| Literature DB >> 34390488 |
Federico Carbone1,2, Stefano Ministrini3,4, Aldo Bonaventura1,5, Alessandra Vecchié1,5, Silvia Minetti1, Nicholas Bardi1, Edoardo Elia6, Anna Maria Ansaldo1, Daniele Ferrara1, Erika Rijavec7, Maria Giovanna Dal Bello8, Federico Biello9, Giovanni Rossi8, Marco Tagliamento8,9, Angela Alama8, Simona Coco8, Paolo Spallarossa10, Francesco Grossi7, Carlo Genova8,9, Fabrizio Montecucco1,2.
Abstract
BACKGROUND: High circulating levels of cellular adhesion molecules (CAMs) in non-small cell lung cancer (NSCLC) have been supposed to act as a negative prognostic factor. Here, we explored the predictive role of pre-treatment levels of CAMs in previously treated patients receiving nivolumab for NSCLC.Entities:
Keywords: intracellular adhesion molecule-1; nivolumab; non-small cell lung cancer; programmed cell-death protein-1; vascular cell adhesion molecule-1
Mesh:
Substances:
Year: 2021 PMID: 34390488 PMCID: PMC9286788 DOI: 10.1111/eci.13668
Source DB: PubMed Journal: Eur J Clin Invest ISSN: 0014-2972 Impact factor: 5.722
Comparisons of ICAM‐1/VCAM‐1 values at the enrolment, according to different clinical outcomes and potential confounders
| ICAM−1 | VCAM−1 | |||
|---|---|---|---|---|
| ng/ml (IQR) |
| ng/ml (IQR) |
| |
| Sex ( | ||||
| Male | 195 (152–263) | .055 | 308 (158–505) | .687 |
| Female | 250 (186–410) | 340 (168–522) | ||
| Histologya ( | ||||
| ADC | 223 (171–323) | . | 362 (197–507) | . |
| SCC | 176 (126–205) | 175 (76–271) | ||
| Number of metastatic sites ( | ||||
| 1 | 232 (180–253) | .351 | 394 (252–577) | .741 |
| 2 | 242 (136–343) | 255 (183–597) | ||
| 3 | 200 (154–254) | 338 (151–500) | ||
| 4 | 185 (155–263) | 222 (86–481) | ||
| 5 | 221 (141–638) | 292 (182–386) | ||
| 6 or more | 355 (194–621) | 439 (133–728) | ||
| Liver metastases ( | ||||
| No | 210 (149–275) | .172 | 270 (171–501) | .879 |
| Yes | 211 (186–441) | 347 (122–515) | ||
| PD‐L1 expression ( | ||||
| <1% | 173 (122–214) | . | 246 (190–368) | .065 |
| 1%–10% | 329 (219–402) | 507 (309–564) | ||
| 10%–49% | 437 (264–600) | 420 (260–563) | ||
| ≥50% | 354 (‐) | 628 (‐) | ||
| ECOG PS ( | ||||
| 0 | 252 (193–363) | .135 | 369 (170–508) | .666 |
| 1 | 198 (140–277) | 278 (165–491) | ||
| 2 | 186 (99–470) | 200 (177–667) | ||
| 3 | 149 (–) | 143 (–) | ||
| Prior lines of treatment ( | ||||
| 1 | 210 (176–280) | .663 | 363 (163–493) | .816 |
| 2 | 172 (148–363) | 354 (170–582) | ||
| 3 | 241 (156–450) | 292 (173–608) | ||
| 4 | 239 (159–272) | 182 (134–414) | ||
| 5 | – | – | ||
| 6 | 151 (109–151) | 151 (109–151) | ||
| Smoking ( | ||||
| Never | 225 (105–472) | .953 | 225 (196–621) | .757 |
| Former | 213 (171–268) | 368 (169–540) | ||
| Active | 210 (155–318) | 278 (161–496) | ||
| RECIST First response ( | ||||
| Early death | 196 (152–304) | .180 | 357 (178–515) | .217 |
| PD | 186 (132–275) | 225 (120–412) | ||
| SD | 230 (172–329) | 408 (206–596) | ||
| PR | 262 (243–419) | 465 (305–505) | ||
| CR | – | – | ||
| Composite outcome ( | ||||
| No | 205 (271–157) | .304 | 270 (132–473) | . |
| Yes | 252 (164–363) | 491 (200–643) | ||
| Death ( | ||||
| No | 508 (364–823) | .143 | 305 (199–380) | . |
| Yes | 270 (154–461) | 197 (160–273) | ||
Continuous variables are presented as median with interquartile range (IQR). Analyses were drawn by Mann‐Whitney and Kruskal‐Wallis tests, as appropriate. Statistically significant p‐values are highlighted in bold.
