Association of post-diagnostic use of cholera vaccine with survival outcome in breast cancer patients

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ABSTRACT BACKGROUND Expensive cancer treatment calls for alternative ways such as drug repurposing to develop effective drugs. The aim of this study was to analyse the effect of


post-diagnostic use of cholera vaccine on survival outcome in breast cancer patients. METHODS Cancer diagnosis and cholera vaccination were obtained by linkage of several Swedish national


registries. One vaccinated patient was matched with maximum two unvaccinated individuals based on demographic, clinical and socioeconomic factors. We performed proportional Cox regression


model to analyse the differences in overall and disease-specific survivals between the matched patients. RESULTS In total, 617 patients received cholera vaccine after breast cancer


diagnosis. The median (interquartile range) time from diagnosis to vaccination was 30 (15–51) months and from vaccination to the end of follow-up it was 62 (47–85) months. Among them, 603


patients were matched with 1194 unvaccinated patients. Vaccinated patients showed favourable overall survival (hazard ratio (HR): 0.54, 95% confidence interval (CI): 0.37–0.79) and


disease-specific survival (HR: 0.53, 95% CI: 0.33–0.84), compared to their unvaccinated counterpart. The results were still significant in multiple sensitivity analyses. CONCLUSIONS


Post-diagnostic use of cholera vaccine is associated with a favourable survival rate in breast cancer patients; this provides evidence for repurposing it against breast cancer. SIMILAR


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DURING THE COVID-19 PANDEMIC: THE UK CONSENSUS POSITION Article Open access 08 July 2020 BACKGROUND Breast cancer is the most common cancer found among women worldwide. Although the survival


of breast cancer is increasing with the advancement of treatment, it is still the leading cause of death due to cancer among women.1 The development of targeted therapy on breast cancer is


both time-consuming and expensive. It is estimated that a typical drug development usually takes 15–18 years and costs approximately 2–3 billion dollars.2 In a clinical setting, cancer


patients and their involved family members suffer from the pressure of meeting the costs of these expensive cancer drugs financially as well as the emotional burden associated with the


treatment. Some of these expensive cancer drugs are not covered by the public healthcare system in many developing countries thus leading to a higher mortality rate among insolvent patients


with breast cancer.3 In this scenario, drug repurposing is an alternative and efficient way for drug development, which identifies the new indication of the drug outside the scope of the


original medical condition. For example, raloxifene, which was originally used to treat osteoporosis, was approved by the U.S Food and Drug Administration for invasive breast cancer


treatment in 2007.4 Cholera vaccine is widely used among people travelling to regions with a high prevalence of cholera infection. Cholera toxin is composed of two subunits: the A subunit


(CTA) and the B subunit (CTB). The functional component of the vaccine is CTA. Many studies have shown that cholera toxin can suppress the proliferation of several cancer cell lines,


including breast cancer, by inhibiting growth factor signal transduction pathway or by triggering apoptosis.5 Cholera toxin has been reported to have immunomodulatory properties.6,7,8,9 In


vitro experiments have shown that recombinant CTB can activate dendritic cells and enhance antitumour immunity.6 Cholera toxin suppressed carcinogenesis in a mouse model of


inflammation-driven sporadic colon cancer.10 Recently, post-diagnostic use of cholera vaccine has been shown to be of benefit in disease-specific survival of colorectal and prostate


cancers.11,12 The aim of this study was to evaluate whether the antitumour effect of cholera vaccine could be valid in breast cancer patients by analysing data derived from several Swedish


national registries. To the best of our knowledge, this is the first national population-based cohort study on the association of post-diagnostic use of cholera vaccine and breast cancer


survival, which may provide new evidence for breast cancer treatment. METHODS This study was performed based on the linkage of several national Swedish registries and how the study was


performed is shown in Fig. 1. Female patients, who were diagnosed with primary invasive breast cancer, were identified from the Swedish Cancer Registry by using the Tenth Version of


International Classification of Disease (ICD-10) code of C50. The clinical stage of breast cancer at diagnosis was classified into four groups (stage I, stage II, stage II and stage IV)


based on the tumour size (T), nodal status (N) and the presence of metastasis (M) according to the seventh edition of the American Joint Committee on Cancer staging manual.13 The TNM staging


system has been used in the cancer registry since 2003. Data on post-diagnostic use of cholera vaccine were extracted from the Swedish Prescribed Drug Register. As this register was


established in July 2005 and was updated until December 2014, breast cancer patients diagnosed during only this period were included in the study. The Anatomical Therapeutic Chemical (ATC)


