| Literature DB >> 27246360 |
David Lorente1, Aurelius Omlin2, Zafeiris Zafeiriou1, Daniel Nava-Rodrigues1, Raquel Pérez-López1, Carmel Pezaro3, Niven Mehra1, Elizabeth Sheridan1, Ines Figueiredo1, Ruth Riisnaes1, Susana Miranda1, Mateus Crespo1, Penny Flohr1, Joaquín Mateo1, Amelia Altavilla1, Roberta Ferraldeschi1, Diletta Bianchini1, Gerhardt Attard1, Nina Tunariu1, Johann de Bono4.
Abstract
BACKGROUND: The urgent need for castration-resistant prostate cancer molecular characterization to guide treatment has been constrained by the disease's predilection to metastasize primarily to bone. We hypothesized that the use of clinical and imaging criteria could maximize tissue acquisition from bone marrow biopsies (BMBs). We aimed to develop a score for the selection of patients undergoing BMB.Entities:
Keywords: Biopsy; Bone marrow; Computed tomography; Hounsfield units; Molecular biology
Mesh:
Substances:
Year: 2016 PMID: 27246360 PMCID: PMC5132155 DOI: 10.1016/j.clgc.2016.04.016
Source DB: PubMed Journal: Clin Genitourin Cancer ISSN: 1558-7673 Impact factor: 2.872
Figure 1Computed Tomography Parameters in the Posterior Iliac Crest
Figure 2Hematoxylin and Eosin Staining of a Positive Bone Marrow Biopsy
Figure 3Receiver Operating Characteristic Curve Analysis of the Test and Validation Sets
Clinical Characteristics
| Characteristic | n (%) |
|---|---|
| Total patients | 115 (100) |
| Last treatment before BMB | |
| Hormonal agents | 70 (60.9) |
| Chemotherapy | 28 (24.3) |
| Other (investigational agents; phase I/II clinical trials) | 17 (14.8) |
| Previous bone targeting agents | |
| None | 82 (71.3) |
| Bisphosphonates | 27 (23.5) |
| Radium-223 | 1 (0.9) |
| Strontium | 3 (3.6) |
| Cabozantinib | 1 (0.9) |
| Samarium | 1 (0.9) |
| Previous RT to pelvis | |
| Yes | 35 (30.4) |
| No | 80 (69.6) |
| Pain requiring opioids | |
| Yes | 27 (23.5) |
| No | 88 (76.5) |
Abbreviation: RT = radiotherapy.
Abiraterone, enzalutamide, bicalutamide, goserelin, and dexamethasone.
Docetaxel, cabazitaxel.
Baseline Laboratory and Computed Tomography Parameters
| Variable | All Biopsies (n = 115) | Test Set (n = 57) | Validation Set (n = 58) | |
|---|---|---|---|---|
| Hemoglobin (g/L) | 11.3 (10.7-12.8) | 11.6 (10.8-12.8) | 11.3 (10.6-12.8) | .868 |
| Platelets | 220 (176-270) | 220 (169-276) | 220 (181-269) | .911 |
| Neutrophils | 3.8 (3-5.1) | 3.8 (3-5.1) | 3.8 (2.9-5.2) | .906 |
| Lymphocytes | 1.1 (0.8-1.4) | 1.1 (0.8-1.5) | 1.1 (0.8-1.4) | .817 |
| NLR | 3.6 (2.4-6.1) | 3.6 (2.1-6.3) | 3.2 (2.4-6.1) | .685 |
| ALP (IU/L) | 172 (96-423) | 205 (95-345) | 167 (105-450) | .546 |
| Albumin (g/L) | 36 (33-38) | 36 (33-38) | 36 (33-37) | .268 |
| LDH (IU/L) | 196 (166-255) | 198 (165.5-265.5) | 195.5 (168-252) | .310 |
| PSA (ng/mL) | 212 (94-500) | 212 (96.5-609) | 205 (85-455) | .215 |
| Mean HU | 136.5 (27.5-235.8) | 144 (42-241) | 114 (5-230.5) | .282 |
Data presented as mean (range).
Abbreviations: ALP = alkaline phosphatase; HUs = Hounsfield units; LDH = lactate dehydrogenase; NLR = neutrophil-to-lymphocyte ratio; PSA = prostate-specific antigen.
Student t test for equivalence of mean values.
