studies , Female , Humans , Lymph Nodes/surgery , Male , Middle Aged , Prognosis , SEER Program , Survival Rate , United States/epidemiology
16.
Med Oncol ; 33(11): 122, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27730526

ABSTRACT

Previous studies of pancreatic ductal adenocarcinoma (PDAC) have demonstrated that the addition of tumor grade to the 7th American Joint Committee on Cancer (AJCC) staging can provide improved prognostication and that the recently proposed 8th edition AJCC staging exhibited superior reproducibility to the 7th edition in resectable PDAC. Thus, we aimed to combine tumor grade and 8th AJCC stage to develop a refined staging scheme for resectable PDAC. We analyzed 7719 patients with resectable PDAC from the 2004-2012 Surveillance, Epidemiology, and End Results database. We performed recursive partitioning analysis (RPA) to objectively incorporate tumor grade with 8th AJCC stage into a novel staging system. The performance of the proposed RPA staging was assessed against the 8th AJCC staging in terms of discriminatory ability and prognostic homogeneity. For each 8th AJCC stage, survival was significantly worse for high-grade versus low-grade tumors. RPA divided resectable PDAC into five stages: RPA-IA (low-grade T1N0), RPA-IB (high-grade T1N0 or low-grade T2N0), RPA-IIA (high-grade T2N0 or low-grade T3N0/T1-T3N1), RPA-IIB (high-grade T3N0/T1-T3N1 or low-grade T1-T3N2), and RPA-III (high-grade T1-T3N2; median survival: 42, 26, 19, 15, and 12 months, respectively; P < 0.001). The RPA staging outperformed the 8th AJCC classifications in terms of discrimination (concordance index, 0.585 versus 0.565; P < 0.001) and prognostic homogeneity. Tumor grade can provide additional prognostic information to the 8th AJCC staging. The proposed RPA staging is a superior risk-stratified tool to the 8th AJCC staging and is not substantially more complex.


Subject(s)
Carcinoma, Pancreatic Ductal/pathology , Neoplasm Staging/methods , Pancreatic Neoplasms/pathology , Aged , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/surgery , Female , Humans , Male , Middle Aged , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/surgery , Prognosis
17.
Cancer ; 120 Suppl 23: 3758-70, 2014 Dec 01.
Article in English | MEDLINE | ID: mdl-25412388

ABSTRACT

BACKGROUND: Version 2 of the Collaborative Stage Data Collection System (CSv2) became effective with cases diagnosed in 2010. This report focuses on the CSv2 components required to derive the American Joint Committee on Cancer (AJCC) stage for prostate cancer and on the site-specific factors for prostate cancer captured in CSv2. The report also highlights differences between the AJCC 6th and 7th editions for classifying prostate cancer stage. METHODS: Data from 18 Surveillance, Epidemiology, and End Results (SEER) Program population-based registries (SEER-18) were analyzed for the years 2004-2010, which included 400,591 prostate cancer cases. RESULTS: CSv2 provides specificity with regard to the Gleason grading system by distinguishing between clinical and pathologic patterns and scores. The AJCC 7th edition incorporates prostate-specific antigen values into staging, subdivides stage II into IIA and IIB, and reclassifies extraprostatic invasion with microscopic bladder neck invasion from T4 in the 6th edition to T3a; this latter change affected the AJCC stage of 283 cases in 2010. Of the 44,578 prostate cancer cases diagnosed in 2010 that would have been classified as stage II in the AJCC 6th edition, 32.7%, 27.5%, and 39.8% are classified as stages I, IIA, and IIB, respectively, in the 7th edition. CONCLUSIONS: CSv2 provides more information than was previously available to researchers using SEER prostate data. The absence of a clearly defined clinical stage for each prostate case is the overriding limitation that researchers face in relying on Collaborative Stage information to analyze prostate cancer data.


Subject(s)
Adenocarcinoma/pathology , Carcinoid Tumor/pathology , Carcinosarcoma/pathology , Lymph Nodes/pathology , Mixed Tumor, Mullerian/pathology , Prostatic Neoplasms/pathology , Adenocarcinoma/blood , Carcinoid Tumor/blood , Carcinoma/blood , Carcinoma/pathology , Carcinosarcoma/blood , Cohort Studies , Humans , Kallikreins/blood , Male , Mixed Tumor, Mullerian/blood , Neoplasm Grading , Neoplasm Staging/trends , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Retrospective Studies , SEER Program , Tumor Burden
18.
Head Neck ; 36(9): 1233-40, 2014 Sep.
Article in English | MEDLINE | ID: mdl-23913653

ABSTRACT

BACKGROUND: The current American Joint Committee on Cancer (AJCC) staging system may not accurately reflect survival in patients with human papillomavirus (HPV)-positive oropharyngeal squamous cell carcinoma (SCC). The purpose of this study was to develop a system that more precisely predicts survival. METHODS: CT scans from 156 patients who underwent chemoradiation for advanced-stage oropharyngeal SCC with >2 years follow-up were reviewed. We modeled patterns of nodal metastasis associated with different survival rates. We defined HPV+ N1 as a single node <6 cm, ipsilaterally, contralaterally, or bilaterally. HPV+ N2 was defined as a single node ≥6 cm or ≥2 nodes ipsilaterally/contralaterally or ≥3 nodes bilaterally. HPV+ N3 was defined as matted nodes. RESULTS: There was no significant difference in disease-specific survival (DSS; p = .14) or overall survival (OS; p = .16) by AJCC classification. In patients grouped by HPV+ N1, HPV+ N2, and HPV+ N3 nodal classification, significant differences in DSS (100%, 92%, and 55%, respectively; p = .0001) and OS (100%, 96%, and 55%, respectively; p = .0001) were found. CONCLUSION: A staging system with reclassification of size, bilaterality, and matted nodes more accurately reflects survival differences in this cohort of patients. Review of the AJCC staging system with these criteria should be considered for HPV-positive oropharyngeal SCC.


Subject(s)
Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/secondary , Lymph Nodes/pathology , Oropharyngeal Neoplasms/mortality , Oropharyngeal Neoplasms/pathology , Papillomavirus Infections/mortality , Papillomavirus Infections/pathology , Carcinoma, Squamous Cell/virology , Cohort Studies , Female , Humans , Lymphatic Metastasis , Male , Middle Aged , Neoplasm Staging/methods , Oropharyngeal Neoplasms/virology , Prognosis , Survival Rate
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