Particulate matter (PM) imposes a significant impact to environmental health with deleterious effects on the human pulmonary and cardiovascular systems. Macrophages (Mφ), key immune cells in lung tissues, have a prominent role in responding to inhaled cells, accommodating inflammation, and influencing tissue repair processes. Elucidating the critical cellular responses of Mφ to PM exposure is essential to understand the mechanisms underlying PM-induced health effects. The present review aims to give a glimpse on literature about the PM interaction with Mφ, triggering the cellular events causing the inflammation, oxidative stress (OS) and tissue damage. The present paper reviews the different pathways involved in Mφ activation upon PM exposure, including phagocytosis, intracellular signaling cascades, and the release of pro-inflammatory mediators. Potential therapeutic strategies targeting Mφ-mediated responses to reduce PM-induced health effects are also discussed. Overall, unraveling the complex interplay between PM and Mφ sheds light on new avenues for environmental health research and promises to develop targeted interventions to reduce the burden of PM-related diseases on global health.
{"title":"Particulate Matter and Its Impact on Macrophages: Unraveling the Cellular Response for Environmental Health.","authors":"Nyayapathi Priyanka Priyadarshini, Daka Gopamma, Namuduri Srinivas, Rama Rao Malla, Kolli Suresh Kumar","doi":"10.1615/CritRevOncog.2024053305","DOIUrl":"10.1615/CritRevOncog.2024053305","url":null,"abstract":"<p><p>Particulate matter (PM) imposes a significant impact to environmental health with deleterious effects on the human pulmonary and cardiovascular systems. Macrophages (Mφ), key immune cells in lung tissues, have a prominent role in responding to inhaled cells, accommodating inflammation, and influencing tissue repair processes. Elucidating the critical cellular responses of Mφ to PM exposure is essential to understand the mechanisms underlying PM-induced health effects. The present review aims to give a glimpse on literature about the PM interaction with Mφ, triggering the cellular events causing the inflammation, oxidative stress (OS) and tissue damage. The present paper reviews the different pathways involved in Mφ activation upon PM exposure, including phagocytosis, intracellular signaling cascades, and the release of pro-inflammatory mediators. Potential therapeutic strategies targeting Mφ-mediated responses to reduce PM-induced health effects are also discussed. Overall, unraveling the complex interplay between PM and Mφ sheds light on new avenues for environmental health research and promises to develop targeted interventions to reduce the burden of PM-related diseases on global health.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"29 4","pages":"33-42"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141580972","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Breast cancer (BC) is the most common cancer and the second leading cause of cancer-related deaths in women globally. Despite advancements in treatment strategies, many patients still develop challenging-to-treat metastatic disease. The development and progression of tumors are influenced by genetic/epigenetic changes within tumor cells and alterations in the tumor microenvironment (TME) through a dynamic communication. The TME comprises various elements, including immune, tumor, and stromal cells. Tumor cells at the core of the TME orchestrate complex signals that lead to tumor growth, survival, and resistance to treatment. Human epidermal growth factor receptor 2 (HER2) is overexpressed in a significant proportion of invasive breast cancers, influencing prognosis and prediction. Novel therapeutic approaches target HER2-positive breast cancers by leveraging HER2-targeted therapeuirtcs such as antibody-drug conjugates, monoclonal antibodies, and tyrosine kinase inhibitors. The TME in HER2-positive breast cancers also involves cancer-associated fibroblasts and cancer-associated adipocytes, which play critical roles in tumor progression and therapy resistance. The immune microenvironment also plays a significant role, with studies indicating its impact on outcomes in HER2-positive breast cancer. Trastuzumab, one of the first monoclonal antibodies targeting HER2, has shown promise in enhancing survival rates in HER2-overexpressing breast cancer. Integration of trastuzumab with chemotherapy has demonstrated significant enhancements in disease-free survival as well as overall survival rates during early breast cancer treatment. Trastuzumab functions by inhibiting HER2 signaling pathways, leading to cell cycle arrest and induction of apoptosis. Overall, understanding the complex interplay between HER2, the tumor microenvironment, and therapeutic interventions is essential for improving outcomes in HER2-positive BC.
