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Prospective Study
Copyright ©The Author(s) 2025.
World J Exp Med. Dec 20, 2025; 15(4): 110890
Published online Dec 20, 2025. doi: 10.5493/wjem.v15.i4.110890
Table 1 Characteristics of patients with breast cancer
Breast cancer characteristics
n (%)
Т stage
Тin situ4 (2.7)
Т1в11 (7.5)
Т1с89 (60.1)
Т244 (29.7)
N stage
N081 (54.7)
N147 (31.8)
N216 (10.8)
N34 (2.7)
Clinical stage
04 (2.7)
I (IA)53 (35.8)
IIA55 (37.2)
IIB17 (11.5)
IIIA15 (10.1)
IIIB4 (2.7)
Histology
Intraductal4 (2.7)
Ductal134 (90.5)
Lobular2 (1.4)
Others8 (5.4)
Tumor grade (G)
G116 (10.8)
G289 (60.1)
G343 (29.1)
Estrogen receptor status
negative16 (10.8)
positive132 (89.2)
Progesterone receptor status
Negative41 (27.7)
Positive107 (72.3)
HER2 status
Negative128 (85.5)
Positive20 (14.5)
Breast cancer molecular biological subtype
Luminal A56 (37.8)
Luminal B HER2-66 (44.6)
Luminal B HER2+10 (6.8)
Nonluminal HER2+10 (6.8)
Triple negative breast cancer6 (4.0)
Table 2 The severity of cytoplasmic programmed cell death protein 1 ligand 1 expression in tumor cells according to the clinical and pathological characteristics of breast cancer
Breast cancer characteristics
Severity of cPDCD1 LG1 expression in the tumor cells
Р value
T stage
Тin situ8.0 ± 2.80.86
Т1в8.4 ± 2.4
Т1с8.5 ± 2.3
Т28.2 ± 2.2
N stage
N08.7 ± 2.20.67
N18.3 ± 1.9
N26.9 ± 2.5
N39.1 ± 3.3
Clinical stage
08.0 ± 2.80.906
I (IA)8.7 ± 2.3
IIA8.5 ± 1.9
IIB8.1 ± 1.9
IIIA6.8 ± 2.6
IIIB9.1 ± 3.2
Tumor grade
G19.4 ± 2.20.003a
G28.6 ± 2.5
G37.6 ± 1.9
Lymphovascular invasion
Absent8.6 ± 2.20.27
Present8.1 ± 2.2
Perineural invasion
Absent8.7 ± 2.20.12
Present7.7 ± 2.3
Intraductal component
Absent8.5 ± 2.10.44
Present8.0 ± 2.4
Estrogen receptor status
Negative 8.3 ± 1.20.87
Positive8.4 ± 2.3
Progesterone receptor status
Negative7.4 ± 2.10.0009a
Positive8.7 ± 2.2
HER2 status
HER2 -8.7 ± 2.40.15
HER2 1+8.1 ± 1.3
HER2 2+7.4 ± 2.8
HER2 3+8.1 ± 1.3
Breast cancer molecular biological subtype
Luminal A8.3 ± 2.50.41
Luminal B HER2-8.4 ± 2.2
Luminal B HER2+8.8 ± 2.1
Nonluminal HER2+8.3 ± 1.2
TNBC8.5 ± 1.2
Table 3 Distribution of patients according to the lack of cytoplasmic programmed cell death protein 1 ligand 1 expression and the clinical and pathological characteristics of breast cancer patients
The lack of cPDCD1 LG1 in < 20% of the TCs
The lack of cPDCD1 LG1 in ≥ 20% of the TCs
P value
n
%
n
%
T stage
Тin situ4100000.0052a
Т1в981.8218.2
Т1с5157.33842.7
Т21636.42863.6
N stage
N04251.93948.10.24
N12451.12348.9
N2-31462.5637.5
Clinical stage
04100000.059
I (IA)3056.62343.4
IIA2443.63156.4
IIB847.1952.9
IIIA1066.7533.3
IIIB410000
Tumor grade
G11487.5212.50.0000a
G25563.23236.8
G31124.43475.6
Lymphovascular invasion
Absent4857.13642.90.39
Present3250.0325.0
