Skip to main content
. 2018 Aug 20;11:4913–4944. doi: 10.2147/OTT.S167422

Table 1.

Characteristics of studies included for meta-analysis

Reference Study Country Duration Sample size Median age (years) Study design Cancer type Stage Surgery Beta-blocker type No. of patients
Exposure category Follow-up time (months) Treatment HR 95% CI Survival outcome Multivariable analysis Adjusted for Study quality (NOS score)
Exposure Control
8 Grytli et al (2013) Norway 2004–2009 655 72 PB cohort Prostate cancer I/II 60.1%, III/IV 39.9% NR Mixed: beta selective (80.2%); non-selective (19.8%) 80 575 Pre-diagnostic beta-blocker use 122 ADT or not 0.88 0.56–1.38 OS Yes Age at diagnosis, metastasis at diagnosis, and level of education 8
0.79 0.68–0.91 CSS
9 Grytli et al (2014) Norway 2000–2011 3,561 76.3 HB cohort Prostate cancer ≤T2A 14.9%; T2b–T2c 18.5%; ≥T3a 66.6% NR Mixed: beta 1 selective (77.9%); non-selective (3.0%); alpha and beta mixed (4.5%) 1,115 2,446 Pre-diagnostic beta-blocker use 39 RT or radical prostatectomy 0.96 0.87–1.05 OS Yes Age, prostate-specific antigen level, Gleason score, clinical T stage, presence and type of metastases, performance status, and androgen deprivation, therapy initiated within 6 months after diagnosis 7
0.97 0.72–1.31 CSS
10 Al-Niaimi et al (2016) USA 2000–2010 185 66.2 63.8 HB cohort Ovarian cancer I/II 26%, III/IV 74% Yes NR 70 115 Post-diagnostic beta-blocker use (time-dependent) 91 CT 0.68 0.46–0.99 OS Yes Age, stage, grade, cytoreduction status, BMI, and presence or absence of diabetes 7
11 Aydiner et al (2013) Turkey 2003–2011 107 61 (42–81) HB case–control Non-small-cell lung cancer NR Mixed Mixed 35 72 Post-diagnostic beta-blocker use (time-fixed) 17.8 (1–102) CT 0.69 0.36–1.34 OS Yes Age, sex, performance status, histologic subtype, smoking status, presence of comorbidities (COPD, IHD, HT, and DM) 7
12 Barron et al (2011) Ireland/USA 2001–2006 4,808 69.1 71 PB cohort Breast cancer I/II 75.6%, III/IV 24.4% NR Beta non-selective 70 4,738 Pre-diagnostic beta-blocker use 42 43.2
32.4 36
CT or not 0.19 0.06–0.60 OS Yes Age, stage, grade, and comorbidity 7
12 Barron et al (2011) Ireland/USA 2001–2006 5,263 69.1 71 PB cohort Breast cancer I/II 75.6%, III/IV 24.4% NR Beta selective 525 4,738 Pre-diagnostic beta-blocker use 42 43.2
32.4 36
CT or not 1.08 0.84–1.40 OS Yes Age, stage, grade, and comorbidity 7
12 Barron et al (2011) Ireland/USA 2001–2006 5,801 69.1 71 PB cohort Breast cancer I/II 75.6%, III/IV 24.4% NR Mixed: beta selective (88%); non-selective (12%) 595 4,738 Pre-diagnostic beta-blocker use 42 43.2
32.4 36
CT or not 1.08 0.84–1.39 CSS Yes Age, stage, grade, and comorbidity 7
13 Beg et al (2017) USA 2006–2009 13,702 76 PB cohort Pancreatic adenocarcinoma I/II 38.1%, III/IV 61.9% Mixed 69.3% NR 5,209 8,493 NR NR NR 0.9 0.85–0.95 OS Yes Age, sex, race, stage at diagnosis, site of cancer, and Charlson comorbidity index 8
14 Bir et al (2015) USA 2001–2013 225 57.34± 10.98 HB cohort Metastatic brain tumors NR Yes Beta 1 selective 40 185 NR 10.57 GKRS 1.08 0.65–1.79 OS Yes MBT kind, metastasis, tumor recurrence, tumor response, GKRS, prognostic factor 7
15 De Giorgi et al (2013) Italy 1993–2009 741 64 53 HB cohort Thick melanoma NR Mixed Mixed: beta 1 selective (73%); non-selective (27%) 79 662 Post-diagnostic beta-blocker use (time-dependent) 50.4 NR 0.03 0.01–0.17 DFS Yes Age, Breslow thickness, and ulceration 7
