Literature DB >> 26714799

Retrospective analysis of systemic chemotherapy and total parenteral nutrition for the treatment of malignant small bowel obstruction.

Jay Chouhan1, Rohan Gupta1, Joe Ensor2, Kanwal Raghav3, David Fogelman3, Robert A Wolff3, Michael Fisch4, Michael J Overman3.   

Abstract

Malignant small bowel obstruction (MSBO) that does not resolve with conservative measures frequently leaves few treatment options other than palliative care. This single-institution retrospective study assesses the outcomes of a more aggressive approach-concurrent systemic chemotherapy and total parenteral nutrition (TPN)-in the treatment of MSBO. The MD Anderson pharmacy database was queried to identify patients who received concurrent systemic chemotherapy and TPN between 2005 and 2013. Only patients with MSBO secondary to peritoneal carcinomatosis requiring TPN for ≥8 days were included. Survival and multivariate analyses were performed using the Kaplan-Meier method and Cox proportional hazard models. The study included 82 patients. MSBO resolution was observed in 10 patients. Radiographic assessments showed a response to chemotherapy in 19 patients; 6 of these patients experienced MSBO resolution. Patients spent an average of 38% of their remaining lives hospitalized, and 28% of patients required admission to the intensive care unit. In multivariate modeling, radiographic response to chemotherapy correlated with MSBO resolution (odds ratio [OR] 6.81; 95% confidence interval [CI], 1.68-27.85, P = 0.007). Median overall survival (OS) was 3.1 months, and the 1-year OS rate was 12.6%. Radiographic response to chemotherapy (HR 0.30; 95% CI, 0.16-0.56, P < 0.001), and initiation of new chemotherapy during TPN (HR 0.55; 95% CI, 0.33-0.94, P = 0.026) independently predicted for longer OS. Concurrent treatment with systemic chemotherapy and TPN for persistent MSBO results in low efficacy and a high morbidity and mortality, and thus should not represent a standard approach.
© 2015 The Authors. Cancer Medicine published by John Wiley & Sons Ltd.

Entities:  

Keywords:  Chemotherapy; gastrointestinal neoplasms; intestinal obstruction; ovarian neoplasms; survival analysis; total parenteral nutrition

Mesh:

Year:  2015        PMID: 26714799      PMCID: PMC4735773          DOI: 10.1002/cam4.587

Source DB:  PubMed          Journal:  Cancer Med        ISSN: 2045-7634            Impact factor:   4.452


Introduction

Malignant bowel obstruction (MBO) is a common complication of cancer; it occurs in 10–20% of colorectal cancer patients and 20–50% of ovarian cancer patients 1, 2, 3. Malignant small bowel obstruction (MSBO) poses the greatest challenge for clinical care. The outcomes for surgical intervention are generally poor, with several studies demonstrating a low likelihood of meaningful clinical benefit 4, 5, 6. In part, this relates to the frequent multifocality of small bowel involvement in the context of peritoneal carcinomatosis and the poor nutritional status of patients. Therefore, a conservative management approach consisting of bowel rest is considered standard treatment for symptomatic episodes of MSBO. It has been reported that 36% of cases with MBO achieve symptomatic relief with conservative treatment 7. However, those failing such strategies have goals of care that are typically palliative in nature and preclude the continuation or initiation of anti‐cancer therapy. Supplemental total parenteral nutrition (TPN) has not been shown to improve outcomes in patients with terminal cancer 8. Outcomes from the use of supplemental TPN among patients with MBO are poor, with the median overall survival (OS) duration ranging from 53 to 140 days 9, 10, 11, 12, 13. Studies have reported even worse outcomes for patients with MBO in the context of peritoneal carcinomatosis, with median OS durations of 40–74 days with TPN 14, 15, 16. Though studies have frequently noted that a small subpopulation appears to benefit from TPN, recognizing members of this subgroup ahead of treatment has, thus far, proven difficult 16, 17, 18, 19. The use of systemic chemotherapy in conjunction with TPN to manage MSBO is an aggressive approach that has not been well studied. Several small retrospective studies have included patients who have undergone this regimen 11, 17, 20, 21, 22, but no study has yet attempted to report on a large multitumor dataset. Because recent improvements in systemic chemotherapy have resulted in improved outcomes for patients with peritoneal carcinomatosis, a clearer understanding of the risks and benefits of aggressive TPN and chemotherapy treatment is needed 23, 24. In this study, we examine a large, single‐institution dataset to describe outcomes associated with concurrent TPN and systemic chemotherapy for persistent MSBO after conservative management.