{"title":"Role of the Tumor Microenvironment in Mediating Resistance to Anti-HER2 Antibodies.","authors":"Manoj Kumar Gupta, Gayatri Gouda, Ramakrishna Vadde","doi":"10.1615/CritRevOncog.2024053419","DOIUrl":"10.1615/CritRevOncog.2024053419","url":null,"abstract":"<p><p>Breast cancer (BC) is the most common cancer and the second leading cause of cancer-related deaths in women globally. Despite advancements in treatment strategies, many patients still develop challenging-to-treat metastatic disease. The development and progression of tumors are influenced by genetic/epigenetic changes within tumor cells and alterations in the tumor microenvironment (TME) through a dynamic communication. The TME comprises various elements, including immune, tumor, and stromal cells. Tumor cells at the core of the TME orchestrate complex signals that lead to tumor growth, survival, and resistance to treatment. Human epidermal growth factor receptor 2 (HER2) is overexpressed in a significant proportion of invasive breast cancers, influencing prognosis and prediction. Novel therapeutic approaches target HER2-positive breast cancers by leveraging HER2-targeted therapeuirtcs such as antibody-drug conjugates, monoclonal antibodies, and tyrosine kinase inhibitors. The TME in HER2-positive breast cancers also involves cancer-associated fibroblasts and cancer-associated adipocytes, which play critical roles in tumor progression and therapy resistance. The immune microenvironment also plays a significant role, with studies indicating its impact on outcomes in HER2-positive breast cancer. Trastuzumab, one of the first monoclonal antibodies targeting HER2, has shown promise in enhancing survival rates in HER2-overexpressing breast cancer. Integration of trastuzumab with chemotherapy has demonstrated significant enhancements in disease-free survival as well as overall survival rates during early breast cancer treatment. Trastuzumab functions by inhibiting HER2 signaling pathways, leading to cell cycle arrest and induction of apoptosis. Overall, understanding the complex interplay between HER2, the tumor microenvironment, and therapeutic interventions is essential for improving outcomes in HER2-positive BC.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"29 4","pages":"43-54"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141581032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1615/CritRevOncog.2023049949
Philip A Arlen, Joseph Chakko, Geoffrey DeGennaro, Erin Kobetz, Brandon Mahal
The University of Miami Sylvester Comprehensive Cancer Center Community Outreach and Engagement Office has developed an algorithm to aid in identifying catchment area relevant trials. We have developed this tool to capture a catchment area (South Florida) that represents the most racially, ethnically, and geographically diverse region in the US. Unfortunately, the area's tumor burden is also significant with many notable disparities, necessitating a prioritization of trials within Sylvester's catchment area. These trials address the needs of the population Sylvester serves by targeting cancers that are locally prevalent.
{"title":"Machine Evaluation of Catchment Area Relevance through Text Mining.","authors":"Philip A Arlen, Joseph Chakko, Geoffrey DeGennaro, Erin Kobetz, Brandon Mahal","doi":"10.1615/CritRevOncog.2023049949","DOIUrl":"10.1615/CritRevOncog.2023049949","url":null,"abstract":"<p><p>The University of Miami Sylvester Comprehensive Cancer Center Community Outreach and Engagement Office has developed an algorithm to aid in identifying catchment area relevant trials. We have developed this tool to capture a catchment area (South Florida) that represents the most racially, ethnically, and geographically diverse region in the US. Unfortunately, the area's tumor burden is also significant with many notable disparities, necessitating a prioritization of trials within Sylvester's catchment area. These trials address the needs of the population Sylvester serves by targeting cancers that are locally prevalent.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"29 3","pages":"1-4"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140866686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1615/CritRevOncog.2024051599
Danielle Cerbon, Daphanie Taylor, Priscila Barreto-Coelho, Estelamari Rodriguez, Matthew Schlumbrecht, Judith Hurley, Sophia H L George
Differences in tumor biology and genetic predisposition have been suggested as factors influencing overall survival and increased mortality in Black breast and ovarian cancer patients. Therefore, it is key to evaluate genetic susceptibilities in Afro-Caribbean patients because the black population in the US is not homogeneous. Identifying a high incidence of hereditary breast and ovarian cancer (HBOC) in Afro-Caribbean countries can lead to understanding the pattern of inherited traits in US-Caribbean immigrants and their subsequent generations. The paucity of projects studying the genetic landscape in these populations makes it difficult to design studies aimed at optimizing screening and prophylaxis strategies, which in turn, improve survival and mortality rates. This scoping review identifies and categorizes current research on the genetic paradigm of HBOC in the Afro-Caribbean population. We performed an evaluation of the evidence and generated a summary of findings according to preferred reporting items for systematic review and meta-analysis (PRISMA) Extension for Scoping Reviews guidelines. We included articles that assessed the incidence and prevalence of pathologic germline mutations and experience/barriers for genetic testing in Afro-Caribbean Countries and US-Caribbean patients. Our results highlight countries where genetic landscapes remain severely understudied and support recommending multigene testing in Caribbean-born patients. They highlight a need for further research on the genetic paradigm of HBOC in the Afro-Caribbean population to improve genetic testing/counseling and the subsequent adoption of early detection and risk reduction strategies.