0.04 0.00–0.38 OS
16 Diaz et al (2012) USA 1996–2006 248 67 HB cohort Ovarian cancer III/IV 100% Yes Mixed: beta 1 selective (75%); non-selective (13%); mixed alpha and beta adrenergic antagonist (13%) 23 225 NR NR CT 0.56 0.43–1.26 OS Yes Age, stage, grade, and cytoreduction status 6
17 Ganz et al (2011) USA 1997–2002 1,779 NR PB cohort Breast cancer I/II 96.9%, III/IV 3.1% NR Mixed: beta selective (86%); non-selective (14%) 204 1,372 NR 98.4 CT, RT, both or none 1.04 0.72–1.51 OS Yes Age at diagnosis, race, stage of disease, pre-diagnosis BMI, adjuvant treatment, hormone receptor status, tamoxifen use, and self-reported hypertension and diabetes 8
0.86 0.57–1.32 RFS
0.76 0.44–1.33 CSS
18 Giampieri et al (2015) Italy 2010–2013 235 NR HB cohort Colorectal cancer NR NR NR 29 206 Pre-diagnostic beta-blocker use NR CT or with bevacizumab 1.51 0.88–2.31 OS Yes Age, sex, and site of metastases, previous adjuvant chemotherapy, and ECOG performance status 7
1.19 0.81–1.72 PFS
19 Hwa et al (2017) USA 1995–2010 1,971 64 HB cohort Myeloma I/II 75%, III/IV 25% Mixed Mixed 549 1,733 Post-diagnostic beta-blocker use (time-fixed) 74.3 CT 0.67 0.55–0.81 OS Yes Demographics, disease characteristics, diagnosis year, and various chemotherapies 7
0.53 0.42–0.67 CSS
20 Jansen et al (2014) Germany 2003–2007 1,975 68 PB cohort Colorectal cancer I/II 55% III/IV 45% Mixed 97.3% Mixed: beta selective (86%); non-selective (14%) 509 1,311 Pre-diagnostic beta-blocker use 60 CT or RT 0.99 0.79–1.22 OS Yes Age at diagnosis, sex, Union for International Cancer Control (UICC) stage (I–IV), surgery, chemotherapy, radiotherapy, body mass index, hypertension, CVD (including heart failure, myocardial infarction, stroke, and cardiac circulatory disorder), diabetes, regular use of nonsteroidal anti-inflammatory drugs (NSAIDs) including aspirin, regular use of statins, use of hormone replacement therapy (HRT), lifetime pack-years of active smoking, physical activity (quartiles of lifetime metabolic equivalents [METs] in hours per week), and participation in health check-up 8
0.93 0.71–1.21 CSS
21 Kim et al (2017) Korea 2001–2012 1,274 61 (20–87) HB cohort Head and neck squamous cell carcinoma (HNSCC) I/II 41.4% III/IV 58.6% Mixed 69.2% Mixed: beta 1 selective (84%); non-selective (16%) 114 1,160 Post-diagnostic beta-blocker use (time-fixed) 98 Primary curative surgery, RT, CRT with or without IC, or a combination of these treatments 1.33 0.93–1.91 DFS Yes Age, sex, BMI, CCI, smoking, alcohol, tumor site, tumor classification T3–4, nodal classification N1–3, overall TNM stage III–IV, primary treatment, second primary cancer, hypertension 6
1.49 0.99–2.22 CSS
1.54 1.17–2.05 OS
22 Lemeshow et al (2011) Denmark Since 1943 4,179 66 PB cohort Melanoma I/II 63.8%, III/IV 36.2% Mixed Mixed 372 3,807 Pre-diagnostic beta-blocker use 58.8 NR 0.81 0.67–0.97 OS Yes Age and comorbidity index score 7
0.87 0.64–1.2 CSS
23 Melhem-Bertrandt et al (2011) USA 1995–2007 1,413 57 49 HB cohort Breast cancer I/II 55.6%, III/IV 44.4% Yes Mixed: beta selective (89%); non-selective (11%) 102 1,311 Post-diagnostic beta-blocker use (time-fixed) 58.8 Anthracylines and taxane-based neoadjuvant CT 0.3 0.10–0.87 RFS Yes Age, race, stage, grade, receptor status, lymphovascular invasion, body mass index, diabetes, hypertension, and angiotensin-converting enzyme inhibitor use 7
