scholarly journals Artificial intelligence in colorectal cancer management

2021 ◽  
Vol 2 (6) ◽  
pp. 79-89
Author(s):  
Pasquale Cianci ◽  
Enrico Restini
Keyword(s):  
Artificial Intelligence ◽  
Colorectal Cancer ◽  
Cancer Management

scholarly journals 5FU Delivery through Biocompatible SF/PEG Nanoshuttles Modulates Colorectal Cancer Cells Migration and Invasion Potential and Alters the Inflammatory Cytokines Expression Profile

Proceedings ◽  
2020 ◽  
Vol 78 (1) ◽  
pp. 9
Author(s):  
Ariana Hudiță ◽  
Ionuț Cristian Radu ◽  
Cătălin Zaharia ◽  
Octav Ginghină ◽  
Bianca Gălățeanu ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Lethal Dose ◽  
Drug Uptake ◽  
Morphological Properties ◽  
Migration And Invasion ◽  
Cancer Management ◽  
Invasion Potential ◽  
Inflammatory Profile ◽  
Ht 29

The past few years have witnessed major developments in nanotechnology with great potential in powering new therapeutic tools for cancer management. Our goal in this study was to develop a biocompatible nanoshuttle for the efficient delivery of 5FU in colorectal cancer patients. Silk fibroin/Poly(ethylene glycol) nanoparticles (SF/PEG NPs) were obtained and further loaded with 5FU. These nanoshuttles were characterized in terms of morphological properties, size and size distribution, drug uptake and release potential as well as in vitro cytotoxicity potential screening. The SF/PEG + 5FU NPs cytotoxicity was determined on HT-29 cells after determination of the lethal dose 50 and targeted the evaluation of the cells viability, proliferation potential and migration and invasion potential. The inflammatory profile of RAW 264.7 macrophage cells was also determined by flow cytometry. The basic cytotoxicity screening revealed that the pristine SF/PEG NPs displayed good biocompatibility while the 5FU-loaded NPs induced cytotoxic effects on HT-29 cells. More, the 5FU-loaded SF/PEG NPs significantly reduced the migration and invasion processes as compared with the unloaded NPs. Lastly, we observed that the cytokine inflammatory profile was significantly altered after the treatment with the 5FU-loaded SF/PEG NPs as compared with the unloaded nanoshuttles.

scholarly journals Management of colorectal cancer in the era of COVID-19: Challenges and suggestions

2021 ◽  
Vol 104 (2) ◽  
pp. 003685042110106
Author(s):  
Walid Alam ◽  
Youssef Bouferraa ◽  
Yolla Haibe ◽  
Deborah Mukherji ◽  
Ali Shamseddine
Keyword(s):  
Colorectal Cancer ◽  
Treatment Protocols ◽  
Cancer Management ◽  
Increased Risk ◽  
Huge Impact ◽  
Treatment Plans ◽  
Virus Exposure ◽  
Risk Of Exposure ◽  
Colorectal Cancer Patients ◽  
The Impact

The Coronavirus (COVID-19) pandemic had a huge impact on all sectors around the world. In particular, the healthcare system has been subject to an enormous pressure that has surpassed its ability in many instances. Additionally, the pandemic has called for a review of our daily medical practices, including our approach to colorectal cancer management where treatment puts patients at high risk of virus exposure. Given their higher median age, patients are at an increased risk for severe symptoms and complications in cases of infection, especially in the setting of immunosuppression. Therefore, a review of the routine colorectal cancer practices is needed to minimize risk of exposure. Oncologists should weigh risk of exposure versus the patient’s oncologic benefits when approaching management. In addition, treatment protocols should be modified to minimize hospital visits and admissions while maintaining the same treatment efficacy. In this review, we will focus on challenges that colorectal cancer patients face during the pandemic, while highlighting the priority in each case. We will also discuss the evidence for potential modifications to existing treatment plans that could reduce infectious exposure without compromising care. Finally, we will discuss the impact of the socio-economic difficulties faced by Lebanese patients due to a poor economy toppled by an unexpected pandemic.

scholarly journals Scope of Artificial Intelligence in Screening and Diagnosis of Colorectal Cancer

2020 ◽  
Vol 9 (10) ◽  
pp. 3313 ◽  
Author(s):  
Hemant Goyal ◽  
Rupinder Mann ◽  
Zainab Gandhi ◽  
Abhilash Perisetti ◽  
Aman Ali ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Colorectal Cancer ◽  
Cancer Screening ◽  
Colorectal Cancer Screening ◽  
Narrow Band Imaging ◽  
Screening Methods ◽  
Polyp Detection ◽  
Mortality And Morbidity ◽  
Magnifying Chromoendoscopy