Perineural invasion
Absent6455.75144.30.47
Present1648.51751.5
Intraductal component
Absent5753.35046.70.76
Present2356.11843.9
Estrogen receptor status
Negative531.31168.70.052
Positive7556.85743.2
Progesterone receptor status
Negative2151.22048.80.67
Positive5955.14844.9
HER2 status
Negative7357.05543.00.070
Positive735.01365.0
Molecular biological subtype
Luminal A4275.01425.00.0011a
Luminal B HER2-2842.43857.6
Luminal B HER2+550.0550.0
Nonluminal HER2+220.0880.0
TNBC350.0350.0
Table 4 Distribution of patients according to cytoplasmic programmed cell death protein 1 ligand 1 + immune cell score and the clinical and pathological characteristics of patients with breast cancer
Breast cancer characteristicsPDCD1 LG1+ IC score
Р value
< 10%
≥ 10% and < 30%
≥ 30%
n
%
n
%
n
%
T stage
Тin situ250.0250.0000.035a
Т1в436.4545.4218.2
Т1с5966.31820.21213.5
Т23681.836.8511.4
N stage
N05871.61113.61214.80.488
N13166.01124.4510.6
N2-31260.0630.0210.0
Clinical stage
0250.0250.0000.158
I (IA)3871.7611.3917.0
IIA3563.61425.4610.9
IIB1588.200211.8
IIIA960.0426.7213.3
IIIB250.0250.000
Tumor grade
G11062.5637.5000.018a
G26473.61517.289.2
G32760.0715.61124.4
Lymphovascular invasion
Absent6071.41517.9910.70.581
Present4164.11320.31015.6
Perineural invasion
Absent7968.72420.91210.40.185
Present2266.7412.1721.2
Intraductal component
Absent7368.22119.61312.20.885
Present2868.3717.1614.6
Estrogen receptor status
Negative 531.25531.25637.50.0012a
Positive9672.72317.4139.9
Progesterone receptor status
Negative 2561.0717.1921.90.122
Positive7671.02119.6109.4
HER2 status
Negative 9977.32318.064.70.0000a
Positive210.0525.01365.0
Breast cancer subtypes
Luminal A4275.0814.3610.70.0000a
Luminal B HER2-5481.81218.200
Luminal B HER2+00330770
Nonluminal HER2+220.0220.0660.0
TNBC350.0350.000
Table 5 Results of the correlation analysis
Breast cancer characteristics
Correlation coefficient
P value
Т stage1-0.1030.40932
N stage1-0.3850.00302a
Clinical stage1-0.0790.15234
Tumor grade10.8740.00000a
Estrogen receptor status1-0.9880.00000a
Progesterone receptor status1-0.5400.00004a
HER2 status10.9780.00000a
Ki67 index20.8610.00000a
Lymphovascular invasion10.0940.51440
Perineural invasion1-0.5150.00199a
Intraductal component10.1140.54373
сPDCD1 LG1 expression in TCs10.0810.42558
Lack of cPDCD1 LG1 in TCs10.4320.00000a
PDCD1 LG1+ IC score10.4540.00000a
Table 6 Results of the univariate and multivariate analyses
Breast cancer characteristics
Univariate analysis
Multivariate analysis
OR (95%CI)
P value
OR (95%CI)
P value
N stage0.017a
N0--
N11.62 (0.75-3.48)0.2171.64 (0.63-35.39)0.303
N2-36.18 (1.34-28.47)0.019a5.45 (0.83-35.73)0.077
Tumor grade< 0.0000a
G3--
G1-212.62 (5.40-29.56)< 0.0000a4.54 (1.59-12.95)0.0057a
Estrogen receptor status0.0001a
≤ 80%-