Methods

Patient selection and data collection

We queried The University of Texas MD Anderson Cancer Center's pharmacy administration database to identify all patients treated concurrently with intravenous chemotherapy and TPN between January 2005 and December 2013 (n = 442). We excluded patients on the basis of nonsolid tumor histology (n = 219), age ≤16 years old (n = 12), administration of TPN for ≤8 days (n = 10), duodenal obstruction as cause of MSBO (n = 7), lack of radiographic or surgical confirmation of SBO (n = 111), and lack of peritoneal carcinomatosis (n = 1). The final study population consisted of 82 patients. The Institutional Review Board at MD Anderson Cancer Center approved this study. Two physicians (J. C. and R. G.) retrieved from the database retrospective data on patient demographics, tumor characteristics, laboratory indices, chemotherapy and surgical treatments, TPN supplementation, frequency of hospitalization, and duration of stay in the inpatient setting. TPN‐related complications included in this study were line infections and hyperbilirubinemia. Line infection was defined as a positive blood or catheter‐tip culture from the patient's TPN line, and hyperbilirubinemia was defined as a total bilirubin level >1.5 times the upper limit of normal (1.0 mg/dL) that was unexplained by hepatic metastases, biliary obstruction, or prior hepatobiliary disease. Best response to chemotherapy was categorized semiquantitatively as stable disease, disease response, or disease progression based on a retrospective review of the patient's radiographic records and the treating physician's assessment of them. MSBO resolution was defined as a patient tolerating an oral diet without the need for additional intravenous nutritional supplementation for ≥60 days.

Statistical analysis

Comparisons of relevant factors were made using analysis of variance (ANOVA), chi‐square tests, or log‐rank test. Kaplan–Meier curves were used to calculate time to event analyses, and were calculated from the initial date where TPN supplementation and chemotherapeutic intervention coincided until the date of last contact or occurrence of a relevant indicated event. Multivariate Cox proportional hazard models were created and included any variable with a P‐value <0.10 in univariate analysis. Multivariate Cox proportional hazard modeling was conducting using a stepwise selection approach. A pool of candidate predictor variables consisting of ten covariates (age, body mass index, duration of metastatic disease, sex, site, histology, peritoneum only metastases, chemotherapy regimen, new chemotherapy start on TPN, and line of therapy) were offered to the model. Factors significant at the 0.10 level were allowed to enter the model, but significance at the 0.05 level was required to stay in the model. A P‐value of 0.05 was considered statistically significant. All analysis was performed using SAS software, version 9.4 (SAS Institute Inc., Cary, NC).

Results

Patient characteristics and clinical course

Among the 82 patients with MSBO secondary to peritoneal carcinomatosis who met the inclusion criteria (Table 1), the median age was 55 years. The most common primary tumor types were gastrointestinal (59.8%) and gynecologic (22.0%); extra‐peritoneal metastases were present in 48 (58.5%) patients. The median follow‐up time was 89.5 days (range, 4–2117 days).
Table 1

Patient demographic baseline characteristics (N = 82)

Variable N Percentage or range
Median age, years5517–85
Median initial body mass index (kg/m2)23.914.3–38.0
Median initial albumin (g/dL)2.81.6–4.4
Female sex5162.2
Caucasian race5364.6
Median duration of metastasis prior to TPN/chemotherapy, months6.90–115
Extraperitoneal metastasis4858.5
Previous abdominal surgery5972
Tumor histology
Carcinoma7186.6
Noncarcinoma1113.4
Primary site
Gastrointestinal4959.8
Colorectal20
Appendix6
Pancreas6
Othera 11
Gynecological1822.0
Ovarian/Primary Peritoneal16
Uterine2
Othera 1518.3
Line of chemotherapy
1st3846.3
2nd1518.3
≥3rd2935.3
First chemotherapy regimen
5‐FU3239
Taxane1518.3
Otherb 3542.7
New chemotherapy start during TPN5870.7

TPN, total parenteral nutrition.

Stomach (5); gastrointestinal cancer of unknown primary (1); gallbladder (1); small bowel carcinoid (2); small bowel adenocarcinoma (1); and intra‐abdominal desmoid tumor (1).

