Literature DB >> 35747598

Combination of palbociclib with adjuvant endocrine therapy for treatment of hormone receptor-positive and human epidermal growth factor receptor 2-negative metastatic breast cancer: An experience at two cancer centers in Saudi Arabia.

Meteb H Al-Foheidi1,2, Asem Mohammed Albeshri1, Safwan Noor Moamenkahan1, Abdulmajid Mohammed Abdullah1, Muhannad Sadaqa Abualola1, Muath Hamed Alharbi1,2, Ahmed A Refa2, Ali M Bayer2, Ahmed Y Shaheen2, Syed Sameer Aga3, Muhammad Anwar Khan3, Mubarak M Al-Mansour1,2,3, Ezzeldin M Ibrahim2.   

Abstract

The addition of palbociclib (a cyclin-dependent kinase 4/6 inhibitor) to endocrine therapy (ET) has been shown to significantly improve progression-free survival (PFS) and overall survival (OS) among patients with hormone receptor-positive (HR+) advanced breast cancer. The current study presents the local experience of using palbociclib at two cancer centers in Saudi Arabia. Electronic data of patients with metastatic HR+ and human epidermal growth factor receptor 2-negative breast cancer who progressed after prior ET and received at least one cycle of palbociclib plus ET, were retrospectively reviewed. A total of 97 patients were identified, and their data were included in the analysis. The median age of the patients was 55 years. Patients were heavily pretreated in the metastatic setting (55% received systemic chemotherapy and 49% received two or more lines of prior ET). In total, 29 (30%) and 50 (52%) patients achieved an objective response and clinical benefit, respectively. The median follow-up time was 31.0 months [95% confidence interval (CI), 16.9-44.9] and the median PFS time was 16.3 months (95% CI, 11.4-21.2), with 58% of patients remaining progression-free at 12 months. Upon multivariate regression analysis, liver involvement was the only significant independent variable that predicted a greater risk of progression or death (hazard ratio, 2.32; 95% CI, 1.22-4.40; P=0.010). The median OS time was 19.6 months (95% CI, 18.1-20.9), with 12- and 24-month OS rates of 75 and 30%, respectively. Overall, real-world data showed that administration of palbociclib in combination with ET in patients with advanced HR+ breast cancer achieved a favorable outcome that was comparable to that reported in clinical trials. Copyright: © Al-Foheidi et al.

Entities:  

Keywords:  breast cancer; cyclin-dependent kinase 4/6 inhibitor; estrogen receptor; human epidermal growth factor receptor 2; palbociclib; therapy

Year:  2022        PMID: 35747598      PMCID: PMC9204325          DOI: 10.3892/mco.2022.2552

Source DB:  PubMed          Journal:  Mol Clin Oncol        ISSN: 2049-9450


Introduction

Breast cancer is the most common cancer in women in numerous countries, including developing countries, and remains the foremost cause of cancer-associated mortality in women globally. In Saudi Arabia, the disease accounts for ~30% of cancer cases in women (1). Of all breast cancer subtypes, hormone-receptor-positive (HR+) breast cancer is the most common, affecting more than 1 million patients annually worldwide (2,3). For several decades, advances in adjuvant endocrine therapy (ET) have significantly improved patient survival. Nevertheless, this subtype remains associated with a considerable risk of recurrence that may occur even after a number of years (4). It has long been known that cyclin-dependent kinases 4 and 6 (CDK4/6) are crucial promoters of tumor growth in HR+ breast cancer (5-7). More recently, pivotal randomized trials showed that the addition of CDK4/6 inhibitors (palbociclib, ribociclib or abemaciclib) to either aromatase inhibitors in first-line therapy or fulvestrant in the second-line setting for HR+ and human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer improved progression-free survival (PFS) and overall survival (OS) times among premenopausal and postmenopausal women alike (8). It was also shown that CDK4/6 inhibitors demonstrated a favorable effect on quality of life (9,10). Real-world data in oncology are needed due to the inherent characteristics of clinical trials, which include, but are not limited to, selection bias due to barriers to accessing clinical trials, concerns about a specific group of patients, including patients with limited comorbidities, and the fact that the trials are generally conducted in facilities where investigators have the experience of that specific drug or product (11). Real-world evidence is thus important for assessing clinical trial results across different patient populations (12). Data about the efficacy of CDK4/6 inhibitors in patients with metastatic HR+/HER2- breast cancer in developing countries are lacking. This dearth of information prompted the current analysis of the local experience of two cancer centers in Saudi Arabia, examining the use of palbociclib combined with appropriate ET for women with HR+/HER2- breast cancer who progressed after at least one prior ET for advanced disease.

