Pub Date : 2025-10-01DOI: 10.1158/1940-6207.CAPR-24-0558
Adriana Albini, Dario Trapani, Francesco Bertolini, Douglas M Noonan, Roberto Orecchia, Giovanni Corso
Identifying the presence of tumors at a very early stage or deciphering the processes underlying their development can enable the interception of promalignant mechanisms underpinning cancer emergence, facilitating more effective prevention. Advances in molecular profiling allow the detection of genetic, epigenetic, immune, and microenvironmental alterations associated with cancer risk. Liquid biopsy permits noninvasive analysis of circulating tumor cells, nucleic acids, immune cells, extracellular vesicles, proteins, cytokines, and metabolites, whereas metagenome analysis facilitates gut microbiota profiling. Multicancer early detection assays broaden this approach, capturing signals from multiple malignancies using a single blood sample. These technologies go beyond genomics, addressing immune dysregulation and metabolic shifts, and may help identify gut microbiota imbalances. Clonal hematopoiesis of indeterminate potential is gaining increasing recognition as a biomarker. Cardiovascular risk scores based on multiple parameters are an inspiring example. The analysis of a combination of cancer drivers and enablers should provide a more sensitive and personalized measure of cancer prodromic profiles. Artificial intelligence will further support this transition by integrating molecular, immune, and metabolic data to develop individualized risk profiles. This shift from single-cancer detection to integrated, mechanism-based screening fosters a more proactive prevention model. This combination of early detection empowers cancer interception by using strategies, including lifestyle modification, nutritional optimization, drug repurposing, pharmacologic interventions, and targeted chemoprevention. Moving beyond single parameters analysis and organ-specific screening, this multidimensional approach advances early detection and interception as practical clinical goals, facilitating the fundamental aim of positioning prevention at the forefront of oncology.
{"title":"From Combination Early Detection to Multicancer Testing: Shifting Cancer Care toward Proactive Prevention and Interception.","authors":"Adriana Albini, Dario Trapani, Francesco Bertolini, Douglas M Noonan, Roberto Orecchia, Giovanni Corso","doi":"10.1158/1940-6207.CAPR-24-0558","DOIUrl":"10.1158/1940-6207.CAPR-24-0558","url":null,"abstract":"<p><p>Identifying the presence of tumors at a very early stage or deciphering the processes underlying their development can enable the interception of promalignant mechanisms underpinning cancer emergence, facilitating more effective prevention. Advances in molecular profiling allow the detection of genetic, epigenetic, immune, and microenvironmental alterations associated with cancer risk. Liquid biopsy permits noninvasive analysis of circulating tumor cells, nucleic acids, immune cells, extracellular vesicles, proteins, cytokines, and metabolites, whereas metagenome analysis facilitates gut microbiota profiling. Multicancer early detection assays broaden this approach, capturing signals from multiple malignancies using a single blood sample. These technologies go beyond genomics, addressing immune dysregulation and metabolic shifts, and may help identify gut microbiota imbalances. Clonal hematopoiesis of indeterminate potential is gaining increasing recognition as a biomarker. Cardiovascular risk scores based on multiple parameters are an inspiring example. The analysis of a combination of cancer drivers and enablers should provide a more sensitive and personalized measure of cancer prodromic profiles. Artificial intelligence will further support this transition by integrating molecular, immune, and metabolic data to develop individualized risk profiles. This shift from single-cancer detection to integrated, mechanism-based screening fosters a more proactive prevention model. This combination of early detection empowers cancer interception by using strategies, including lifestyle modification, nutritional optimization, drug repurposing, pharmacologic interventions, and targeted chemoprevention. Moving beyond single parameters analysis and organ-specific screening, this multidimensional approach advances early detection and interception as practical clinical goals, facilitating the fundamental aim of positioning prevention at the forefront of oncology.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"583-602"},"PeriodicalIF":2.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12485381/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144577038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-10-01DOI: 10.1158/1940-6207.CAPR-24-0349
Lifang Li, Oscar Hou-In Chou, Kar Kei Mak, Yifan Yang, Cheuk To Chung, Guoliang Li, Catherine Po Ling Chan, Wing Tak Wong, Tong Liu, Bernard Man Yung Cheung, Gary Tse, Jiandong Zhou
Nasopharyngeal carcinoma (NPC) remains a major endemic disease in parts of Asia especially Southern China and Southest Asia, the risk factors of which are distinct from other head and neck cancers. Antidiabetic drugs have been proposed to reduce the risk of NPC. The associations between sodium-glucose cotransporter 2 inhibitors (SGLT2I) versus dipeptidyl peptidase-4 inhibitors (DPP4I) and the risks of NPC and head and neck cancer among patients with type 2 diabetes mellitus (T2DM) remain unknown. This was a population-based cohort study including patients with T2DM treated with either an SGLT2I or a DPP4I between January 1, 2015, and December 31, 2019, in Hong Kong. Propensity score matching (1:1 ratio) was performed using the nearest neighbor search. Multivariable Cox regression was applied to identify significant predictors. The primary outcome was new-onset NPC and other head and neck cancers. We found that patients with T2DM were treated with either an SGLT2I or a DPP4I between January 1, 2015, and December 31, 2019, in Hong Kong. This cohort included 75,884 patients with T2DM, among whom 28,778 patients were on an SGLT2I and 47,106 patients were on a DPP4I. After matching (57,556 patients), 106 patients developed NPC and 50 patients developed head and neck cancer. Compared with DPP4Is, SGLT2Is were associated with lower risks of NPC (HR, 0.41; 95% confidence interval, 0.21-0.81) but not of head and neck cancer (HR, 1.00; 95% confidence interval, 0.26-3.92) after adjustments. The association remained consistent in different risk models, matching approaches, and sensitivity analysis. In conclusion, this study provided real-world evidence that SGLT2Is were associated with lower risks of NPC but not of head and neck cancer when compared with DPP4Is among patients with T2DM, whereas their biological effects need future confirmation.
