A Systematic Review of Artificial Intelligence in Prostate Cancer

The diagnosis and management of prostate cancer involves the interpretation of data from multiple modalities to aid in decision making. Tools like PSA levels, MRI guided biopsies, genomic biomarkers, and Gleason grading are used to diagnose, risk stratify, and then monitor patients during respective follow-ups. Nevertheless, diagnosis tracking and subsequent risk stratification often lend itself to significant subjectivity. Artificial intelligence (AI) can allow clinicians to recognize difficult relationships and manage enormous data sets, which is a task that is both extraordinarily difficult and time consuming for humans. By using AI algorithms and reducing the level of subjectivity, it is possible to use fewer resources while improving the overall efficiency and accuracy in prostate cancer diagnosis and management. Thus, this systematic review focuses on analyzing advancements in AI-based artificial neural networks (ANN) and their current role in prostate cancer diagnosis and management.

Leydig stem cells and future therapies for hypogonadism

PURPOSE OF REVIEW

In this review, we outline the most recent advances in the development of Leydig stem cells (LSCs) and summarize the current and upcoming treatments for hypogonadism.

RECENT FINDINGS

In-vitro and in-vivo studies show that inducing stem cells to differentiate into testosterone-producing adult Leydig cells is possible. In addition, LSCs can be grafted with Sertoli cells to increase testosterone levels in vivo. This therapy causes minimal effects on luteinizing hormone and follicle stimulating hormone levels. Novel therapies for hypogonadism include varying methods of testosterone delivery such as intranasal and oral agents, as well as novel selective estrogen and androgen receptor modulators.

SUMMARY

LSC therapies provide an effective way of increasing testosterone levels without detrimentally affecting gonadotropin levels. Next steps in developing viable Leydig cell grafting options for the treatment of hypogonadism should include the assessment of efficacy and potency of current animal models in human trials. Recently, both intranasal and oral testosterone have been made available and shown promising results in treating hypogonadism while maintaining fertility. Enclomiphene citrate and selective androgen receptor modulators have been suggested as future therapies for hypogonadism; however, further studies assessing efficacy and adverse effects are needed.