| Literature DB >> 35158759 |
Fátima Aires1, Darlene Rodrigues1,2,3, María Piñeiro Lamas4,5, Maria Teresa Herdeiro6, Adolfo Figueiras4,5,7, Maria José Oliveira2,8,9, Margarida Marques1, Ana Teresa Pinto6.
Abstract
The standard of care for the treatment of locally advanced rectal cancer is neoadjuvant chemoradiotherapy (nCRT) followed by surgery, but complete response rates are reduced. To find predictive biomarkers of response to therapy, we conducted a retrospective study evaluating blood biomarkers before nCRT. Hemoglobin (Hg), C-reactive protein (CRP), platelets, carcinoembryonic antigen, carbohydrate antigen 19.9 levels, and neutrophil/lymphocyte ratio were obtained from 171 rectal cancer patients before nCRT. Patients were classified as responders (Ryan 0-1; ycT0N0), 59.6% (n = 102), or nonresponders (Ryan 2-3), 40.3% (n = 69), in accordance with the Ryan classification. A logistic regression using prognostic pretreatment factors identified CRP ≤ 3.5 (OR = 0.05; 95%CI: 0.01-0.21) as a strong independent predictor of response to treatment. Multivariate analysis showed that CRP was an independent predictor of disease-free survival (DFS) (HR = 5.48; 95%CI: 1.54-19.48) and overall survival (HR = 6.10; 95%CI 1.27-29.33) in patients treated with nCRT. Platelets were an independent predictor of DFS (HR = 3.068; 95%CI: 1.29-7.30) and OS (HR= 4.65; 95%CI: 1.66-13.05) and Hg was revealed to be an independent predictor of DFS (HR = 0.37; 95%CI: 0.15-0.90) in rectal cancer patients treated with nCRT. The lower expression of CRP is independently associated with an improved response to nCRT, DFS, and OS.Entities:
Keywords: biomarkers; neoadjuvant chemoradiotherapy; rectal cancer
Year: 2022 PMID: 35158759 PMCID: PMC8833484 DOI: 10.3390/cancers14030491
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.639
Clinicopathologic characteristics of the 171 patients included in the study.
| Factors | Factors | ||
|---|---|---|---|
| Age (years) | Clinical nodal stage (cN) | ||
| Positive | 136 (79.5) | ||
| Mean (min-max) | 61.77 (31–84) | Negative | 35 (20.5) |
| Gender | TNM stage | ||
| 1 | 1 (0.6) | ||
| Male | 108 (63.2) | 2 | 32 (18.7) |
| Female | 63 (36.8) | 3 | 138 (80.7) |
| ECOG | Neoadjuvant Radiotherapy | ||
| 0 | 138 (80.7) | 3DCRT | 147 (86.0) |
| 1 | 32 (18.7) | VMAT | 24 (14.0) |
| 2 | 1 (0.6) | Median Dose (Gy) (min-max) | 50 (45–55) |
| Tumor localization | Neoadjuvant chemotherapy regimen | ||
| Superior | 30 (17.5) | Capecitabine | 157 (91.8) |
| Medium | 71 (41.5) | 5-FU | 4 (2.3) |
| Inferior | 70 (40.9) | Other | 10 (5.9) |
| Clinical tumor stage (cT) | Clinical nodal stage (cN) | ||
| 2 | 12 (7.0) | ||
| 3 | 121 (70.3) | Positive | 136 (79.5) |
| 4 | 38 (22.1) | Negative | 35 (20.5) |
ECOG: Eastern Cooperative Oncology Group Performance Status; TNM: tumor node metastasis; 5-FU: 5-fluorouracil; 3DCRT: three-dimensional conformal radiation therapy; VMAT: volumetric modulated arch therapy; min: minimum value; max: maximum value.