Prevention relevance: This study provided real-world evidence that SGLT2Is were associated with lower risks of NPC but not of head and neck cancer when compared with DPP4Is among patients with T2DM. SGLT2Is should be considered before DPP4Is about the risks of NPC in regions with high prevalence of NPC.
{"title":"Nasopharyngeal Carcinoma and Head and Neck Cancer in Type 2 Diabetes after SGLT2I, DPP4I, and GLP1a Use.","authors":"Lifang Li, Oscar Hou-In Chou, Kar Kei Mak, Yifan Yang, Cheuk To Chung, Guoliang Li, Catherine Po Ling Chan, Wing Tak Wong, Tong Liu, Bernard Man Yung Cheung, Gary Tse, Jiandong Zhou","doi":"10.1158/1940-6207.CAPR-24-0349","DOIUrl":"10.1158/1940-6207.CAPR-24-0349","url":null,"abstract":"<p><p>Nasopharyngeal carcinoma (NPC) remains a major endemic disease in parts of Asia especially Southern China and Southest Asia, the risk factors of which are distinct from other head and neck cancers. Antidiabetic drugs have been proposed to reduce the risk of NPC. The associations between sodium-glucose cotransporter 2 inhibitors (SGLT2I) versus dipeptidyl peptidase-4 inhibitors (DPP4I) and the risks of NPC and head and neck cancer among patients with type 2 diabetes mellitus (T2DM) remain unknown. This was a population-based cohort study including patients with T2DM treated with either an SGLT2I or a DPP4I between January 1, 2015, and December 31, 2019, in Hong Kong. Propensity score matching (1:1 ratio) was performed using the nearest neighbor search. Multivariable Cox regression was applied to identify significant predictors. The primary outcome was new-onset NPC and other head and neck cancers. We found that patients with T2DM were treated with either an SGLT2I or a DPP4I between January 1, 2015, and December 31, 2019, in Hong Kong. This cohort included 75,884 patients with T2DM, among whom 28,778 patients were on an SGLT2I and 47,106 patients were on a DPP4I. After matching (57,556 patients), 106 patients developed NPC and 50 patients developed head and neck cancer. Compared with DPP4Is, SGLT2Is were associated with lower risks of NPC (HR, 0.41; 95% confidence interval, 0.21-0.81) but not of head and neck cancer (HR, 1.00; 95% confidence interval, 0.26-3.92) after adjustments. The association remained consistent in different risk models, matching approaches, and sensitivity analysis. In conclusion, this study provided real-world evidence that SGLT2Is were associated with lower risks of NPC but not of head and neck cancer when compared with DPP4Is among patients with T2DM, whereas their biological effects need future confirmation.</p><p><strong>Prevention relevance: </strong>This study provided real-world evidence that SGLT2Is were associated with lower risks of NPC but not of head and neck cancer when compared with DPP4Is among patients with T2DM. SGLT2Is should be considered before DPP4Is about the risks of NPC in regions with high prevalence of NPC.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"625-634"},"PeriodicalIF":2.6,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12485376/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144121353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Although several retrospective studies have investigated the association of TP53 rs1042522 and ApoB rs693 with the risk of biliary tract cancer (BTC), results have been inconsistent. In this study, to provide evidence from a prospective study, we analyzed the association of these two genetic polymorphisms with BTC risk using data from the Japan Public Health Center-based Prospective Study. We conducted a case-cohort study with 152 BTC cases and 12,159 subcohort subjects and estimated HRs and 95% confidence intervals (CI) using a weighted Cox proportional hazards model. TP53 rs1042522 showed a statistically significant association with the risk of BTC (HR, 1.89; 95% CI, 1.27-2.82, in the recessive genetic model), whereas ApoB rs693 showed no apparent association. Of interest, TP53 rs1042522 seemed to be associated with BTC risk in a recessive model, but not in a dominant model. On comparison of three BTC subtypes, TP53 rs1042522 seemed to be associated with the incidence of gallbladder cancer and extrahepatic bile duct cancer (HR, 2.21; 95% CI, 1.14-4.28 and HR, 1.97; 95% CI, 1.00-3.88, respectively) but showed only a nonsignificant association with intrahepatic bile duct cancer (HR, 1.58; 95% CI, 0.63-3.96). In this prospective case-cohort study, we found evidence to support an association between the TP53 rs1042522 polymorphism and the risk of BTC. The null finding for ApoB rs693 might be due to the extremely low T-allele frequency (4.4%) in the study population.
