AI Article Synopsis

  • * Traditional imaging techniques (CT, MRI), effective for other treatments, are less useful in immunotherapy because they can't accurately capture the unique response patterns and complications associated with these treatments.
  • * Radiomics analysis is an emerging area that might help identify which patients are likely to benefit from immunotherapy or experience immune-related adverse effects (ir-AEs).

Article Abstract

Immunotherapy denotes an exemplar change in an oncological setting. Despite the effective application of these treatments across a broad range of tumors, only a minority of patients have beneficial effects. The efficacy of immunotherapy is affected by several factors, including human immunity, which is strongly correlated to genetic features, such as intra-tumor heterogeneity. Classic imaging assessment, based on computed tomography (CT) or magnetic resonance imaging (MRI), which is useful for conventional treatments, has a limited role in immunotherapy. The reason is due to different patterns of response and/or progression during this kind of treatment which differs from those seen during other treatments, such as the possibility to assess the wide spectrum of immunotherapy-correlated toxic effects (ir-AEs) as soon as possible. In addition, considering the unusual response patterns, the limits of conventional response criteria and the necessity of using related immune-response criteria are clear. Radiomics analysis is a recent field of great interest in a radiological setting and recently it has grown the idea that we could identify patients who will be fit for this treatment or who will develop ir-AEs.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857844PMC
http://dx.doi.org/10.3390/diagnostics13020302DOI Listing

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