Derivation and validation of a predictive model for advanced colorectal neoplasia in asymptomatic adults

Gut ◽  
2020 ◽  
pp. gutjnl-2020-321698
Author(s):  
Thomas F Imperiale ◽  
Patrick O Monahan ◽  
Timothy E Stump ◽  
David F Ransohoff

ObjectiveKnowing risk for advanced colorectal neoplasia (AN) could help patients and providers choose among screening tests, improving screening efficiency and uptake. We created a risk prediction model for AN to help decide which test might be preferred, a use not considered for existing models.DesignAverage-risk 50-to-80-year olds undergoing first-time screening colonoscopy were recruited from endoscopy units in Indiana. We measured sociodemographic and physical features, medical and family history and lifestyle factors and linked these to the most advanced finding. We derived a risk equation on two-thirds of the sample and assigned points to each variable to create a risk score. Scores with comparable risks were collapsed into risk categories. The model and score were tested on the remaining sample.ResultsAmong 3025 subjects in the derivation set (mean age 57.3 (6.5) years; 52% women), AN prevalence was 9.4%. The 13-variable model (c-statistic=0.77) produced three risk groups with AN risks of 1.5% (95% CI 0.72% to 2.74%), 7.06% (CI 5.89% to 8.38%) and 27.26% (CI 23.47% to 31.30%) in low-risk, intermediate-risk and high-risk groups (p value <0.001), containing 23%, 59% and 18% of subjects, respectively. In the validation set of 1475 subjects (AN prevalence of 8.4%), model performance was comparable (c-statistic=0.78), with AN risks of 2.73% (CI 1.25% to 5.11%), 5.57% (CI 4.12% to 7.34%) and 25.79% (CI 20.51% to 31.66%) in low-risk, intermediate-risk and high-risk subgroups, respectively (p<0.001), containing proportions of 23%, 59% and 18%.ConclusionAmong average-risk persons, this model estimates AN risk with high discrimination, identifying a lower risk subgroup that may be screened non-invasively and a higher risk subgroup for which colonoscopy may be preferred. The model could help guide patient–provider discussions of screening options, may increase screening adherence and conserve colonoscopy resources.

2018 ◽  
Vol 36 (4_suppl) ◽  
pp. 578-578
Author(s):  
Eduardo Negrete Carballo ◽  
Fidel David Huitzil Melendez

578 Background: Colorectal cancer (CRC) is the third most common cancer in the world. There is strong evidence that screening for colorectal cancer improves survival in conutries with high incidence. Although Mexico is considered a country with a low incidence of CRC, 4694 potentially preventable deaths occur every year. There is no established CRC screening program in our country, risk stratification of the target populations to be screened may bring potential advantages, making the strategy more cost-effective. The Asia-Pacific Colorectal Screening (APCS) score, is a validated risk-stratification tool that helps identify individuals at risk for advanced colorectal neoplasm amongst the asymptomatic population. Methods: We performed a retrospective, cross-sectional analysis of database records from 1172 patients who underwent screening colonoscopy betwen january 2013 and november 2014. Results: The prevalence of advanced colorectal neoplasia was 2.9%. Applying the APCS stratification, 91 subjects (7.8%) were in the average risk tier, 849 subjects (72.4%) in the moderate risk tier and 232 (19.8%) subjects in the high risk tier. The prevalence of advanced neoplasia in the average risk, moderate risk and high risk groups was 0%, 2.6% and 5.1%, respectively. The subjects in the high risk tier had 2.21-fold (p = 0.021) increased prevalence of advanced neoplasia than those in the average-moderate tier. Conclusions: The APCS score is a simple risk stratification index for colorectal advanced neoplasm that uses elementary clinical information on age, gender, family history and smoking to stratify the risk of colorectal advanced neoplasm in asymptomatic subjects for priority of colorectal screening.


2020 ◽  
Author(s):  
Mo Chen ◽  
Tian-en Li ◽  
Pei-zhun Du ◽  
Junjie Pan ◽  
Zheng Wang ◽  
...  

