| Literature DB >> 23876521 |
Daniel Spira1, Matthias Wecker, Sven Michael Spira, Jürgen Hetzel, Werner Spengler, Alexander Sauter, Marius Horger.
Abstract
OBJECTIVES: To compare the perfusion characteristics of mediastinal lymph node metastases with those of non-metastatic nodes in patients with newly diagnosed lung cancer using volume perfusion computed tomography (VPCT).Entities:
Mesh:
Year: 2013 PMID: 23876521 PMCID: PMC3719054 DOI: 10.1102/1470-7330.2013.0033
Source DB: PubMed Journal: Cancer Imaging ISSN: 1470-7330 Impact factor: 3.909
Patient characteristics
| Patients | SCC | Adeno-Ca | SCLC | LCLC |
|---|---|---|---|---|
| Female/male | 5/11 | 5/17 | 3/5 | 1/0 |
| Age, years (range) | 64 (50–84) | 63 (42–83) | 61 (47–79) | 50 |
| Proven metastatic disease, no. (%) | 11/32 (34) | 14/32 (44) | 7/32 (22) | 0/32 (0) |
| Metastatic disease excluded, no. (%) | 6/17 (35) | 9/17 (53) | 1/17 (6) | 1/17 (6) |
Perfusion parameters of primary lung tumors and mediastinal lymph nodes
| Mean BF (ml/100 ml/min) | Mean BV (ml/100 ml) | Mean Ktrans (ml/100 ml/min) | BFmax/BFmean | Ktransmax/Ktransmean | |
|---|---|---|---|---|---|
| Metastatic LN | 33.1 ± 11.9 | 6.8 ± 4.0 | 23.7 ± 9.4 | 1.7 ± 0.53 | 1.8 ± 0.53 |
| Non-metastatic LN | 39.0 ± 20.1 | 8.8 ± 4.3 | 29.6 ± 14.9 | 1.3 ± 0.42 | 1.3 ± 0.48 |
| Primary lung tumor | 30.1 ± 13.6 | 7.0 ± 6.0 | 22.7 ± 10.6 | 2.1 ± 0.8 | 2.0 ± 0.7 |
This table presents the mean perfusion values ± SD of metastatic and non-metastatic mediastinal lymph nodes (LN) as well as primary lung tumors.
Regression analysis of lymph node perfusion parameters in metastatic versus non-metastatic nodes
| Dependent variable | Mean BF (ml/100 ml/min) | Mean BV (ml/100 ml) | Mean Ktrans (ml/100 ml/min) | BFmax/BFmean | Ktransmax/Ktransmean |
|---|---|---|---|---|---|
| Intercept | 38.303 [15.118]*** | 6.463 [3.990] | 33.615 [11.112] | 1.626 [0.413]*** | 2.305 [0.473]*** |
| Mets vs benign | 1.895 [4.799] | 1.148 [1.267] | 1.507 [3.528]*** | –0.135 [0.131] | –0.275 [0.150]* |
| Age (years) | –0.032 [0.206] | 0.009 [0.054] | –0.105 [0.152] | –0.002 [0.006] | –0.010 [0.006] |
| Lung tumor volume (ml) | –0.019 [0.032] | –0.004 [0.008] | –0.016 [0.024] | 0.002 [0.001]** | –0.000 [0.001] |
| Lymph node volume (ml) | –0.132 [0.090] | –0.045 [0.024]* | –0.118 [0.066]* | 0.009 [0.002]*** | 0.008 [0.003]*** |
| Central Tu | 2.457 [4.967] | 0.418 [1.311] | 3.831 [3.651] | –0.076 [0.136] | –0.029 [0.155] |
| Tumor type1 | 2.008 [5.149] | 1.850 [1.359] | 1.159 [3.785] | –0.268 [0.141]* | –0.237 [0.161] |
| Tumor type2 | –1.036 [6.221] | 2.349 [1.642] | –5.989 [4.573] | –0.331 [0.170]* | –0.095 [0.196] |
| Tumor type3 | –5.236 [16.595] | –0.790 [4.380] | –10.966 [12.198] | –0.131 [0.454] | 0.121 [0.519] |
| Observations | 68 | 68 | 68 | 68 | 68 |
| R2 | 0.0851 | 0.1566 | 0.1679 | 0.4238 | 0.3153 |
This table presents OLS regressions for patients with Adeno-Ca, SCC, SCLC, and LCLC. The following are dummy variables. mets vs benign is coded 1 to indicate patients with non-metastasized nodes and is coded 0 to indicate patients with metastatic nodes. Central Tu is coded 1 if the tumor is located centrally. Tumor type1, tumor type2 and tumor type3 are coded 1 if the patient has SCC, SCLC, or LCLC, respectively. Hence, the baseline scenario represents patients with Adeno-Ca, and is coded by setting all 3 dummy variables to zero. Intercept coefficients are listed for the sake of completeness with no clinical relevance. ***, ** and * denote significance level at the 1, 5 and 10% levels, respectively.
