ObjectivesThis discussion paper presents recent evidence regarding cancer screening and prevention among the transgender and gender diverse (TGD) community and highlights where and how advanced practice nurses (APNs), particularly those in primary care, can better contribute to closing the gap between healthcare disparities between TGD and cisgendered populations. MethodsRelevant publications on the topic and professional guidelines and evidence have formed the basis for this discussion paper. ResultsTGD individuals are a vulnerable population with unique needs. They remain at risk of cancer and might be at greater risk of developing some cancers compared to cisgendered people but are underscreened. Barriers to gender-affirming care need to be addressed to improve access to prevention and screening services and improve the cancer care experiences and outcomes of TGD people. ConclusionAPNs can work in collaboration with TGD individuals and the healthcare system to improve access to culturally safe cancer screening and more effective prevention of cancer and poor cancer outcomes. Implications for Nursing PracticeAPNs have the potential to improve access to cancer screening for TGD people by increasing their understanding of the needs of the population, providing culturally safe care, and advocating for more preventative care and cancer screening. With greater knowledge and understanding of the needs and preferences of TGD people both broadly and in relation to cancer screening and prevention, targeted interventions and care approaches can be implemented. APNs should also aim to conduct evaluations and research into cancer prevention and screening to build the currently limited evidence base and nursing knowledge in this important field.