Sarcoma (4); melanoma (4); cancer of unknown primary (3); bladder (2); urachus; (1); and prostate (1).

5‐FU + taxane (5); doxorubicin (6); gemcitabine (2); irinotecan (5); platinum‐based therapy (7); carmustine (1); anti‐EGFR therapy (2); pemetrexed (1); IL‐2 (2); topotecan (2); and bevacizumab.

Patient demographic baseline characteristics (N = 82) TPN, total parenteral nutrition. Stomach (5); gastrointestinal cancer of unknown primary (1); gallbladder (1); small bowel carcinoid (2); small bowel adenocarcinoma (1); and intra‐abdominal desmoid tumor (1). Sarcoma (4); melanoma (4); cancer of unknown primary (3); bladder (2); urachus; (1); and prostate (1). 5‐FU + taxane (5); doxorubicin (6); gemcitabine (2); irinotecan (5); platinum‐based therapy (7); carmustine (1); anti‐EGFR therapy (2); pemetrexed (1); IL‐2 (2); topotecan (2); and bevacizumab. The median duration of metastatic disease prior to the administration of concurrent systemic chemotherapy and TPN was 6.9 months (range, 0–115 months). The initial systemic chemotherapy was the first‐line therapy for metastatic disease in 38 (46.3%) patients. Twenty‐four (29.3%) patients continued to receive the same chemotherapy regimen after the initiation of TPN. The median duration of chemotherapy prior to TPN initiation was 8.5 days (range, 1–87 days), with only one patient having more than 2 cycles of chemotherapy prior to TPN initiation. Response to chemotherapy was assessed radiographically in 54 (65.9%) patients (Table 2). The remaining 28 (34.1%) patients demonstrated clinical decline and did not undergo further radiographic imaging. Of the 54 patients with radiographic assessments, 19 patients showed a radiographic response, 9 had stable disease, and 26 had progressive disease (Table 2).
Table 2

Treatment outcomes (N = 82)

Variable N Percentage or range
Small bowel resolutiona , b 1012.2
Median overall survival, months3.10.03–69.4
Chemotherapy outcome
Best radiographic response
Response1923.2
Stable911.0
Progression2631.7
Unknown2834.1
Treatment course
Median duration of TPN, days45(9–639)
Subsequent hospitalization6376.8
Median number of hospitalizations21–11
Median inpatient stay, days26.54–167
Intensive care unit stay2328.1
TPN‐related complications2732.9
Line infection17
Hyperbilirubinemia10
Bowel perforation44.9
Venting gastrostomy tube insertion5668.3

TPN, total parenteral nutrition.

Defined as an oral diet without intravenous nutritional supplementation for ≥60 days.

Tumor types were ovarian (4); prostate (1); small bowel adenocarcinoma (1); appendiceal adenocarcinoma (1); small bowel carcinoid (1); endometrioid carcinoma (1); and abdominal desmoid (1).

Treatment outcomes (N = 82) TPN, total parenteral nutrition. Defined as an oral diet without intravenous nutritional supplementation for ≥60 days. Tumor types were ovarian (4); prostate (1); small bowel adenocarcinoma (1); appendiceal adenocarcinoma (1); small bowel carcinoid (1); endometrioid carcinoma (1); and abdominal desmoid (1). The median duration of TPN was 45 days (range, 9–639). TPN‐related complications (i.e., line infections or hyperbilirubinemia) occurred in 27 (32.9%) patients. Bowel perforation occurred rarely, in only 4 (4.9%) patients. Sixty‐three (76.8%) patients required hospitalization after the initiation of systemic chemotherapy and TPN, with 23 (28.1%) patients admitted to the intensive care unit. The median number of hospitalizations was 2 (range, 1–11), and the median time spent hospitalized was 26.5 days (range, 4–167 days). On average, patients spent 38% (range, 1–100%) of their remaining lives in the hospital.

Resolution of MSBO

MSBO resolution was observed in 10 (12.2%) patients (Table 2; Fig. 1). As shown in Figure 1, resolution of MSBO was attributable to surgery in 3 cases and chemotherapy in 5 cases, while an additional two cases had MSBO resolution without either surgery or a chemotherapy response. Recurrence of the MSBO obstruction occurred in 6 of the 10 patients, at a median time of 5.3 months (range, 2–90 months) after the initial resolution. Surgery with the goal of correcting the MSBO was attempted infrequently (6 cases, 7.3%) with the median time from initiation of systemic chemotherapy and TPN to MSBO surgery of 35.5 days (range, 6–217 days).
Figure 1

Malignant small bowel obstruction (MSBO) resolution stratified by tumor response and treatment variables. TPN, total parenteral nutrition.

