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Predictive potential of dynamic contrast-enhanced MRI and plasma-derived angiogenic factors for response to concurrent chemoradiotherapy in human papillomavirus-negative oropharyngeal cancer Cover

Predictive potential of dynamic contrast-enhanced MRI and plasma-derived angiogenic factors for response to concurrent chemoradiotherapy in human papillomavirus-negative oropharyngeal cancer

Open Access
|Sep 2024

Figures & Tables

Figure 1.

A correlation heatmap visualising perfusion parameters alongside plasma concentrations of angiogenic factors before concurrent chemoradiotherapy (cCRT) initiation (left) and after receiving 20 Gy radiotherapy (right).
A correlation heatmap visualising perfusion parameters alongside plasma concentrations of angiogenic factors before concurrent chemoradiotherapy (cCRT) initiation (left) and after receiving 20 Gy radiotherapy (right).

Figure 2.

Co-registered volumes of interest (VOI) and color-coded ktrans maps, together with concentration curves alongside corresponding ktrans values before treatment (upper section) and intra-treatment after receiving 20 Gy radiotherapy (bottom section) in a representative responder patient.
Co-registered volumes of interest (VOI) and color-coded ktrans maps, together with concentration curves alongside corresponding ktrans values before treatment (upper section) and intra-treatment after receiving 20 Gy radiotherapy (bottom section) in a representative responder patient.

Figure 3.

Co-registered volumes of interest (VOI) and color-coded ktrans maps, together with concentration curves alongside corresponding ktrans values before treatment (upper section) and intra-treatment after receiving 20 Gy radiotherapy (bottom section) in a representative non-responder patient.
Co-registered volumes of interest (VOI) and color-coded ktrans maps, together with concentration curves alongside corresponding ktrans values before treatment (upper section) and intra-treatment after receiving 20 Gy radiotherapy (bottom section) in a representative non-responder patient.

Figure 4.

Graphical presentation of the classification tree model.cCRT = concurrent chemoradiotherapy; VEGF = vascular endothelial growth factor
Graphical presentation of the classification tree model.cCRT = concurrent chemoradiotherapy; VEGF = vascular endothelial growth factor

Expression of plasma angiogenic factors for responders and non-responders: mean values, 95% confidence interval (CI) and corresponding p-values

Plasma Angiogenic FactorResponders (n = 15)Non-responders (n = 9)p
VEGF (95% CI) pg/mL
  Before treatment66.9 (58.1–75.7)50.2 (41.8–58.5)0.011*
  After 20 Gy68.4 (61.0 –75.7)48.0 (40.4–55.5)0.0006**
  10–12 weeks after cCRT completion74.7 (50.8–98.6)49.0 (38.5–59.5)0.010*
PDGF-AB (95% CI) pg/mL
  Before treatment2826.6 (1909.3–3743.9)2430.6 (1179.1–3682.1)0.431
  After 20 Gy2496.0 (2105.8–2886.2)1799.1 (1319.3–22789)0.021*
  10–12 weeks after cCRT completion1513.5 (902.7–2124.3)1468.5 (779.1–2157.9)0.919
ANG (95% CI) pg/mL
  Before treatment2140.8 (1588.2–2693.4)1218.0 (223.0 –2213.0)0.060
  After 20 Gy2124.1 (1653.4–2594.9)1438.0 (405.6–2470.4)0.131
  10–12 weeks after cCRT completion1898.1 (1248.7–2547.6)1384.8 (255.7–2513.9)0.347
THBS1 (95% CI) ng/mL
  Before treatment1113.2 (1069.3–1157.2)1115.6 (1055.8–1175.5)0.943
  After 20 Gy1112.3 (1051.5–1173.1)1162.7 (1064.2–1261.2)0.257
  10–12 weeks after cCRT completion1061.2 (1008.8–1113.8)1136.8 (1002.9–1270.7)0.210
END (95% CI) pg/mL
  Before treatment64792.6 (52731.7–76853.4)59350.6 (47299.1–71402.1)0.521
  After 20 Gy71269.2 (55039.7–87498.7)59636.7 (48124.0 –71149.5)0.283
  10–12 weeks after cCRT completion84744.3 (65061.5–104427.2)74754.7 (54514.5–94994.9)0.475
CTGF (95% CI) pg/mL
  Before treatment32.6 (13.9–51.2)24.4 (14.4–34.5)0.976
  After 20 Gy31.2 (24.1–122.8)23.5 (12.3–34.8)0.721
  10–12 weeks after cCRT completion26.1 (15.7–36.6)23.2 (15.1–31.3)1

Summary of patient, tumour and treatment characteristics

Number of patients25
Age, median (range)60 (45–70)
Male gender (%)25 (100)
Primary location (%)
  Oropharynx25 (100)
Stage (%)
  III5 (20)
  IVa8 (32)
  IVb12 (48)
Radiotherapy dose (Gy), median (range)70 (68–70)
Concomitant chemotherapy, median no. of cycles (range)6 (1–7)

Correlations between dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) perfusion parameters and biochemical parameters, along with their respective Spearman's rho and p-values

Time-pointDCE-MRI parameterBiochemical parameterSpearman rhop
Before treatmentkepVEGF0.4330.034*
kepANG0.4200.058
After 20 GyktransTHBS1−0.4530.026*
ktransVEGF0.3620.083
iAUCVEGF0.3910.056
iAUCCTFG−0.3150.134

A summary of tumour perfusion characteristics for responders and nonresponders: mean values, standard deviations (SD), and corresponding p-values

DCE-MRI parameterResponders (n = 15)Non-responders (n = 9)p
ktrans (SD)
  Before treatment0.270 (0.087)0.169 (0.062)0.006**
  After 20 Gy0.289 (0.067)0.215 (0.027)0.007**
  Δ0.019 (0.060)0.047 (0.078)0.326
kep (SD)
  Before treatment0.924 (0.231)0.817 (0.258)0.144
  After 20 Gy0.819 (0.229)0.709 (0.086)0.065
  Δ−0.105 (0.274)−0.108 (0.245)0.980
Ve (SD)
  Before treatment0.306 (0.082)0.237 (0.108)0.092
  After 20 Gy0.366 (0.086)0.347 (0.107)0.636
  Δ0.059 (0.093)0.109 (0.196)0.721
iAUC (SD)
  Before treatment0.334 (0.109)0.220 (0.092)0.015*
  After 20 Gy0.361 (0.070)0.336 (0.099)0.468
  Δ0.027 (0.120)0.116 (0.183)0.676
DOI: https://doi.org/10.2478/raon-2024-0044 | Journal eISSN: 1581-3207 | Journal ISSN: 1318-2099
Language: English
Page range: 366 - 375
Submitted on: May 24, 2024
Accepted on: Jul 22, 2024
Published on: Sep 15, 2024
Published by: Association of Radiology and Oncology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2024 Alja Longo, Petra Hudler, Primoz Strojan, Gaber Plavc, Lan Umek, Katarina Surlan Popovic, published by Association of Radiology and Oncology
This work is licensed under the Creative Commons Attribution 4.0 License.