Regression analysis of relative lymph node-to-lung tumor perfusion parameters in metastatic versus non-metastatic disease
| Dependent variable | Mean BF (ml/100 ml/min) | Mean BV (ml/100 ml) | Mean Ktrans (ml/100 ml/min) | BFmax/BFmean | Ktransmax/Ktransmean |
|---|---|---|---|---|---|
| Intercept | 2.112 [0.753]*** | –0.306 [2.446] | 2.163 [0.691]*** | 0.452 [0.309] | 0.981 [0.274]*** |
| Mets vs benign | 0.151 [0.239] | 0.770 [0.777] | 0.026 [0.219] | –0.013 [0.098] | –0.132 [0.087] |
| Age (years) | –0.010 [0.010] | 0.019 [0.033] | –0.009 [0.009] | 0.006 [0.004] | –0.003 [0.004] |
| Lung tumor volume (ml) | –0.000 [0.002] | –0.001 [0.005] | –0.001 [0.001] | 0.001 [0.001] | –0.000 [0.001] |
| Lymph node volume (ml) | –0.001 [0.004] | –0.008 [0.015] | –0.001 [0.004] | 0.003 [0.002] | 0.002 [0.002] |
| Central Tu | –0.444 [0.247]* | 0.498 [0.804] | –0.364 [0.227] | 0.137 [0.102] | 0.129 [0.090] |
| Tumor type1 | 0.145 [0.257] | 1.330 [0.833] | –0.185 [0.235] | –0.072 [0.105] | 0.007 [0.093] |
| Tumor type2 | 0.274 [0.310] | 0.316 [1.007] | 0.066 [0.284] | –0.177 [0.127] | –0.096 [0.113] |
| Tumor type3 | 0.123 [0.827] | 0.473 [2.685] | –0.366 [0.759] | –0.042 [0.340] | 0.304 [0.301] |
| Observations | 68 | 68 | 68 | 68 | 68 |
| R2 | 0.0818 | 0.1202 | 0.1133 | 0.1271 | 0.1939 |
This table presents OLS regressions for patients with Adeno-Ca, SCC, SCLC, and LCLC. The following are dummy variables. Mets vs benign” is coded 1 to indicate patients with non-metastasized nodes and is coded 0 to indicate patients with metastatic nodes. Central Tu is coded 1 if the tumor is located centrally. Tumor type1, tumor type2 and tumor type3 are coded 1 if patient has SCC, SCLC, or LCLC, respectively. Hence, the baseline scenario represents patients with Adeno-Ca, and is coded by setting all 3 dummy variables to zero. Intercept coefficients are listed for the sake of completeness with no clinical relevance. ***, ** and * denote significance level at the 1, 5 and 10% levels, respectively.