Malignant small bowel obstruction (MSBO) resolution stratified by tumor response and treatment variables. TPN, total parenteral nutrition. On univariate analysis, surgery (odds ratio [OR] 9.86; 95% confidence interval [CI], 1.66–58.40, P = 0.01) and radiographic response to treatment (OR 6.37; 95% CI, 1.63–24.85, P = 0.007) were found to be predictors of MSBO resolution (Table 3). On multivariate modeling that did not include subsequent treatment variables of radiographic response or surgery for MSBO—no factors were found to be significant predictors of MSBO resolution. With the inclusion of the two subsequent‐treatment factors, only radiographic response correlated with an increased rate of MSBO resolution (OR 6.81; 95% CI, 1.68–27.63, P = 0.007).
Table 3

Univariate and multivariate analyses of factors correlating with resolution of malignant small bowel obstruction

UnivariateMultivariate
Variable n Odds ratio (95% CI) P‐valuea Odds ratio (95% CI) P‐valuea
Ageb 820.96 (0.91–1.00)0.06
Albuminb 791.06 (0.42–2.71)0.90
Body mass indexb 810.98 (0.88–1.09)0.68
Metastatic disease duration ≥7 months820.41 (0.10–1.69)0.22
New chemotherapy start during TPN581.52 (0.33–6.94)0.59
Sex
Male31Reference
Female510.87 (0.24–3.23)0.84
Site
Gastrointestinal49Reference
Gynecological181.23 (0.24–6.28)0.81
Other152.27 (0.50–10.32)0.29
Histology
Carcinoma71Reference
Noncarcinoma114.78 (1.00–22.87)0.051
Extraperitoneal metastasis
Yes34Reference
No480.97 (0.26–3.56)1.00
Chemotherapy regimen
5‐FU32Reference
Taxane151.17 (0.21–4.50)0.86
Other351.08 (0.26–4.50)0.92
Line of chemotherapy
1st38Reference
2nd150.93 (0.18–4.75)0.93
≥3rd291.09 (0.21–5.69)0.92
Surgery for MSBO
No76Reference
Yes69.86 (1.66–58.40)0.01
Radiographic response
No63ReferenceReference
Yes196.37 (1.63–24.85)0.0076.81 (1.68–27.63)0.007

CI, confidence interval; TPN, total parenteral nutrition; MSBO, malignant small bowel obstruction.

P < 0.05 was considered statistically significant.

Continuous variable used to calculate odds ratios.

Univariate and multivariate analyses of factors correlating with resolution of malignant small bowel obstruction CI, confidence interval; TPN, total parenteral nutrition; MSBO, malignant small bowel obstruction. P < 0.05 was considered statistically significant. Continuous variable used to calculate odds ratios.

Overall survival

The median OS duration for our patient cohort was 3.1 months (range, 0.03–69.4 months), with a 1‐year OS rate of 12.2% (Fig. 2A). Among the 54 patients who underwent radiographic assessments, those with a radiographic response to therapy showed longer OS than those with no response (median OS 9.2 vs. 4.7 months, P = 0.018) (Fig. 2B). The median OS was 1.7 months for patients who did not undergo radiographic evaluation. Of the 10 patients who lived longer than 1 year, three had favorable tumor types (desmoid, appendiceal adenocarcinoma and carcinoid) while the remaining 7 had ovarian/primary peritoneal (n = 4), prostate (n = 1), endometrial adenocarcinoma (n = 1), and small bowel adenocarcinoma (n = 1). The median time spent inpatient was 49 days (range 7–126 days) and SBO resolution occurred in 5 patients (2 following surgery and 3 following chemotherapy). Of the seven patients with nonfavorable tumor types, four underwent frontline chemotherapy and all had either a response or stable disease to chemotherapy.
Figure 2

Overall survival (OS) for (A) all patients (n = 82) and (B) patients who underwent radiographic tumor assessment (n = 54).