{"title":"The Genetic Paradigm of Hereditary Breast and Ovarian Cancer (HBOC) in the Afro-Caribbean Population.","authors":"Danielle Cerbon, Daphanie Taylor, Priscila Barreto-Coelho, Estelamari Rodriguez, Matthew Schlumbrecht, Judith Hurley, Sophia H L George","doi":"10.1615/CritRevOncog.2024051599","DOIUrl":"10.1615/CritRevOncog.2024051599","url":null,"abstract":"<p><p>Differences in tumor biology and genetic predisposition have been suggested as factors influencing overall survival and increased mortality in Black breast and ovarian cancer patients. Therefore, it is key to evaluate genetic susceptibilities in Afro-Caribbean patients because the black population in the US is not homogeneous. Identifying a high incidence of hereditary breast and ovarian cancer (HBOC) in Afro-Caribbean countries can lead to understanding the pattern of inherited traits in US-Caribbean immigrants and their subsequent generations. The paucity of projects studying the genetic landscape in these populations makes it difficult to design studies aimed at optimizing screening and prophylaxis strategies, which in turn, improve survival and mortality rates. This scoping review identifies and categorizes current research on the genetic paradigm of HBOC in the Afro-Caribbean population. We performed an evaluation of the evidence and generated a summary of findings according to preferred reporting items for systematic review and meta-analysis (PRISMA) Extension for Scoping Reviews guidelines. We included articles that assessed the incidence and prevalence of pathologic germline mutations and experience/barriers for genetic testing in Afro-Caribbean Countries and US-Caribbean patients. Our results highlight countries where genetic landscapes remain severely understudied and support recommending multigene testing in Caribbean-born patients. They highlight a need for further research on the genetic paradigm of HBOC in the Afro-Caribbean population to improve genetic testing/counseling and the subsequent adoption of early detection and risk reduction strategies.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"29 3","pages":"99-112"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140871411","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1615/CritRevOncog.v29.i3.90
Benjamin Bonavida, Ofra Bonavida
{"title":"In Loving Memory of Dr. Rana Lynn Samuels-Ofran and Dr. Beth Sharon Samuels.","authors":"Benjamin Bonavida, Ofra Bonavida","doi":"10.1615/CritRevOncog.v29.i3.90","DOIUrl":"https://doi.org/10.1615/CritRevOncog.v29.i3.90","url":null,"abstract":"","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"29 3","pages":"xxi"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140871151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-01DOI: 10.1615/CritRevOncog.2024053580
Talia Festekdjian, Benjamin Bonavida
We have witnessed the emergence of immunotherapy against various cancers that resulted in significant clinical responses and particularly in cancers that were resistant to chemotherapy. These milestones have ignited the development of novel strategies to boost the anti-tumor immune response for immune-suppressed tumors in the tumor microenvironment (TME). Tumor-associated macrophages (TAMs) are the most abundant cells in the TME, and their frequency correlates with poor prognosis. Hence, several approaches have been developed to target TAMs in effort to restore the anti-tumor immune response and inhibit tumor growth and metastasis. One approach discussed herein is targeting TAMs via their depletion. Several methods have been reported for TAMs depletion including micro-RNAs, transcription factors (e.g., PPARγ, KLF4, STAT3, STAT6, NF-κB), chemokines and chemokine receptors, antibodies-mediated blocking the CSF-1/CSF-1R pathway, nanotechnology, and various combination treatments. In addition, various clinical trials are currently examining the targeting of TAMs. Many of these methods also have side effects that need to be monitored and reduced. Future perspectives and directions are discussed.
