Mapping the cancer research landscape across Zambia: evidence to support national cancer control planning
Susan Msadabwe1†, Peng Yun Ng2†,a, Richard Sullivan3,4,b, Kennedy Lishimpi1,5, John Kachimba6, Justor Banda7, Jane Mumba7, Abidan Chansa7, Mutuna Chiwele8, Kasonde Bowa6,9, Kaseya Chiyenu8, Linda Malulu-Chiwele10, Julie Torode2,11, Grant Lewison2, Andrew Leather12,13,c, Ajay Aggarwal14,15,d, Kathleen Schmeler16,e, Groesbeck Parham17, Kabisa Mwala1 and Paul Kamfwa1
1Cancer Diseases Hospital, Lusaka, Zambia
2King’s College London, London, UK
3Cancer and Global Health, King’s College London, London, UK
4Conflict & Health Research Group
5Cancer Control, Ministry of Health, Lusaka, Zambia
6University Teaching Hospitals, Lusaka, Zambia
7Ndola Teaching Hospital, Ndola, Zambia
8Livingstone University Teaching Hospital, Livingstone, Zambia
9School of Medicine and Health Science, University of Lusaka, Lusaka, Zambia
10National Cancer Registry, Lusaka, Zambia
11Institute of Cancer Policy
12Global Health and Surgery, King’s College London, London, UK
13King’s Global Health Partnerships, London, UK
14Guy’s and St Thomas’ Trust
15Cancer System and Services, London School of Hygiene and Tropical Medicine, London, UK
16Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX
17Women and Newborn Hospital, Zambia
ahttps://orcid.org/0000-0002-8186-0568
bhttps://orcid.org/0000-0002-6435-1825
chttps://orcid.org/0000-0003-0500-5962
dhttps://orcid.org/0000-0001-9645-6659
ehttps://orcid.org/0000-0002-9670-4189
†Joint first authors
Abstract
Background: Zambia faces the double burden of rising cancer incidence and a disproportionate volume of mortality from delayed presentations. The Ministry of Health Zambia acknowledged cancer research as a key pillar of cancer control in the National Cancer Control Strategic Plan 2022–2026, but there remains a paucity of country-specific evidence to inform strategies, implementation, monitoring and evaluation of research activities. Our study aimed to map and critically analyse the existing cancer research landscape to inform national planning.
Methods: We adopted a two-stage mixed-method research. First, we conducted a systematic review, including 76 Zambian cancer studies published between 2012 and 2022, adhering to PRISMA guidance. Second, we conducted an in-person modified consensus meeting in Ndola, Zambia attended by 31 domestic and international stakeholders, to co-develop priorities and strategies based on gaps and facilitators identified through the systematic review.
Results: The year-on-year cancer research output in Zambia had risen and diversified beyond cervical cancer but prevention, palliative care and health economic studies were lacking. Delay in deciding to seek care was most studied (n = 17, 63.0%), especially in cervical cancer. Research activities were mostly retrospective (n = 47/76, 61.8%) with only one randomised controlled trial identified. Greater than 90% (n = 10/11, 90.9%) of the most prolific research funders were international, predominantly from the United States and the United Kingdom, and Zambian researchers were under-represented as first and last authors at 43% (n = 33/76) and 45% (n = 34/76), respectively. The existing national cervical cancer registry, active global collaboration and adoption of technology were facilitators to be leveraged to build research capacity through multi-level, stakeholder-specific strategies.
Conclusion: To strengthen research capacity, sustained commitment to priorities through the implementation of co-developed strategies is required at individual, organisational and institutional levels. This paradigm shift is necessary to deliver evidence-based cancer care tailored to the needs of Zambians with emphasis on value and quality.
Keywords: cancer, global oncology, implementation science, research, health policy
Correspondence to: Susan Msadabwe
Email: citonje@yahoo.com
Published: 02/07/2025
Received: 14/11/2024
Publication costs for this article were supported by ecancer (UK Charity number 1176307).