Overall survival (OS) for (A) all patients (n = 82) and (B) patients who underwent radiographic tumor assessment (n = 54). On univariate analysis, only radiographic response to chemotherapy showed a statistically significant correlation with OS (OR 0.36; 95% CI, 0.20–0.65, P = 0.0007) (Table 4). Multivariate modeling that excluded the subsequent‐treatment variables showed no statistically significant factors. With the inclusion of radiographic response and MSBO surgery in the multivariate analysis, radiographic response (OR 0.30; 95%, 0.16–0.56, P = 0.004) and initiation of new systemic chemotherapy during TPN (OR 0.55; 95% CI, 0.33–0.94, P = 0.026) were correlated with improved OS.
Table 4

Univariate and multivariate analyses of factors correlating with overall survival

UnivariateMultivariate
Variable n Hazard ratio (95% CI) P‐valuea Hazard ratio (95% CI) P‐valuea
Ageb 821.00 (0.98–1.01)0.70
Albuminb 790.94 (0.68–1.30)0.71
Body mass indexb 811.01 (0.97–1.04)0.68
Metastatic disease duration ≥7 months820.99 (0.98–1.00)0.94
New chemotherapy start during TPN580.77 (0.47–1.28)0.30.55 (0.33–0.94)0.026
Sex
Male31Reference
Female510.90 (0.56–1.44)0.67
Site
Gastrointestinal49Reference
Gynecological180.70 (0.49–1.27)0.20
Other151.01 (0.56–1.83)0.97
Histology
Carcinoma71Reference
Noncarcinoma110.93 (0.56–1.83)0.84
Extraperitoneal metastasis
Yes34Reference
No480.92 (0.58–1.44)0.70
Chemotherapy regimen
5‐FU32Reference
Taxane150.58 (0.30–1.14)0.16
Other351.09 (0.65–1.84)0.74
Line of chemotherapy
1st38Reference
2nd151.19 (0.64–2.21)0.58
≥3rd291.38 (0.72–2.62)0.33
Surgery for MSBO
No76Reference
Yes60.67 (0.32–1.39)0.28
Radiographic response
No63ReferenceReference
Yes190.36 (0.20–0.65)0.00070.30 (0.16–0.56)0.0004

CI, confidence interval; TPN, total parenteral nutrition; MSBO, malignant small bowel obstruction.

P < 0.05 was considered statistically significant.

Continuous variable used to calculate odds ratios.

Univariate and multivariate analyses of factors correlating with overall survival CI, confidence interval; TPN, total parenteral nutrition; MSBO, malignant small bowel obstruction. P < 0.05 was considered statistically significant. Continuous variable used to calculate odds ratios.