Characteristics of responder and nonresponder groups.
| Patient Groups | ||
|---|---|---|
| Responders | Complete clinical response (Watch&Wait: ycT0N0M0) | 13 (7.6) |
| Complete pathologic response (ypT0N0M0)–Ryan 0 | 33 (19.3) | |
| Moderate response–Ryan 1 | 56 (32.7) | |
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| Nonresponders | Ryan 2 | 43 (25.1) |
| Ryan 3 | 21 (12.3) | |
| Unresectable | 5 (2.9) | |
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Ryan: Ryan Tumor regression grade.
Comparison between pretreatment clinical factors and response to neoadjuvant chemoradiotherapy (nCRT). Odds ratios and 95% confidence intervals are generated from the logistic regression model.
| Factors | Univariate Analysis |
| Multivariate Analysis |
|
|---|---|---|---|---|
| cT | ||||
| 2–3 | 1 (-) | |||
| 4 | 0.457 (0.218–0.946) | 0.0358 | ||
| ECOG | ||||
| 0 | 1 (-) | |||
| 1–2 | 1.051 (0.487–2.328) | 0.9007 | ||
| Hg (g/dL) * | ||||
| ≤12.2 | 1 (-) | |||
| >12.2 | 2.808 (1.412–5.692) | 0.0036 | ||
| CRP (mg/L) * | ||||
| ≤3.5 | 1 (-) | |||
| >3.5 | 0.057 (0.009–0.223) | <0.0001 | 0.05 (0.007–0.212) | <0.0001 |
| Platelets (×109/L) * | ||||
| ≤253.5 | 1 (-) | |||
| >253.5 | 0.354 (0.183–0.677) | 0.0018 | ||
| NLR * | ||||
| ≤2.3 | 1 (-) | |||
| >2.3 | 0.725 (0.39–1.339) | 0.306 | 2.181 (0.661–8.234) | 0.2181 |
| CEA (ng/mL) * | ||||
| ≤2.7 | 1 (-) | |||
| >2.7 | 0.457 (0.231–0.88) | 0.0213 | 0.358 (0.081–1.387) | 0.148 |
| CA 19.9 (U/mL) * | ||||
| ≤3.5 | 1 (-) | |||
| >3.5 | 0.58 (0.295–1.113) | 0.1062 |
OR: odds ratio; CI: confidence interval; CT: clinical tumor; ECOG: Eastern Cooperative Oncology Group Performance Status; CPR: C-reactive protein; NLR: ratio neutrophil lymphocyte, CEA: carcinoembryonic antigen; CA 19.9: carbohydrate antigen 19.9. * Cut offs–ROC curve analysis.
Internal validation results.
| Discrimination: C Statistic | ||||||
|---|---|---|---|---|---|---|
| FIT = 100% | FIT = 75%—1000 iterations | |||||
| FULL | MEDIANE | IQR/2 * | C Var ** | Min | Max | |
| C training | 0.81 | 0.81 | 0.02 | 2.30 | 0.74 | 0.91 |
| C testing | 0.80 | 0.06 | 7.43 | 0.37 | 1.00 | |
* Half of the interquartile range; ** ratio between IQR/2 and the median.
Figure 1Internal validation: training versus testing distributions.
Results of bivariate and multivariate Cox regression analysis for overall survival (OS) and disease-free survival (DFS). Multivariate analysis was performed with variables that showed statistical significance < 0.2 by the univariate analysis; subsequently, the variables with higher levels of statistical significance were eliminated from this model on the condition that the coefficients of the main exposure variables did not change by more than 10% and that the BIC improved.
