, Van Chu Nguyen1,3
, Thi Minh Hanh Ngo2
, Thi Hue Le2
, Minh Son Le2
, Huu Song Le4
, Xuan Hoan Nghiem4,5
1Hanoi Medical University, Hanoi, Vietnam
2Department of Pathology, 108 Military Central Hospital, Hanoi, Vietnam
3K Hospital (Quan Su Campus), Hanoi, Vietnam
4Vietnamese-German Center for Medical Research, 108 Military Central Hospital, Hanoi, Vietnam
5Department of Military Science, 108 Military Central Hospital, Hanoi, Vietnam
© The Korean Society of Pathologists/The Korean Society for Cytopathology
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
Ethics Statement
This study was conducted in accordance with the ethical principles for biomedical research involving human subjects. The research protocol was reviewed and approved by the Scientific and Ethics Committees of 108 Military Central Hospital and the Institutional Review Board of Hanoi Medical University (IRB-VN01.001/IRB00003121/FWA 00004148). Written informed consent was obtained from all participants prior to enrollment. Patient confidentiality was strictly maintained throughout the study.
Availability of Data and Material
The data presented in this study are included in the article and its supplementary materials. Further inquiries can be directed to the corresponding author.
Code Availability
Not applicable.
Author Contributions
Conceptualization: XHN, TTXL. Data curation: TTXL, MSL. Formal analysis: XHN, TTXL. Investigation: TTXL, TMHN, MSL, THL. Methodology: TTXL, TMHN, MSL. Supervision: XHN, HSL. Writing—original draft: TTXL, XHN. Writing—review and editing: HSL, VCN. Approval of final manuscript: all authors.
Conflicts of Interest
The authors declare that they have no potential conflicts of interest.
Funding Statement
No funding to declare.
Acknowledgments
The authors would like to thank all study participants for their participation.
Values are presented as number (%). p-values were derived from comparisons across CPS categories using the chi-square test or Fisher’s exact test, as appropriate. p for trend was calculated across ordered CPS categories when applicable. CPS was categorized as <1, 1–5, >5–10, and >10. All tests were two-sided.
CPS, combined positive score.
Three separate parsimonious models were constructed for each endpoint to avoid collinearity among CPS, IC, and TC. Each model included one PD-L1 metric and a limited set of prespecified clinicopathological covariates: collapsed TNM stage (I–II vs. III–IV), lymphovascular invasion, and perineural invasion. All p-values are two-sided.
HR, hazard ratio; CI, confidence interval; CPS, combined positive score; LVI, lymphovascular invasion; PNI, perineural invasion; IC, immune-cell PD-L1; TC, tumor-cell PD-L1; PD-L1, programmed cell death ligand 1.
| Analysis | Result | Effect estimate (95% CI) | p-value |
|---|---|---|---|
| Study population for early recurrence analysis | |||
| Total evaluable patients | 121 | - | - |
| Early recurrence (≤12 mo) | 14 | - | - |
| Late recurrence (>12 mo) | 4 | - | - |
| No recurrence during follow-up | 103 | - | - |
| Early recurrence frequency by CPS | |||
| CPS ≤5 | 12/69 (17.4%) | Reference | - |
| CPS >5 | 2/52 (3.8%) | - | - |
| Binary comparison | |||
| CPS ≤5 vs. CPS >5 | - | OR 5.26 (1.12–24.66) | .023a |
| Logistic regression | |||
| CPS >5 vs. ≤5 (univariate) | - | OR 0.19 (0.04–0.89) | .035 |
| CPS >5 vs. ≤5 (adjusted for N category) | - | aOR 0.17 (0.04–0.83) | .028 |
| 12-Month truncated Cox model | |||
| CPS >5 vs. ≤5 (univariate) | - | HR 0.23 (0.05–1.02) | .053 |
| CPS >5 vs. ≤5 (adjusted for N category) | - | aHR 0.21 (0.05–0.94) | .042 |
| Estimated 12-month recurrence-free survival | |||
| CPS ≤5 | 81.8% | - | - |
| CPS >5 | 96.2% | - | - |
Early recurrence was defined as recurrence within 12 months after completion of curative-intent primary treatment. Comparator group for binary early recurrence analysis included patients with late recurrence (>12 months) or no recurrence during follow-up.
CPS, combined positive score; CI, confidence interval; OR, odds ratio; aOR, adjusted odds ratio; HR, hazard ratio; aHR, adjusted hazard ratio.
aFisher’s exact test.
