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Subtype Differentiation of Renal Tumors Using Voxel-Based Histogram Analysis of Intravoxel Incoherent Motion Parameters
Gaing, Byron; Sigmund, Eric E; Huang, William C; Babb, James S; Parikh, Nainesh S; Stoffel, David; Chandarana, Hersh
PURPOSE: The aim of this study was to determine if voxel-based histogram analysis of intravoxel incoherent motion imaging (IVIM) parameters can differentiate various subtypes of renal tumors, including benign and malignant lesions. SUBJECTS AND METHODS: A total of 44 patients with renal tumors who underwent surgery and had histopathology available were included in this Health Insurance Portability and Accountability Act-compliant, institutional review board-approved, single-institution prospective study. In addition to routine renal magnetic resonance imaging examination performed on a 1.5-T system, all patients were imaged with axial diffusion-weighted imaging using 8 b values (range, 0-800 s/mm). A biexponential model was fitted to the diffusion signal data using a segmented algorithm to extract the IVIM parameters perfusion fraction (fp), tissue diffusivity (Dt), and pseudodiffusivity (Dp) for each voxel. Mean and histogram measures of heterogeneity (standard deviation, skewness, and kurtosis) of IVIM parameters were correlated with pathology results of tumor subtype using unequal variance t tests to compare subtypes in terms of each measure. Correction for multiple comparisons was accomplished using the Tukey honestly significant difference procedure. RESULTS: A total of 44 renal tumors including 23 clear cell (ccRCC), 4 papillary (pRCC), 5 chromophobe, and 5 cystic renal cell carcinomas, as well as benign lesions, 4 oncocytomas (Onc) and 3 angiomyolipomas (AMLs), were included in our analysis. Mean IVIM parameters fp and Dt differentiated 8 of 15 pairs of renal tumors. Histogram analysis of IVIM parameters differentiated 9 of 15 subtype pairs. One subtype pair (ccRCC vs pRCC) was differentiated by mean analysis but not by histogram analysis. However, 2 other subtype pairs (AML vs Onc and ccRCC vs Onc) were differentiated by histogram distribution parameters exclusively. The standard deviation of Dt [sigma(Dt)] differentiated ccRCC (0.362 +/- 0.136 x 10 mm/s) from AML (0.199 +/- 0.043 x 10 mm/s) (P = 0.002). Kurtosis of fp separated Onc (2.767 +/- 1.299) from AML (-0.325 +/- 0.279; P = 0.001), ccRCC (0.612 +/- 1.139; P = 0.042), and pRCC (0.308 +/- 0.730; P = 0.025). CONCLUSIONS: Intravoxel incoherent motion imaging parameters with inclusion of histogram measures of heterogeneity can help differentiate malignant from benign lesions as well as various subtypes of renal cancers.