Discussion

The treatment approach for cancer patients with MSBO after conservative management with bowel rest is poorly defined. Studies have shown limited benefit with either surgical intervention or supplemental TPN for this patient population 4, 5, 6, 9, 14, 16, 20. Our study analyzed the largest available dataset evaluating the more aggressive approach of concurrent systemic chemotherapy and TPN. We conclude that the outcomes of this aggressive approach are poor, yielding a median OS duration of 3.1 months. In addition, we observed significant treatment‐related morbidity; 76.8% of patients were rehospitalized, and on average they spent approximately 38% of their remaining lives in the hospital. Although a radiographic response to chemotherapy predicted MSBO resolution in our multivariate analysis, only 5 of the 19 patients with a radiographic response (6% of the entire cohort) experienced MSBO resolution attributable to the use of systemic chemotherapy. These results demonstrate that the aggressive treatment of MSBO secondary to peritoneal carcinomatosis with systemic chemotherapy and concurrent TPN supplementation provided minimal benefit to our patient population. Several previous studies, with populations ranging from 4 to 31 patients, have reported on the palliative management of MBO with chemotherapy and TPN supplementation 11, 17, 18, 19, 20, 22. Brard et al. 10 conducted one of the larger studies to specifically address the role of TPN and chemotherapy in the setting of MBO; they found no statistically significant difference between the median OS duration of 18 patients treated with chemotherapy and TPN compared and that of 7 patients treated with chemotherapy alone (72 vs. 42 days, P = 0.09) 10. In contrast, Abu‐Rustum et al. 23 reported, in a study of 21 ovarian cancer patients with MBO, that patients receiving TPN and chemotherapy had a significantly longer median OS than those treated with chemotherapy alone (80 vs. 62 days, P = 0.031) 21. However, due to the retrospective nature of these studies and their relatively small sample sizes, no definitive conclusions can be drawn from them. The frequency of MSBO resolution in our overall cohort (12.2%) was similar to that observed in two previous studies, which found MBO resolution in 1 (12.5%) of 8 and 2 (12.2%) of 11 ovarian cancer patients managed with an aggressive approach like the one examined in our study 20, 21. Among our patient cohort, radiographic response was the only independent predictor of MSBO resolution. However, a discrepancy between treatment response and MSBO resolution did exist. Of 19 patients with radiographic tumor response, only 5 (26%) patients went on to have MSBO resolution that could be attributed to chemotherapeutic intervention. A relationship between chemotherapy response and MBO‐resolution has not been well described in the literature, but was suggested in an examination of 39 ovarian cancer patients palliatively managed with chemotherapy and/or surgery. In this study, a platinum response disease was seen in 46% of patients with resolution of their MBO compared to only 27% of patients without resolution of their MBO, P = 0.17 25. In addition, we identified no baseline factors that predicted either OS or MSBO resolution. Indeed, we were surprised that neither the line of chemotherapy used nor the tumor type predicted either outcome. It was also of interest that worse OS was seen in patients in whom the same chemotherapy administered prior to the development of MSBO was continued unchanged after the MSBO diagnosis. Given that treatment response was the only factor that correlated with both OS and MSBO resolution in our study, it is critical that, if this aggressive approach is attempted, the radiographic results from systemic chemotherapy are incorporated into clinical assessments of the risks and benefits of further treatment. However, the absence of any pretreatment factors that statistically correlated with improved outcomes poses a major limitation to the clinical application of this aggressive approach. Though we were unable to assess quality of life measures due to our study's retrospective nature, our analyses suggest that the aggressive treatment approach is associated with high morbidity rates. In particular, 23 (28.1%) patients required admission to the intensive care unit, and 27 (32.9%) developed TPN‐related complications. In part, these findings may reflect the well‐known increased risks of infections and iatrogenic complications from the concurrent use of supplemental TPN in patients treated with chemotherapy 8. Most importantly in terms of quality of life, patients spent an average of 38% of their remaining lives in the hospital. Although we examined the largest population of patients with MSBO treated with concurrent chemotherapy and TPN of any study to date, our study, like others, was limited by its relatively small cohort size and its retrospective nature. In addition, while our study population was representative of clinical practice patterns for the treatment of solid tumors, heterogeneity in the patient population and in tumor types prevented us from undertaking a more detailed investigation of the prognostic significance of various subgroups. Additionally, while better performance status has previously been reported to predict longer OS in patients with MBO 12, 16, 26, we were unable to evaluate this relationship due to a lack of documentation of performance status for hospitalized patients. Because the aggressive treatment approach may have only been considered for more functionally robust patients, it is possible that the population we studied reflects a highly selected cohort. A final limitation involves the definition of unresolving MSBO. By requiring more than 8 days of TPN, we designed our study criteria to identify patients with an unresolving MSBO that was likely not amenable to surgical intervention; nevertheless, a small subset of patients went on to have palliative surgical procedures, and 2 patients were observed to have spontaneous resolution of their MSBOs. In conclusion we recommend against that the use of systemic chemotherapy and TPN for patients with MSBO secondary to peritoneal carcinomatosis. Though a small subset of the studied patients did gain a modest benefit, the lack of predefined factors that could identify this population in advance makes it clinically challenging to apply this aggressive approach, especially in light of the significant treatment‐related morbidity we observed.

Conflict of Interest

None declared.
  26 in total

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10.  Optimizing the Care of Malignant Bowel Obstruction in Patients With Advanced Gynecologic Cancer.

Authors:  Yeh Chen Lee; Nazlin Jivraj; Lisa Wang; Tanya Chawla; Jenny Lau; Jennifer Croke; Johane P Allard; Terri Stuart-McEwan; Kashish Nathwani; Valerie Bowering; Katherine Karakasis; Catherine O'Brien; Eran Shlomovitz; Sarah E Ferguson; Sarah Buchanan; Pamela Ng; Sunu Cyriac; Lisa Tinker; Neesha Dhani; Amit M Oza; Stephanie Lheureux
Journal:  J Oncol Pract       Date:  2019-09-24       Impact factor: 3.840

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