Classification System was applied in the drug register and the administration of cholera vaccine was identified by code “J07AE01”. The ATC code for aspirin use was B01AC06, which was also


considered in our analysis, as aspirin use in breast cancer patients was associated with decreased mortality.14 As the information on hormone receptor status was not available, we used


medical treatments as a proxy for the identification of hormone receptor status, which included treatment with anti-oestrogens (L02BA), aromatase inhibitors (L02BG) and


gonadotropin-releasing hormone analogues (L02AE). The date of death, as well as the underlying cause of death during the study period, was obtained from the Swedish Death Register. The


primary outcome was death due to breast cancer (ICD-10 code: C50) and the secondary outcome was death due to all causes (ICD-10 code: A00 to Z99). Patients’ demographic and socioeconomic


factors including country of birth (Sweden, other European countries and non-European countries), educational level (1–9 years, 10–11 years and ≥12 years of education), disposable income


(lowest, middle–low, middle–high, highest) and place of residence (big cites, other southern and northern cities) at diagnosis were obtained from the Total Population Register and the


Population Housing Census. Comorbidity at the diagnosis of breast cancer was extracted from the Swedish National Patient Register and the diseases for the calculation of Charlson Comorbidity


Index were considered.15 A total of 52,454 breast cancer patients were diagnosed between July 2005 and December 2014, among which 617 had post-diagnostic use of cholera vaccine. The


characteristics of patients stratified by cholera vaccination are shown in Supplementary Table 1. Considering the possibility that patients using cholera vaccine might be healthier or


associated with better socioeconomic status, we matched each vaccinated patient with at most two patients who did not receive the vaccine. The matching conditions included year of diagnosis,


age at diagnosis (5-year gap), education level, comorbidity (yes or no), disposable income and country of birth. Pearson’s Chi-square tests, or Fisher Exact tests when appropriate, were


performed to compare the difference of these characteristics between the two groups. The follow-up commenced from the date of administration of cholera vaccine for the vaccinated patients.


For the unvaccinated patients, it commenced from the date of vaccination matched in each stratum. The follow-up was terminated in the year of death or 2015, whichever came earliest. Cox


proportional hazard regression model was used to analyse the effect of post-diagnostic use of cholera vaccine on all-cause and disease-specific survival with further adjustment of clinical


stage, aspirin use, place of residence and hormone therapy. Kaplan–Meier plot was generated for disease-specific survival since the cholera vaccination. To avoid chance findings, several


sensitivity analyses were performed. The effect of competing risks as a result of death from other causes was analysed by using the sub-distribution hazards model proposed by Fine and


Gray.16 The exposure of cholera vaccine was considered with 1-year lag given that short duration of exposure is unlikely to be associated with the mortality outcome. As they were able to


travel abroad, patients who received cholera vaccine could have been healthier and associated with better socioeconomic status compared to their non-receiving counterparts. To avoid the


indication bias, effects of post-diagnostic use of antimalarial medication on the breast cancer survival were analysed by using the same matching approach. In Sweden, malarone


(atovaquone/proguanil) (ATC code: P01BB51), mefloquine (ATC code: P01BA05 and P01BC02) and doxycycline are usually recommended for the prevention of malaria. However, doxycycline is normally


used for the treatment of bacterial infection, thus it is not suitable to be included in this study.17 In addition, influence of use of cholera vaccine before breast cancer diagnosis on the


survival rate was evaluated. Finally, we performed sensitivity analyses by excluding patients with advanced breast cancer (clinical stages of III and IV) and by including patients with


hormone therapy. All the statistical analyses were performed in SAS environment (version 9.3). The survival curve was generated in R (version 3.3.5). Statistical comparisons were two tailed


and _P_ value < 0.05 was considered statistically significant. RESULTS Among the 617 breast cancer patients with post-diagnostic use of cholera vaccine, the median (interquartile range


(IQR)) time from breast cancer diagnosis to vaccination was 30 (15–51) months, and the median (IQR) time from vaccination to the end of follow-up was 62 (47–85) months. The median age at


diagnosis of breast cancer was 64 years. In the matched setting, 603 vaccinated patients were able to match with 1194 unvaccinated individuals. The demographic, clinical and socioeconomic


characteristics of the two groups are displayed in Table 1. Age at diagnosis, year of diagnosis, birth country, education level, disposable income and comorbidity were found to be well


distributed based on Pearson’s Chi-square test. As for the unmatched factors, no significant difference was found for place of residence, use of aspirin and clinical stage. In the final


regression model, these unmatched factors were adjusted. Most of the patients were born in Sweden (92%) and diagnosed before the age of 65 years (80%). Approximately half of them had >11


years of education (54%), had the highest disposable income (41%) and were living in big cities (53%). Nearly 15% of them had a history of aspirin use and 14% had comorbidity upon diagnosis.