> 80%7.52 (2.71-20.82)< 0.0000a2.57 (0.69-9.62)0.16
Progesterone receptor status0.0000a
< 30%-
≥ 30%6.67 (3.11-14.28)< 0.0000a5.77 (2.09-15.97)0.001a
HER2 status< 0.0000a
HER2 0 and +--
HER2 ++ and +++8.54 (3.61-20.21)< 0.0000a3.51 (1.17-10.47)0.024
PNI0.044a
No-
Yes2.69 (1.03-7.03)0.032a2.41 (0.73-7.89)0.14
Lack of cPDCD1 LG1 in TCs< 0.0000a
≥ 20%--
< 20%12.52 (5.50-28.50)< 0.0000a
PDCD1 LG1 IC score
≥ 10%-
< 10%1.50 (0.59-3.84)0.03977
Combination of PDCD1 LG1+ IC score and lack of cPDCD1 LG1 in TCs0.0001a
Lack of cPDCD1 LG1 in ≥ 20% of the TCs and PDCD1 LG1 IC scores ≥ 10%--
Lack of cPDCD1 LG1 in ≥ 20% of the TCs and PDCD1 LG1 IC scores < 10%3.11 (0.94-10.25)0.06a1.51 (0.30-7.49)0.616
Lack of cPDCD1 LG1 in < 20% of the TCs and PDCD1 LG1 IC scores ≥ 10%2.49 (0.87-0.09)0.09a1.82 (0.45-7.37)0.399
Lack of cPDCD1 LG1 in < 20% of the TCs and PDCD1 LG1 IC scores < 10%12.00 (3.70-38.90)< 0.0000a7.59 (1.63-4.24)0.01a
Table 7 Distribution of patients in groups 1 and 2 depending on the combination of the lack of cytoplasmic programmed cell death protein 1 ligand 1 tumor cells and cytoplasmic programmed cell death protein 1 ligand 1 immune cell scores
The combination of the lack of cPDCD1 LG1 in TCs and PDCD1 LG1 IC scores
1 group (luminal A BC)
2 group (BC with Ki67 ≥ 40%)
P value (χ2 test)
BC with the lack of cPDCD1 LG1 in < 20% of the TCs and PDCD1 LG1 IC scores < 10%28 (87.5)4 (12.5)< 0.0000
BC with the lack of cPDCD1 LG1 in ≥ 20% of the TCs and PDCD1 LG1 IC scores < 10%14 (58.3)10 (41.7)
BC with the lack of cPDCD1 LG1 in < 20% of the TCs and PDCD1 LG1 IC scores ≥ 10%10 (55.6)8 (44.4)
BC with the lack of cPDCD1 LG1 in ≥ 20% of the TCs and PDCD1 LG1 IC scores ≥ 10%4 (15.4)22 (84.6)
Table 8 The levels of estrogen receptors, progesterone receptors and Ki67 proliferation index according to the breast cancer immune profile
The combination of the lack of cPDCD1 LG1 in TCs and PDCD1 LG1 IC scores
P value (χ2 test)
BC with the lack of cPDCD1 LG1 in < 20% of the TCs and PDCD1 LG1 IC scores < 10% (group 1)
BC with the lack of cPDCD1 LG1 in ≥ 20% of the TCs and PDCD1 LG1 IC scores < 10% (group 2)
BC with the lack of cPDCD1 LG1 in < 20% of the TCs and PDCD1 LG1 IC scores ≥ 10% (group 3)
BC with the lack of cPDCD1 LG1 in ≥ 20% of the TCs and PDCD1 LG1 IC scores ≥ 10% (group 4)
Estrogen receptors (%)89.4 ± 24.9191.9 ± 25.2281.4 ± 30.2342.1 ± 48.940.0071,4; 0.0042,4; 0.0053,4
Progesterone receptors (%)53.4 ± 44.7153.7 ± 44.3255.1 ± 40.1325.4 ± 40.940.0411,4; 0.0112,4; 0.0123,4
Ki67 proliferation index (%)17.2 ± 14.9129.0 ± 17.8231.8 ± 27.3366.2 ± 28.240.0141,2; 0.0031,3; < 0.000011,4; 0.000122,4; 0.0033,4
Table 9 Results of the studies of the prognostic and predictive significance of programmed cell death-ligand 1 expression in tumor cells
Ref.