Copyright: © the authors; licensee ecancermedicalscience. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Introduction
Over the next 50 years, the global cancer burden is estimated to increase disproportionately in the low and middle-income countries (LMICs). The low-income countries are estimated to have the highest increase by 400%, followed by middle-income countries at 168%; and lastly, high-income countries (HICs) by 53% [1]. This translates into a projection of 75% of all cancer mortality LMICs by 2030 [2].
Zambia falls under low-income country and; thus, not precluded in this prognostication. The Global Cancer Observatory (GLOBOCAN) 2022 reported the country to be in the top ten of African countries with the greatest burden of cancer at an estimated age-standardised incidence rate and age-standardised mortality rate of 159.5 and 109.2 per 100,000 population, respectively [3]. Paired with low public awareness and the lack of access to cancer services nationwide, the country faces the twin burden of rising cancer incidence from a burgeoning population and a disproportionate volume of metastatic cancer from delayed presentations [6].
To overcome this challenge, cancer research is key to advance high quality cancer prevention, diagnosis and treatment options [7]. Yet, despite the high cancer burden faced by LMICs, less than 4% of the total global annual cancer research output as measured by publication came from authors from these countries [8]. In fact, African authors represent the smallest proportion of all LMICs [9]. Furthermore, the inequalities of cancer research do not only exist across continents but also within Africa, with only South Africa and Egypt contributing to 62% of all African cancer research [10].
To tackle the disparity in global cancer research, international stakeholders from the Global North could play important roles [7]. Research activities could be supported through the provision of funding as well as the sharing of research expertise and logistics with the aim of building research capacity [11]. In Zambia specifically, the country has received immense support from the governmental Cancer Moonshot initiative launched by the National Cancer Institute of the United States (US) [12]. It also maintains collaborations with international non-governmental institutions such as the International Agency for Research on Cancer (IARC), an arm of the World Health Organisation (WHO), International Atomic Energy Agency (IAEA), African Cancer Registry Network, African Organisation for Research and Training in Cancer (AORTIC) and Union for International Cancer Control (UICC), as well as partnerships with leading academic cancer centers such as MD Anderson Cancer Centre (MDA) and King’s College London (KCL) [17].
While international collaborations are often positive, their contribution is not always fair, sustainable or effective [11]. In fact, the funding chasm and the lack of local research leadership and capacity mean that the recipient country is often susceptible to power imbalances and research parachutism from the HICs. [20] A recent bibliometric review of global oncology publications found that among all studies conducted in and about sub-Saharan Africa, only 45% and 41% of the first and last authors, respectively, are African investigators [21]. More strikingly, of all clinical trials which enrolled patients from LMICS, only eight percent of all cancer-related randomised clinical trials are led by investigators from the LMICs, underlining the mismatch between global cancer burden and global cancer research leadership [22,23]. Such underrepresentation means that the local interests and priorities are more likely to be set by third parties, thus overlooked and understudied [24].
The National Cancer Control Strategic Plan (NCCSP) 2022–2026 released by the Ministry of Health Zambia (MOHZ) responded to this risk by prioritising the building of local cancer research capacity with the aid of international collaboration [25]. This goal is vital as the success of the Zambian cancer control plan will otherwise be limited by the paucity of country-specific evidence to inform implementation, monitoring and evaluation of cancer activities with an emphasis on quality, value and sustainability [7]. For example, the twin drivers of cancer specific to Zambia are the HIV and oncogenic HPV, resulting in cervical cancer and Kaposi sarcoma being the top two main contributors of cancer burden in the nation despite them being preventable [26–29]. These risk factors should be the focus of Zambian cancer research to generate local evidence to inform cancer control plans as opposed to other risk factors such as diet and smoking that could be more pertinent in other countries.
Henceforth, to overcome this challenge, we conducted this two-stage research involving a systematic review followed by a modified consensus meeting with domestic and international stakeholders to map and to analyse the cancer research landscape in Zambia. Our aim is to provide a high-resolution snapshot, backed by a thorough interrogation of the current practices, to identify gaps and facilitators in the current research ecosystem. They are utilised to set priorities and to design pragmatic, country-specific strategies to advance cancer research in Zambia.