Abstract Background and aims: In this research, we aimed to construct a risk classification model to predict overall survival (OS) and locoregional surgery benefit in colorectal cancer (CRC) patients with distant metastasis.Methods: We selected a cohort consisting of 12741 CRC patients diagnosed with distant metastasis between 2010 and 2014, from the Surveillance, Epidemiology and End Results (SEER) database. Patients were randomly assigned into training group and validation group at the ratio of 2:1. Univariable and multivariable Cox regression models were applied to screen independent prognostic factors. A nomogram was constructed and assessed by the Harrell’s concordance index (C-index) and calibration plots. A novel risk classification model was further established based on the nomogram.Results: Ultimately 12 independent risk factors including race, age, marriage, tumor site, tumor size, grade, T stage, N stage, bone metastasis, brain metastasis, lung metastasis and liver metastasis were identified and adopted in the nomogram. The C-indexes of training and validation groups were 0.77 (95% confidence interval [CI] 0.73-0.81) and 0.75 (95% CI 0.72-0.78), respectively. The risk classification model stratified patients into three risk groups (low-, intermediate- and high-risk) with divergent median OS (low-risk: 36.0 months, 95% CI 34.1-37.9; intermediate-risk: 18.0 months, 95% CI 17.4-18.6; high-risk: 6.0 months, 95% CI 5.3-6.7). Locoregional therapies including surgery and radiotherapy could prognostically benefit patients in the low-risk group (surgery: hazard ratio [HR] 0.59, 95% CI 0.50-0.71; radiotherapy: HR 0.84, 95% CI 0.72-0.98) and intermediate risk group (surgery: HR 0.61, 95% CI 0.54-0.68; radiotherapy: HR 0.86, 95% CI 0.77-0.95), but not in the high-risk group (surgery: HR 1.03, 95% CI 0.82-1.29; radiotherapy: HR 1.03, 95% CI 0.81-1.31). And all risk groups could benefit from systemic therapy (low-risk: HR 0.68, 95% CI 0.58-0.80; intermediate-risk: HR 0.50, 95% CI 0.47-0.54; high-risk: HR 0.46, 95% CI 0.40-0.53).Conclusion: A novel risk classification model predicting prognosis and locoregional surgery benefit of CRC patients with distant metastasis was established and validated. This predictive model could be further utilized by physicians and be of great significance for medical practice.


Gut ◽  
2018 ◽  
Vol 68 (4) ◽  
pp. 615-622 ◽  
Author(s):  
Joren R ten Hove ◽  
Shailja C Shah ◽  
Seth R Shaffer ◽  
Charles N Bernstein ◽  
Daniel Castaneda ◽  
...  

ObjectivesSurveillance colonoscopy is thought to prevent colorectal cancer (CRC) in patients with long-standing colonic IBD, but data regarding the frequency of surveillance and the findings thereof are lacking. Our aim was to determine whether consecutive negative surveillance colonoscopies adequately predict low neoplastic risk.DesignA multicentre, multinational database of patients with long-standing IBD colitis without high-risk features and undergoing regular CRC surveillance was constructed. A ‘negative’ surveillance colonoscopy was predefined as a technically adequate procedure having no postinflammatory polyps, no strictures, no endoscopic disease activity and no evidence of neoplasia; a ‘positive’ colonoscopy was a technically adequate procedure that included at least one of these criteria. The primary endpoint was advanced colorectal neoplasia (aCRN), defined as high-grade dysplasia or CRC.ResultsOf 775 patients with long-standing IBD colitis, 44% (n=340) had >1 negative colonoscopy. Patients with consecutive negative surveillance colonoscopies were compared with those who had at least one positive colonoscopy. Both groups had similar demographics, disease-related characteristics, number of surveillance colonoscopies and time intervals between colonoscopies. No aCRN occurred in those with consecutive negative surveillance, compared with an incidence rate of 0.29 to 0.76/100 patient-years (P=0.02) in those having >1 positive colonoscopy on follow-up of 6.1 (P25–P75: 4.6–8.2) years after the index procedure.ConclusionWithin this large surveillance cohort of patients with colonic IBD and no additional high-risk features, having two consecutive negative colonoscopies predicted a very low risk of aCRN occurrence on follow-up. Our findings suggest that longer surveillance intervals in this selected population may be safe.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 534-534
Author(s):  
Natasha Catherine Edwin ◽  
Jesse Keller ◽  
Suhong Luo ◽  
Kenneth R Carson ◽  
Brian F. Gage ◽  
...  