0.76 0.44–1.33 CSS
0.35 0.12–1.00 OS
24 Springate et al (2015) NR 1997–2006 11,302 NR HB cohort Mixed cancer NR NR Mixed 4,030 7,272 Pre-diagnostic beta-blocker use 29 30 NR 1.03 0.93–1.14 OS No No 7
24 Springate et al (2015) NR 1997–2006 6,274 NR HB cohort Mixed cancer NR NR Mixed 1,406 4,868 Pre-diagnostic beta-blocker use 29 30 NR 1.18 1.04–1.33 OS No No 7
25 Udumyan et al (2017) Swedish 2006–2009 2,394 70.9 67.1 PB cohort Pancreatic adenocarcinoma I/II 21%, III/IV 79% NR Mixed: beta 1 selective (89%); non-selective (11%) 522 1,872 Pre-diagnostic beta-blocker use 5 NR 0.79 0.70–0.90 OS Yes Sociodemographic factors, tumor characteristics, comorbidity score, and other medications 8
0.77 0.69–0.87 CSS
26 Wang et al (2013) USA 1998–2010 722 65 (34–95) HB cohort Non-small-cell lung cancer I/II 6.2%, III 93.8% Mixed Mixed: beta selective (86%); non-selective (14%) 155 567 Post-diagnostic beta-blocker use (time-fixed) 44 (1–155) Definitive RT 0.91 0.64–1.31 PFS Yes Age, Karnofsky performance score, clinical stage, tumor histology, use of concurrent chemotherapy, radiation dose, GTV, hypertension, chronic obstructive pulmonary disease, and aspirin consumption 7
0.67 0.50–0.91 DMFS
0.74 0.58–0.95 DFS
0.78 0.63–0.97 OS
27 Watkins et al (2015) USA 2000–2010 1,425 61.6 68 HB cohort Ovarian cancer I/II 10%, III/IV 90% Yes Mixed: beta selective (72.1%); non-selective (27.9%) 269 1,156 Post-diagnostic beta-blocker use (time-fixed) NR CT 0.26 0.19–0.37 OS No No 6
0.24 0.17–0.34 CSS
28 Yusuf et al (2012) USA 2000–2006 456 67 HB cohort Mixed cancer NR NR NR 211 245 NR 1.2 Chest RT or CT 0.64 0.51–0.81 OS Yes Age, cancer status, cancer type, previous chemotherapy, chest radiotherapy, hyperlipidemia 6
29 Botteri et al (2013) Italy 1997–2006 800 62 59 HB cohort Breast cancer I/II 86%, III/IV 14% Yes Mixed: beta 1 selective (84.1%); non-selective (4%); alpha and beta mixed (11.9%) 74 726 Pre-diagnostic beta-blocker use 72 67.2 Adjuvant CT and RT 0.42 0.18–0.97 CSS Yes Age, tumor stage, and treatment, peritumoral vascular invasion and use of other antihypertensive drugs, antithrombotics, and statins 7
30 Spera et al (2017) Canada NR 1,144 60 53 HB cohort Breast cancer NR Yes Mixed 153 991 Pre/post-diagnostic beta-blocker use (time-dependent) 25.1 CT 0.81 0.66–0.99 PFS Yes Treatment arm (RAM vs PBO), HHRR status, geographic region, THE 7
1.05 0.85–1.29 OS
31 Johannesdottir et al (2013) Denmark 1999–2010 6,253 65 HB cohort Ovarian cancer NR Mixed NR 87 6,166 Pre-diagnostic beta-blocker use 30.6 HRT 1.18 0.90–1.55 OS Yes Age, comorbidity level, prior use of diuretics, year of diagnosis, aspirin, and statins 7
31 Johannesdottir et al (2013) Denmark 1999–2010 6,539 65 HB cohort Ovarian cancer NR Mixed NR 373 6,166 Pre-diagnostic beta-blocker use 30.6 HRT 1.17 1.02–1.34 OS Yes Age, comorbidity level, prior use of diuretics, year of diagnosis, aspirin, and statins 7
32 Assayag et al (2014) Canada/UK 1998–2012 6,270 72.3 PB cohort Prostate cancer NR Yes Mixed: beta selective (59.4%); non-selective (40.6%) 673 1,088 Post-diagnostic beta-blocker use (time-dependent) 45.6 Prostatectomy, RT, ADT, and CT 0.97 0.8–1.16 OS No No 7
0.97 0.72–1.31 CSS
33 Cata et al (2014) USA NR 391 NR HB cohort Non-small-cell lung cancer I/II 75.2%, III 24.8% Yes Beta 1 selective 149 242 NR NR NR 1.304 0.973–1.747 RFS Yes Age, stage of disease, BMI, ASA physical status, smoking status, CAD, postoperative radiation treatment, type of surgery, and perioperative blood transfusions 7