PMID: 25387050
ISSN: 0020-9996
CID: 1348892
Impact of warm versus cold ischemia on renal function following partial nephrectomy
Eggener, Scott E; Clark, Melanie A; Shikanov, Sergey; Smith, Benjamin; Kaag, Matthew; Russo, Paul; Wheat, Jeffrey C; Wolf, J Stuart; Matin, Surena F; Huang, William C; Harel, Miriam; Cambio, Joseph; Shalhav, Arieh L; Raman, Jay D
INTRODUCTION/BACKGROUND:We evaluated renal function following partial nephrectomy with cold ischemia (CI) versus warm ischemia (WI). METHODS:Data were collected from 1,396 patients at six institutions who underwent partial nephrectomy for a renal mass with normal contralateral kidney to evaluate percent change in glomerular filtration rate (GFR) at 3-18 months. A multivariate linear regression model tested the association of percent change GFR with clinical, operative, and pathologic factors. RESULTS:A total of 874 patients (63 %) underwent PN with CI and 522 (37 %) with WI. All patients undergoing laparoscopic and robotic-assisted partial nephrectomy (n = 443) had WI, whereas 92 % of open partial nephrectomy patients (n = 953) had CI. The CI group had a lower mean baseline GFR (72 vs. 80 ml/min/1.73 m(2)), longer median ischemia time (33 vs. 29 min), and larger mean tumor size (3.2 vs. 2.9 cm) with more advanced pathologic stage (T1b-T3: 25 vs. 16 %) (all p values <0.001). Patients with CI and WI demonstrated 12.3 and 10.1 % reductions in renal function from baseline, respectively (p = 0.067). Increasing age, female gender, and increasing tumor size were associated with reduction in renal function (all p values <0.001). Neither renal hypothermia nor operative technique independently predicted reduced renal function. Sensitivity analyses limited to ischemia time >30 min, baseline estimated glomerular filtration rate <60 ml/min/1.73 m(2), or tumors >4 cm did not significantly alter the findings. CONCLUSIONS:Increasing age, female gender, and larger tumor size independently predict a decrease in renal function following partial nephrectomy with a normal contralateral kidney. Within the limitations of a non-randomized comparison, including lack of parenchymal preservation percentage, neither surgical approach (open or laparoscopic) nor presence of hypothermia appears to be associated with long-term renal function.
PMID: 24817142
ISSN: 1433-8726
CID: 5015092
Clinicopathologic Outcomes of Cystic Renal Cell Carcinoma
Donin, Nicholas M; Mohan, Sanjay; Pham, Hai; Chandarana, Hersh; Doshi, Ankur; Deng, Fang-Ming; Stifelman, Michael D; Taneja, Samir S; Huang, William C
BACKGROUND: The purpose of this study was to describe the clinicopathologic characteristics and oncologic outcomes of patients who underwent nephrectomy for cystic renal masses. PATIENTS AND METHODS: Using an institutional review board-approved database, we retrospectively reviewed the clinical, pathologic, radiologic, and oncologic outcome data of patients who received nephrectomy for a complex cystic renal mass. RESULTS: Sixty-one patients were identified who received nephrectomy for a complex cystic lesion. Average age was 64 years. Thirty-nine (64%) patients were male. At the time of resection, 1 (1.6%), 3 (4.8%), 53 (86.8%), and 4 (6.5%) had a Bosniak category II, IIF, III, and IV cystic lesion, respectively. Nineteen (31.1%) patients were initially managed expectantly but underwent surgery because of progression of complexity on follow-up. Mean pathologic tumor size was 3.3 cm (range, 0.7-12 cm). Forty-eight (78.6%) of the lesions were found to be malignant. Thirty-seven (77.1%), 5 (10.4%), 4 (8.3%), and 2 (4.1%) were stage T1a, T1b, T2a, and T3a, respectively. Clear cell was the most common histologic subtype (44%), followed by papillary (21.3%), and unclassified RCC (4.9%). With a mean and median follow-up of 48.4 and 43.0 months, respectively, no patients developed a local or metastatic recurrence. All patients were alive at last follow-up. CONCLUSION: In our series with moderate follow-up, cystic RCCs do not appear to recur or progress regardless of size, histologic subtype, or grade. These findings suggest the malignant potential of cRCCs is significantly less than solid RCCs. Further investigation is required to determine if cRCCs should be classified and managed independently from solid RCCs.