More than half of them were diagnosed with stage II breast cancer. The Kaplan–Meier survival curve in Fig. 2 shows that the disease-specific survival in patients with cholera vaccination


was better than those without. After 5 years of cholera vaccination, the disease-specific survival (95% confidence interval (CI)) was 95.3% (93.4–97.4%) for patients with vaccination and


91.9% (90.2–93.7%) for those without. After 10 years, the survival rate (95% CI) was 94.1% (91.8–96.5%) and 89.9% (88.0–91.9%), respectively. Table 2 displays the effects of post-diagnostic


use of cholera vaccine on overall and disease-specific survival in the matched breast cancer patients. After the respective median (IQR) follow-up time of 62 (47–85) and 62 (45–85) months,


39 vaccinated and 127 unvaccinated patients died, thus resulting in a better overall survival for patients with vaccine (hazard ratio (HR): 0.54, 95% CI: 0.37–0.79). Considering that death


was only caused by breast cancer, the difference in survival probability was significant (HR: 0.53, 95% CI: 0.33–0.84). Table 3 displays the results from the sensitivity analyses. While


considering the effect of competing risks from other cause of death, the vaccinated patients still experienced better survival compared to their unvaccinated counterparts (HR: 0.55, 95% CI:


0.37–0.81). By defining the exposure period as 1 year after the cholera vaccine administration, similar sets of analyses were performed for overall (HR: 0.57, 95% CI: 0.38–0.88) and


disease-specific survival (HR: 0.56, 95% CI: 0.33–0.95). A total of 1013 patients were vaccinated before their breast cancer diagnosis. After applying the same approach, cholera vaccination


before breast cancer diagnosis did not show a significant effect on the disease-specific survival (HR: 1.04, 95% CI: 0.66–1.64). When the analysis included only patients with clinical stages


of I and II breast cancer, the result was still significant (HR: 0.59, 95% CI: 0.37–0.94). Among individuals with hormone therapy, the protective nature of the vaccination showed borderline


significance (HR: 0.60, 95% CI: 0.34–1.04). Next, the effect (if any) of antimalarial medication was assessed to account for chance findings due to indication bias. Notably, 598 patients


had post-diagnostic antimalarial medication, and 130 of them had previously used cholera vaccine. To remove the protective effects of cholera vaccine, 468 unvaccinated patients were


retained. After matching 444 patients with 873 individuals without antimalarial medication, we found that antimalarial medication was not significantly associated with disease-specific


survival (HR: 1.14, 95% CI: 0.57–2.29). DISCUSSION With better understanding of cancer biology and more advanced technology, various antitumour drugs have been developed to fight against


cancer. However, the process from drug discovery to the ultimate approval for clinical application is usually lengthy and costly with an accompanying low success rate. Drug repurposing for


oncology that studies the antitumour effects for drugs available for other diseases is relatively cheaper and faster than the classical drug discovery process as the safety and toxicity of


the drugs are already known.18 The aim of the current study was therefore to serve the drug repurposing approach for breast cancer. To our best knowledge, it is the first nationwide


population-based study evaluating the association between post-diagnostic use of cholera vaccine and disease-specific survival in breast cancer. Consistent with the results reported for


colorectal and prostate cancer,11,12 vaccinated breast cancer patients were observed with 47% decreased hazard from breast cancer compared to the unvaccinated individuals. The results


remained significant in various sensitivity analyses. When estimating the effects of medication use on health outcomes, many issues should be considered, such as immortal time bias,


indication bias, confounding, etc. In order to control immortal time bias, we started the follow-up from the administration of cholera vaccination. Compared to breast cancer patients without


cholera vaccination (Supplementary Table 1), those who had been vaccinated tended to be younger, diagnosed more recently, born in Sweden, with longer education years, higher personal