Materials and methods
We adopted a two-stage mixed-method research to map and investigate the current cancer research landscape in Zambia. The first stage is a systematic review and the second stage involves in-person modified consensus meetings involving domestic and international stakeholders.
Stage 1: systematic review
A systematic review was carried out on 1st January 2023 using the PubMed and Web of Science database to include studies published between 1st January 2012 and 31st December 2022, following the PRISMA guidance. The search strategy is available in supplementary data (Appendix A).
Inclusion criteria
Published full-text articles describing cancer specifically in Zambia were considered for inclusion. Articles must be in English language in a peer-reviewed journal published between the dates specified above.
Exclusion criteria
Any articles not related to cancer in the context of Zambia and written in non-English language were excluded. Review articles, laboratory research, case reports, conference proceedings and repeated studies were also excluded.
Data selection
Richard Sullivan (RS) carried out the initial search. Peng Yun Ng (PN) selected articles meeting the inclusion criteria from title and abstracts for full-text review. Subsequently, PN assessed the full-text articles to consider whether the inclusion and/or exclusion criteria were met.
Data extraction
PN extracted data from all included studies, with consultation from RS and Ajay Aggarwal. Data extracted included:
- year of study published
- characteristics of study (research design, sample size, year of data collection)
- source of funding
- origin of first and last authorships
- data type (primary versus secondary)
- type of cancer
- cancer care pathway (prevention, aetiology, epidemiology, diagnostics, treatment or palliative care)
- whether study was exclusive to Zambia
For articles focussing on cancer diagnostics, they are further categorised using the three delays framework to identify indirect barriers to cancer diagnosis and treatment from onset of symptoms to rehabilitation after treatment, contributing to cancer morbidity and mortality [27]. The three delays are:
- delay in decision to seek care
- delay in identifying and reaching health facility for care
- delay in receiving quality care
Stage 2: modified consensus meeting
A 1-day, in-person consensus meeting, themed ‘The Future of Cancer Research In Zambia’, was held on 8th January 2024 in Ndola, Zambia. It was organised by KCL and the MOHZ with support from MDA. The objectives of the meeting were to establish consensus in key areas of development and to co-develop priorities and strategies with local stakeholders to build cancer research capacity in Zambia. It was attended by 31 participants – 19 Zambian representatives, 8 from MDA and 4 from KCL.
The Zambian attendees were composed of eight surgeons of gynaecologic, breast, general and urological specialties, three physicians (two of whom specialise in palliative care), three nurses (two oncology nurse and one theatre nurse), one clinical oncologist, one pathologist, one cancer registry manager, one cancer support network community representative and one cancer patient representative. The international representatives are made up of experts in global oncology as well as cancer systems and services alongside surgical oncologists (gynaecology, breast and urology).
In terms of the format of the meeting, KCL started by informing all attendees of the key findings of the systematic review, focusing on the gaps and facilitators of cancer research in Zambia. Based on consensus, attendees from all institutions identified eight areas of development and discussed them in order of agreed priority to co-develop strategies. Following this, the attendees discussed the facilitators, primarily the research opportunities through international collaborations and existing databases, and highlighted nine areas of strength for further development. The meeting then concluded with the co-design of an NCCSP research committee and the prioritisation of their tasks upon the constitution.
Results
Systematic review
The initial search identified 206 articles. After all titles and abstracts were screened, 100 articles were chosen for full-text review. Of these, 76 studies were included for data extraction and analysis. The study selection process followed the PRISMA, as illustrated in Figure 1.
A summary of all the included publications, describing the spectrum of cancer research along the cancer care pathway in Zambia, is available as Appendix B.
Cancer care pathway
The purpose of research is synthesised in six stages – prevention, aetiology, epidemiology, diagnostics, treatment and palliative care – to make up the cancer care pathway.