1.335 0.966–1.846 OS
33 Cata et al (2014) USA NR 286 NR HB cohort Non-small-cell lung cancer I/II 75.2%, III 24.8% Yes Beta non-selective 44 242 NR NR NR 0.989 0.639–1.532 RFS Yes Age, stage of disease, BMI, ASA physical status, smoking status, CAD, postoperative radiation treatment, type of surgery, and perioperative blood transfusions 7
34 Heitz et al (2013) Germany/Canada NR 381 60 HB cohort Ovarian cancer I/II 6.5%, III/IV 93.5% Yes Mixed: beta selective (84%); non-selective (16%) 1.108 0.678–1.812 OS
38 343 Post-diagnostic beta-blocker use (time-fixed) 17 CT 0.92 0.65–1.31 PFS Yes Age, stage, grade, and cytoreduction status 7
35 Heitz et al (2017) Germany 1999–2014 801 58 (19–90) HB cohort Ovarian cancer I/II 43.3%, III/IV 56.7% Yes Beta 1 selective 0.74 0.49–1.11 OS
141 660 NR 40 CT 0.94 0.69–1.29 OS Yes Age, ECOG, ASA, Charlton comorbidity score (metric), tumor residuals, histology, body mass index, and FIGO stage 7
36 Holmes et al (2013) Canada 2004–2008 2,433 68.3 PB cohort Breast cancer NR NR Mixed 0.95 0.72–1.27 PFS
36 Holmes et al (2013) Canada 2004–2008 2,016 68.3 PB cohort Colorectal cancer NR NR Mixed 123 2,310 Pre-diagnostic beta-blocker use NR NR 1.1 0.92–1.32 OS No No 6
36 Holmes et al (2013) Canada 2004–2008 2,125 68.3 PB cohort Lung cancer NR NR Mixed 152 1,864 Pre-diagnostic beta-blocker use NR NR 1.05 0.93–1.18 OS No No 6
36 Holmes et al (2013) Canada 2004–2008 1,868 68.3 PB cohort Prostate cancer NR NR Mixed 196 1,929 Pre-diagnostic beta-blocker use NR NR 1.01 0.93–1.11 OS No No 6
37 Jansen et al (2017) The Netherlands 1998–2011 2,530 73 68 PB cohort Colorectal cancer I/II 55.7%, III/IV 44.3% Mixed 89.8% Mixed: beta selective (55%); non-selective (45%) 163 1,705 Pre-diagnostic beta-blocker use NR NR 1.18 0.99–1.40 OS No No 6
37 Jansen (2017) The Netherlands 1998–2011 1,374 73 68 PB cohort Colorectal cance I/II 55.7%, III/IV 44.3% Mixed 89.8% Mixed: beta selective (66%); non-selective (34%) 1456 1,074 Pre-diagnostic beta-blocker use 79.2 NR 1.07 0.96–1.19 OS Yes Age at diagnosis, sex, year of diagnosis, socioeconomic status based on the place of residence, Union for International Cancer Control (UICC) stage (I, II, III, IV), cancer site (colon, rectum/rectosigmoid), surgery, chemotherapy, radiotherapy, cancer, cardiovascular disease, cerebrovascular disease, diabetes, hypertension, time-dependent use of NSAIDs, statins and diabetes medication after diagnosis and number of distinct ATC classes prescribed during 4 months prior to diagnosis (0, 1–3, 4–5, 6+ distinct ATC classes [first letter of the ATC] dispensed during 4 months prior to diagnosis) 7
38 Livingstone et al (2013) Germany/The Netherlands 709 67 59 PB cohort Melanoma NR Mixed Mixed: beta 1 selective (84%); non-selective (16%) 919 455 Post-diagnostic beta blocker use (time-dependent) 79.2 NR 1.1 0.98–1.23 OS Yes Age at diagnosis, sex, year of diagnosis, socio-economic status based on the place of residence, Union Internationale Contre le Cancer (UICC) stage (I, II, III, IV), cancer site (colon, rectum/rectosigmoid), surgery, chemotherapy, radiotherapy, previous cancer, cardiovascular disease, cerebrovascular disease, diabetes, hypertension, time- dependent use of NSAIDs, statins and diabetes medication after diagnosis and number of distinct ATC classes prescribed during four months prior to diagnosis (0, 1–3, 4–5, 6+ distinct ATC classes [first letter of the ATC] dispensed during four months prior to diagnosis) 7