Prevention relevance: This prospective study highlights the effect of TP53 rs1042522 on BTC risk in Japanese individuals. Identifying carriers of the high-risk CC genotype may facilitate targeted surveillance and early detection strategies, potentially reducing mortality and improving outcomes. Further large-scale studies are required to clarify environmental interactions and optimize prevention.
{"title":"Genetic Polymorphisms of TP53 and ApoB Genes and Risk of Biliary Tract Cancer: A Case-Cohort Study in Japan.","authors":"Takao Asai, Taiki Yamaji, Shiori Nakano, Norie Sawada, Manami Inoue, Shoichiro Tsugane, Yasuo Tsuchiya, Toshikazu Ikoma, Kazutoshi Nakamura, Motoki Iwasaki","doi":"10.1158/1940-6207.CAPR-24-0536","DOIUrl":"10.1158/1940-6207.CAPR-24-0536","url":null,"abstract":"<p><p>Although several retrospective studies have investigated the association of TP53 rs1042522 and ApoB rs693 with the risk of biliary tract cancer (BTC), results have been inconsistent. In this study, to provide evidence from a prospective study, we analyzed the association of these two genetic polymorphisms with BTC risk using data from the Japan Public Health Center-based Prospective Study. We conducted a case-cohort study with 152 BTC cases and 12,159 subcohort subjects and estimated HRs and 95% confidence intervals (CI) using a weighted Cox proportional hazards model. TP53 rs1042522 showed a statistically significant association with the risk of BTC (HR, 1.89; 95% CI, 1.27-2.82, in the recessive genetic model), whereas ApoB rs693 showed no apparent association. Of interest, TP53 rs1042522 seemed to be associated with BTC risk in a recessive model, but not in a dominant model. On comparison of three BTC subtypes, TP53 rs1042522 seemed to be associated with the incidence of gallbladder cancer and extrahepatic bile duct cancer (HR, 2.21; 95% CI, 1.14-4.28 and HR, 1.97; 95% CI, 1.00-3.88, respectively) but showed only a nonsignificant association with intrahepatic bile duct cancer (HR, 1.58; 95% CI, 0.63-3.96). In this prospective case-cohort study, we found evidence to support an association between the TP53 rs1042522 polymorphism and the risk of BTC. The null finding for ApoB rs693 might be due to the extremely low T-allele frequency (4.4%) in the study population.</p><p><strong>Prevention relevance: </strong>This prospective study highlights the effect of TP53 rs1042522 on BTC risk in Japanese individuals. Identifying carriers of the high-risk CC genotype may facilitate targeted surveillance and early detection strategies, potentially reducing mortality and improving outcomes. Further large-scale studies are required to clarify environmental interactions and optimize prevention.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"551-559"},"PeriodicalIF":2.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144047582","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 : 2025-09-02DOI: 10.1158/1940-6207.CAPR-25-0023
Evertine Wesselink, Claire E Thomas, Yasutoshi Takashima, Hiroki Mizuno, Daniel D Buchanan, Conghui Qu, Li Hsu, Andressa Dias Costa, Satoko Ugai, Yuxue Zhong, Jeroen R Huyghe, Sushma Thomas, Steven Gallinger, Robert C Grant, Loϊc Le Marchand, Yohei Masugi, Fränzel J B van Duijnhoven, Tomotaka Ugai, Shuji Ogino, Jonathan A Nowak, Ulrike Peters, Amanda I Phipps
Higher T-cell infiltration in colorectal tumors has been associated with better prognosis. Evidence indicates that calcium signaling is essential for T-cell functioning. However, as it is unknown whether calcium intake influences T-cell infiltration, we investigated the association of calcium intake with T-cell subsets in the tumor microenvironment of colorectal cancer. In total, 943 participants from three cohort studies, for which data on tumor-infiltrating T cells and calcium intake were available, were included for these analyses. Immune cell infiltration was quantified by digital image analyses with machine learning algorithms using a customized 9-plex multispectral immunofluorescence assay (CD3, CD4, CD8, CD45RA, CD45RO, FOXP3, KRT, MKI67, and di-(4-amidinophenyl)-1H-indole-6-carboxamidine). Associations between prediagnostic calcium intake and densities of nonoverlapping subsets of epithelial and stromal tissue area T cells were assessed using multivariable binary or ordinal logistic regression analyses. A higher dietary calcium intake was positively associated with CD3+CD4-CD8- double-negative T-cell density in the epithelial (OR, 1.57; 95% confidence interval, 1.13-2.24) and stromal (OR, 1.24; 95% confidence interval, 1.06-1.45) tumor tissue areas. No other statistically significant associations were observed after correcting for multiple testing. In conclusion, dietary calcium intake was associated with a higher density of CD4-CD8- double-negative T cells in the epithelial and stromal tumor tissue areas but not with the infiltration of CD4+ or CD8+ T cells. More research is needed to further unravel the role of calcium in tumor-immune profiles and associations with clinical outcomes. Our findings offer a promising basis for further research.