No. of patients BC subtype
Clone of anti-PD-L1 antibody
Staining type; cutoff point; n (%) with expression
Association of PD-L1 expression in TCs with BC characteristics
Mori et al[16], 2017 248, allClone E1 L3N (monoclonal rabbit antibody, Cell Signaling Technology, Beverly, MA, United States)NS; ≥ 1%; three scoring intervals: < 1% - negative (58.5); 1%-49% - weak-positive (26.2); ≥ 50% - strong-positive (15.3)With tumor G3 (Р = 0.0015), a high Ki67 (Р < 0.0001), a high TILs (Р < 0.0001); Correlations with RFS and OS were absent
Oner et al[17], 2023 50, TNBC Clone SP263 (rabbit monoclonal antibody, Ventana Clone kit)Membrane; ≥ 1%; four scoring intervals: ≥ 1% and < 5%; ≥ 5% and < 10%; ≥ 10% and < 20%; ≥ 20%; 25 (50)With G3 (Р < 0.0001) TCs+ score ≥ 20% were associated with a better DFS and DSS
Shang et al[18], 2022 155, HER2+Clone SP142 (rabbit monoclonal antibody, Ventana, Shanghai Roche Diagnostic Products Limited Company, Shanghai, China)Membrane or cytoplasmic; ≥ 1%; continuous scale with 5% step; 62 (40)No correlation
Çetin et al[19], 2024 85, HER2+Clone 73-10 (monoclonal antibody, Leica Biosystems, Newcastle, United Kingdom)Membrane; ≥ 1%; 36 (42.4)No correlation
Hoffmann et al[20], 2022 127, allClone ZR3 (rabbit monoclonal antibody, Cell Marque – Sigma-Aldrich, MO, United States)Membrane or cytoplasmic; ≥ 1%; 40 (31.5)with a high TILLs (Р = 0.02) and pCR (Р = 0.02)
Kitano et al[21], 2022 166, all (II-III stage)antihuman PD-L1 polyclonal antibody (ProScience, Poway, California, United States)Membrane or cytoplasmic; > 0%; All 62 (34); HR+HER2- (20); HR-HER2+ (32); TNBC (49)With tumor G3 (Р < 0.0001), TNBC (Р < 0.0001), a high TILs (Р < 0.0001), p53 (Р = 0.0074) and pCR for TNBC (Р = 0.05). Correlations with RFS and OS were absent
Qin et al[22], 2015 870, allRabbit primary anti-PD-L1 antibody (Cell Signaling Technology, Beverly, MA, United States) Membrane; ≥ 5%; All 189 (21.7); Luminal A (11.5); HR+HER2+ (7.7); HR+HER2 (8.6); TNBC (55.9)With tumor size > 20 mm (Р = 0.002), tumor G3 (Р = 0.013), presence of LVI (Р = 0.015), ER-negative status (Р < 0.001) and PR-negative status (Р < 0.001), TNBC (Р < 0.001) and decreased DFS (Р = 0.012) and OS (Р < 0.001)
Muenst et al[23], 2014 650, allRabbit-anti-human PD-L1 polyclonal antibody (Abcam, Cambridge, United Kingdom)Membrane or cytoplasmic; H-score 0-300 (0–99 - negative/Low expression, and 100–300 - positive expression); All 152 (23.4); Luminal A (12.1); HR+HER2+ (28.8); HR+HER2- (20.4); HR-HER2+ (33.9); TNBC (30.7)With T3-T4 stages (Р < 0.0001), N2 stage (Р < 0.0001), tumor G3 (Р = 0.0007), ER-negative status (Р = 0.002), HER2-positive status (Р = 0.0237), a high Ki67 (Р = 0.043) and decreased OS (Р < 0.0001)
Li et al[24], 2016 501, allClone ab58810 (primary polyclonal anti-PD-L1 antibody, Abcam, Cambridge, United Kingdom)Membrane or cytoplasmic; H-score 0-300 (0–99 - negative/Low expression, and 100–300 - positive expression); All 231 (46.1); Luminal A (37.0); HR+HER2- (45.8); HR+HER2+ (48.5); HR-HER2+ (57.5); TNBC (58.2)With tumor G3 (Р = 0.0008), N2-N3 stages (Р = 0.005), ER-negative status (Р = 0.006) and PR-negative status (Р < 0.001), and decreased DFS (Р < 0.001) and OS (Р = 0.002)