disposable income and less comorbidity, thus suggesting that these patients might survive long enough to receive the vaccination. To control this bias, the matching strategy was used to


reduce the confounding effect from those factors. Consistently, we also observed the slightly larger proportion of early stage (I and II) breast cancer in vaccinated patients, so a


sensitivity analysis only including patients with early stage breast cancer was performed. Another important prognostic factor is the treatment for breast cancer. Despite lacking detailed


treatment information, we obtained the medication of hormonal therapy from the Swedish Prescribed Drug Register. No difference in the distribution of the therapy in the cohort stratified by


cholera vaccination was found thus demonstrating the unlikely discrepancy of breast cancer treatment in Sweden where universal healthcare is accessible for all citizens at a minimal cost. As


for the indication bias, the reasons to have cholera vaccine after breast cancer diagnosis were unknown, so we could not largely rule it out. However, we tried to investigate it by checking


the survival in breast cancer patients with post-diagnostic antimalarial vaccination as those individuals represented a group similar to those with cholera vaccination who were able to


travel abroad. The mechanism behind the association is not clear yet, but some in vitro and in vivo studies have shown some evidence of antitumour effect of cholera toxin. Suppression of


cell proliferation either by inhibiting growth factor signals or by triggering apoptosis was observed in several cancer cell lines treated with cholera toxin, including bladder,19 ovarian,20


breast,5 lung5 and pancreatic cancers,21 hepatocellular carcinoma and glioma.22 Cho-Chung et al. reported growth arrest of 7,12-dimethylbenz(a)anthracene-induced mammary carcinoma in rats


treated with a daily injection of cholera toxin, and the tumours shrank 85% in 4–5 weeks.23 Similar results were found in human breast cancer cells (MCF-7).23 Growth inhibitions both in vivo


and in vitro were dose dependent and correlated with increases of cyclic adenosine 3’:5’-monophosphate (cAMP) content and type II cAMP-dependent protein kinase activity as well as a


decrease of oestrogen-binding activity.23 In addition, acetylation of P53 protein was observed in cultured MCF-7 cells treated with CTB subunit by upregulating the expression of P300, an


enzyme that acetylates histones, and consequently it induced apoptosis.5 Antitumour effects of cholera toxin may partly be attributed to its immunomodulatory properties. It is considered to


be a promising drug in treatment of autoimmune and allergic diseases.24 Recombinant CTB subunit could promote dendritic cell maturation presenting with upregulated expression of major


histocompatibility complex class II and B7-2 on dendritic cell and enhanced secretion of interleukin (IL)-12 from dendritic cell, which is important for T cell stimulation and further


antitumour immunity.6 Suppression of carcinogenesis in a mouse model of inflammation-driven colon cancer was observed by the oral administration of cholera toxin. This finding was


accompanied with the downregulated neutrophils and upregulated regulatory T cells, IL-10 and tumour necrosis factor α in the colonic mucosa.10 This study indicated that gut microbiota


antigenic stimuli may affect the immune system and further cancer development. As for breast cancer, the correlation between gut microbiota and mammary tumorigenesis can explain the role of


immunity in our finding to some extent.25 Interestingly, immunomodulatory property was not only found in cholera vaccine but also seasonal influenza vaccines. Intratumoural injection of the


seasonal flu shot could reduce tumour growth by increasing antitumour CD8+ T cells and decreasing regulatory B cells within the tumour. In addition, lung cancer patients with influenza


infections had lower cancer-specific mortality.26 This further supported the possibility of protective effect of cholera vaccination in our study. However, we acknowledged that some


undetected variables such as smoking, physical activity, body mass index and diet can also confound the current association although consideration of other socioeconomic factors like


disposable income, educational level and place of residence could adjust them somewhat as they are correlated to each other.27,28,29 Other observational studies and clinical trials are


needed to validate the association. The strengths and limitations of the study need to be addressed. Use of Swedish nationwide registry data provided adequate sample size and, consequently,


enough statistical power to detect the difference in survival between vaccinated and unvaccinated patients. It also enabled us to avoid information bias by providing an accurate record on


the cancer identification and drug administration. By linking several Swedish registers, a facet of demographic, clinical and socioeconomic factors, which may affect breast cancer survival,


could be considered for adjustment. Some other health-related indicators such as smoking, physical activity, body mass index and diet were not available in our study, which may affect our