Prevention relevance: Our research contributes to the understanding of how diet could influence immune cell infiltration in and around the tumor. Understanding which factors influence antitumor immune responses is of importance in the prevention of cancer recurrence and/or progression.
结直肠肿瘤中较高的T细胞浸润与较好的预后相关。有证据表明钙信号对T细胞的功能至关重要。然而,由于钙摄入是否影响T细胞浸润尚不清楚,我们研究了钙摄入与结直肠癌肿瘤微环境中T细胞亚群的关系。这些分析总共纳入了来自三个队列研究的943名参与者,这些研究有肿瘤浸润性T细胞和钙摄入量的数据。采用定制的9路多光谱免疫荧光法(CD3、CD4、CD8、CD45RA、CD45RO、FOXP3、KRT、MKI67、DAPI),通过数字图像分析和机器学习算法定量免疫细胞浸润。使用多变量二元或有序logistic回归分析评估诊断前钙摄入量与上皮和间质组织区域T细胞非重叠亚群密度之间的关系。较高的膳食钙摄入量与上皮细胞中CD3+CD4-CD8-双阴性T细胞密度呈正相关(OR 1.57;95% CI 1.13-2.24)和基质(OR 1.24;95%CI 1.06-1.45)肿瘤组织面积。经多重检验校正后,未观察到其他统计学上显著的关联。综上所述,膳食钙摄入与上皮和间质肿瘤组织区域CD4-CD8-双阴性T细胞密度升高有关,但与CD4+或CD8+ T细胞浸润无关。需要更多的研究来进一步阐明钙在肿瘤免疫谱中的作用及其与临床结果的关联。我们的发现为进一步的研究提供了有希望的基础。
{"title":"Associations between Calcium Intake and T-cell Infiltration in Colorectal Tumors.","authors":"Evertine Wesselink, Claire E Thomas, Yasutoshi Takashima, Hiroki Mizuno, Daniel D Buchanan, Conghui Qu, Li Hsu, Andressa Dias Costa, Satoko Ugai, Yuxue Zhong, Jeroen R Huyghe, Sushma Thomas, Steven Gallinger, Robert C Grant, Loϊc Le Marchand, Yohei Masugi, Fränzel J B van Duijnhoven, Tomotaka Ugai, Shuji Ogino, Jonathan A Nowak, Ulrike Peters, Amanda I Phipps","doi":"10.1158/1940-6207.CAPR-25-0023","DOIUrl":"10.1158/1940-6207.CAPR-25-0023","url":null,"abstract":"<p><p>Higher T-cell infiltration in colorectal tumors has been associated with better prognosis. Evidence indicates that calcium signaling is essential for T-cell functioning. However, as it is unknown whether calcium intake influences T-cell infiltration, we investigated the association of calcium intake with T-cell subsets in the tumor microenvironment of colorectal cancer. In total, 943 participants from three cohort studies, for which data on tumor-infiltrating T cells and calcium intake were available, were included for these analyses. Immune cell infiltration was quantified by digital image analyses with machine learning algorithms using a customized 9-plex multispectral immunofluorescence assay (CD3, CD4, CD8, CD45RA, CD45RO, FOXP3, KRT, MKI67, and di-(4-amidinophenyl)-1H-indole-6-carboxamidine). Associations between prediagnostic calcium intake and densities of nonoverlapping subsets of epithelial and stromal tissue area T cells were assessed using multivariable binary or ordinal logistic regression analyses. A higher dietary calcium intake was positively associated with CD3+CD4-CD8- double-negative T-cell density in the epithelial (OR, 1.57; 95% confidence interval, 1.13-2.24) and stromal (OR, 1.24; 95% confidence interval, 1.06-1.45) tumor tissue areas. No other statistically significant associations were observed after correcting for multiple testing. In conclusion, dietary calcium intake was associated with a higher density of CD4-CD8- double-negative T cells in the epithelial and stromal tumor tissue areas but not with the infiltration of CD4+ or CD8+ T cells. More research is needed to further unravel the role of calcium in tumor-immune profiles and associations with clinical outcomes. Our findings offer a promising basis for further research.