PMID: 25088469
ISSN: 1558-7673
CID: 1105172
Whole-lesion diffusion metrics for assessment of bladder cancer aggressiveness
Rosenkrantz, Andrew B; Obele, Chika; Rusinek, Henry; Balar, Arjun V; Huang, William C; Deng, Fang-Ming; Ream, Justin M
PURPOSE: To explore associations of whole-lesion histogram diffusion metrics with pathologic findings and subsequent metastatic disease in bladder cancer patients undergoing radical cystectomy. METHODS: Twenty-three bladder cancer patients (21M, 2F; mean 70 +/- 11 years) underwent MRI before cystectomy. A volume-of-interest was placed on all slices on the ADC map encompassing each lesion. Whole-lesion mean, kurtosis, and skewness of ADC were calculated and compared with T stage and pelvic nodal status at cystectomy and with subsequent metastasis in 20/25 patients with available follow-up. RESULTS: At cystectomy, 39 % (9/23) were stage T2, 61 % (14/23) >/=T3, and 28 % (5/23) exhibited positive nodes; 35 % (7/20) developed later metastases. Mean ADC was significantly lower in stage >/=T3 than in lower stage tumors (1.20 +/- 0.36 x 10-3 vs. 1.55 +/- 0.36 x 10-3 mm2/s; p = 0.044), but showed no association with nodal or metastatic disease (p = 0.362-0.709). Kurtosis was significantly lower in tumors with, compared to without, nodal disease (-0.05 +/- 0.29 vs. 0.91 +/- 1.16; p = 0.037), and showed a non-significant decrease in tumors with, compared to without, later metastases (0.23 +/- 0.63 vs. 0.83 +/- 0.89; p = 0.088). Kurtosis was not associated with T stage (p = 0.811), and skew was not associated with any outcome (p = 0.516-0.643). Mean ADC achieved highest AUC for identification of stage >/=T3 (AUC = 0.754 vs. 0.516-0.643 for other metrics). Kurtosis achieved highest AUC for nodal disease (AUC = 0.811 vs. 0.522-0.556 for other metrics) and metastases (AUC = 0.736 vs. 0.516-0.626 for other metrics). Only difference in AUC between skewness and kurtosis for nodal disease was significant (p = 0.031). CONCLUSION: While requiring larger studies, kurtosis has potential to complement mean ADC in bladder cancer prognosis using whole-lesion histogram analysis.
PMID: 25106502
ISSN: 0942-8925
CID: 1141422
Impact of synchronous metastasis distribution on cancer specific survival in renal cell carcinoma after radical nephrectomy with tumor thrombectomy
Tilki, Derya; Hu, Brian; Nguyen, Hao G; Dall'Era, Marc A; Bertini, Roberto; Carballido, Joaquin A; Chandrasekar, Thenappan; Chromecki, Thomas; Ciancio, Gaetano; Daneshmand, Siamak; Gontero, Paolo; Gonzalez, Javier; Haferkamp, Axel; Hohenfellner, Markus; Huang, William C; Koppie, Theresa M; Linares, Estefania; Lorentz, C Adam; Mandel, Philipp; Martinez-Salamanca, Juan I; Master, Viraj A; Matloob, Rayan; McKiernan, James M; Mlynarczyk, Carrie M; Montorsi, Francesco; Novara, Giacomo; Pahernik, Sascha; Palou, Juan; Pruthi, Raj S; Ramaswamy, Krishna; Rodriguez Faba, Oscar; Russo, Paul; Shariat, Shahrokh F; Spahn, Martin; Terrone, Carlo; Thieu, William; Vergho, Daniel; Wallen, Eric M; Xylinas, Evanguelos; Zigeuner, Richard; Libertino, John A; Evans, Christopher P
PURPOSE: Metastatic renal cell carcinoma can be clinically diverse in terms of the pattern of metastatic disease and response to treatment. We studied the impact of metastasis and location on cancer specific survival. MATERIALS AND METHODS: The records of 2,017 patients with renal cell cancer and tumor thrombus who underwent radical nephrectomy and tumor thrombectomy from 1971 to 2012 at 22 centers in the United States and Europe were analyzed. Number and location of synchronous metastases were compared with respect to patient cancer specific survival. Multivariable Cox regression models were used to quantify the impact of covariates. RESULTS: Lymph node metastasis (155) or distant metastasis (725) was present in 880 (44%) patients. Of the patients with distant disease 385 (53%) had an isolated metastasis. The 5-year cancer specific survival was 51.3% (95% CI 48.6-53.9) for the entire group. On univariable analysis patients with isolated lymph node metastasis had a significantly worse cancer specific survival than those with a solitary distant metastasis. The location of distant metastasis did not have any significant effect on cancer specific survival. On multivariable analysis the presence of lymph node metastasis, isolated distant metastasis and multiple distant metastases were independently associated with cancer specific survival. Moreover higher tumor thrombus level, papillary histology and the use of postoperative systemic therapy were independently associated with worse cancer specific survival. CONCLUSIONS: In our multi-institutional series of patients with renal cell cancer who underwent radical nephrectomy and tumor thrombectomy, almost half of the patients had synchronous lymph node or distant organ metastasis. Survival was superior in patients with solitary distant metastasis compared to isolated lymph node disease.