Abstract Background Patients with multiple myeloma (MM) have a 9-fold increased risk of developing venous thromboembolism (VTE). Current guidelines recommend pharmacologic thromboprophylaxis in patients with MM receiving an immunomodulatory agent in the presence of additional VTE risk factors (NCCN 2015, ASCO 2014, ACCP 2012). However, putative risk factors vary across guidelines and no validated VTE risk tool exists for MM. Khorana et al. developed a VTE risk score in patients with solid organ malignancies and lymphoma (Blood, 2008). We sought to apply the Khorana et al. score in a population with MM. Methods We identified patients diagnosed with MM within the Veterans Health Administration (VHA) between September 1, 1999 and December 31, 2009 using the International Classification of Diseases (ICD)-03 code 9732/3. We followed the cohort through October 2014. To eliminate patients with monoclonal gammopathy of undetermined significance and smoldering myeloma, we excluded patients who did not receive MM-directed therapy within 6 months of diagnosis. We also excluded patients who did not have data for hemoglobin (HGB), platelet (PLT) count, white blood count (WBC), height and weight, as these are all variables included in the Khorana et al. risk model. Height and weight were assessed within one month of diagnosis and used to calculate body mass index (BMI). We measured HGB, PLT count, and WBC count prior to treatment initiation: within two months of MM diagnosis. A previously validated algorithm, using a combination of ICD-9 code for VTE plus pharmacologic treatment for VTE or IVC filter placement, identified patients with incident VTE after MM diagnosis (Thromb Res, 2015). The study was approved by the Saint Louis VHA Medical Center and Washington University School of Medicine institutional review boards. We calculated VTE risk using the Khorana et al. score: We assigned 1 point each for: PLT ≥ 350,000/μl, HGB < 10 g/dl, WBC > 11,000/μl, and BMI ≥ 35 kg/m2. Patients with 0 points were at low-risk, 1-2 points were considered intermediate-risk and ≥3 points were termed high-risk for VTE. We assessed the relationship between risk-group and development of VTE using logistic regression at 3- and 6-months. We tested model discrimination using the area under the receiver operating characteristic curve (concordance statistic, c) with a c-statistic range of 0.5 (no discriminative ability) to 1.0 (perfect discriminative ability). Results We identified 1,520 patients with MM: 16 were high-risk, 802 intermediate-risk, and 702 low-risk for VTE using the scoring system in the Khorana et al. score. At 3-months of follow-up, a total of 76 patients developed VTE: 27 in the low-risk group, 48 in the intermediate-risk group, and 1 in the high-risk group. At 6-months of follow-up there were 103 incident VTEs: 41 in the low-risk group, 61 in the intermediate-risk group, and 1 in the high-risk group. There was no significant difference between risk of VTE in the high- or intermediate-risk groups versus the low-risk group (Table 1). The c-statistic was 0.56 at 3-months and 0.53 at 6-months (Figure 1). Conclusion Previously, the Khorana score was developed and validated to predict VTE in patients with solid tumors. It was not a strong predictor of VTE risk in MM. There is a need for development of a risk prediction model in patients with MM. Figure 1. Figure 1. Disclosures Carson: American Cancer Society: Research Funding. Gage:National Heart, Lung and Blood Institute: Research Funding. Kuderer:Janssen Scientific Affairs, LLC: Consultancy, Honoraria. Sanfilippo:National Heart, Lung and Blood Institute: Research Funding.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. 555-555
Author(s):  
Dennis Sgroi ◽  
Yi Zhang ◽  
Catherine A. Schnabel