findings. However, consideration of other socioeconomic factors like disposable income, educational level and place of residence can adjust them on some level. Multiple sensitivity analyses


were done, which strengthened the robustness of the results. Notably, analysis of the association between antimalarial medication and breast cancer survival was performed to avoid the


indication bias, given the fact that vaccinated patients might be healthier and associated with better socioeconomic status. Application of matching design improved the comparability between


groups and, in addition, helped avoid confounding. However, the protective effect of cholera vaccine was only observed in the matched patients who presented with specific characteristics,


for example, largely with early clinical stage and hormonal therapy (Table 1). Studies among patients with late-stage breast cancer are needed. In addition, information on hormonal receptor


status is required to investigate whether the effect is subtype specific. We were unable to analyse the dose–response effect as the variation of the patients with vaccination was very small.


Further studies are required to generalise the results to the other population and to explore the dose–response relationship between cholera vaccination and breast cancer survival.


CONCLUSIONS Based on this nationwide study, we found that post-diagnostic use of cholera vaccine in breast cancer patients was associated with better overall and disease-specific survival.


This association was still significant after considering competing risks and 1-year lag of exposure. This study suggests that cholera vaccine may be a good candidate for drug repurposing for


breast cancer. However, our results should be interpreted carefully as some other undetected factors such as physical activity and dietary habits may have masked the current association


despite our stringent analyses. Further studies are required to validate our finding in other populations and to explore the mechanisms behind the observed associations. REFERENCES * Bray,


F., Ferlay, J., Soerjomataram, I., Siegel, R. L., Torre, L. A. & Jemal, A. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185


countries. _CA Cancer J. Clin._ 68, 394–424 (2018). PubMed  Google Scholar  * Aggarwal, S., Verma, S. S., Aggarwal, S. & Gupta, S. C. Drug repurposing for breast cancer therapy: old


weapon for new battle. _Semin. Cancer Biol_. https://doi.org/10.1016/j.semcancer.2019.09.012 (2019). * Ramsey, S. D., Bansal, A., Fedorenko, C. R., Blough, D. K., Overstreet, K. A.,


Shankaran, V. et al. Financial insolvency as a risk factor for early mortality among patients with cancer. _J. Clin. Oncol._ 34, 980 (2016). Article  CAS  PubMed  PubMed Central  Google


Scholar  * Pushpakom, S., Iorio, F., Eyers, P. A., Escott, K. J., Hopper, S., Wells, A. et al. Drug repurposing: progress, challenges and recommendations. _Nat. Rev. Drug Discov._ 18, 41


(2019). Article  CAS  PubMed  Google Scholar  * Dastjerdi, M. N., Salahshoor, M. R., Mardani, M., Hashemibeni, B. & Roshankhah, S. The effect of CTB on P53 protein acetylation and


consequence apoptosis on MCF-7 and MRC-5 cell lines. _Adv. Biomed. Res_. 2, 24 (2013). * Isomura, I., Yasuda, Y., Tsujimura, K., Takahashi, T., Tochikubo, K. & Morita, A. Recombinant


cholera toxin B subunit activates dendritic cells and enhances antitumor immunity. _Microbiol. Immunol._ 49, 79–87 (2005). Article  CAS  PubMed  Google Scholar  * Kawamura, Y. I., Kawashima,


R., Shirai, Y., Kato, R., Hamabata, T., Yamamoto, M. et al. Cholera toxin activates dendritic cells through dependence on GM1‐ganglioside which is mediated by NF‐κB translocation. _Eur. J.


Immunol._ 33, 3205–3212 (2003). Article  CAS  PubMed  Google Scholar  * Lavelle, E. C., Jarnicki, A., McNeela, E., Armstrong, M. E., Higgins, S. C., Leavy, O. et al. Effects of cholera toxin


on innate and adaptive immunity and its application as an immunomodulatory agent. _J. Leukoc. Biol._ 75, 756–763 (2004). Article  CAS  PubMed  Google Scholar  * Sun, J. B., Czerkinsky, C.