| Factors | OS | DFS | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Univariate Analysis HR (95% IC) | Univariate Analysis 1/HR (95% IC) |
| Multivariate Analysis HR (95% IC) | Multivariate Analysis 1/HR (95% IC) |
| Univariate Analysis HR (95% IC) | Univariate Analysis 1/HR (95% IC) |
| Multivariate Analysis HR (95% IC) | Multivariate Analysis 1/HR (95% IC) |
| |
| cT | 0.0021 | -- | -- | 0.0031 | -- | -- | ||||||
| 2–3 | 1 (-) | 1 (-) | ||||||||||
| 4 | 2.901 (1.47–5.728) | 0.344 (0.17–0.68) | 2.443 (1.352–4.414) | 0.409 (0.22–0.74) | ||||||||
| ECOG | 0.3032 | -- | -- | 0.4619 | -- | -- | ||||||
| 0 | 1 (-) | 1 (-) | ||||||||||
| 1–2 | 1.558 (0.67–3.623) | 0.642 (0.28–1.49) | 1.316 (0.633–2.734) | 0.759 (0.37–1.58) | ||||||||
| Hg (g/dL) * | <0.001 | 0.0595 | <0.001 | 0.0293 | ||||||||
| ≤12.2 | 1 (-) | 1 (-) | 1 (-) | 1 (-) | ||||||||
| >12.2 | 0.234 (0.118–0.464) | 4.274 (2.16–8.47) | 0.39 (0.146–1.038) | 2.564 (0.96–6.85) | 0.203 (0.113–0.366) | 4.926 (2.73–8.85) | 0.37 (0.151–0.905) | 2.70 (1.10–6.62) | ||||
| CRP (mg/L) * | 0.0633 | 0.0241 | 0.0259 | 0.0086 | ||||||||
| ≤3.5 | 1 (-) | 1 (-) | 1 (-) | 1 (-) | ||||||||
| >3.5 | 4.021 (0.926–17.459) | 0.249 (0.06–1.08) | 6.096 (1.267–29.323) | 0.164 (0.03–0.79) | 3.945 (1.179–13.203) | 0.253 (0.07–0.85) | 5.481 (1.542–19.485) | 0.182 (0.05–0.65) | ||||
| Platelets (×109/L) * | 0.0026 | 0.0035 | 0.0001 | 0.0112 | ||||||||
| ≤253.5 | 1 (-) | 1 (-) | 1 (-) | 1 (-) | ||||||||
| >253.5 | 2.793 (1.433–5.444) | 0.358 (0.18–0.69) | 4.654 (1.659–13.053) | 0.215 (0.07–0.60) | 3.029 (1.722–5.327) | 0.330 (0.18–0.58) | 3.068 (1.29–7.296) | 0.326 (0.14–0.77) | ||||
| NLR * | 0.0012 | -- | -- | 0.0011 | -- | -- | ||||||
| ≤2.3 | 1 (-) | 1 (-) | ||||||||||
| >2.3 | 3.695 (1.674–8.158) | 0.271 (0.12–0.59) | 2.821 (1.514–5.255) | 0.354 (0.19–0.66) | ||||||||
| CEA (ng/mL) * | 0.1266 | 0.0918 | 0.018 | -- | -- | |||||||
| ≤2.7 | 1 (-) | 1 (-) | 1 (-) | |||||||||
| >2.7 | 1.808 (0.846–3.865) | 0.553 (0.25–1.18) | 5.818 (0.751–45.055) | 0.172 (0.02–1.33) | 2.255 (1.15–4.421) | 0.443 (0.22–0.87) | ||||||
| CA 19.9 (U/mL) * | 0.6607 | -- | -- | 0.695 | -- | -- | ||||||
| ≤3.5 | 1 (-) | 1 (-) | ||||||||||
| >3.5 | 0.859 (0.436–1.693) | 1.164 (0.59–2.29) | 0.891 (0.501–1.585) | 1.122 (0.63–1.99) | ||||||||
HR: hazard ratio; CI: confidence interval; cT: clinical tumor; ECOG: Eastern Cooperative Oncology Group Performance Status; CPR: C-reactive protein; NLR: ratio neutrophil lymphocyte, CEA: carcinoembryonic antigen; CA 19.9: carbohydrate antigen 19.9. * Cut offs–ROC curve analysis.
Figure 2Kaplan–Meier curves for overall survival (OS) and disease-free-survival (DFS) for C-reactive protein (CRP), prior to neoadjuvant chemoradiotherapy (nCRT)) in patients with locally advanced rectal cancer.