tumor-infiltrating lymphocytes;
regulatory T cells;
CD8+T cells;
cancer prognosis;
CD8;
Treg;
REGULATORY T-CELLS;
CANCER;
SURVIVAL;
CD8(+);
RATIO;
PERFORIN;
LIVER;
D O I:
10.3389/fimmu.2022.892543
中图分类号:
R392 [医学免疫学];
Q939.91 [免疫学];
学科分类号:
100102 ;
摘要:
Tumor-infiltrating lymphocytes are extensively used as prognostic biomarkers in cancer. Regulatory T cells (Tregs) or CD8+ T cells frequencies in tumor site, or their ratio, are the most common markers used to assess prognosis. This work offers a possible explanation for the opposite correlations between intra-tumoral Tregs and survival, associated with different types of cancer. The complexity involved with the selection of a preferred marker, including the effect of variability, is presented and discussed. The lymphocytes frequency ratio is proposed as the marker of choice in most types of cancer. The ratio correlates directly with survival, irrespective of cancer type and is also less variable than the frequencies of each of the two lymphocytes, if these frequencies correlate with each other in the tumor microenvironment. However, if the frequency of one of the two lymphocytes is highly variable, abandoning the ratio in favor of the lymphocyte with less variable frequency will improve correlation with survival, especially when the intra-tumoral frequencies of the two species are inversely correlated. It is plausible, that the best prognostic marker selected this way, will be also be the best predictor of checkpoint inhibitor therapy success.
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Adams, Sarah F.
;
Levine, Douglas A.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Surg, New York, NY 10021 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Levine, Douglas A.
;
Cadungog, Mark G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Cadungog, Mark G.
;
Hammond, Rachel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Biostat & Epidemiol, Ctr Clin Epidemiol & Biostat, Abramson Canc Ctr, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Hammond, Rachel
;
Facciabene, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Facciabene, Andrea
;
Olvera, Narciso
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Surg, New York, NY 10021 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Olvera, Narciso
;
Rubin, Stephen C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Rubin, Stephen C.
;
Boyd, Jeff
论文数: 0引用数: 0
h-index: 0
机构:
Fox Chase Canc Ctr, Dept Med Oncol, Philadelphia, PA 19111 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Boyd, Jeff
;
Gimotty, Phyllis A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Biostat & Epidemiol, Ctr Clin Epidemiol & Biostat, Abramson Canc Ctr, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Gimotty, Phyllis A.
;
Coukos, George
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Cao, Xuefang
;
Cai, Sheng F.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Cai, Sheng F.
;
Fehniger, Todd A.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Fehniger, Todd A.
;
Song, Jiling
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Song, Jiling
;
Collins, Lynne I.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Collins, Lynne I.
;
Piwnica-Worms, David R.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Piwnica-Worms, David R.
;
Ley, Timothy J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USAWashington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Adams, Sarah F.
;
Levine, Douglas A.
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Surg, New York, NY 10021 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Levine, Douglas A.
;
Cadungog, Mark G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Cadungog, Mark G.
;
Hammond, Rachel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Biostat & Epidemiol, Ctr Clin Epidemiol & Biostat, Abramson Canc Ctr, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Hammond, Rachel
;
Facciabene, Andrea
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Facciabene, Andrea
;
Olvera, Narciso
论文数: 0引用数: 0
h-index: 0
机构:
Mem Sloan Kettering Canc Ctr, Dept Surg, New York, NY 10021 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Olvera, Narciso
;
Rubin, Stephen C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Rubin, Stephen C.
;
Boyd, Jeff
论文数: 0引用数: 0
h-index: 0
机构:
Fox Chase Canc Ctr, Dept Med Oncol, Philadelphia, PA 19111 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Boyd, Jeff
;
Gimotty, Phyllis A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Biostat & Epidemiol, Ctr Clin Epidemiol & Biostat, Abramson Canc Ctr, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Gimotty, Phyllis A.
;
Coukos, George
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
Univ Penn, Dept Obstet & Gynecol, Div Gynecol Oncol, Philadelphia, PA 19104 USAUniv Penn, Dept Obstet & Gynecol, Ovarian Canc Res Ctr, Abramson Canc Ctr, Philadelphia, PA 19104 USA
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Cao, Xuefang
;
Cai, Sheng F.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Cai, Sheng F.
;
Fehniger, Todd A.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Fehniger, Todd A.
;
Song, Jiling
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Song, Jiling
;
Collins, Lynne I.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Collins, Lynne I.
;
Piwnica-Worms, David R.
论文数: 0引用数: 0
h-index: 0
机构:Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA
Piwnica-Worms, David R.
;
Ley, Timothy J.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USAWashington Univ, Sch Med, Div Oncol, Dept Internal Med, St Louis, MO 63110 USA