{"title":"Targeting the Depletion of M2 Macrophages: Implication in Cancer Immunotherapy.","authors":"Talia Festekdjian, Benjamin Bonavida","doi":"10.1615/CritRevOncog.2024053580","DOIUrl":"10.1615/CritRevOncog.2024053580","url":null,"abstract":"<p><p>We have witnessed the emergence of immunotherapy against various cancers that resulted in significant clinical responses and particularly in cancers that were resistant to chemotherapy. These milestones have ignited the development of novel strategies to boost the anti-tumor immune response for immune-suppressed tumors in the tumor microenvironment (TME). Tumor-associated macrophages (TAMs) are the most abundant cells in the TME, and their frequency correlates with poor prognosis. Hence, several approaches have been developed to target TAMs in effort to restore the anti-tumor immune response and inhibit tumor growth and metastasis. One approach discussed herein is targeting TAMs via their depletion. Several methods have been reported for TAMs depletion including micro-RNAs, transcription factors (e.g., PPARγ, KLF4, STAT3, STAT6, NF-κB), chemokines and chemokine receptors, antibodies-mediated blocking the CSF-1/CSF-1R pathway, nanotechnology, and various combination treatments. In addition, various clinical trials are currently examining the targeting of TAMs. Many of these methods also have side effects that need to be monitored and reduced. Future perspectives and directions are discussed.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"29 4","pages":"55-73"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141581033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1615/CritRevOncog.2023048944
Vigi Chaudhary, Naveen Chaudhary, Smitha Mathews, Ragini D Singh
Human papilloma virus (HPV), one of the most common sexually transmitted infections, plays a pivotal role in head and neck cancer, primarily oral and oropharyngeal squamous cell carcinomas. HPV is a vaccine-preventable disease that also contributes to cervical cancer. Although HPV vaccination effectively protects the individual against all HPV-associated human carcinomas, the awareness of HPV vaccination and its acceptance is poor in developing nations like India. India has a very high burden of oral cancer, and, unfortunately, the morbidity and mortality rates are also high as the cancer is often detected at an advanced stage. In this review, we explore the prevalence of HPV-associated head and neck squamous cell carcinoma among the Indian population and the awareness of HPV vaccination among Indian youth. Since the prognosis for HPV-associated head and neck squamous cell carcinoma is good, early diagnosis of the cancer is crucial in improving the outcome of the treatment modalities. Efforts are needed to create and increase awareness of HPV vaccination. Routine screening for HPV infection in oral mucosa can prevent the silent epidemic from taking the lives of many young people.
{"title":"Human Papilloma Virus-Associated Oral Pharyngeal Squamous Cell Carcinoma: Prevalence, Prevention, and Awareness of Vaccination in the Indian Population.","authors":"Vigi Chaudhary, Naveen Chaudhary, Smitha Mathews, Ragini D Singh","doi":"10.1615/CritRevOncog.2023048944","DOIUrl":"10.1615/CritRevOncog.2023048944","url":null,"abstract":"Human papilloma virus (HPV), one of the most common sexually transmitted infections, plays a pivotal role in head and neck cancer, primarily oral and oropharyngeal squamous cell carcinomas. HPV is a vaccine-preventable disease that also contributes to cervical cancer. Although HPV vaccination effectively protects the individual against all HPV-associated human carcinomas, the awareness of HPV vaccination and its acceptance is poor in developing nations like India. India has a very high burden of oral cancer, and, unfortunately, the morbidity and mortality rates are also high as the cancer is often detected at an advanced stage. In this review, we explore the prevalence of HPV-associated head and neck squamous cell carcinoma among the Indian population and the awareness of HPV vaccination among Indian youth. Since the prognosis for HPV-associated head and neck squamous cell carcinoma is good, early diagnosis of the cancer is crucial in improving the outcome of the treatment modalities. Efforts are needed to create and increase awareness of HPV vaccination. Routine screening for HPV infection in oral mucosa can prevent the silent epidemic from taking the lives of many young people.","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"28 2","pages":"63-72"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41214814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1615/CritRevOncog.2022040016
Jerzy Bazak, Witold Korytowski, Albert W Girotti
When selected tumor cells in a large in vitro population are exposed to ionizing radiation, they can send pro-survival signals to non-exposed counterparts (bystander cells). If there is no physical contact between irradiated and bystander cells, the latter respond to mediators from targeted cells that diffuse through the medium. One such mediator is known to be nitric oxide (NO). It was recently discovered that non-ionizing anti-tumor photodynamic therapy (PDT) can also elicit pro-survival/expansion bystander effects in a variety of human cancer cells. A novel silicone ring-based approach was used for distinguishing photodynamically-targeted cells from non-targeted bystanders. A key finding was that NO from upregulated iNOS in surviving targeted cells diffused to the bystanders and caused iNOS/NO upregulation there, which in turn stimulated cell proliferation and migration. The intensity of these responses depended on the extent of iNOS/NO induction in targeted cells of different cancer lines. Moreover, the responses could be replicated using NO from the chemical donor DETA/NO. This review will focus on these and related findings, their negative implications for clinical PDT, and how these might be averted by using pharmacologic inhibitors of iNOS activity or transcription.