& Holmgren, J. Mucosally induced immunological tolerance, regulatory T cells and the adjuvant effect by cholera toxin B subunit. _Scand. J. Immunol._ 71, 1–11 (2010). Article  CAS 


PubMed  Google Scholar  * Doulberis, M., Angelopoulou, K., Kaldrymidou, E., Tsingotjidou, A., Abas, Z., Erdman, S. E. et al. Cholera-toxin suppresses carcinogenesis in a mouse model of


inflammation-driven sporadic colon cancer. _Carcinogenesis_ 36, 280–290 (2014). Article  PubMed  PubMed Central  Google Scholar  * Ji, J., Sundquist, J. & Sundquist, K. Association


between post-diagnostic use of cholera vaccine and risk of death in prostate cancer patients. _Nat. Commun._ 9, 2367 (2018). Article  PubMed  PubMed Central  Google Scholar  * Ji, J.,


Sundquist, J. & Sundquist, K. Cholera vaccine use is associated with a reduced risk of death in patients with colorectal cancer: a population-based study. _Gastroenterology_ 154,


86.e1–92.e1 (2018). Article  Google Scholar  * Edge, S. B., Byrd, D. R., Carducci, M. A., Compton, C. C., Fritz, A. & Greene, F. _AJCC Cancer Staging Manual_ (Springer, New York, 2010).


* Holmes, M. D., Chen, W. Y., Li, L., Hertzmark, E., Spiegelman, D. & Hankinson, S. E. Aspirin intake and survival after breast cancer. _J. Clin. Oncol._ 28, 1467 (2010). Article  CAS 


PubMed  PubMed Central  Google Scholar  * Quan, H., Sundararajan, V., Halfon, P., Fong, A., Burnand, B., Luthi, J.-C. et al. Coding algorithms for defining comorbidities in ICD-9-CM and


ICD-10 administrative data. _Med. Care_ 43, 1130–1139 (2005). * Fine, J. P. & Gray, R. J. A proportional hazards model for the subdistribution of a competing risk. _J. Am. Stat. Assoc._


94, 496–509 (1999). Article  Google Scholar  * Lindqvist, L. & Lindkvist, P. Råd och profylax vid resa.


https://lakemedelsboken.se/kapitel/antibiotika_och_reseprofylax/rad_och_profylax_vid_resa.html#l2_61 (2018). * Bertolini, F., Sukhatme, V. P. & Bouche, G. Drug repurposing in


oncology—patient and health systems opportunities. _Nat. Rev. Clin. Oncol._ 12, 732 (2015). Article  PubMed  Google Scholar  * Zheng, X., Ou, Y., Shu, M., Wang, Y., Zhou, Y., Su, X. et al.


Cholera toxin, a typical protein kinase A activator, induces G1 phase growth arrest in human bladder transitional cell carcinoma cells via inhibiting the c‑Raf/MEK/ERK signaling pathway.


_Mol. Med. Rep._ 9, 1773–1779 (2014). Article  CAS  PubMed  Google Scholar  * Han, X., Papadopoulos, A. J., Jones, T., Devaja, O. & Raju, K. S. Cholera toxin‐induced alteration of the


phenotype and behaviour of an ovarian carcinoma cell line, SR8. _Immunol. Cell Biol._ 77, 377–384 (1999). Article  CAS  PubMed  Google Scholar  * Ohmura, E., Wakai, K., Isozaki, O.,


Murakami, H., Onoda, N., Emoto, N. et al. Inhibition of human pancreatic cancer cell (MIA PaCa-2) growth by cholera toxin and 8-chloro-cAMP in vitro. _Br. J. Cancer_ 67, 279 (1993). Article


  CAS  PubMed  PubMed Central  Google Scholar  * Li, Y., Yin, W., Wang, X., Zhu, W., Huang, Y. & Yan, G. Cholera toxin induces malignant glioma cell differentiation via the PKA/CREB


pathway. _Proc. Natl Acad. Sci. USA_ 104, 13438–13443 (2007). Article  CAS  PubMed  PubMed Central  Google Scholar  * Cho-Chung, Y. S., Clair, T., Shepheard, C. & Berghoffer, B. Arrest


of hormone-dependent mammary cancer growth in vivo and in vitro by cholera toxin. _Cancer Res._ 43, 1473–1476 (1983). CAS  PubMed  Google Scholar  * Sánchez, J. & Holmgren, J. Cholera


toxin—a foe & a friend. _Indian J. Med. Res._ 133, 153 (2011). PubMed  PubMed Central  Google Scholar  * Lakritz, J. R., Poutahidis, T., Mirabal, S., Varian, B. J., Levkovich, T.,