555 Background: Identification of N+ breast cancer patients with a limited risk of recurrence improves selection of those for which chemotherapy and/or extended endocrine therapy (EET) may be most appropriate to reduce overtreatment. BCIN+ integrates gene expression with tumor size and grade, and is highly prognostic for overall (0-10yr) and late (5-10yr) distant recurrence (DR) in N1 patients. Clinical Treatment Score post-5-years (CTS5) is a prognostic model based on clinicopathological factors (nodes, age, tumor size and grade) and significantly prognostic for late DR. The current analysis compares BCIN+ and CTS5 for risk of late DR in N1 patients. Methods: 349 women with HR+, N1 disease and recurrence-free for ≥5 years were included. BCIN+ results were determined blinded to clinical outcome. CTS5 was calculated as previously described (Dowsett et al, JCO 2018; 36:1941). Kaplan-Meier analysis and Cox proportional hazards regression for late DR (5-15y) were evaluated. Results: 64% of patients were > 50 years old, 34% with tumors > 2cm, 79% received adjuvant chemotherapy and 64% received up to 5 years of ET. BCIN+ stratified 23% of patients as low-risk with 1.3% risk for late DR vs those classified as high-risk with 16.1% [HR 12.4 (1.7-90.4), p = 0.0014]. CTS5 classified patients into 3 risk groups: 29% of patients as low-risk (4.2% DR), 37% as intermediate-risk (10.6% DR), and 34% as high-risk (22.1% DR) [HR intermediate vs. low: 2.3 (0.7-7.0), p = 0.16; high vs. low: 5.3 (1.8-15.5), p = 0.002]. In a subset of patients who completed 5 years of ET (N = 223), BCIN+ identified 22% of patients as low-risk with a late DR rate of 2.1%, while CTS5 identified 29% and 37% of patients as low- and intermediate-risk with late DR rates of 5.2% and 10.3%, respectively. Conclusions: BCIN+ classified N1 patients into binary risk groups and identified 20% patients with limited risk of late DR ( < 2%) that may be advised to forego EET and its attendant toxicities/side effects. In comparison, CTS5 classified patients into 3 risk groups, with low- and intermediate-risk of late DR of 4-5% and 10%, wherein the risk-benefit profile for extension of endocrine therapy is less clear.


2015 ◽  
Vol 72 (6) ◽  
pp. 483-488
Author(s):  
Olivera Simonovic ◽  
Lana Macukanovic-Golubovic ◽  
Bosko Andjelic ◽  
Darko Antic ◽  
Biljana Mihaljevic

Background/Aim. Follicular lymphoma (FL) is a B-cell tumor usually with indolent clinical course, yet in some cases the course of the disease can be very aggressive. The aim of the re-search was to determine distribution of patients into prognostic groups based on the International Prognostic Index (IPI) and Folicular Lymphoma International Prognostic Index (FLIPI) criteria, as well as to determine the importance of classifying patients into the prognostic groups, since this could potentially have the influence on selection of the treatment modality. Methods. The retrospective study was performed on 257 patients with follicular lymphoma diagnosed between January 2000 and April 2011. Results. Based on the IPI score, 153 (59.53%) patients had low risk, 57 (22.18%) low intermediate risk, 15 (5.84%) high intermediate risk, 9 (3.50%) high risk, whereas the classification of 23 patients diagnosed with FL remained with unknown risk according to the IPI. Based on the FLIPI prognostic index, 113 (43.97%) patients had low risk, 70 (27.24%) intermediate risk and 51 (19.84%) high risk, whereas the classification of 23 (8.95%) patients remained unknown. On the basis of the FLIPI 2 prognostic index, 48 (18.68%) patients had low risk, 145 (56.42%) intermediate risk and 41 (15.95%) high risk. The classification into prognostic groups for 23 (8.95%) patients remained unknown. According to the IPI, FLIPI and FLIPI 2 there were the patients that required treatment in all the risk groups. Conclusion. The FLIPI and FLIPI 2 effectively identify patients at high risk, thus helping in treatment decision for each single patient.


Blood ◽  
2021 ◽  
Vol 138 (Supplement 1) ◽  
pp. 3544-3544
Author(s):  
Tingyu Wang ◽  
Ru Li ◽  
Rui Lv ◽  
Ying Yu ◽  
Jiawen Chen ◽  
...  