{"title":"Hyper-Aggressiveness of Bystander Cells in an Anti-Tumor Photodynamic Therapy Model: Role of Nitric Oxide Produced by Targeted Cells.","authors":"Jerzy Bazak, Witold Korytowski, Albert W Girotti","doi":"10.1615/CritRevOncog.2022040016","DOIUrl":"10.1615/CritRevOncog.2022040016","url":null,"abstract":"<p><p>When selected tumor cells in a large in vitro population are exposed to ionizing radiation, they can send pro-survival signals to non-exposed counterparts (bystander cells). If there is no physical contact between irradiated and bystander cells, the latter respond to mediators from targeted cells that diffuse through the medium. One such mediator is known to be nitric oxide (NO). It was recently discovered that non-ionizing anti-tumor photodynamic therapy (PDT) can also elicit pro-survival/expansion bystander effects in a variety of human cancer cells. A novel silicone ring-based approach was used for distinguishing photodynamically-targeted cells from non-targeted bystanders. A key finding was that NO from upregulated iNOS in surviving targeted cells diffused to the bystanders and caused iNOS/NO upregulation there, which in turn stimulated cell proliferation and migration. The intensity of these responses depended on the extent of iNOS/NO induction in targeted cells of different cancer lines. Moreover, the responses could be replicated using NO from the chemical donor DETA/NO. This review will focus on these and related findings, their negative implications for clinical PDT, and how these might be averted by using pharmacologic inhibitors of iNOS activity or transcription.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"28 1","pages":"15-25"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41214822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1615/critrevoncog.2023050439
Michaela Cellina, Giuseppe De Padova, Nazarena Caldarelli, Dario Libri, Maurizio Cè, Carlo Martinenghi, Marco Alì, Sergio Papa, Gianpaolo Carrafiello
Lung cancer remains a global health challenge, leading to substantial morbidity and mortality. While prevention and early detection strategies have improved, the need for precise diagnosis, prognosis, and treatment remains crucial. In this comprehensive review article, we explore the role of artificial intelligence (AI) in reshaping the management of lung cancer. AI may have different potential applications in lung cancer characterization and outcome prediction. Manual segmentation is a time-consuming task, with high inter-observer variability, that can be replaced by AI-based approaches, including deep learning models such as U-Net, BCDU-Net, and others, to quantify lung nodules and cancers objectively and to extract radiomics features for the characterization of the tissue. AI models have also demonstrated their ability to predict treatment responses, such as immunotherapy and targeted therapy, by integrating radiomic features with clinical data. Additionally, AI-based prognostic models have been developed to identify patients at higher risk and personalize treatment strategies. In conclusion, this review article provides a comprehensive overview of the current state of AI applications in lung cancer management, spanning from segmentation and Virtual Biopsy to outcome prediction. The evolving role of AI in improving the precision and effectiveness of lung cancer diagnosis and treatment underscores its potential to significantly impact clinical practice and patient outcomes.