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| Variable | Value |
|---|---|
| Age (yr) | 67.5 (57–73) |
| Age group (yr) | |
| ≤60 | 40 (32.3) |
| >60 | 84 (67.7) |
| Sex | |
| Male | 82 (66.1) |
| Female | 42 (33.9) |
| Tumor location | |
| Left colon | 46 (37.1) |
| Right colon | 27 (21.8) |
| Rectum | 51 (41.1) |
| Tumor size (cm) | |
| ≥5 | 53 (42.7) |
| <5 | 71 (57.3) |
| T category | |
| T1 | 12 (9.7) |
| T2 | 17 (13.7) |
| T3 | 52 (41.9) |
| T4 | 43 (34.7) |
| N category | |
| N0 | 69 (55.7) |
| N1 | 32 (25.8) |
| N2 | 23 (18.5) |
| M category | |
| M0 | 113 (91.1) |
| M1 | 11 (8.9) |
| TNM stage | |
| I | 22 (17.7) |
| II | 24 (19.4) |
| III | 67 (54.0) |
| IV | 11 (8.9) |
| Tumor differentiation | |
| Well differentiated | 9 (7.3) |
| Moderately differentiated | 106 (85.5) |
| Poorly differentiated | 9 (7.3) |
| Lymphovascular invasion | |
| Present | 30 (24.2) |
| Absent | 94 (75.8) |
| Perineural invasion | |
| Present | 43 (34.7) |
| Absent | 81 (65.3) |
| Tumor necrosis | |
| Present | 64 (51.6) |
| Absent | 60 (48.4) |
| NLR | 2.70 (2.00–4.29) |
| PLR | 156.1 (117.0–215.5) |
| MLR | 0.27 (0.20–0.40) |
| Variable | CPS < 1 (n = 29) | CPS 1–5 (n = 43) | CPS > 5–10 (n = 32) | CPS > 10 (n = 20) | p-value | p-trend |
|---|---|---|---|---|---|---|
| T category | ||||||
| 1–2 | 4 (13.8) | 11 (25.6) | 8 (25.0) | 6 (30.0) | .586 | .374 |
| 3–4 | 25 (86.2) | 32 (74.4) | 24 (75.0) | 14 (70.0) | ||
| N category | ||||||
| 0 | 16 (55.2) | 22 (51.2) | 17 (53.1) | 14 (70.0) | .012 | .862 |
| 1–2 | 13 (44.8) | 21 (48.8) | 15 (46.9) | 6 (30.0) | ||
| M category | ||||||
| M0 | 26 (89.7) | 39 (90.7) | 29 (90.6) | 19 (95.0) | .926 | - |
| M1 | 3 (10.3) | 4 (9.3) | 3 (9.4) | 1 (5.0) | ||
| TNM stage | ||||||
| I–II | 9 (31.0) | 14 (32.6) | 12 (37.5) | 11 (55.0) | .310 | .098 |
| III–IV | 20 (69.0) | 29 (67.4) | 20 (62.5) | 9 (45.0) | ||
| Differentiation | ||||||
| Well/moderate | 28 (96.6) | 41 (95.3) | 28 (87.5) | 18 (90.0) | .521 | .642 |
| Poor | 1 (3.4) | 2 (4.7) | 4 (12.5) | 2 (10.0) | ||
| Lymphovascular invasion | ||||||
| Yes | 0 | 15 (34.9) | 9 (28.1) | 6 (30.0) | .006 | .028 |
| No | 29 (100) | 28 (65.1) | 23 (71.9) | 14 (70.0) | ||
| Perineural invasion | ||||||
| Yes | 6 (20.7) | 14 (32.6) | 12 (37.5) | 11 (55.0) | .096 | - |
| No | 23 (79.3) | 29 (67.4) | 20 (62.5) | 9 (45.0) | ||
| Tumor necrosis | ||||||
| Yes | 9 (31.0) | 23 (53.5) | 18 (56.3) | 14 (70.0) | .047 | .009 |
| No | 20 (69.0) | 20 (46.5) | 14 (43.7) | 6 (30.0) |
| Variable | Disease-free survival | Overall survival | ||||||
|---|---|---|---|---|---|---|---|---|
| 12 months | 36 months | 60 months | p-value | 12 months | 36 months | 60 months | p-value | |
| Total | 87.5 | 81.5 | 81.5 | - | 98.1 | 87.0 | 78.6 | - |
| CPS | ||||||||
| ≤5 | 81.8 | 73.2 | 73.2 | .010 | 97.0 | 82.9 | 71.6 | .055 |
| >5 | 96.2 | 96.2 | 96.2 | 100.0 | 96.6 | 96.6 | ||
| IC (%) | ||||||||
| <1 | 86.8 | 75.6 | 75.6 | .251 | 97.5 | 90.5 | 72.4 | .301 |
| 1–5 | 83.4 | 80.2 | 80.2 | 97.4 | 76.1 | 76.1 | ||
| >5 | 94.6 | 94.6 | 94.6 | 100.0 | 95.2 | 95.2 | ||
| TC (%) | ||||||||
| <1 | 88.3 | 77.6 | 77.6 | .406 | 98.1 | 94.0 | 83.6 | .191 |
| 1–5 | 84.3 | 84.3 | 84.3 | 97.9 | 74.8 | 68.0 | ||
| >5 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | 100.0 | ||
| Model | Disease-free survival | Overall survival | ||
|---|---|---|---|---|
| Adjusted HR (95% CI) | p-value | Adjusted HR (95% CI) | p-value | |
| Model 1 | ||||
| CPS (>5 vs. ≤5) | 0.17 (0.04–0.75) | .019 | 0.17 (0.02–1.30) | .088 |
| TNM stage (III–IV vs. I–II) | 0.69 (0.25–1.95) | .489 | 0.77 (0.24–2.51) | .664 |
| LVI (yes vs. no) | 1.87 (0.56–6.23) | .311 | 1.18 (0.31–4.54) | .809 |