Regression analysis of lymph node perfusion parameters in metastatic nodes
| Dependent variable | Mean BF (ml/100 ml/min) (LN) | Mean BV (ml/100 ml) (LN) | Mean Ktrans (ml/100 ml/min) (LN) | BFmax/BFmean (LN) | Ktransmax/Ktransmean (LN) |
|---|---|---|---|---|---|
| Intercept | 31.4873 [12.880]** | 4.343 [3.540] | 22.560 [9.844]** | 1.116 [0.592]* | 1.694 [0.653]** |
| BFBC (ml/100 ml/min) | 0.210 [0.172] | – | – | – | – |
| BVBC (ml/100 ml) | – | 0.594 [0.131]*** | – | – | – |
| KtransBC (ml/100 ml/min) | – | – | 0.313 [0.237] | – | – |
| BFRatio BC | – | – | – | 0.162 [0.097] | – |
| KtransRatio BC | – | – | – | – | 0.220 [0.132] |
| Age (years) | –0.007 [0.026] | –0.015 [0.050] | –0.007 [0.139] | 0.000 [0.007] | –0.009 [0.007] |
| LT volume (ml) | –0.014 [0.026] | –0.001 [0.007] | –0.008 [0.020] | 0.002 [0.001]* | 0.000 [0.001] |
| LN volume (ml) | –0.094 [0.074] | –0.034 [0.020] | –0.080 [0.055] | 0.008 [0.003]** | 0.006 [0.003]** |
| Central Tu | –2.327 [5.168] | –0.631 [1.344] | –2.774 [3.910] | 0.036 [0.195] | 0.122 [0.196] |
| Tumor type1 | 0.921 [5.137] | 2.518 [1.428]* | 0.594 [3.848] | –0.270 [0.184] | –0.148 [0.207] |
| Tumor type2 | 1.869 [5.775] | 2.523 [1.511] | –2.774 [3.910] | –0.331 [0.196] | –0.087 [0.218] |
| Observations | 45 | 45 | 45 | 45 | 45 |
| R2 | 0.1367 | 0.4256 | 0.2254 | 0.4419 | 0.3140 |
This table presents OLS regressions for patients with Adeno-Ca, SCC, and SCLC. BFBC, lung cancer mean BF; BVBC, lung cancer mean BC; KtransBC , lung cancer mean Ktrans; BFRatio BC, lung cancer BFmax/BFmean; KtransRatio BC, lung cancer Ktransmax/Ktransmean. The following are dummy variables: Central Tu is coded 1 if the tumor is located centrally. Tumor type1 and tumor type2 are coded 1 if the patient has SCC or SCLC, respectively. Hence, the baseline scenario represents patients with Adeno-Ca, and is coded by setting both dummy variables equal to zero. Intercept coefficients are listed for the sake of completeness with no clinical relevance. ***, ** and * denote significance level at the 1, 5 and 10% levels, respectively.
Regression analysis of lymph node perfusion parameters in non-metastatic nodes
| Dependent variable | Mean BF (ml/100 ml/min) (LN) | Mean BV (ml/100 ml) (LN) | Mean Ktrans (ml/100 ml/min) (LN) | BFmax/BFmean (LN) | Ktransmax/Ktransmean (LN) |
|---|---|---|---|---|---|
| Intercept | 28.966 [12.745]** | 10.281 [2.048]*** | 18.955 [9.079]* | 1.104 [0.241]*** | 1.323 [0.264]*** |
| BFBC (ml/100 ml/min) | 0.325 [0.345] | – | – | – | – |
| BVBC (ml/100 ml) | – | −0.054 [0.135] | – | – | – |
| KtransBC (ml/100 ml/min) | – | – | 0.337 [0.257] | – | – |
| BFRatio BC | – | – | – | 0.050 [0.151] | – |
| KtransRatio BC | – | – | – | – | 0.007 [0.102] |
| LT volume (ml) | −0.009 [0.082] | −0.007 [0.018] | 0.033 [0.060] | 0.000 [0.002] | −0.001 [0.002] |
| LN volume (ml) | 0.184 [1.965] | −0.348 [0.415] | 0.157 [1.433] | 0.066 [0.039] | 0.021 [0.047] |
| Observations | 23 | 23 | 23 | 23 | 23 |
| R2 | 0.0454 | 0.0513 | 0.0885 | 0.1953 | 0.0319 |
This table presents OLS regressions for patients with Adeno-Ca, SCC, SCLC, and LCLC. BFBC, lung cancer mean BF; BVBC, lung cancer mean BC; KtransBC , lung cancer mean Ktrans; BFRatio BC, lung cancer BFmax/BFmean, KtransRatio BC, lung cancer Ktransmax/Ktransmean. Intercept coefficients are listed for the sake of completeness with no clinical relevance. ***, ** and * denote significance level at the 1, 5 and 10% levels, respectively.