Patients and methods

Study setting

The present retrospective study was conducted on data from patients treated between March 2016 and February 2021. The electronic records of women with metastatic breast cancer were collected at two oncology centers, the Princess Noorah Oncology Center (PNOC) (Jeddah, Saudi Arabia) and the International Medical Center (IMC) (Jeddah, Saudi Arabia). Ethical approval was obtained from the Institutional Review Board Committee of King Abdullah International Medical Research Center (Jeddah, Saudi Arabia). The inclusion and exclusion criteria were as follows: i) Women with metastatic HR+ and ii) human HER2- breast cancer who had received iii) at least one cycle of palbociclib plus ET. Patients with HER-2+ tumors or triple-negative breast cancer were not eligible for inclusion in this study. Only patients who progressed after at least one prior line of ET for advanced disease were included regardless of menopausal status. Patients who had previously received other CDK4/6 inhibitors were excluded from the study. The following data were exhaustively collected: Patient age, menopausal status, date of initiation of palbociclib, date and disease stage at initial diagnosis, type of adjuvant therapy for early stage disease, date of disease recurrence for patients who initially presented with early stage disease, prior therapy for metastatic or recurrent disease, sites of metastases at the initiation of palbociclib, palbociclib dose reductions, disease response, date of disease progression and date of death or last follow-up. Additionally, data were retrieved on prior sensitivity to ET, which was defined as either a documented complete response, partial response or stable disease for >24 weeks from at least one previous ET regimen for metastatic disease or at least 24 months of adjuvant ET before documented disease recurrence (13). Oral palbociclib was administered at 125 mg daily for 21 consecutive days, followed by 7 days off for a 28-day cycle. Reduction in the daily dose of palbociclib due to adverse events was performed according to standard guidelines, first to 100 mg, then to 75 mg and then to 75 mg for 2 weeks on and 2 weeks off (14). The companion ET was either an aromatase inhibitor or a fulvestrant used according to the standard of care. The choice of a particular ET was made based on the previous adjuvant therapy administered or the preference of the physician or patient. For premenopausal women, adequate ovarian function suppression was mandated and obtained by either laparoscopic bilateral oophorectomy or using the luteinizing hormone-releasing hormone agonist goserelin.

Statistical analysis

Disease response was evaluated in patients with measurable disease according to Response Evaluation Criteria in Solid Tumors (RECIST), version 1.1(15). For patients with bone-only disease, the response was evaluated using computed tomography or magnetic resonance imaging. PFS time was defined as the interval between the date recorded at 1-month post-first administration of palbociclib and the date of progression or death from any cause, whichever came first. OS time was defined as the interval between the date recorded at 1-month post-first administration of palbociclib to the date of death from any cause or the date of the last follow-up. Survival functions were computed using the Kaplan-Meier method, and the difference in survival between groups was compared using the log-rank test. The univariate Cox's conditional logistic regression method was used to explore the independent associations of relevant clinicopathological variables and PFS. Only variables with P≤0.1 were included in the multivariate model, with variables with P>0.05 eliminated in a backward selection process. The final model only included variables with P≤0.05. The hazard ratio (HR) and its 95% confidence interval (CI) were reported. All tests were two-sided and P≤0.05 was used to indicate a statistically significant difference. Statistical analyses were performed with the SPSS statistical package (version 25.0; IBM Corp.).

Results

Demographic data

A total of 67 and 30 patients were identified from the PNOC and the IMC, respectively, and were included in the analysis. Table I depicts patient demographics and disease characteristics. Patients were predominantly middle-aged (median age, 55 years) and a number (n=37) had associated comorbidities. The included patients were heavily pretreated for metastatic disease (55% received systemic chemotherapy and 49% received two or more lines of prior ET). Overall, 66% of patients had two or more metastatic sites. Due to adverse events, 29 patients (30%) required a dose reduction of palbociclib. The patients who required a dose reduction experienced a range of adverse reactions, including fever, gastrointestinal disorders, renal/urinary disorders, metabolic disorder/imbalance, nervous system disorders, cardio-respiratory symptoms and anemia. There were 21 (22%) and 7 (7%) occurrences of dose reduction to 100 and 75 mg, respectively. There was no incidence of therapy discontinuation due to adverse events. As initial tumor stage has no value in the metastatic setting, except for the data regarding de novo vs. recurrent disease, disease-free interval, and the number and sites of metastatic disease, the patients with HER-2+ tumors or triple-negative breast cancer were not included in this study, neither was tumor stage data for the analysis of PFS (13,14,16,17).
Table I

Demographic and clinical characteristics of the patients with breast cancer in the present study.