| PNI (yes vs. no) | 0.73 (0.22–2.41) | .610 | 1.03 (0.23–4.04) | .958 |
| Model 2 | ||||
| IC (1%–5% vs. <1%) | 0.92 (0.34–2.53) | .873 | 1.41 (0.43–4.60) | .567 |
| IC (>5% vs. <1%) | 0.28 (0.06–1.37) | .115 | 0.30 (0.03–2.69) | .280 |
| TNM stage (III–IV vs. I–II) | 0.79 (0.29–2.19) | .653 | 0.82 (0.26–2.58) | .730 |
| LVI (yes vs. no) | 1.89 (0.59–6.05) | .286 | 1.22 (0.30–4.88) | .781 |
| PNI (yes vs. no) | 0.74 (0.24–2.29) | .603 | 0.95 (0.27–3.38) | .938 |
| Model 3 | ||||
| TC (1%–5% vs. <1%) | 0.90 (0.34–2.29) | .826 | 2.34 (0.78–7.63) | .131 |
| TC (>5% vs. <1%) | 0.24 (0.00–1.90) | .218 | 0.81 (0.01–7.33) | .881 |
| TNM stage (III–IV vs. I–II) | 0.81 (0.30–2.27) | .680 | 0.82 (0.27–2.70) | .733 |
| LVI (yes vs. no) | 1.83 (0.56–5.41) | .304 | 0.86 (0.20–3.06) | .827 |
| PNI (yes vs. no) | 0.67 (0.21–1.96) | .475 | 0.65 (0.18–2.11) | .478 |
| Analysis | Result | Effect estimate (95% CI) | p-value |
|---|---|---|---|
| Study population for early recurrence analysis | |||
| Total evaluable patients | 121 | - | - |
| Early recurrence (≤12 mo) | 14 | - | - |
| Late recurrence (>12 mo) | 4 | - | - |
| No recurrence during follow-up | 103 | - | - |
| Early recurrence frequency by CPS | |||
| CPS ≤5 | 12/69 (17.4%) | Reference | - |
| CPS >5 | 2/52 (3.8%) | - | - |
| Binary comparison | |||
| CPS ≤5 vs. CPS >5 | - | OR 5.26 (1.12–24.66) | .023 |
| Logistic regression | |||
| CPS >5 vs. ≤5 (univariate) | - | OR 0.19 (0.04–0.89) | .035 |
| CPS >5 vs. ≤5 (adjusted for N category) | - | aOR 0.17 (0.04–0.83) | .028 |
| 12-Month truncated Cox model | |||
| CPS >5 vs. ≤5 (univariate) | - | HR 0.23 (0.05–1.02) | .053 |
| CPS >5 vs. ≤5 (adjusted for N category) | - | aHR 0.21 (0.05–0.94) | .042 |
| Estimated 12-month recurrence-free survival | |||
| CPS ≤5 | 81.8% | - | - |
| CPS >5 | 96.2% | - | - |
Values are presented as median (IQR) or number (%). NLR, neutrophil-to-lymphocyte ratio; PLR, platelet-to-lymphocyte ratio; MLR, monocyte-to-lymphocyte ratio; IQR, interquartile range.
Values are presented as number (%). p-values were derived from comparisons across CPS categories using the chi-square test or Fisher’s exact test, as appropriate. p for trend was calculated across ordered CPS categories when applicable. CPS was categorized as <1, 1–5, >5–10, and >10. All tests were two-sided. CPS, combined positive score.
Survival rates were estimated using the Kaplan-Meier method. p-values refer to log-rank tests comparing survival distributions between subgroups. CPS, combined positive score; IC, immune-cell PD-L1 expression; TC, tumor-cell PD-L1 expression; PD-L1, programmed cell death ligand 1.
Three separate parsimonious models were constructed for each endpoint to avoid collinearity among CPS, IC, and TC. Each model included one PD-L1 metric and a limited set of prespecified clinicopathological covariates: collapsed TNM stage (I–II vs. III–IV), lymphovascular invasion, and perineural invasion. All p-values are two-sided. HR, hazard ratio; CI, confidence interval; CPS, combined positive score; LVI, lymphovascular invasion; PNI, perineural invasion; IC, immune-cell PD-L1; TC, tumor-cell PD-L1; PD-L1, programmed cell death ligand 1.
Early recurrence was defined as recurrence within 12 months after completion of curative-intent primary treatment. Comparator group for binary early recurrence analysis included patients with late recurrence (>12 months) or no recurrence during follow-up. CPS, combined positive score; CI, confidence interval; OR, odds ratio; aOR, adjusted odds ratio; HR, hazard ratio; aHR, adjusted hazard ratio. Fisher’s exact test.