Globally, colorectal cancer is the third most diagnosed malignancy. It causes significant mortality and morbidity, which can be reduced by early diagnosis with an effective screening test. Integrating artificial intelligence (AI) and computer-aided detection (CAD) with screening methods has shown promising colorectal cancer screening results. AI could provide a “second look” for endoscopists to decrease the rate of missed polyps during a colonoscopy. It can also improve detection and characterization of polyps by integration with colonoscopy and various advanced endoscopic modalities such as magnifying narrow-band imaging, endocytoscopy, confocal endomicroscopy, laser-induced fluorescence spectroscopy, and magnifying chromoendoscopy. This descriptive review discusses various AI and CAD applications in colorectal cancer screening, polyp detection, and characterization.

Research and application of artificial intelligence based on electronic health record data from patients with cancer: a systematic review (Preprint)

2021 ◽  
Author(s):  
Xinyu Yang ◽  
Dongmei Mu ◽  
Hao Peng ◽  
Hua Li ◽  
Ying Wang ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Electronic Health Records ◽  
Ensemble Methods ◽  
Future Research ◽  
Electronic Health Record Data ◽  
Health Records ◽  
Patients With Cancer ◽  
Cancer Management ◽  
Treatment And Prevention ◽  
Electronic Health

BACKGROUND With the accumulation of electronic health records data and the development of artificial intelligence, patients with cancer urgently need new evidence of more personalized clinical and demographic characteristics and more sophisticated treatment and prevention strategies. However, no research has systematically analyzed the application and significance of electronic health records and artificial intelligence in cancer care. OBJECTIVE In this study, we reviewed the literature on the application of AI based on EHR data from patients with cancer, hoping to provide reference for subsequent researchers, and help accelerate the application of EHR data and AI technology in the field of cancer, so as to help patients get more scientific and accurate treatment. METHODS Three databases were systematically searched to retrieve potentially relevant articles published from January 2009 to October 2020. A combination of terms related to "electronic health records", "artificial intelligence" and "cancer" was used to search for these publications. RESULTS Of the 1034 articles considered, 148 met the inclusion criteria. The review has shown that ensemble methods and deep learning were on the rise. It presented the representative literatures on the subfield of cancer diagnosis, treatment and care. In addition, the vast majority of studies in this area were based on private institutional databases, resulting in poor portability of the proposed methodology process. CONCLUSIONS The use of new methods and electronic health records data sharing and fusion were recommended for future research. With the help of specialists, artificial intelligence and the mining of massive electronic medical records could provide great opportunities for improving cancer management.

scholarly journals The Role of Probiotics in Colorectal Cancer Management

2020 ◽  
Vol 2020 ◽  
pp. 1-17 ◽  
Author(s):  
Bhagavathi Sundaram Sivamaruthi ◽  
Periyanaina Kesika ◽  
Chaiyavat Chaiyasut
Keyword(s):  
Colorectal Cancer ◽  
Scientific Evidence ◽  
Survival Rates ◽  
Probiotic Supplementation ◽  
Cancer Management ◽  
Beneficial Impact ◽  
Probiotic Intervention ◽  
Probiotic Strains ◽  
Unhealthy Diet ◽  
Diet And Lifestyle

Colorectal cancer (CRC) is one of the most common cancerous diseases worldwide and causes leading cancer-associated deaths. Several factors are related to the incidence of CRC such as unhealthy diet and lifestyle, heredity, metabolic disorders, and genetic factors. Even though several advanced medical procedures are available for CRC treatment, the survival rates are poor with many adverse treatments associated side effects, which affects the quality of life. Probiotics are a well-known bioactive candidate for the treatment of several diseases and ill-health conditions. The recent scientific evidence suggested that probiotic supplementation protects the CRC patients from treatment-associated adverse effects. The manuscript summarizes the influence of probiotic supplementation on the health status of CRC patients and discusses the possible mechanism behind the protective effect of probiotics against CRC. The literature survey revealed that beneficial impact of probiotic supplementation depends on several factors such as strain, dosage, duration of the intervention, host physiology, and other food supplements. The probiotic intervention improves the microbiota, releases antimicrobials and anticarcinogenic agents, helps to remove carcinogens, and improves the intestinal permeability, tight junction function, and enzyme activity in CRC patients. Besides, not all probiotic strains exhibit anti-CRC activities; it is necessary to screen the potent strain for the development of a probiotic-based therapeutic agent to control or prevent the incidence of CRC.

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