</p><p><strong>Prevention relevance: </strong>Our research contributes to the understanding of how diet could influence immune cell infiltration in and around the tumor. Understanding which factors influence antitumor immune responses is of importance in the prevention of cancer recurrence and/or progression.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"561-571"},"PeriodicalIF":2.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12402789/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144082569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-02DOI: 10.1158/1940-6207.CAPR-25-0029
Laura Palmieri, Fernando T Zamuner, Dieila Giomo de Lima, Keerthana Gosala, Eli Winkler, Yash Prashar, Ana Purcell-Wiltz, Amanda García-Negrón, Ashley Ramos-Lopez, Josefina Romaguera, Bruce J Trock, Teresa Díaz-Montes, David Sidransky, Mariana Brait, Rafael Guerrero-Preston
Cervical cancer is one of the most common cancers in women. Despite progress in prevention and success in early detection through cytologic screening and human papillomavirus (HPV) detection, there remains a challenge in triaging women appropriately to colposcopy and biopsy. We sought to validate the CervicalMethDx test, a precision DNA methylation classifier for cervical cancer detection, as a reflex test in women with HPV-positive samples. A blinded retrospective study was performed on well-characterized samples in PreservCyt media from a large referral clinical laboratory in the United States. DNA methylation was assessed in three gene promoters (ZNF516, FKBP6, and INTS1) and a control gene (β-actin) by quantitative real-time methylation-specific PCR (qMSP) analysis, using machine learning algorithms. We compared DNA methylation levels in HPV-positive patients presenting with lesions in the Pap test and cervical intraepithelial neoplasia grade 2 (CIN2) or CIN3 histologic diagnosis with DNA methylation levels in HPV-positive patients with lesions in the Pap test but no intraepithelial lesion or malignancy. The CervicalMethDx test correctly classified 95% of the CIN2 samples (n = 210), with 91% sensitivity, 100% specificity, and an area under the ROC curve (AUC) of 0.96, and 94% of CIN3 samples (n = 141), with 90% sensitivity, 100% specificity, and an AUC of 0.96. Moreover, the CervicalMethDx test correctly classified 94% of combined CIN2/CIN3 samples (n = 351), with 93% sensitivity, 97% specificity, and an AUC of 0.96. CervicalMethDx demonstrated strong discriminatory power for identifying CIN2/CIN3 risk and may complement current triage strategies for colposcopy referral. Prospective, population-based studies, including those in low-resource settings, are needed for further evaluation.
Prevention relevance: The CervicalMethDx test integrates DNA methylation analysis and machine learning to improve early detection of high-grade cervical lesions (high-grade squamous intraepithelial lesions), offering a noninvasive, cost-effective screening tool. Enhanced risk stratification and overtreatment reduction expand equitable access to precision prevention programs. Further validation will clarify CervicalMethDx's alignment with global cervical cancer prevention strategies.