Wang et al[25], 2017 443, allClone SP142 (Pleasanton, CA, United States)NS; H-score 0-300; All 73 (16.5); Luminal A (12); Luminal B (21); HR-HER2+ (9); TNBC (31)With tumor G3 (Р = 0.001), ER-negative status (Р = 0.005) and PR-negative status (Р = 0.002), a high TILs (Р < 0.05). Correlations with RFS and OS were absent (Р > 0.05)
Parvathareddy et al[26], 2021 1003, TNBCClone E1 L3N (Cell Signaling Technology, Danvers, MA, United States)Membrane and cytoplasmic but only membrane was assessed; ≥ 5%; 329 (32.8)With younger age (Р = 0.0432), tumor G3 (Р = 0.0025), ER-negative status (Р < 0.0001), PR-negative status (Р = 0.0001), TNBC (Р = 0.0062) and a high Ki67 (Р < 0.0001). Correlations with RFS and OS were absent (Р > 0.05)
Guo et al[27], 2020 341, allClone 22C3 (Dako North America Inc., Carpinteria, CA, United States)Membrane; ≥ 1%; All 24 (10); HR+ (9); HER2+ (16); TNBC (10)with tumor G3 (Р < 0.0001), PR-negative status (Р = 0.0125), a high TILs (Р < 0.0001)
Chu et al[28], 2022 132, TNBCClone SP142 (Ventana Medical Systems)Membrane; ≥ 1%; All 36 (27.3); ≥ 10% (2.3)Correlations with RFS and OS were absent
Ni et al[29], 2022 1752, allClone SP142 (rabbit monoclonal primary antibody, Ventana Medical Systems Inc.)Membrane; ≥ 1%; 173 (10.1)With ER-negative status, PR-negative status, HER-positive status, TNBC, a high Ki67, a high TILs and PD-L1-positive ICs; Correlations with DSS, RFS and OS were absent
Table 10 Results of the studies of the prognostic and predictive significance of programmed cell death ligand 1 expression in immune cells
Ref.
No. of patients BC subtype
Clone of anti-PD-L1 antibody
Staining type, cutoff point, n (%)
Association of PD-L1 expression in ICs with BC characteristics
Oner et al[17], 2021 50, TNBCClone SP263 (rabbit monoclonal antibody, Ventana)NS; ≥ 1%; four scoring intervals: ≥ 1%; ≥ 5%; ≥ 10% and ≥ 20%; 23 (46)ICs+ score ≥ 1% was associated with tumor G3 (Р = 0.0001) and pCR (Р = 0.064). ICs+ score ≥ 20% was associated with better DFS (Р = 0.041) and OS (Р = 0.049)
Shang et al[18], 2022 155, HER2+Clone SP142 (rabbit monoclonal antibody, Ventana, Shanghai Roche Diagnostic Products Limited Company, Shanghai, China)Membrane or cytoplasmic; ≥ 1%; continuous scale with 5% step; 108 (69.7)With ER-negative status (Р < 0.05), PR-negative status (Р < 0.05), and pCR
Çetin et al[19], 2024 85, HER2+Clone 73–10 (monoclonal antibody, Leica Biosystems, Newcastle, United Kingdom)Membrane or cytoplasmic; ≥ 1%; 32 (37.6)With tumor G3 (Р = 0.002), a high Ki67, a high TILs and pCR
Stanowska et al[32], 2022 93, TNBC, G3Clone SP142 (rabbit monoclonal antibody, Roche Diagnostics, Basel, Switzerland) NS; ≥ 1%; 53 (57)With a high TILs (Р < 0.001) and pCR (Р < 0.01)
Hoffmann et al[20], 2022 127, allClone ZR3
(rabbit monoclonal antibody, Cell Marque – Sigma-Aldrich, MO, United States)
Membrane or cytoplasmic; ≥ 1%; All 70 (55.1); HR+HER2- (46.2); HR+HER2+ (61.5); HR-HER2+ (50.0); TNBC (87.5)With a high TILs (Р = 0.01)