Abstract Background Follicular lymphoma (FL) is an incurable indolent disease with a heterogeneous course. The Follicular Lymphoma International Prognostic Index (FLIPI) is the most commonly used prognostic system to predict survival. Rituximab-based immunochemotherapy is now the standard choice for the first-line therapy of FL, followed by rituximab maintenance (RM) in patients with response, which prolongs the progression-free survival (PFS). However, the role of RM in different FLIPI risk groups has never been studied as we know. In this study, we aimed to illustrate the effect of RM in FLIPI risk groups. Methods Newly diagnosed FL patients at our center were enrolled in this analysis. All the patients received the rituximab-based chemoimmunotherapy induction regimens. Response assessments were determined according to Lugano's 2014 criteria. Patients who didn't respond to induction were excluded. Categorical variables were compared using Fisher's exact test. Overall survival (OS) and progression-free survival (PFS) were estimated using the Kaplan-Meier method and compared with the log-rank test. Results From May 2003 to September 2020, 203 newly diagnosed FL were included. 192 patients (95.0%) achieved remission (complete response, CR/partial response, PR) after immunochemotherapy induction, of whom 96 patients continued rituximab maintenance therapies every 3 months for 1-2 years (RM group) (median 7 times,range 4 to 12). 96 patients received no maintenance or fewer than 4 times (control group) (median 0 times, range 0-3). There were no significant differences in baseline characteristics other than the Ann Arbor stage and pathological grade. The RM group patients were more likely to be at low grade (71.8% vs 54.9%, P = 0.042) and advanced stage (90.6% vs 78.7% , P = 0.027) (Table 1). After a median follow-up of 36.4 months (95% confidence interval [CI], 32.2 to 40.6), median OS and PFS were not reached. The 5-year OS rates and PFS rates were 95.1% (95%CI, 90.2%-100%) and 83.0% (95%CI, 75%-91%)(Fig 1). And RM significantly prolonged the PFS, with 5-year PFS rates 92.2% (95%CI, 85.1%-99.3%) and 70.3%(95%CI, 55%-85.6%) (P = 0.0003) (Fig 2). According to FLIPI risk stratification, patients were classified into low-risk, intermediate-risk, and high-risk groups. The 5-year PFS rates were 97.7% (95%CI, 93.2%-100%), 84.7% (95%CI, 70.4%-99%), and 67.8% (95%CI, 49%-86.6%), respectively (Fig 3). For low-risk patients, there was no significant difference in PFS for the RM group vs the control group. However, for both intermediate risk and high-risk patients, PFS was significantly longer in the RM group compared to the control group (P &lt; 0.0001). The PFS rates at 5 years in intermediate-risk patients were 100% and 77.8% (95%CI, 40.8%-92.6%), for the RM group vs control group, high risk 76.4% (95%CI, 54.3%-98.5%), and 54.9% (95%CI, 21.6%-88.2%), respectively (Fig 4). Conclusion Standard rituximab maintenance significantly prolongs progression-free survival in FLIPI intermediate risk and high-risk patients with FL, but not in the FLIPI low risk group. Figure 1 Figure 1. Disclosures Wang: AbbVie: Consultancy; Astellas Pharma, Inc.: Research Funding.


2019 ◽  
Vol 37 (15_suppl) ◽  
pp. e15158-e15158
Author(s):  
Vanessa Rosas Camargo ◽  
Edgar Omar Martos Armendariz ◽  
Mauricio Rivera Aguilar ◽  
Jorge Humberto Hernandez-Felix ◽  
Monica Lily Cordon ◽  
...  

e15158 Background: General population screening can reduce colorectal cancer (CRC) mortality. International guidelines recommend CRC screening for asymptomatic people over 50 years. There is no established national screening program in Mexico. Even in countries with low incidence of CRC such as Mexico, targeted screening of subjects at high risk could decrease resource utilization and cost. Our aim was to describe the distribution among an average-risk population based on risk for colorectal neoplasia (CRN). Methods: We performed a prospective assessment of the risk for CRN among asymptomatic people over 50 years at Instituto Nacional de Ciencias Médicas y Nutrición between 2017-2018. The inclusion was competitive consistent with our age-sex pyramid. We included workers, non-family attendants and patients (internal medicine consultation). Each subject answered a standardized questionnaire, which included information on their age, gender, family history of CRC, diabetes, body mass index (BMI), smoking status and drinking habits. In order to stratify the population according to their risk for CRN, we used the Asia-Pacific Colorectal Screening (APCS) score. Results: We included 256 subjects. Median age was 59 y/o (50-93), 52% were female. 5% had a first-degree relative with CRC. 44% were current or ex-smoker and 9% reported alcohol consumption. 21% had diabetes. The median BMI was 27.3 (17-51). According to the APCS score, 60% were assigned as average risk (AR) and 40% as high risk (HR) for CRN. We observed a higher proportion of HR compared to our previous retrospective data (Table). Conclusions: We prospectively confirmed that using basic clinical information (age, gender, smoking status, family history of CRC, BMI and diabetes), it is possible to identify a subset of asymptomatic subjects at high risk for CRN in whom screening strategies should be prioritized. In developing countries with limited resources, a focus on high risk groups could improve cost effectiveness of screening colonoscopy. Risk stratification based on APCS score. [Table: see text]