Cancer research in Zambia predominantly focussed on diagnostics (n = 28, 36.8%), [5,6,53] followed by aetiology (n = 21, 27.6%) [73] and delivery of cancer treatment (n = 15, 19.7%) [85]. Epidemiology (n = 10, 13.2%) [94], palliative care (n = 3, 3.9%) [96] and prevention (n = 2, 2.6%) [45] lagged behind in descending order. The cancer care pathway, categorised by purpose and cancer type, is illustrated as a swim-lane diagram in Figure 2.
Figure 1. PRISMA flow chart of identification for articles for inclusion.
Figure 2. Swimlane diagram of the cancer care pathway by cancer site in Zambia.
Cancer type
Cervical cancer (n = 32, 42.1%) [6,26,28–36,38,42,44–46,50,52,63,57,58,66,75,78,80–84,86,88,93] emerged as the most studied cancer type, especially in its diagnosis (n = 17, 22.14%) [6,28–36,38,42,44–46,50,52]. Breast cancer (n = 9, 11.8%) [5,37,40,49,51,90,94,95,97], gastric cancer (n = 8, 10.5%) [43,54,55,59,64,67,68,70] and Kaposi sarcoma (n = 5, 6.6%) [48,61,76,87,89] in turn ranked second, third and fourth, respectively, in popularity. It is worth noting that there were four studies on oesophageal cancer (n = 4, 5.3%) [56,60,91,73], while there were only three studies on paediatrics (n = 3, 3.9%) [39,74,77], two studies on haem-oncology (n = 2, 2.6%) [62,65] and ocular cancers (n = 2, 2.6%) [69,71] and one study each for prostate (n = 1, 1.3%) [47], colorectal (n = 1, 1.3%) [41], liver (n = 1, 1.3%) [53] and vulva cancer (n = 1, 1.3%) [72]. The breakdown of cancer types researched in Zambia is detailed in the form of a pie chart in Figure 3.
Trend of research
The timeframe for the inclusion of studies was set to ensure the applicability and relevance of findings to the Zambian cancer care services that are rapidly evolving with the introduction of NCCSP 2016-2021. As such, we plotted the volume of cancer research output by cancer type and purpose across the decade as a histogram (Figure 4) and line graph (Figure 5), respectively, to zero in on the direction of travel with the aim to identify emerging trend or lack thereof within the healthcare system.
With cervical cancer being the initial focus of cancer research, we observed an increase in the variety of cancer types being studied across the years, prominently so for breast cancer, which surfaced as a topic of interest since 2017 (Figure 4).
In terms of the purpose of cancer research, diagnostics consistently gathered the most academic interest through the decade. It is closely followed by aetiology and treatment, which became increasingly popular from 2017 onwards and surpassed epidemiology in 2018 as the third most common purpose of cancer research (Figure 5). On the contrary, it is worth noting that there was a dearth of evidence in prevention and palliative care cancer research and an absence of health economics studies.
Figure 3. Cancer research by cancer type in Zambia.
Figure 4. Cumulative cancer research output by cancer type from Zambia between 2012 and 2022.
Figure 5. Cumulative cancer research output from Zambia by cancer care pathway.
Authorship and funding of research
Only 43% (n = 33/76) and 45% (n = 34/76) of the first and last authors of all studies in and around Zambia were based in Zambia.
On the other hand, most of the cancer research in Zambia is supported by international organisations. The US government, through the National Institute of Health and the National Cancer Institute, stood out as the most and second most prolific international funder to Zambian cancer research, respectively. Susan G Komen Foundation, a non-profit, non-governmental organisation focusing on breast cancer diagnosis and treatment ranked third; and the Zambian Ministry of Health and Ministry of Education, being the only local institution, ranked fourth. Seven out of 11 of the most prolific funders for cancer research in Zambia were American organisations; two - namely the UK Research and Innovation and the Wellcome Trust were British; and one, University Chinese Academy of Science, was Chinese.