{"title":"CervicalMethDx: A Precision DNA Methylation Test to Identify Risk of High-Grade Intraepithelial Lesions in Cervical Cancer Screening Algorithms.","authors":"Laura Palmieri, Fernando T Zamuner, Dieila Giomo de Lima, Keerthana Gosala, Eli Winkler, Yash Prashar, Ana Purcell-Wiltz, Amanda García-Negrón, Ashley Ramos-Lopez, Josefina Romaguera, Bruce J Trock, Teresa Díaz-Montes, David Sidransky, Mariana Brait, Rafael Guerrero-Preston","doi":"10.1158/1940-6207.CAPR-25-0029","DOIUrl":"10.1158/1940-6207.CAPR-25-0029","url":null,"abstract":"<p><p>Cervical cancer is one of the most common cancers in women. Despite progress in prevention and success in early detection through cytologic screening and human papillomavirus (HPV) detection, there remains a challenge in triaging women appropriately to colposcopy and biopsy. We sought to validate the CervicalMethDx test, a precision DNA methylation classifier for cervical cancer detection, as a reflex test in women with HPV-positive samples. A blinded retrospective study was performed on well-characterized samples in PreservCyt media from a large referral clinical laboratory in the United States. DNA methylation was assessed in three gene promoters (ZNF516, FKBP6, and INTS1) and a control gene (β-actin) by quantitative real-time methylation-specific PCR (qMSP) analysis, using machine learning algorithms. We compared DNA methylation levels in HPV-positive patients presenting with lesions in the Pap test and cervical intraepithelial neoplasia grade 2 (CIN2) or CIN3 histologic diagnosis with DNA methylation levels in HPV-positive patients with lesions in the Pap test but no intraepithelial lesion or malignancy. The CervicalMethDx test correctly classified 95% of the CIN2 samples (n = 210), with 91% sensitivity, 100% specificity, and an area under the ROC curve (AUC) of 0.96, and 94% of CIN3 samples (n = 141), with 90% sensitivity, 100% specificity, and an AUC of 0.96. Moreover, the CervicalMethDx test correctly classified 94% of combined CIN2/CIN3 samples (n = 351), with 93% sensitivity, 97% specificity, and an AUC of 0.96. CervicalMethDx demonstrated strong discriminatory power for identifying CIN2/CIN3 risk and may complement current triage strategies for colposcopy referral. Prospective, population-based studies, including those in low-resource settings, are needed for further evaluation.</p><p><strong>Prevention relevance: </strong>The CervicalMethDx test integrates DNA methylation analysis and machine learning to improve early detection of high-grade cervical lesions (high-grade squamous intraepithelial lesions), offering a noninvasive, cost-effective screening tool. Enhanced risk stratification and overtreatment reduction expand equitable access to precision prevention programs. Further validation will clarify CervicalMethDx's alignment with global cervical cancer prevention strategies.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"531-540"},"PeriodicalIF":2.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12402793/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144174604","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-02DOI: 10.1158/1940-6207.CAPR-25-0035
Sarah P Blagden, Kevin W Dodd, Karen Brown, Eva Szabo
Precision prevention trials are biologically driven interception studies conducted in high cancer risk groups. These are smaller, potentially faster, cheaper, and more commercially attractive than traditional large-scale population prevention studies. In this article, we discuss the key challenges of conducting precision prevention research and their mitigations.
{"title":"Precision Prevention Studies: A Targeted Approach to Cancer Prevention.","authors":"Sarah P Blagden, Kevin W Dodd, Karen Brown, Eva Szabo","doi":"10.1158/1940-6207.CAPR-25-0035","DOIUrl":"10.1158/1940-6207.CAPR-25-0035","url":null,"abstract":"<p><p>Precision prevention trials are biologically driven interception studies conducted in high cancer risk groups. These are smaller, potentially faster, cheaper, and more commercially attractive than traditional large-scale population prevention studies. In this article, we discuss the key challenges of conducting precision prevention research and their mitigations.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"499-507"},"PeriodicalIF":2.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12410337/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144577039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-02DOI: 10.1158/1940-6207.CAPR-24-0401
Melanie K Flores, Jessica L Janes, Mirajul Islam, Junxiang Wan, Jiali Liu, Romonia R Reams, Li-Ming Su, Kelvin Yen, Hemal H Mehta, Allison Reagan, Lauren E Howard, Emily Wiggins, Adriana C Vidal, Stephen J Freedland, Pinchas Cohen
Black individuals are disproportionately burdened by prostate cancer compared with White individuals. The mitochondrion is an untapped source for prostate cancer biomarkers, and previous work has shown that altered mitochondrial DNA (mtDNA) copy number is linked to mitochondrial dysfunction and tumorigenesis. We assess whether mtDNA copy number is altered in patients with and without prostate cancer in a racially specific manner. Circulating cell-free mtDNA copy number from plasma and mtDNA copy number from white blood cells (WBC) were measured in 199 patients undergoing biopsy (50:50 White cases/controls and 50:49 Black cases/controls). mtDNA copy number was determined via Droplet Digital PCR. Logistic regressions tested associations between mtDNA and prostate cancer by race. The AUC was compared between covariate-only models and models with mtDNA. In both plasma and WBCs, mtDNA copy number was significantly increased in cases compared with controls in White patients, but not in Black patients. Interestingly, Black controls had higher mtDNA copy number levels than White controls. Multivariable analysis revealed significant associations of plasma mtDNA and WBC mtDNA with prostate cancer for White patients only. Elevated mtDNA copy number was more accurate in predicting prostate cancer in White patients than in Black patients. Higher mtDNA copy number levels were associated with prostate cancer in both Black and White patients. Plasma mtDNA may be more accurate than WBC mtDNA in predicting prostate cancer incidence in Black men. Overall, Black controls had higher mtDNA copy number levels than White controls, suggesting mtDNA copy number may be implicated in prostate cancer health disparities.
Prevention relevance: Our study shows that mtDNA copy number is a significant predictor of prostate cancer in White individuals, suggesting its potential use in early detection and prevention strategies. The absence of this association in Black individuals highlights the need for race-specific biomarkers in prostate cancer prevention efforts.
