Mast Cells in the Microenvironment of Hepatocellular Carcinoma Confer Favorable Prognosis: A Retrospective Study using QuPath Image Analysis Software

被引:2
作者
Ali, Esraa [1 ]
Cervenkova, Lenka [2 ,3 ]
Palek, Richard [2 ,4 ,5 ]
Ambrozkiewicz, Filip [1 ]
Pavlov, Sergii [1 ]
Ye, Wenjing [1 ]
Hosek, Petr [2 ]
Daum, Ondrej [6 ,7 ,8 ]
Liska, Vaclav [2 ,4 ,5 ]
Hemminki, Kari [1 ,9 ]
Trailin, Andriy [1 ]
机构
[1] Charles Univ Prague, Fac Med Pilsen, Biomed Ctr, Lab Translat Canc Genom, Plzen, Czech Republic
[2] Charles Univ Prague, Fac Med Pilsen, Biomed Ctr, Lab Canc Treatment & Tissue Regenerat, Plzen, Czech Republic
[3] Charles Univ Prague, Fac Med 3, Dept Pathol, Prague, Czech Republic
[4] Charles Univ Prague, Fac Med Pilsen, Dept Surg, Plzen, Czech Republic
[5] Charles Univ Prague, Fac Med Pilsen, Biomed Ctr, Plzen, Czech Republic
[6] Charles Univ Prague, Fac Med, Sikls Inst Pathol, Plzen, Czech Republic
[7] Charles Univ Prague, Teaching Hosp Pilsen, Plzen, Czech Republic
[8] Biopticka Lab Sro, Plzen, Czech Republic
[9] German Canc Res Ctr, Dept Canc Epidemiol, Heidelberg, Germany
来源
JOVE-JOURNAL OF VISUALIZED EXPERIMENTS | 2024年 / 206期
关键词
TUMOR-INFILTRATING LYMPHOCYTES; IMMUNE CELLS; CANCER; BIOMARKERS; DENSITY; GROWTH;
D O I
10.3791/66743
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The insights provided by in -situ detection of immune cells within hepatocellular carcinoma (HCC) might present information on patient outcomes. Studies investigating the expression and localization of immune cells within tumor tissues are associated with several challenges, including a lack of precise annotation for tumor regions and random selection of microscopic fields of view. QuPath is an open -source, user-friendly software that could meet the growing need for digital pathology in wholeslide image (WSI) analysis. The infiltration of HCC and adjacent tissues by CD1a+ immature dendritic cells (iDCs), CD117+ mast cells, and NKp46+ natural killer cells (NKs) cells was assessed immunohistochemically in representative specimens of 67 patients with HCC who underwent curative resection. The area fraction (AF) of positively stained cells was assessed automatically in WSIs using QuPath in the tumor center (TC), inner margin (IM), outer margin (OM), and peritumor (PT) area. The prognostic significance of immune cells was evaluated for time to recurrence (TTR), disease -free survival (DFS), and overall survival (OS). The AF of mast cells was significantly greater than the AF of NKs, and the AF of iDCs was significantly lower compared to NKs in each region of interest. High AFs of mast cells in the IM and PT areas were associated with longer DFS. In addition, high AF of mast cells in IM was associated with longer OS. Computer -assisted analysis using this software is a suitable tool for obtaining prognostic information for tumor -infiltrating immune cells (iDCs, mast cells, and NKs) in different regions of HCC after resection. Mast cells displayed the greatest AF in all regions of interest (ROIs). Mast cells in the peritumor region and IM showed a positive prognostic significance.
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页数:20
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