CharacteristicValue
Total patients, n97
Age[a], years 
     Median (95% CI)55 (52-57)
     <50, n (%)25(26)
     ≥50, n (%)72(74)
Menopausal status[a], n (%) 
     Perimenopausal30(31)
     Postmenopausal67(69)
Comorbidity[a], n (%) 
     Hypertension14(14)
     Diabetes14(14)
     Cardiovascular disease9(9)
     Others64(66)
Stage at initial diagnosis, n (%) 
     Early/locally advanced53(55)
     Metastatic44(45)
Hormone receptor status, n (%) 
     ER-positive97(100)
     PR-positive84(87)
Adjuvant ET, n (%)53(55)
Disease-free interval for early disease[b], n (%) 
     <12 months32(33)
     12-24 months2(2)
     >24 months19(20)
Prior chemotherapy[a], n (%) 
     None9(9)
     Neo/adjuvant20(21)
     For metastatic disease53(55)
     Neo/adjuvant/metastatic15(15)
ET lines for metastatic disease[a], n (%) 
     One49(51)
     Two31(32)
     Three or more17(18)
Prior ET sensitivity[a], n (%) 
     Yes9(9)
     No77(79)
     Unknown11(11)
Metastatic sites[a], n (%) 
     Bone only26(27)
     Bone84(87)
     Lung/pleura42(43)
     Liver56(58)
     Brain18(19)
Number of metastatic sites[a], n (%) 
     One33(34)
     Two35(36)
     Three or more29(30)
Response to therapy[a], n (%) 
     Complete response4(4)
     Partial response25(26)
     Stable disease21(22)
     Progression36(37)
     Not assessable11(11)

aAt palbociclib initiation.

b(n=53). CI, confidence interval; ET, endocrine therapy; ER, estrogen receptor; PR, progesterone receptor.

Objective response rate (ORR)

Of the 86 patients who had measurable, assessable metastatic sites, 30% achieved an ORR (complete and partial response), while 52% attained a clinical benefit (ORR and stable disease) and 37% of patients had progression of the disease. Another 11% of the patients were not accessible for the assessment; those patients had no measurable disease, thus an accurate assessment of response was not possible (Table I). The measurability of the disease was set as per RECIST guidelines (15).

Survival analysis

The median follow-up time was 31.0 months (95% CI, 16.9-44.9). The median PFS time was 16.3 months (95% CI, 11.4-21.2) (Fig. 1), with 58% of patients remaining progression-free at 12 months. Univariate analysis of the independent effect of various relevant clinicopathological variables was performed evaluating the following variables: Age, menopausal status, recurrent vs. de novo metastatic disease, the disease-free status, bone-only disease and visceral involvement. Only liver involvement, presence of bone-only disease and involvement of one metastatic site vs. more than one site were chosen to be included in the multivariate model of analysis (Table II).
Figure 1

Kaplan-Meier survival curve for progression-free survival. CI, confidence interval.

Table II

Univariate and multivariate analysis of the independent effect of variables on progression-free survival.

VariablesUnivariate analysis, HR (95% CI)P-valueMultivariate analysis, HR (95% CI)P-value
No. of metastatic sites    
     More than one site1.00 (reference)0.0470.59 (0.19-1.84)0.396
     One site only0.49 (0.24-0.99)   
Bone only site    
     No1.00 (reference)0.0760.79 (0.17-3.05)0.843
     Yes0.49 (0.22-1.09)   
Liver involvement    
     No1.00 (reference)0.0102.32 (1.22-4.40)0.010
     Yes2.32 (1.22-4.40)   
Age, years10.002 (0.98-1.03)0.902  
Menopausal status    
     Postmenopausal1.00 (reference)0.899  
     Premenopausal1.05 (0.55-2.00)   
Disease status    
     Recurrence1.00 (reference)0.666  
     De novo1.14 (0.64-2.04)   
Bone-only disease    
     Yes1.00 (reference)0.080  
     No0.49 (0.22-1.09)   
Visceral involvement    
     No1.00 (reference)0.098  
     Yes1.73 (0.90-3.29)   

HR, hazard ratio; CI, confidence interval.

