Immunological classification of renal cell carcinoma patients based on phenotypic analysis of immune check-point molecules.

Atsunari KawashimaTakayuki KanazawaKumiko GotoMitsunobu MatsumotoAkiko Morimoto-OkazawaKota IwahoriTakeshi UjikeAkira NagaharaKazutoshi FujitaMotohide UemuraNorio NonomuraHisashi Wada

Published in: Cancer immunology, immunotherapy : CII (2017)

This study showed that the presence of classable diversity in the immunological signature of tumour tissue-infiltrating lymphocytes correlated with prognosis and tumour aggressiveness that was observed even within individual tumours in some patients with renal cell carcinoma.

Keyphrases

renal cell carcinoma
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
machine learning
peritoneal dialysis
deep learning
peripheral blood