Bae et al[33], 2016 465, allClone E1 L3 (rabbit monoclonal antibody, Cell Signaling Technology, Beverly, United States)Membrane or cytoplasmic; H-score 0-300 (0–99 - negative/Low expression, and 100–300 - positive expression); All 63 (13.5); Luminal A (2.5); HR+HER2- (17.1); HR+HER2+ (18.9); HR-HER2+ (28.9); TNBC (29.6)With tumor G3 (Р < 0.001), N0 stage (Р = 0.011), early stages (Р = 0.025), ER-negative status (Р < 0.001) and PR-negative status (Р = 0.002), HER2-positive status (Р = 0.003), a high Ki67, a high TILs (Р < 0.001), with better DFS and OS in patients with HR+HER2+, HR-HER2+ and TNBC (Р < 0.05)
Mori et al[16], 2017 248, allClone E1 L3N (monoclonal rabbit antibody, Cell Signaling Technology, Beverly, MA, United States)NS; ≥ 5%; 129 (52.0)Correlations with RFS and OS were absent
Hoda et al[34], 2020 156, TNBCClone SP142 (Ventana Medical Systems, United States)NS; ≥ 1%; 74 (47.4)With a high TILs (Р < 0.001); PD-L1 expression in ICs was more frequently detected in primary tumors than in metastatic tumors
Sigurjonsdottir et al[31], 2024 237, early-stage TNBCClone SP142 (Ventana Medical Systems, Inc., AZ, United States)NS; ≥ 1%; 120 (50.6) With better DFS (Р = 0.017), OS (Р = 0.032) and distant relapse-free interval (Р = 0.027) but only in patients who received neo-A-ChT
Cha et al[35], 2021 316, allClone SP142 (Ventana Medical System) Membrane and cytoplasmic; ≥ 1%; All 43 (14.3); HR+HER2- (1.4); HR+HER2+ (11.9); HR-HER2+ (11.9); TNBC (20.7)With tumor G3 (Р < 0.001), early stages (Р = 0.042), ER-negative status (Р < 0.001) and PR-negative status (Р < 0.001), a high Ki67 (Р < 0.001) and TNBC (Р < 0.001). Correlations of markers with RFS and OS were absent (Р > 0.05)
Cha et al[35], 2021 316, allClone SP263 (Ventana Medical System)Membrane and cytoplasmic; ≥ 1%; All 115 (38.5); HR+HER2- (9.9); HR+HER2+ (37.3); HR-HER2+ (37.3); TNBC (54.8)With tumor G3 (Р < 0.001), ER-negative status (Р = 0.008) and PR-negative status (Р = 0.003), a high Ki67 (Р = 0.002) and TNBC (Р < 0.001). Correlations of markers with RFS and OS were absent (Р > 0.05)
Guo et al[27], 2020 341, allClone 22C3 (Dako North America Inc., Carpinteria, CA, United States)Membrane and cytoplasmic; ≥ 1%; All 58 (17.1); HR+ (13); HER2+ (29); TNBC (31)With tumor G3 (Р < 0.0001), ER-negative status (Р = 0.0011), PR-negative status (Р < 0.0001), TNBC (P = 0.0069), a high TILs (Р < 0.0001) and decreased OS in patients with HAChT (Р = 0.021)
Chu et al[28], 2022 132, TNBCClone SP142 (Ventana Medical Systems)Membrane and cytoplasmic; ≥ 1%; All 46 (34.8); ≥ 10% (20.5)ICs+ score ≥ 10% with pT1 (Р = 0.03), fewer lymph node metastases (Р = 0.002), the absence of LVI (Р = 0.024) and better DFS (Р = 0.038)
Ni et al[29], 2022 1752, allClone SP142 (rabbit monoclonal primary antibody, Ventana Medical Systems Inc.)Membrane and cytoplasmic; ≥ 1%; 600 (34.2)With ER-negative status, PR-negative status, HER-positive status, TNBC, a high Ki67, a high TILs and PD-L1-positive TCs. Correlations with DSS, RFS and OS were absent