Abbreviations: ADC, adenocarcinoma; CR: complete response; ECOG PS, Eastern Cooperative Oncology Group Performance Status; PD, progression disease; PD‐L1, programmed death‐ligand 1; PR, partial response; RECIST, response evaluation criteria in solid tumours; SCC, squamous cell carcinoma; SD, stable disease.
aPatients with other histological types of carcinoma were excluded (n = 3).
Clinical parameters of the cohort according to the endpoints
| Composite outcomea | Survival | |||||
|---|---|---|---|---|---|---|
| Yes ( | No ( |
| Yes ( | No ( |
| |
| Age, years [IQR] | 67.5 [62.0–76.0] | 70.0 [62.0–75.8] | .628 | 66.0 [60.0–72.0] | 70.0 [62.0–76.0] | .284 |
| Sex, male (%) | 10 (71.4) | 40 (70.2) | .603 | 7 (77.8) | 43 (69.4) | .716 |
| Histology* | ||||||
| ADC, | 11 (84.6) | 41 (74.5) | .718 | 7 (87.5) | 45 (75.0) | .670 |
| SCC, | 2 (15.4) | 14 (25.5) | 1 (12.5) | 15 (25.0) | ||
| ECOG PS | ||||||
| 0, | 8 (57.1) | 15 (26.3) | .055 | 5 (55.6) | 18 (29.0) | .055 |
| 1, | 4 (26.7) | 38 (67.9) | 3 (33.3) | 39 (62.9) | ||
| 2, | 2 (13.3) | 3 (5.4) | 1 (11.1) | 4 (6.5) | ||
| 3, | ‐ | 1 (1.8) | ‐ | 1 (1.6) | ||
| Number of metastatic sites | ||||||
| 1 | 3 (23.1) | 5 (8.8) | . | 2 (22.2) | 6 (9.8) | .488 |
| 2 | 6 (46.2) | 10 (17.5) | 4 (44.4) | 12 (19.7) | ||
| 3 | 2 (15.4) | 19 (33.3) | 2 (22.2) | 19 (31.1) | ||
| 4 | 1 (7.7) | 12 (29.1) | 1 (11.1) | 12 (19.7) | ||
| 5 | ‐ | 6 (10.5) | ‐ | 6 (9.8) | ||
| 6 or more | 1 (7.7) | 5 (8.8) | ‐ | 6 (9.8) | ||
| Liver metastases | ||||||
| No | 10 (76.9) | 38 (66.7) | .742 | 7 (77.8) | 41 (67.2) | .709 |
| Yes | 3 (23.1) | 19 (33.3) | 2 (22.2) | 20 (32.8) | ||
| PD‐L1 expression | ||||||
| <1% | 3 (42.9) | 19 (73.1) | . | 1 (25.0) | 21 (72.4) | . |
| 1%–10% | 4 (57.1) | 2 (7.7) | 3 (75.0) | 3 (10.3) | ||
| 10%–49% | 0 (0.0) | 4 (15.4) | ‐ | 4 (13.9) | ||
| ≥50% | 0 (0.0) | 1 (3.8) | ‐ | 1 (3.4) | ||
| Prior lines of treatment | ||||||
| 1, | 6 (40.0) | 26.0 (50.0) | .537 | 4 (44.4) | 28 (48.3) | .499 |
| 2, | 4 (28.6) | 10 (20.8) | 2 (22.2) | 13 (22.4) | ||
| 3, | 3 (20.0) | 9 (17.3) | 2 (22.2) | 10 (17.2) | ||
| 4, | ‐ | 6 (11.5) | ‐ | 6 (10.3) | ||
| 5, | ‐ | ‐ | ‐ | ‐ | ||
| 6, | 1 (6.7) | 1 (1.9) | 1 (11.1) | 1 (1.7) | ||
| Smoki | ||||||
| No, | 1 (6.7) | 6 (12.0) | .537 | ‐ | 7 (12.5) | .114 |
| Active, | 6 (42.9) | 28 (54.9) | 3 (33.3) | 31 (55.4) | ||
| Previous, | 7 (46.7) | 17 (34.0) | 6 (66.6) | 18 (32.1) | ||
| First response | ||||||
| Early death, | ‐ | 18 (31.6) | . | ‐ | 18 (29.0) | . |
| PD, | 4 (28.6) | 23 (40.4) | ‐ | 27 (43.5) | ||
| SD, | 8 (57.1) | 12 (21.1) | 7 (7.8) | 13 (21.0) | ||
| PR, | 2 (14.3) | 4 (7.0) | 2 (22.2) | 4 (6.5) | ||
| CR, | ‐ | ‐ | ‐ | ‐ | ||
Comparisons were drawn by Mann‐Whitney U test or χ‐square test. Statistically significant p‐values are highlighted in bold.