{"title":"Mitochondrial DNA Copy-Number Assessment Is a Potent Predictor for Prostate Cancer in White but Not Black Individuals.","authors":"Melanie K Flores, Jessica L Janes, Mirajul Islam, Junxiang Wan, Jiali Liu, Romonia R Reams, Li-Ming Su, Kelvin Yen, Hemal H Mehta, Allison Reagan, Lauren E Howard, Emily Wiggins, Adriana C Vidal, Stephen J Freedland, Pinchas Cohen","doi":"10.1158/1940-6207.CAPR-24-0401","DOIUrl":"10.1158/1940-6207.CAPR-24-0401","url":null,"abstract":"<p><p>Black individuals are disproportionately burdened by prostate cancer compared with White individuals. The mitochondrion is an untapped source for prostate cancer biomarkers, and previous work has shown that altered mitochondrial DNA (mtDNA) copy number is linked to mitochondrial dysfunction and tumorigenesis. We assess whether mtDNA copy number is altered in patients with and without prostate cancer in a racially specific manner. Circulating cell-free mtDNA copy number from plasma and mtDNA copy number from white blood cells (WBC) were measured in 199 patients undergoing biopsy (50:50 White cases/controls and 50:49 Black cases/controls). mtDNA copy number was determined via Droplet Digital PCR. Logistic regressions tested associations between mtDNA and prostate cancer by race. The AUC was compared between covariate-only models and models with mtDNA. In both plasma and WBCs, mtDNA copy number was significantly increased in cases compared with controls in White patients, but not in Black patients. Interestingly, Black controls had higher mtDNA copy number levels than White controls. Multivariable analysis revealed significant associations of plasma mtDNA and WBC mtDNA with prostate cancer for White patients only. Elevated mtDNA copy number was more accurate in predicting prostate cancer in White patients than in Black patients. Higher mtDNA copy number levels were associated with prostate cancer in both Black and White patients. Plasma mtDNA may be more accurate than WBC mtDNA in predicting prostate cancer incidence in Black men. Overall, Black controls had higher mtDNA copy number levels than White controls, suggesting mtDNA copy number may be implicated in prostate cancer health disparities.</p><p><strong>Prevention relevance: </strong>Our study shows that mtDNA copy number is a significant predictor of prostate cancer in White individuals, suggesting its potential use in early detection and prevention strategies. The absence of this association in Black individuals highlights the need for race-specific biomarkers in prostate cancer prevention efforts.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"541-550"},"PeriodicalIF":2.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12354066/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144030101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-02DOI: 10.1158/1940-6207.CAPR-24-0545
Lukmon M Raji, Monowarul M Siddique, Margaret S Bohm, Joseph F Pierre, Mary C Playdon, Scott A Summers, Bing Li, Katherine L Cook, E Angela Murphy, Liza Makowski
Obesity is a global menace that has impacted more than 14% of adults worldwide and more than a third of Americans. Importantly, obesity is associated with an increased risk of more than 13 types of cancer and worse outcomes, including increased mortality. This review focuses on the importance of considering obesity and metabolic dysfunction in cancer risk as part of the NCI's funded consortium known as the Metabolic Dysfunction and Cancer Risk Program. It describes previous and ongoing mouse models used in studies conducted by Metabolic Dysfunction and Cancer Risk Program consortium members, as well as other relevant studies. Most cancer studies examine tumor progression, metastasis, or recurrence, which are consequences following tumor onset; however, this approach does not consider risk per se. To truly model cancer risk, parameters to measure include the quantification of cancer onset, measured as incidence or latency. Investigators must be cognizant of many factors in study design, including the choice of cancer model and genetic strain. Preclinical approaches addressing risk typically include genetically engineered mouse models or the administration of irritants or carcinogens. We also discuss the transplantation of cells or tumors such as allografts or xenografts, with a focus on tumor rejection or regression to approximate cancer risk, not cancer progression. Herein, we highlight two cancers, breast and colorectal cancers, in which risk is associated with obesity and discussed varied murine model approaches, as well as key findings that explore cancer risk, prevention, or interception.