The top ten most prolific cancer research funders in Zambia are summarised in Table 1.
Three delays model
Among the articles which focused on cancer diagnostics, we utilised the three-delays model to seek insight into the cancer diagnosis and treatment. The three delays share interconnection. Henceforth, we identified them with the hope to shed light on the deficiency currently and guide cancer research moving forward.
Delay 1, deciding to seek care, was most prominent (n = 17, 63.0%) [5,29,30,32,36,38–42,44–47,49,50,52]; followed by Delay 2, deciding to reach care (n = 10, 37.0%) [28,33,34,37–39,49–51,53] and Delay 3, receiving quality care (n = 10, 37.0%) [6,31,34,35,37–39,43,48,49] consecutively. This is further broken down based on cancer type in Figure 6.
Modality and research design of cancer treatment
In terms of research on cancer treatment, surgery (n = 6, 40%) [78, 80,82,84,85] is the mainstay modality. Chemotherapy (n = 2, 13.3%) [75,76] and radiotherapy (n = 2, 13.3%) [75,79] fell behind and were only first published in 2016. Other general modalities of treatment (n = 6, 40%) [37,39,49,74,77,81] explored include the use of interactive systems to facilitate multidisciplinary cancer care, complications and morbidities of cancer treatment, as well as efficiency of cancer treatment service provision.
The majority of the research design of cancer treatment is quantitative (n = 8, 53.3%) [37,49,74–76,78,81,83] and the remaining is qualitative (n = 7, 46.7%) [39,77,79,80,82,84,85] as shown in Figure 7. Ten of them were prospective observational studies [42,52,78,80–85,87]; four, retrospective observational studies [76,77,79,89]; and one, randomised controlled trial [83].
Table 1. Top ten most prolific cancer research funders in Zambia.
Figure 6. The three delays model for cancer diagnosis in Zambia.
Figure 7. Cancer research by treatment modality and research design in Zambia.
Modified consensus meeting
Areas of development
Upon identifying the gaps in the cancer research activity in Zambia and the lack of independent cancer research led by local academics, the attendees came to a consensus of eight key areas of development to build sustainable cancer research capacity in Zambia. The key areas of development in no specific order were as follows:
- Improving research writing skills
- Building name recognition of local academics
- Increasing domestic funding
- Improving routine data collection for research, audit and quality improvement
- Improving access to publication through local journals
- Encouraging mentorship in research
- Setting research priorities
- Providing workforce incentives for research
Areas of strength
With the aim of building a strong and sustainable cancer research ecosystem in Zambia, the attendees identified international collaboration as leverage and nine areas of strength of the existing international research opportunities to focus on:
- Ensuring research is solution-based and tailored to the need of Zambia
- Aligning research with and contributing to the NCCSP target
- Underpinning research with rigorous literature review
- Building supporting infrastructure through technology, i.e., virtual tumour board and project ECHO
- Promoting individual research capacity building through mentorship
- Strengthening research design skills
- Partnering with established local research institutions such as ZAMBART
- Diversifying research methodologies
- Collaborating with international partners in the development of research proposals
The NCCSP research committee
The constitution of a cancer control research committee was identified through consensus as key to guide and shape future review and decision making for research in cancer prevention and control in Zambia. The committee should represent the nation’s oncology community and provide expert advice on the subject matter to the governmental authorities. The four key questions for the committee to consider were presented as followed:
- How do we shift the cancer research narrative to one of home-grown research priorities?
- How do we ensure we are marrying research with the current cancer burden and educational needs of the country?
- How do we build in research infrastructure, such as study administrative support and laboratory needs?
- How do we build new sustainable research programmes accessible to local clinicians?
Discussion
At the time of this review, Zambia was undergoing a process of decentralising its cancer services from the only Cancer Diseases Hospital in Lusaka, as set out in the NCCSP 2022–2026 [25]. Emphasis was put on cancer research with the hope that Zambian-specific data could be leveraged to inform cancer control planning, thus achieving better, more affordable and equitable outcomes for Zambian cancer patients. Our mixed-method research served to understand the existing research landscape so that within the limits of resource capability and capacity, cancer research could be prioritised based on nation’s health needs and optimised with strategies that leverage on the existing opportunities such as the national cervical cancer registry and strong international collaboration.