Abbreviations: ADC, adenocarcinoma; CR, complete response; ECOG PS, Eastern Cooperative Oncology Group Performance Status; PD, progression disease; PD‐L1, programmed death‐ligand 1; PR, partial response; SCC, squamous cell carcinoma; SD, stable disease.
aComposite outcome is defined as an overall survival ≥2 years or absence of disease progression at the closing of follow‐up.
bPatients with other histological types of carcinoma were excluded (n = 3).
Comparison of potential determinants of composite outcome and overall survival (OS). Results are expressed as odds ratio (OR) and hazard ratio (HR)
| OR | 95% C.I. |
| ||
|---|---|---|---|---|
| Composite outcome | ||||
| VCAM−1 baseline (ng/ml) | 1.003 | 1.001–1.006 | . | |
| ΔVCAM−1 [0–4 weeks] (ng/ml) | 0.993 | 0.988–0.998 | . | |
| NLR | 0.929 | 0.814–1.060 | .273 | |
| PD‐L1 >1% | 3.619 | 0.642–20.407 | .145 | |
| N. of metastatic sites | .277 | |||
| 1 |
| Ref | Ref | ‐ |
| 2 |
| 1.000 | 0.173–5.772 | .999 |
| 3 |
| 0.175 | 0.023–1.353 | .095 |
| 4 |
| 0.139 | 0.011–1.679 | .121 |
| 5 |
| 0.000 | ‐ | .999 |
| >5 |
| 0.333 | 0.025–4.401 | .404 |
| RECIST | .159 | |||
| PD |
| Ref | Ref | ‐ |
| SD |
| 0.348 | 0.047–2.576 | .301 |
| PR |
| 1.333 | 0.196–9.083 | .769 |
The effects on probability of composite outcome were tested with binary logistic regression. The effects on overall survival were tested with the Cox proportional regression. Censoring event is: death.
HR and OR are calculated for one unit increase of continuous variables. Statistically significant p‐values are highlighted in bold.
Abbreviations: NLR, neutrophils‐to‐lymphocytes ratio; PD, progression of disease; PD‐L1, programmed death ligand‐1; PR, partial remission; RECIST, Response Evaluation Criteria in Solid Tumors; SD, stable disease; VCAM‐1, vascular cellular adhesion molecule‐1.
FIGURE 1Serum levels of Cell Adhesion Molecules (CAMs) at baseline (time point 1) and across different cycles of nivolumab therapy (weeks 2 to 8). Vascular cellular adhesion molecule‐1 (VCAM‐1) serum levels in the overall cohort (A) and in the cohort divided according to the achievement of the composite outcome (C) and the global survival (E). Intracellular adhesion molecule‐1 (ICAM‐1) serum levels in the overall cohort (B) and in the cohort divided according to the achievement of the composite outcome (D), and the global survival (F). Data are expressed as median and interquartile range (at baseline n = 9 alive at the closing of the follow‐up; n = 14 achieved the composite outcome; n = 62 deceased during clinical follow‐up)
FIGURE 2Multivariate Cox proportional regression models. The dependent variable is overall survival. Censoring event is as follows: death. Statistically significant p‐values are highlighted in bold. NLR, neutrophils‐to‐lymphocytes ratio; PD, progression of disease; PR, partial remission; RECIST, response evaluation criteria in solid tumors; SD, stable disease; VCAM‐1, vascular cellular adhesion molecule‐1