{"title":"Murine Models of Obesity-Related Cancer Risk.","authors":"Lukmon M Raji, Monowarul M Siddique, Margaret S Bohm, Joseph F Pierre, Mary C Playdon, Scott A Summers, Bing Li, Katherine L Cook, E Angela Murphy, Liza Makowski","doi":"10.1158/1940-6207.CAPR-24-0545","DOIUrl":"10.1158/1940-6207.CAPR-24-0545","url":null,"abstract":"<p><p>Obesity is a global menace that has impacted more than 14% of adults worldwide and more than a third of Americans. Importantly, obesity is associated with an increased risk of more than 13 types of cancer and worse outcomes, including increased mortality. This review focuses on the importance of considering obesity and metabolic dysfunction in cancer risk as part of the NCI's funded consortium known as the Metabolic Dysfunction and Cancer Risk Program. It describes previous and ongoing mouse models used in studies conducted by Metabolic Dysfunction and Cancer Risk Program consortium members, as well as other relevant studies. Most cancer studies examine tumor progression, metastasis, or recurrence, which are consequences following tumor onset; however, this approach does not consider risk per se. To truly model cancer risk, parameters to measure include the quantification of cancer onset, measured as incidence or latency. Investigators must be cognizant of many factors in study design, including the choice of cancer model and genetic strain. Preclinical approaches addressing risk typically include genetically engineered mouse models or the administration of irritants or carcinogens. We also discuss the transplantation of cells or tumors such as allografts or xenografts, with a focus on tumor rejection or regression to approximate cancer risk, not cancer progression. Herein, we highlight two cancers, breast and colorectal cancers, in which risk is associated with obesity and discussed varied murine model approaches, as well as key findings that explore cancer risk, prevention, or interception.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"509-529"},"PeriodicalIF":2.6,"publicationDate":"2025-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12289351/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144287410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01DOI: 10.1158/1940-6207.CAPR-24-0534
Dalia Littman, Abhishek Bhattacharya, Fumiko Chino
Smoking cessation following a cancer diagnosis is associated with improved outcomes, including reduced overall mortality. We searched the websites of 64 NCI-designated cancer centers that provide clinical cancer care to adults for webpages about smoking cessation and assessed the quality of the available content. Thirty-five of 64 (55%) websites hosted smoking cessation-focused webpages. Of those 35 webpages, 20 (57%) explicitly stated that smoking cessation decreases overall mortality, 8 (23%) included information about smoking cessation medications, 9 (26%) offered behavioral counseling tips such as setting a quit date or advising on habit replacement, and 11 (31%) described the risks and benefits of e-cigarette use. Links to other established smoking cessation organizations were evaluated; 15 (43%) webpages linked to smokefree.gov, 20 (57%) listed the phone numbers for state or national quitlines, and 5 (14%) described the Cancer Center Cessation Initiative. The average estimated reading level of the webpages was 10.5. These findings suggest that cancer center websites, which patients may access for trustworthy online medical information, often lack actionable and/or comprehensible information to help patients with cancer quit smoking. There is an opportunity to strengthen online communication to patients about effective smoking cessation strategies, which may help patients live longer and healthier lives.
Prevention relevance: Smoking cessation is paramount to preventing the onset of cancer, and in those who have a cancer diagnosis, quitting smoking will improve outcomes and also help reduce the risk of developing a second cancer.
{"title":"Availability, Reading Level, Quality, and Accessibility of Cancer Center Smoking Cessation Materials.","authors":"Dalia Littman, Abhishek Bhattacharya, Fumiko Chino","doi":"10.1158/1940-6207.CAPR-24-0534","DOIUrl":"https://doi.org/10.1158/1940-6207.CAPR-24-0534","url":null,"abstract":"<p><p>Smoking cessation following a cancer diagnosis is associated with improved outcomes, including reduced overall mortality. We searched the websites of 64 NCI-designated cancer centers that provide clinical cancer care to adults for webpages about smoking cessation and assessed the quality of the available content. Thirty-five of 64 (55%) websites hosted smoking cessation-focused webpages. Of those 35 webpages, 20 (57%) explicitly stated that smoking cessation decreases overall mortality, 8 (23%) included information about smoking cessation medications, 9 (26%) offered behavioral counseling tips such as setting a quit date or advising on habit replacement, and 11 (31%) described the risks and benefits of e-cigarette use. Links to other established smoking cessation organizations were evaluated; 15 (43%) webpages linked to smokefree.gov, 20 (57%) listed the phone numbers for state or national quitlines, and 5 (14%) described the Cancer Center Cessation Initiative. The average estimated reading level of the webpages was 10.5. These findings suggest that cancer center websites, which patients may access for trustworthy online medical information, often lack actionable and/or comprehensible information to help patients with cancer quit smoking. There is an opportunity to strengthen online communication to patients about effective smoking cessation strategies, which may help patients live longer and healthier lives.</p><p><strong>Prevention relevance: </strong>Smoking cessation is paramount to preventing the onset of cancer, and in those who have a cancer diagnosis, quitting smoking will improve outcomes and also help reduce the risk of developing a second cancer.</p>","PeriodicalId":72514,"journal":{"name":"Cancer prevention research (Philadelphia, Pa.)","volume":" ","pages":"OF1-OF4"},"PeriodicalIF":2.6,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144980815","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}