{"title":"Artificial Intelligence in lung cancer imaging: from data to therapy","authors":"Michaela Cellina, Giuseppe De Padova, Nazarena Caldarelli, Dario Libri, Maurizio Cè, Carlo Martinenghi, Marco Alì, Sergio Papa, Gianpaolo Carrafiello","doi":"10.1615/critrevoncog.2023050439","DOIUrl":"https://doi.org/10.1615/critrevoncog.2023050439","url":null,"abstract":"Lung cancer remains a global health challenge, leading to substantial morbidity and mortality. While prevention and early detection strategies have improved, the need for precise diagnosis, prognosis, and treatment remains crucial. In this comprehensive review article, we explore the role of artificial intelligence (AI) in reshaping the management of lung cancer. AI may have different potential applications in lung cancer characterization and outcome prediction. Manual segmentation is a time-consuming task, with high inter-observer variability, that can be replaced by AI-based approaches, including deep learning models such as U-Net, BCDU-Net, and others, to quantify lung nodules and cancers objectively and to extract radiomics features for the characterization of the tissue. AI models have also demonstrated their ability to predict treatment responses, such as immunotherapy and targeted therapy, by integrating radiomic features with clinical data. Additionally, AI-based prognostic models have been developed to identify patients at higher risk and personalize treatment strategies. In conclusion, this review article provides a comprehensive overview of the current state of AI applications in lung cancer management, spanning from segmentation and Virtual Biopsy to outcome prediction. The evolving role of AI in improving the precision and effectiveness of lung cancer diagnosis and treatment underscores its potential to significantly impact clinical practice and patient outcomes.","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135494980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.1615/CritRevOncog.2023046835
Rima Shah, Heeya Shah, Keval Thakkar, Nisarg Parikh
Oral cancer (OC) is increasing worldwide, and it is mostly present to clinic in the late-stage of disease. Cancer of the lips, tongue, hard palate, upper and lower gingiva, buccal mucosa, and retromolar trigone are all included in the category of oral cavity cancer. Disease symptomatology and pathological grading decides the course of treatment. Several treatment modalities either alone in combinations may be utilized for oral squamous cell carcinoma (OSCC), including surgery, radiotherapy (external beam radiotherapy/brachytherapy), and adjuvant systemic therapy (chemotherapy or immunotherapy). Cancer patients also face a greater risk of oral side effects from chemotherapy, such as slowed tissue healing, bone, and salivary gland damage and disintegration, and disruption of the normal bacterial balance in the mouth. Consequently, the economic burden of the salivary gland, oral cavity, and oropharyngeal cancers must be also known for budget allocation, designing different programs and management strategies targeting oral cancers by any healthcare institutes. This article provides a summary of the most recent research that supports the use of chemotherapy for patients with advanced illness both alone and in conjunction with radiation including its adverse events and cost burden for oral cancers.
{"title":"Conventional Therapies of Oral Cancers: Highlights on Chemotherapeutic Agents and Radiotherapy, Their Adverse Effects, and the Cost Burden of Conventional Therapies.","authors":"Rima Shah, Heeya Shah, Keval Thakkar, Nisarg Parikh","doi":"10.1615/CritRevOncog.2023046835","DOIUrl":"10.1615/CritRevOncog.2023046835","url":null,"abstract":"<p><p>Oral cancer (OC) is increasing worldwide, and it is mostly present to clinic in the late-stage of disease. Cancer of the lips, tongue, hard palate, upper and lower gingiva, buccal mucosa, and retromolar trigone are all included in the category of oral cavity cancer. Disease symptomatology and pathological grading decides the course of treatment. Several treatment modalities either alone in combinations may be utilized for oral squamous cell carcinoma (OSCC), including surgery, radiotherapy (external beam radiotherapy/brachytherapy), and adjuvant systemic therapy (chemotherapy or immunotherapy). Cancer patients also face a greater risk of oral side effects from chemotherapy, such as slowed tissue healing, bone, and salivary gland damage and disintegration, and disruption of the normal bacterial balance in the mouth. Consequently, the economic burden of the salivary gland, oral cavity, and oropharyngeal cancers must be also known for budget allocation, designing different programs and management strategies targeting oral cancers by any healthcare institutes. This article provides a summary of the most recent research that supports the use of chemotherapy for patients with advanced illness both alone and in conjunction with radiation including its adverse events and cost burden for oral cancers.</p>","PeriodicalId":35617,"journal":{"name":"Critical Reviews in Oncogenesis","volume":"28 2","pages":"1-10"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41214813","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}