The multivariate analysis identified liver involvement as the only significant independent variable that predicted a more than two-fold increase in the risk of progression or death (HR, 2.32; 95% CI, 1.22-4.40; P=0.010). At the time of collecting data at the end of February 2021, 63 patients (65%) had died due to disease progression, with no mortality attributed to therapy. The remaining 34 patients (35%) were still alive with or without evidence of disease. The median OS time was 19.6 months (95% CI, 18.1-20.9), with 12- and 24-month OS rates of 75 and 30%, respectively (Fig. 2). At the time of writing this manuscript in July 2021, all the remaining patients had died.
Figure 2

Kaplan-Meier survival curve for overall survival. CI, confidence interval.

Discussion

The treatment of HR+ advanced/metastatic breast cancer is challenged by the development of endocrine resistance over the disease course. The approval of the use of CDK4/6 inhibitors for this subtype represents a major therapeutic advance in this setting. Palbociclib combined with ET, aromatase inhibitors or fulvestrant is an important therapeutic option for patients with metastatic breast cancer (13,14,16). The present study involved a population of patients with disease progression following prior ET for advanced disease. Data was extracted from the medical records of patients treated with palbociclib and ET. A total of 66% of patients had two or more metastatic sites, with liver involvement in 58% of patients. Patients in this series were heavily pretreated for metastatic disease (55% received systemic chemotherapy and 49% received two or more lines of prior ET). All patients (100%) started treatment of palbociclib at 125 mg/day, and the majority (71.8%) remained on this dose. Overall, dose adjustments were required in only 30%. The dose adjustment was similar to that reported in the PALOMA-3 trial (31.6%), where patients with prior exposure to ET in the metastatic setting were treated with palbociclib and fulvestrant (14). In the current series, an ORR of 30% and a clinical benefit of 52% were demonstrated. These results compared favorably with the outcome reported in the PALOMA-3 study, where the rates were 10.4 and 34%, respectively (14). The reason for the poorer OS results despite the favorable PFS and ORR rates is not clear. However, the present patient population was heavily pretreated, 66% of patients had two or more metastatic sites, and 58 and 19% had liver and brain involvement, respectively. In the PALOMA-3 trial (14), patients with uncontrolled brain metastases were excluded from the study. Furthermore, for the present study, the initial tumor stage of the patients had no value in the metastatic setting, as all pivotal studies involving CDK4/6 inhibitors had also not included or reported on the initial tumor stage (13,14,16,17). In the present study, the patients exhibited a median PFS time of 16.3 months (95% CI, 11.4-21.2), with 58% of patients remaining progression-free at 12 months. The current median PFS time also compares favorably with the median PFS time of 9.5 months reported in the final analysis of the PALOMA-3 study (17). The poor outcome associated with liver involvement (in 58% of patients) was also shown in a Japanese series that examined the efficacy of palbociclib in a similar setting (18). This observation is relevant considering the rare association between palbociclib use and fatal liver failure (19). However, while a palbociclib trial reported a few liver-related adverse events (20), palbociclib-related fatal liver toxicity has not been previously reported. Liver injury is not unique to palbociclib, as it has also been shown in association with other CDK4/6 inhibitors such as abemaciclib (21) and ribociclib (22). The reported median OS time was 19.6 months (95% CI, 18.1-20.9) in the present study, which was much shorter than the 34.9 months recently reported in the PALOMA-3 trial (13). The reason for the poorer OS time despite the favorable PFS and ORR is not clear. However, again, the heavy pre-treatment, large number of metastatic sites, and high percentage of liver and brain involvement may have been a factor. In the PALOMA-3 studies, patients with uncontrolled brain metastases were excluded from the study. Data reported from the current population demonstrate several strengths. First, a number of the included patients had multiple comorbidities, including diabetes mellitus, hypertension, and coronary vascular disease, representing a real-world patient population that may not necessarily be included in clinical trials. In a recently reported systematic review, He et al (23) showed that four out of five trials excluded at least half of the patients. In the breast cancer trials, 56% of patients were excluded for associated clinical comorbidity conditions. Second, to the best of our knowledge, the present series represents the only available experience in the region that examined the efficacy of palbociclib combined with ET for advanced breast cancer. Several limitations exist in the current study, which may affect the results. First of all, due to the retrospective nature of the study, certain relevant information, such as patient performance status and tumor grade, was missing, and accurate data on performance status were not available. Furthermore, neither the exact frequency of adverse event rates nor the impact of the combined regimens on quality of life could be ascertained. In conclusion, despite the retrospective nature of the current analysis and the inherent limitations, the presented data illustrate a favorable real-world experience of using palbociclib combined with appropriate ET in the management of metastatic HR+/HER2- breast cancer after failure of prior ET and systemic chemotherapy.
  22 in total

