54 research outputs found
Recurrence-Free Survival Prediction for Anal Squamous Cell Carcinoma Chemoradiotherapy using Planning CT-based Radiomics Model
Objectives: Approximately 30% of non-metastatic anal squamous cell carcinoma
(ASCC) patients will experience recurrence after chemoradiotherapy (CRT), and
currently available clinical variables are poor predictors of treatment
response. We aimed to develop a model leveraging information extracted from
radiation pretreatment planning CT to predict recurrence-free survival (RFS) in
ASCC patients after CRT. Methods: Radiomics features were extracted from
planning CT images of 96 ASCC patients. Following pre-feature selection, the
optimal feature set was selected via step-forward feature selection with a
multivariate Cox proportional hazard model. The RFS prediction was generated
from a radiomics-clinical combined model based on an optimal feature set with
five repeats of five-fold cross validation. The risk stratification ability of
the proposed model was evaluated with Kaplan-Meier analysis. Results: Shape-
and texture-based radiomics features significantly predicted RFS. Compared to a
clinical-only model, radiomics-clinical combined model achieves better
performance in the testing cohort with higher C-index (0.80 vs 0.73) and AUC
(0.84 vs 0.79 for 1-year RFS, 0.84 vs 0.78 for 2-year RFS, and 0.86 vs 0.83 for
3-year RFS), leading to distinctive high- and low-risk of recurrence groups
(p<0.001). Conclusions: A treatment planning CT based radiomics and clinical
combined model had improved prognostic performance in predicting RFS for ASCC
patients treated with CRT as compared to a model using clinical features only
Persistent Disparities in Colorectal Cancer Screening: a Tell-Tale Sign For Implementing New Guidelines in Younger adults
BACKGROUND: In May 2021, the U.S. Preventive Services Task Force began recommending initiating colorectal cancer screening at age 45 (vs. 50) years.
METHODS: We estimated prevalence of colorectal cancer screening (by colonoscopy, sigmoidoscopy, CT colonography, or stool-based tests) in adults ages 50 to 75 years using data from the National Health Interview Survey in 2000, 2003, 2005, 2008, 2010, 2013, 2015, and 2018. For each survey year, we estimated prevalence by age, race/ethnicity, educational attainment, family income, and health insurance. We also compared increases in prevalence of screening from 2000 to 2018 in 5-year age groups (50-54, 55-59, 60-64, 65-69, and 70-75 years).
RESULTS: Overall, prevalence of colorectal cancer screening increased from 36.7% in 2000 to 66.1% in 2018. Screening prevalence in 2018 was lowest for age 50 to 54 years (47.6%), Hispanics (56.5%), Asians (57.1%), and participants with less than a high school degree (53.6%), from low-income families (56.6%), or without insurance (39.7%). Increases in prevalence over time differed by five-year age group. For example, prevalence increased from 28.2% in 2000 to 47.6% in 2018 (+19.4%; 95% CI, 13.1-25.6) for age 50 to 54 years but from 46.4% to 78.0% (+31.6%; 95% CI, 25.4%-37.7%) for age 70 to 75 years. This pattern was consistent across race/ethnicity, educational attainment, family income, and health insurance.
CONCLUSIONS: Prevalence of colorectal cancer screening remains low in adults ages 50 to 54 years.