Univariate Analysis (Test Set) Results: Continuous Variables
| Variable | HR (95% CI) | |
|---|---|---|
| Hemoglobin | 0.53 (0.14-1.95) | .340 |
| Platelets | 0.75 (0.2-2.75) | .663 |
| Neutrophils | 2.44 (0.57-10.5) | .231 |
| Lymphocytes | 1.06 (0.36-3.12) | .922 |
| NLR | 1.3 (0.52-3.2) | .575 |
| LDH | 32.4 (2.69-391.6) | .006 |
| ALP | 1.52 (0.77-3.02) | .231 |
| Albumin | 0.89 (0.76-1.03) | .113 |
| PSA | 1.92 (1.2-3.04) | .006 |
| Mean HU | 1.01 (0.57-2.11) | .78 |
Hemoglobin, platelets, neutrophils, lymphocytes, NLR, LDH, ALP, PSA, and mean HUs were log-transformed.
Abbreviations: ALP = alkaline phosphatase; CI = confidence interval; HR = hazard ratio; HUs = Hounsfield units; LDH = lactate dehydrogenase; NLR = neutrophil-to-lymphocyte ratio; PSA = prostate-specific antigen.
Statistically significant.
Univariate Analysis (Test Set) Results: Categorical Variables (Cutoff Values)
| Variable | Positive (%) | OR (95% CI) | |
|---|---|---|---|
| Hemoglobin | 0.25 (0.08-0.8) | .019 | |
| <11.5 | 77.8 (21/27) | ||
| ≥11.5 | 46.7 (14/30) | ||
| Platelets | 0.97 (0.32-2.93) | .953 | |
| <200 | 61.9 (13/21) | ||
| ≥200 | 61.1 (22/36) | ||
| Neutrophils | 2.03 (0.69-6) | .200 | |
| <3.5 | 52 (13/25) | ||
| ≥3.5 | 68.8 (22/32) | ||
| Lymphocytes | 1.41 (0.48-4.17) | .534 | |
| <1 | 56.5 (13/23) | ||
| ≥1 | 64.7 (22/34) | ||
| NLR | 2.08 (0.68-6.35) | .197 | |
| <3 | 50 (10/20) | ||
| ≥3 | 67.6 (25/37) | ||
| LDH | 11.3 (2.27-56) | .003 | |
| <225 | 44.4 (16/36) | ||
| ≥225 | 90.5 (19/21) | ||
| PSA | 5.75 (1.72-19.3) | .005 | |
| <225 | 43.3 (13/30) | ||
| ≥225 | 81.5 (22/27) | ||
| ALP | 4.03 (1.2-13.6) | .025 | |
| <100 | 37.5 (6/16) | ||
| ≥100 | 70.7 (29/41) | ||
| Albumin | 0.44 (0.13-1.47) | .441 | |
| <34 | 73.7 (14/19) | ||
| ≥34 | 55.3 (21/38) | ||
| Mean HU | 5.78 (1.76-18.93) | .004 | |
| <125 | 35 (7/20) | ||
| ≥125 | 75.7 (28/37) | ||
| Treatment before biopsy | 0.87 (0.42-1.81) | .705 | |
| Hormonal | 62.5 (20/32) | ||
| Chemotherapy | 64.7 (11/17) | ||
| Other | 50 (4/8) | ||
| Previous pelvic RT | 0.4 (0.12-1.27) | .120 | |
| Yes | 47.1 (8/17) | ||
| No | 67.5 (27/40) | ||
| Bisphosphonates | 0.98 (0.31-3.1) | .975 | |
| Yes | 61.5 (24/39) | ||
| No | 61.1 (11/18) | ||
| Strong opioids | 1.29 (0.27-6.16) | .751 | |
| Yes | 66.7 (7/12) | ||
| No | 57.8 (26/45) |
Abbreviations: ALP = alkaline phosphatase; CI = confidence interval; HU = Hounsfield unit; LDH = lactate dehydrogenase; NLR = neutrophil-to-lymphocyte ratio; OR = odds ratio; PSA = prostate-specific antigen; RT = radiotherapy.
Statistically significant.
Multivariate Analysisa (Test Set) Results
| Variable | OR (95% CI) | |
|---|---|---|
| Hemoglobin | 0.68 (0.15-3.02) | .610 |
| LDH | 8.7 (1.68-45.11) | .003 |
| ALP | 2.06 (0.47-9.03) | .336 |
| PSA | 2.79 (0.7-11.12) | .144 |
| Mean HU | 3.85 (1.06-13.94) | .036 |
Abbreviations: ALP = alkaline phosphatase; CI = confidence interval; HU = Hounsfield unit; LDH = lactate dehydrogenase; NLR = neutrophil-to-lymphocyte ratio; OR = odds ratio; PSA = prostate-specific antigen.
Backward stepwise logistic regression, with P values calculated according to change in log-likelihood.
Statistically significant.