Ibrahim, Y. M. et al. Gut bacteria require neutrophils to promote mammary tumorigenesis. _Oncotarget_ 6, 9387 (2015). Article  PubMed  PubMed Central  Google Scholar  * Newman, J. H.,


Chesson, C. B., Herzog, N. L., Bommareddy, P. K., Aspromonte, S. M., Pepe, R. et al. Intratumoral injection of the seasonal flu shot converts immunologically cold tumors to hot and serves as


an immunotherapy for cancer. _Proc. Natl Acad. Sci. USA_ 117, 1119–1128 (2020). Article  CAS  PubMed  Google Scholar  * Oftedal, S., Vandelanotte, C. & Duncan, M. J. Patterns of diet,


physical activity, sitting and sleep are associated with socio-demographic, behavioural, and health-risk indicators in adults. _Int. J. Environ. Res. Public Health_ 16, 2375 (2019). Article


  PubMed Central  Google Scholar  * Fredj, S. B., Ghammem, R., Maatoug, J., Zammit, N., Hasni, Y., Chelly, S. et al. Association between physical inactivity and socioeconomic factors and


lifestyle among Tunisian adolescents. _Endocr. Abstr_. 63, P977 (2019). * Novak, D., Lovro, Š., Antala, B., Emeljanovas, A., Mieziene, B., Milanović, I. et al. The associations between


socioeconomic status and lifestyle factors in European adolescents: a population-based study. _Acta Facultatis Educationis Phys. Universitatis Comen._ 57, 111–124 (2017). Article  Google


Scholar  Download references ACKNOWLEDGEMENTS We thank Patrick Reilly for language editing. AUTHOR INFORMATION AUTHORS AND AFFILIATIONS * Center for Primary Health Care Research, Lund


University/Region Skåne, Malmö, Sweden Guoqiao Zheng, Jan Sundquist, Kristina Sundquist & Jianguang Ji * Department of Family Medicine and Community Health, Department of Population


Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, USA Jan Sundquist & Kristina Sundquist * Center for Community-based Healthcare Research and Education


(CoHRE), Department of Functional Pathology, School of Medicine, Shimane University, Shimane, Japan Jan Sundquist & Kristina Sundquist Authors * Guoqiao Zheng View author publications


You can also search for this author inPubMed Google Scholar * Jan Sundquist View author publications You can also search for this author inPubMed Google Scholar * Kristina Sundquist View


author publications You can also search for this author inPubMed Google Scholar * Jianguang Ji View author publications You can also search for this author inPubMed Google Scholar


CONTRIBUTIONS Design: J.J., G.Z.; acquisition of data: J.S., K.S.; statistical analysis and interpretation: all authors; manuscript writing: G.Z. and all other authors; approval of the final


text: all authors. CORRESPONDING AUTHOR Correspondence to Guoqiao Zheng. ETHICS DECLARATIONS ETHICS APPROVAL AND CONSENT TO PARTICIPATE As this study was based on anonymous information from


the Swedish national registries and study participants were never contacted, it was approved by the Ethics Committee of Lund University without requirement for informed consent. Through


advertisements in the major newspapers, people could chose to opt out before the research database were constructed. The study was performed in accordance with the Declaration of Helsinki.


CONSENT FOR PUBLICATION Not applicable. DATA AVAILABILITY The use of these data is governed by an agreement with the Swedish National Board of Health and Welfare with J.S., which does not


allow redistribution of original data. Anyone who is interested in the data set should contact the Swedish National Board of Health and Welfare and apply for the access to the data set


(https://www.socialstyrelsen.se/statistics). If anyone gets the approval, they can get access to the database in the same manner as the authors. The project database is located at Center for


Primary Health Care in Malmö, Sweden. COMPETING INTERESTS The authors declare no competing interests. FUNDING INFORMATION Not applicable. ADDITIONAL INFORMATION NOTE This work is published


under the standard license to publish agreement. After 12 months the work will become freely available and the license terms will switch to a Creative Commons Attribution 4.0 International


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ARTICLE Zheng, G., Sundquist, J., Sundquist, K. _et al._ Association of post-diagnostic use of cholera vaccine with survival outcome in breast cancer patients. _Br J Cancer_ 124, 506–512


(2021). https://doi.org/10.1038/s41416-020-01108-9 Download citation * Received: 06 April 2020 * Revised: 30 August 2020 * Accepted: 16 September 2020 * Published: 07 October 2020 * Issue


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