1.  Palbociclib in Hormone-Receptor-Positive Advanced Breast Cancer.

Authors:  Nicholas C Turner; Jungsil Ro; Fabrice André; Sherene Loi; Sunil Verma; Hiroji Iwata; Nadia Harbeck; Sibylle Loibl; Cynthia Huang Bartlett; Ke Zhang; Carla Giorgetti; Sophia Randolph; Maria Koehler; Massimo Cristofanilli
Journal:  N Engl J Med       Date:  2015-06-01       Impact factor: 91.245

2.  20-Year Risks of Breast-Cancer Recurrence after Stopping Endocrine Therapy at 5 Years.

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Journal:  N Engl J Med       Date:  2017-11-09       Impact factor: 91.245

3.  New response evaluation criteria in solid tumours: revised RECIST guideline (version 1.1).

Authors:  E A Eisenhauer; P Therasse; J Bogaerts; L H Schwartz; D Sargent; R Ford; J Dancey; S Arbuck; S Gwyther; M Mooney; L Rubinstein; L Shankar; L Dodd; R Kaplan; D Lacombe; J Verweij
Journal:  Eur J Cancer       Date:  2009-01       Impact factor: 9.162

4.  Palbociclib and Letrozole in Advanced Breast Cancer.

Authors:  Richard S Finn; Miguel Martin; Hope S Rugo; Stephen Jones; Seock-Ah Im; Karen Gelmon; Nadia Harbeck; Oleg N Lipatov; Janice M Walshe; Stacy Moulder; Eric Gauthier; Dongrui R Lu; Sophia Randolph; Véronique Diéras; Dennis J Slamon
Journal:  N Engl J Med       Date:  2016-11-17       Impact factor: 91.245

5.  MONARCH 3: Abemaciclib As Initial Therapy for Advanced Breast Cancer.

Authors:  Matthew P Goetz; Masakazu Toi; Mario Campone; Joohyuk Sohn; Shani Paluch-Shimon; Jens Huober; In Hae Park; Olivier Trédan; Shin-Cheh Chen; Luis Manso; Orit C Freedman; Georgina Garnica Jaliffe; Tammy Forrester; Martin Frenzel; Susana Barriga; Ian C Smith; Nawel Bourayou; Angelo Di Leo
Journal:  J Clin Oncol       Date:  2017-10-02       Impact factor: 44.544

6.  Impact of palbociclib plus letrozole on patient-reported health-related quality of life: results from the PALOMA-2 trial.

Authors:  H S Rugo; V Diéras; K A Gelmon; R S Finn; D J Slamon; M Martin; P Neven; Y Shparyk; A Mori; D R Lu; H Bhattacharyya; C H U A N G Bartlett; S Iyer; S Johnston; J Ettl; N Harbeck
Journal:  Ann Oncol       Date:  2018-04-01       Impact factor: 32.976

7.  Health-related quality of life of postmenopausal women with hormone receptor-positive, human epidermal growth factor receptor 2-negative advanced breast cancer treated with ribociclib + letrozole: results from MONALEESA-2.

Authors:  Sunil Verma; Joyce O'Shaughnessy; Howard A Burris; Mario Campone; Emilio Alba; David Chandiwana; Anand A Dalal; Santosh Sutradhar; Mauricio Monaco; Wolfgang Janni
Journal:  Breast Cancer Res Treat       Date:  2018-04-13       Impact factor: 4.872

8.  Trends in the incidence and mortality of cancer in Saudi Arabia.

Authors:  Mohammad A Althubiti; Mohamed M Nour Eldein
Journal:  Saudi Med J       Date:  2018-12       Impact factor: 1.484

9.  Exclusion rates in randomized controlled trials of treatments for physical conditions: a systematic review.

Authors:  Jinzhang He; Daniel R Morales; Bruce Guthrie
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10.  Global, Regional, and National Cancer Incidence, Mortality, Years of Life Lost, Years Lived With Disability, and Disability-Adjusted Life-Years for 29 Cancer Groups, 1990 to 2016: A Systematic Analysis for the Global Burden of Disease Study.