120 589 Post-diagnostic beta-blocker use (time-dependent) 39 NR 0.82 0.55–1.24 OS No No 6
39 Musselman et al (2014) Canada 2002–2010 66,889 NR PB cohort Breast cancer NR Yes NR 4,372 7,013 NR 57.6 6 30.5, 43.1 6 28.7, and 53.4 6 31.0 NR 0.99 0.87–1.13 OS No No 6
39 Musselman et al (2014) Canada 2002–2010 66,890 NR PB cohort Lung cancer NR Yes NR 1,901 2,314 NR 57.6 6 30.5, 43.1 6 28.7, and 53.4 6 31.0 NR 1.06 0.91–1.24 OS No No 6
39 Musselman et al (2014) Canada 2002–2010 66,891 NR PB cohort Colorectal cancer NR Yes NR 22,170 30,118 NR 57.6 6 30.5, 43.1 6 28.7, and 53.4 6 31.0 NR 1.06 0.99–1.02 OS No No 6
40 Parker et al (2017) USA 2000–2010 913 65 67 HB cohort Renal cell carcinoma I/II 51.6%, III/IV 48.4% Yes Mixed: beta 1 selective (90%); non-selective (4%); alpha and beta mixed (6%) 104 809 Pre-diagnostic beta-blocker use 98.4 NR 0.83 0.59–1.16 OS Yes Age at surgery, sex, onstitutional symptoms, smoking history, eGFR category, ECOG performance status, Charlson score, type of surgery, tumor size, 2010 pT classification, grade, coagulative tumor necrosis 7
0.78 0.43–1.41 CSS
41 Sakellakis et al (2014) Greece 1983–2013 610 63 55 HB cohort Breast cancer I/II 73.6%, III/IV 26.4% Yes Mixed 47 430 Post-diagnostic beta-blocker use (time-dependent) 24 48 CT 0.849 0.537–1.343 DFS No No 6
42 Shah et al (2011) UK 1997–2009 3,462 HR PB cohort Mixed cancer NR NR Mixed: beta selective (83%); non-selective (17%) 1,406 2,056 Pre-diagnostic beta-blocker use NR NR 1.18 1.04–1.33 OS No No 6
43 Weberpals et al (2017) Holland 1998–2011 2,221 70.4 PB cohort Lung cancer I/II 24.1%, III/IV 75.9% Mixed 17.4% Mixed: beta selective (88%); non-selective (12%) 1,107 1,114 Pre-diagnostic beta-blocker use 78 NR 1 0.92–1.08 OS Yes Comorbidities, time-varying treatment, and distinct numbers of medications used 7
43 Weberpals et al (2017) Holland 1998–2011 2,221 70.4 PB cohort Lung cancer I/II 24.1%, III/IV 75.10% Mixed 17.5% Mixed: beta selective (88%); non-selective (13%) 1,224 997 Post-diagnostic beta-blocker use (time-dependent) 78 NR 1.03 0.94–1.11 OS Yes Comorbidities, time-varying treatment, and distinct numbers of medications used 7

Abbreviations: NR, not reported; PB, population-based; HB, hospital-based; RT, radiation therapy; CT, chemotherapy; ADT, androgen deprivation therapy; CRT, concurrent chemoradiotherapy; IC, induction chemotherapy; GKRS, gamma knife radiosurgery; HRT, hormone replacement therapy; OS, overall survival; CSS, cancer-specific survival; DFS, disease-free survival; PFS, progression-free survival; RFS, recurrence-free survival; NOS, Newcastle–Ottawa Quality Assessment Scale; BMI, body mass index; IHD, ischemic heart disease; HT, hypertension; MBT, Metastatic brain tumors; ECOG, electrocorticogram; CVD, cardiovascular disease; GTN,GTV, gross tumor volume; RAM, Ramucirumab; PBO, Placebo; HHRR, hormonal receptor; THE, treatment emergent hypertension; ASA, American Standards Association; CAD, coronary artery disease; DM, diabetes mellitus; FIGO, International Federation of Gynecology and Obstetrics; eGFR, epidermal growth factor receptor; ATC, Anatomical Therapeutic Chemical; CCI, Charlson comorbidity index; DMFS, distant metastasis-free survivall; pT, primary tumour.