Trends
Between 2012 and 2022, there is an overall rise in cancer research output in and of Zambia. Cancer research had also diversified beyond cervical cancer into breast cancer, gastric cancer, Kaposi Sarcoma and others since 2017 (Figure 4). Both of these trends were healthy indicators of the easiness of research in Zambia. One could infer from this phenomenon that the national prioritisation of multiple cancer types through the previous NCCSP 2016–2021 had an indirect effect on the type of research being conducted in the ecosystem. The national targets had also likely helped align funders’ interest so monetary resource was channeled in a coordinated fashion to solution-based research aligned with national priorities.
Given that Zambia faced the twin health burden of rising cancer incidence secondary to a burgeoning population and advanced (metastatic) cancer from delayed presentation, our review utilised the three-delays model to analyse the root causes. Upon dissection of the cancer diagnostic and treatment research, we found that this research primarily focused on the delay to decide to seek care (n = 17/27, 63.0%), especially for cervical cancer (n = 11/17, 65%), alluding to a knowledge gap in understanding the multi-factorial barriers that hinder the community from deciding to seek care. This finding was relevant as it provided a better understanding of the health behaviour and sociocultural norms which could be utilised to promote the early presentation and participation in cancer screening in Zambia. It formed the contextual evidence that are valuable in informing future national cancer control plans. More importantly, it is an exemplar for how research done based on priorities set through NCCSP could produce research output which in return informs further planning, thus propelling a virtuous cycle.
Gaps
A recent review on the African cancer research ecosystem, by Rubagumya et al [97], demonstrated the vicious cycle propelling disparity in cancer research through stages including where, how, which, by whom and by whose funding cancer research was done in. Our review highlighted similar vulnerability in the Zambian research ecosystem. Notably, there is a lack of diversity in where and how research was conducted. The majority of research was either based in Lusaka, namely in the Cancer Diseases Hospital and the University Teaching Hospital or was reliant on data from the single national cervical cancer registry. This gap highlights the need to implement a strategy for cancer research as part of the decentralisation effort to buttress the research culture nationwide and to produce high-quality evidence that are truly representative of Zambia, instead of being low-quality and urban-biased. Furthermore, there is a general lack of breadth and quality in cancer research produced in Zambia. Most publications were limited to observational studies which were retrospective (n = 47/76, 61.8%). There were also a paucity of randomised clinical trials (n = 1/76, 1.3%), to validate cancer treatment options for Zambians, and an absence of health macro- and micro-economics studies, which are vital to capture economic, welfare and social values of cancer care [98]. This phenomenon aligned with the rest of the LMICs as a recent review revealed that only a meagre 8%–14% of published economic evaluations of health interventions are from those countries [99]. However, these analyses are especially relevant in Zambia with the recent rollout of the National Health Insurance Scheme in 2018 which embraces cancer care [100]. They are key to inform health financing decision-making on a populational level.
In terms of the key investigators of cancer research in and about Zambia, only 43% (n = 33/76) and 45% (n = 34/76) of first and last authors, respectively, are local. This is in accordance with a bibliometric review of studies in sub-Saharan Africa that found that African investigators only made up 45% and 41% of first and last authorship of publications, respectively [21]. Few investigators stood out as high-output individuals, reflecting the concentration of academic pursuit primarily in individuals with name recognition. Most studies with international authors were the results of a handful of old collaborations established through grants. More importantly, more than 90% (n = 10/11) of the most prolific research funders were international, predominantly from the US (Table 1). These findings exposed the vulnerability of the researchers in Zambia to power imbalances and research parachutisms, which could undermine their autonomy and motivation in research, thus eroding local research capacity in the long run.