Authors:  Christina Fitzmaurice; Tomi F Akinyemiju; Faris Hasan Al Lami; Tahiya Alam; Reza Alizadeh-Navaei; Christine Allen; Ubai Alsharif; Nelson Alvis-Guzman; Erfan Amini; Benjamin O Anderson; Olatunde Aremu; Al Artaman; Solomon Weldegebreal Asgedom; Reza Assadi; Tesfay Mehari Atey; Leticia Avila-Burgos; Ashish Awasthi; Huda Omer Ba Saleem; Aleksandra Barac; James R Bennett; Isabela M Bensenor; Nickhill Bhakta; Hermann Brenner; Lucero Cahuana-Hurtado; Carlos A Castañeda-Orjuela; Ferrán Catalá-López; Jee-Young Jasmine Choi; Devasahayam Jesudas Christopher; Sheng-Chia Chung; Maria Paula Curado; Lalit Dandona; Rakhi Dandona; José das Neves; Subhojit Dey; Samath D Dharmaratne; David Teye Doku; Tim R Driscoll; Manisha Dubey; Hedyeh Ebrahimi; Dumessa Edessa; Ziad El-Khatib; Aman Yesuf Endries; Florian Fischer; Lisa M Force; Kyle J Foreman; Solomon Weldemariam Gebrehiwot; Sameer Vali Gopalani; Giuseppe Grosso; Rahul Gupta; Bishal Gyawali; Randah Ribhi Hamadeh; Samer Hamidi; James Harvey; Hamid Yimam Hassen; Roderick J Hay; Simon I Hay; Behzad Heibati; Molla Kahssay Hiluf; Nobuyuki Horita; H Dean Hosgood; Olayinka S Ilesanmi; Kaire Innos; Farhad Islami; Mihajlo B Jakovljevic; Sarah Charlotte Johnson; Jost B Jonas; Amir Kasaeian; Tesfaye Dessale Kassa; Yousef Saleh Khader; Ejaz Ahmad Khan; Gulfaraz Khan; Young-Ho Khang; Mohammad Hossein Khosravi; Jagdish Khubchandani; Jacek A Kopec; G Anil Kumar; Michael Kutz; Deepesh Pravinkumar Lad; Alessandra Lafranconi; Qing Lan; Yirga Legesse; James Leigh; Shai Linn; Raimundas Lunevicius; Azeem Majeed; Reza Malekzadeh; Deborah Carvalho Malta; Lorenzo G Mantovani; Brian J McMahon; Toni Meier; Yohannes Adama Melaku; Mulugeta Melku; Peter Memiah; Walter Mendoza; Tuomo J Meretoja; Haftay Berhane Mezgebe; Ted R Miller; Shafiu Mohammed; Ali H Mokdad; Mahmood Moosazadeh; Paula Moraga; Seyyed Meysam Mousavi; Vinay Nangia; Cuong Tat Nguyen; Vuong Minh Nong; Felix Akpojene Ogbo; Andrew Toyin Olagunju; Mahesh Pa; Eun-Kee Park; Tejas Patel; David M Pereira; Farhad Pishgar; Maarten J Postma; Farshad Pourmalek; Mostafa Qorbani; Anwar Rafay; Salman Rawaf; David Laith Rawaf; Gholamreza Roshandel; Saeid Safiri; Hamideh Salimzadeh; Juan Ramon Sanabria; Milena M Santric Milicevic; Benn Sartorius; Maheswar Satpathy; Sadaf G Sepanlou; Katya Anne Shackelford; Masood Ali Shaikh; Mahdi Sharif-Alhoseini; Jun She; Min-Jeong Shin; Ivy Shiue; Mark G Shrime; Abiy Hiruye Sinke; Mekonnen Sisay; Amber Sligar; Muawiyyah Babale Sufiyan; Bryan L Sykes; Rafael Tabarés-Seisdedos; Gizachew Assefa Tessema; Roman Topor-Madry; Tung Thanh Tran; Bach Xuan Tran; Kingsley Nnanna Ukwaja; Vasiliy Victorovich Vlassov; Stein Emil Vollset; Elisabete Weiderpass; Hywel C Williams; Nigus Bililign Yimer; Naohiro Yonemoto; Mustafa Z Younis; Christopher J L Murray; Mohsen Naghavi
Journal:  JAMA Oncol       Date:  2018-11-01       Impact factor: 31.777

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