IMPACT: As new guidelines are implemented, care must be taken to ensure screening benefits are realized equally by all population groups, particularly newly eligible adults ages 45 to 49 years. See related commentary by Brawley, p. 1671
Prostate cancer incidence across stage, NCCN risk groups, and age before and after USPSTF Grade D recommendations against prostateâ specific antigen screening in 2012
Peer Reviewedhttps://deepblue.lib.umich.edu/bitstream/2027.42/153721/1/cncr32604.pdfhttps://deepblue.lib.umich.edu/bitstream/2027.42/153721/2/cncr32604_am.pd
Conservative management of lowâ risk prostate cancer among young versus older men in the United States: Trends and outcomes from a novel national database
Peer Reviewedhttps://deepblue.lib.umich.edu/bitstream/2027.42/151903/1/cncr32332.pdfhttps://deepblue.lib.umich.edu/bitstream/2027.42/151903/2/cncr32332_am.pd
Local Control Following Stereotactic Body Radiation Therapy for Liver Oligometastases: Lessons from a Quarter Century
The utilization of stereotactic body radiation therapy for the treatment of liver metastasis has been widely studied and has demonstrated favorable local control outcomes. However, several predictive factors play a crucial role in the efficacy of stereotactic body radiation therapy, such as the number and size (volume) of metastatic liver lesions, the primary tumor site (histology), molecular biomarkers (e.g., KRAS and TP53 mutation), the use of systemic therapy prior to SBRT, the radiation dose, and the use of advanced technology and organ motion management during SBRT. These prognostic factors need to be considered when clinical trials are designed to evaluate the efficacy of SBRT for liver metastases
The burden of respiratory infections among older adults in long-term care:a systematic review
BACKGROUND: Respiratory infections among older adults in long-term care facilities (LTCFs) are a major global concern, yet a rigorous systematic synthesis of the literature on the burden of respiratory infections in the LTCF setting is lacking. To address the critical need for evidence regarding the global burden of respiratory infections in LTCFs, we assessed the burden of respiratory infections in LTCFs through a systematic review of the published literature. METHODS: We identified articles published between April 1964 and March 2019 through searches of PubMed (MEDLINE), EMBASE, and the Cochrane Library. Experimental and observational studies published in English that included adults aged ≥60 residing in LTCFs who were unvaccinated (to identify the natural infection burden), and that reported measures of occurrence for influenza, respiratory syncytial virus (RSV), or pneumonia were included. Disagreements about article inclusion were discussed and articles were included based on consensus. Data on study design, population, and findings were extracted from each article. Findings were synthesized qualitatively. RESULTS: A total of 1451 articles were screened for eligibility, 345 were selected for full-text review, and 26 were included. Study population mean ages ranged from 70.8 to 90.1 years. Three (12%) studies reported influenza estimates, 7 (27%) RSV, and 16 (62%) pneumonia. Eighteen (69%) studies reported incidence estimates, 7 (27%) prevalence estimates, and 1 (4%) both. Seven (27%) studies reported outbreaks. Respiratory infection incidence estimates ranged from 1.1 to 85.2% and prevalence estimates ranging from 1.4 to 55.8%. Influenza incidences ranged from 5.9 to 85.2%. RSV incidence proportions ranged from 1.1 to 13.5%. Pneumonia prevalence proportions ranged from 1.4 to 55.8% while incidence proportions ranged from 4.8 to 41.2%. CONCLUSIONS: The reported incidence and prevalence estimates of respiratory infections among older LTCF residents varied widely between published studies. The wide range of estimates offers little useful guidance for decision-making to decrease respiratory infection burden. Large, well-designed epidemiologic studies are therefore still necessary to credibly quantify the burden of respiratory infections among older adults in LTCFs, which will ultimately help inform future surveillance and intervention efforts
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The Use of e-Cigarettes in Patients With Cancer—A Double Shipwreck—In Reply
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Psychological distress and cognition among long-term survivors of adolescent and young adult cancer in the USA
Patients diagnosed with cancer as adolescent and young adult (AYA) are at risk for a range of long-term psychosocial sequelae, which have been poorly studied. We sought to characterize the prevalence of cognitive dysfunction and psychological distress among long-term AYA cancer survivors.
Using data from the National Health Interview Survey between 2010 and 2018, multivariable logistic regression analyses defined the association between AYA cancer diagnosis and cognitive dysfunction and psychological distress, as defined by the 6-item Kessler Psychological Distress Scale. Among AYA cancer survivors, the association between psychological distress and cognitive dysfunction was assessed via multivariable logistic regression.
Among 230,675 participants, 2646 (1.1%) were AYA cancer survivors diagnosed > 10 years prior to survey administration. Prior AYA cancer diagnosis was associated with greater odds of cognitive dysfunction (AOR 1.61, 95% CI 1.41-1.82; 27.8% vs. 16.4%) and psychological distress (AOR 1.60, 95% CI 1.41-1.83; 26.6 vs. 15.3%) as compared to individuals without a cancer history. Among survey participants reporting a cancer diagnosis, greater psychological distress was associated with greater odds of cognitive dysfunction (AOR 12.31, 95% CI 7.51-20.18 for severe psychological distress) and cognitive dysfunction was associated with having psychological distress (AOR 4.97, 95% CI 3.66-6.73).
Long-term survivors of AYA cancer have higher rates of cognitive dysfunction and psychological distress as compared to the general population. Additional services addressing psychosocial and neurocognitive issues should be integrated into standard AYA cancer survivorship care.
Cancer survivors should be aware of self-reported high rates of long-term cognitive dysfunction and psychologic distress and actively seek out formal evaluation and services such as mental health counseling
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Trends in Smoking and e-Cigarette Use Among US Patients With Cancer, 2014-2017
This cross-sectional study of data from the National Health Interview Survey analyzes the prevalence of e-cigarette use in US patients with cancer
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