PMID: 25063493
ISSN: 0022-5347
CID: 1448242
THE RELATIONSHIP OF INCREASING MRI SUSPICION SCORE AND THE IDENTIFICATION OF HIGH GRADE PROSTATE CANCER ON MRI FUSION TARGETED BIOPSY [Meeting Abstract]
Meng, Xiaosong; Rosenkrantz, Andrew B; Fenstermaker, Michael; Mendhiratta, Neil; Huang, Richard; Deng, Fang-Ming; Zhou, Ming; Huang, William C; Lepor, Herbert; Taneja, Samir S
ISI:000362552200206
ISSN: 1527-3792
CID: 1871592
COMPARISON OF MRI-US FUSION TARGETED BIOPSY AND SYSTEMATIC PROSTATE BIOPSY: SINGLE INSTITUTION EXPERIENCE IN 604 PATIENTS. [Meeting Abstract]
Meng, Xiaosong; Rosenkrantz, Andrew B; Mendhiratta, Neil; Fenstermaker, Michael; Huang, Richard; Wysock, James; Bjurlin, Marc; Marshall, Susan; Deng, Fang-Ming; Melamed, Jonathan; Zhou, Ming; Huang, William C; Lepor, Herbert; Taneja, Samir S
ISI:000362826500362
ISSN: 1527-3792
CID: 1871612
OUTCOMES OF MRI-US FUSION TARGETED PROSTATE BIOPSY IN MEN WITH HISTORY OF PREVIOUS NEGATIVE BIOPSY: IMPROVED CANCER DETECTION AND RISK STRATIFICATION. [Meeting Abstract]
Mendhiratta, Neil; Rosenkrantz, Andrew B; Meng, Xiaosong; Fenstermaker, Michael; Huang, Richard; Wysock, James S; Deng, Fang-Ming; Melamed, Jonathan; Zhou, Ming; Huang, William C; Lepor, Herbert; Taneja, Samir S
ISI:000362826500364
ISSN: 1527-3792
CID: 1871622
OUTCOMES OF MRI-US FUSION TARGETED BIOPSY IN THE RISK STRATIFICATION OF ACTIVE SURVEILLANCE CANDIDATES [Meeting Abstract]
Meng, Xiaosong; Rosenkrantz, Andrew B; Mendhiratta, Neil; Fenstermaker, Michael; Huang, Richard; Wysock, James; Deng, Fang-Ming; Melamed, Jonathan; Zhou, Ming; Huang, William C; Lepor, Herbert; Taneja, Samir S
ISI:000362826500482
ISSN: 1527-3792
CID: 1871632
OUTCOMES OF MRI-US FUSION TARGETED PROSTATE BIOPSY IN MEN WITHOUT HISTORY OF PREVIOUS BIOPSY: REDUCTION OF OVER-DETECTION AND IMPROVED RISK STRATIFICATION. [Meeting Abstract]
Mendhiratta, Neil; Rosenkrantz, Andrew B; Meng, Xiaosong; Fenstermaker, Michael; Huang, Richard; Wysock, James S; Deng, Fang-Ming; Melamed, Jonathan; Zhou, Ming; Huang, William C; Lepor, Herbert; Taneja, Samir S
ISI:000362826600373
ISSN: 1527-3792
CID: 1871642