2020 ◽  

Purpose: The history, electrocardiogram, age, risk factor, and troponin (HEART) score have not yet been adopted in the emergency department (ED) in South Korea. We aimed to investigate whether patients with low HEART scores have a low risk of coronary angiography (CAG) results. Methods: Patients with chest pain with a possible cardiac etiology in the ED were included. Patients were divided into low-risk (0 – 3), intermediate-risk (4 – 6), and high-risk (7 – 9) groups according to the HEART score. We analysed the CAG results of the included patients. CAG results were divided into four grades: Grade I, > 70%; Grade II, > 50%; Grade III, 10% – 50%; and Grade IV, < 10%of stenosis. The occurrence of a major adverse cardiac event (MACE) within 28 days was also investigated. Results: The study included 787 patients, of whom 458, 262, and 67 were included in the low-risk, intermediate-risk, and high-risk groups, respectively. A total of 118 cases of MACE occurred (average: 0.15 MACE/patient). MACE incidence was lower in the low-risk HEART score group than in the intermediate-risk and high-risk groups (0.4% vs. 22.1% and 86.6%, p < 0.001). The CAG results of the admitted patients with a low-risk HEART score were as follows: Grade I, 6.1%; Grade II, 3.0%; Grade III, 27.3%; and Grade IV, 63.6%. Conclusions: Patients with a low HEART score visiting the ED in Korea had a low risk in CAG results and a low probability of developing MACE. The successful utilization of the HEART score appears to be a rational approach that may avoid unnecessary testing in chest pain patients presenting to the ED.


2020 ◽  
Author(s):  
Yu-juan Xue ◽  
Pan Suo ◽  
Yi-fei Cheng ◽  
Ai-dong Lu ◽  
Yu Wang ◽  
...  

Abstract Background: FAB-M4 and M5 are unique subgroups of pediatric acute myeloid leukemia. However, for these patients, few studies have demonstrated the clinical and biological characteristics and efficacy of hematopoietic stem cell transplantation (HSCT), and especially haplo-HSCT. Procedure: We retrospectively evaluated the outcomes of 70 children with FAB-M4/M5 enrolled in our center from January 2013 to December 2017. Results: Of the patients, 32, 23, and 15 were in low-risk, intermediate-risk, and high-risk groups, respectively. T(16;16), inv16/CBFB-MYH11 was the most frequent cytogenetic abnormality. Among detected genetic alterations, WT1 was mutated at the highest frequency, followed by FLT3-ITD, NPM1, and CEBPA. Thirty-three patients received HSCT (haplo-HSCT = 30), of which four, 18, and 11 were in low-risk, intermediate-risk, and high-risk groups, respectively. For all patients, the 3-year overall survival (OS), event-free survival (EFS), and cumulative incidence of relapse (CIR) were 85.3 ± 4.3%, 69.0 ± 5.7%, and 27.9 ± 5.2%, respectively. By multivariate analysis, low-risk stratification predicted superior OS, EFS, and PLT ≤ 50 × 109/L at diagnosis, with FLT3-ITD mutations predicting higher CIR and poorer EFS. In intermediate- and high-risk groups, HSCT was independently associated with higher EFS and lower CIR. With a median post-transplant observation time of 30.0 months, the 3-year OS, EFS, CIR, and non-relapse mortality in the haplo-HSCT group were 74.2 ± 8.6%, 68.3 ± 8.9, 24.6 ± 7.6%, and 6.6 ± 4.1%, respectively. Conclusions: Risk-oriented treatment is important for pediatric FAB-M4/M5. For intermediate- and high-risk groups, HSCT significantly improved survival and haplo-HSCT might be a viable alternative approach.


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