Bone Marrow Biopsy Score: Uni- and Multivariable Analysis Results
| Variable | OR (95% CI) | |
|---|---|---|
| Univariate analysis (validation set) | ||
| BMB score | 5.07 (1.9-13.4) | .001 |
| Hemoglobin | 0.34 (0.11-1.08) | .068 |
| Platelets | 0.93 (0.29-3) | .900 |
| Neutrophils | 1.20 (0.39-3.69) | .751 |
| Lymphocytes | 0.47 (0.14-1.57) | .470 |
| NLR | 1.53 (0.5-4.68) | .458 |
| PSA | 3.18 (0.95-10.6) | .060 |
| ALP | 1.54 (0.42-5.59) | .513 |
| Albumin | 0.42 (0.1-1.69) | .220 |
| Previous pelvic RT | 1.63 (0.44-5.98) | .465 |
| Bisphosphonates | 1.45 (0.34-6.16) | .613 |
| Strong opioids | 1.43 (0.38-5.48) | .598 |
| Multivariate analysis (validation set) | ||
| BMB score | 4.18 (1.55-11.25) | .005 |
| Hemoglobin | 0.55 (0.14-2.06) | .372 |
| ALP | 1.17 (0.25-5.39) | .844 |
| PSA | 2.05 (0.53-7.99) | .300 |
Abbreviations: ALP = alkaline phosphatase; BMB = bone marrow biopsy; CI = confidence interval; HU = Hounsfield unit; LDH = lactate dehydrogenase; NLR = neutrophil-to-lymphocyte ratio; OR = odds ratio; PSA = prostate-specific antigen; RT = radiotherapy.
Statistically significant.
BMB Score: Categorical Analysis Results for Test and Validation Sets
| BMB Results | Test Set | Validation Set | ||||
|---|---|---|---|---|---|---|
| Positive BM (%) | OR (95% CI) | Positive BM (%) | OR (95% CI) | |||
| Any positive cells | ||||||
| 0 | 4/17 (23.5) | — | — | 3/14 (21.4) | — | — |
| 1 | 15/22 (68.2) | 7 (1.7-171.2) | .008 | 21/25 (84) | 19.3 (3.6-101.7) | < .001 |
| 2 | 16/18 (88.9) | 20 (4.1-165.1) | .001 | 16/19 (84.2) | 19.6 (3.3-115.4) | .001 |
| Total | 35/57 (61.4) | — | — | 40/58 (69) | — | — |
| ≥50 Cells | ||||||
| 0 | 1/17 (5.9) | — | — | 2/14 (14.3) | — | — |
| 1 | 12/22 (54.5) | 19.2 (2.15-171.5) | .008 | 16/25 (64) | 10.7 (1.9-58.7) | .007 |
| 2 | 10/18 (55.6) | 20 (2.16-184.9) | .008 | 14/19 (73.7) | 16.8 (2.7-102.9) | .002 |
| Total | 23/57 (40.4) | 26/58 (55.2) | ||||
Abbreviations: BM = bone marrow; BMB = bone marrow biopsy; CI = confidence interval; OR = odds ratio.
BMB score of 0 used as a reference for logistic regression analysis.
Sensitivity, Specificity, and Predictive Values
| Variable | Estimate (95% CI) | |
|---|---|---|
| Test Set | Validation Set | |
| BMB score (0 vs. 1-2) | ||
| Sensitivity (%) | 88.6 (74-95.5) | 92.5 (80.1-97.4) |
| Specificity (%) | 59.1 (38.7-76.7) | 61.1 (38.6-79.7) |
| Positive predictive value (%) | 78.3 (68.3-85.8) | 79.9 (68.8-82.8) |
| Negative predictive value (%) | 75.6 (53.7-89.3) | 83 (60.8-93.9) |
| Mean HU ≥ 125 | ||
| Sensitivity (%) | 80 (64.1-90) | 87.5 (73.9-94.5) |
| Specificity (%) | 59.1 (38.7-76.7) | 66.7 (43.7-83.7) |
| Positive predictive value (%) | 75.7 (59.8-86.6) | 85.4 (71.6-93.2) |
| Negative predictive value (%) | 65 (43.3-81.8) | 70.6 (46.9-86.7) |
| LDH ≥ 225 IU/L | ||
| Sensitivity (%) | 54.3 (38.2-69.5) | 45 (30.7-60.2) |
| Specificity (%) | 90.1 (72.2-97.5) | 77.8 (54.8-91) |
| Positive predictive value (%) | 90.5 (71.1-97.4) | 81.8 (61.5-92.7) |
| Negative predictive value (%) | 55.6 (39.6-70.5) | 38.9 (24.8-55.1) |
Abbreviations: BMB = bone marrow biopsy; CI = confidence interval; HU = Hounsfield unit; LDH = lactate dehydrogenase.