Facilitators
On the contrary, the existing national cervical cancer registry, active global collaboration and adoption of technology were highlighted in our systematic review and the modified consensus meeting as the facilitators that Zambian could leverage to expand cancer research capacity sustainably. While Zambia only has one operational population-based cancer registry (PBCR) in Lusaka, this registry has served as a valuable databank that underpinned screening practices nationwide and contributed to multiple high-quality publications specific to the country. Such effort should be replicated in the process of decentralising cancer services.
Second, global collaboration was a major asset to the country as beyond funding, it nurtured local clinicians through knowledge and skills transfer. For example, 36% (n = 27/76) of the publications had a mixed of Zambian and non-Zambian first and last authors. This cross-pollination of research practices helped build relevant research skills in local academics and keep them motivated as they pursue research tailored to the need of their clinical environment. The Zambian government should maintain and strengthen international collaborations through bilateral agreements. A positive example of this was the recent signing of a memorandum of understanding between the MOHZ and MDA cancer centre, which served to bolster their partnership over the next 5 years [17]. Efforts to expand collaborations should also be encouraged as there are other key non-governmental stakeholders such as the UICC, IAEA and WHO which are in charge of international research collaborations. The success of the African Breast Cancer- Disparity in Outcome (ABC-DO) cohort study which included Zambia as one of the five included countries in the continent was laudable and was testimony of such partnerships [90]. AORTIC, which conducted the Choose Wisely Africa consensus meeting to develop guidelines tailored to the healthcare capacities, infrastructure and sociocultural factors in African countries including Zambia is another exemplar, driving solution-based research that emphasises on value and quality of cancer care [101].
Third, the adoption of technology in cancer research across different clinical settings, such as the virtual tumour board for telepathology and teleradiology, point-of-care diagnostics and low-cost virtual reality to build surgical oncology capacity, were promising facilitators of cancer research. Most technology helped drive research not only in the process of integrating into clinical practice when new practices were validated, but also after they were fully integrated when the process of data collection, storage and analysis was standardised and automated, forming a valuable databank. It is very likely that the procurement and introduction of nationwide information and imaging systems, such as the Hospital Incident Command System and the Picture Archiving and Communication System, as planned in the NCCSP 2022–2026, will transform, beyond clinical care, the cancer research landscape in Zambia over the next decades.
Priorities and strategies
The effort to strengthen cancer research capacity in Zambia should be at both individual and system levels to ensure long-term sustainability. The UK Department for International Development successfully adopted the three-level model, tiered by individual, organisational and institutional stakeholders to develop and decentralise research capacity [102]. The model helped continuously engage with various stakeholders in capacity assessment, strategising and planning, implementation, monitoring and evaluation.
Henceforth, in this review, we adopted the same approach to identify priorities and develop cancer research capacity-building strategies applicable to Zambia (Table 2).
Strength and limitation
The strengths of our research lie in the two-stage mixed-method approach we adopted. It allowed us to not only map but also co-analyse the cancer research landscape with local stakeholders using the consensus approach. This unique approach facilitated early buy-in from various local stakeholders, encouraging them to take ownership of the identified problems, set priorities and implement the co-developed strategies.
Table 2. Cancer research capacity-building priorities and strategies tiered by individual, organisational and institutional stakeholders.
The limitations of our research are in the non-inclusion of non-English studies, studies published before 2012, unpublished literature or reports from cancer advocacy groups, agencies or registries and studies published in the African Index Medicus thus not included in the PubMed or Web of Science repositories.
Conclusion
To relieve the spiralling cancer burden in Zambia, cancer research is key to the cancer control plan. While cancer research activity had risen in the past decade, prevention, palliative care and health economic studies were generally lacking. Our critical analysis further exposed the risk of power imbalances and research parachutism in the current research ecosystem due to an overwhelming dependence on monetary and non-monetary support from international collaborations.
To truly decolonise the research ecosystem, research capacity needs to be strengthened at individual, organisational and institutional level, leveraging on existing facilitators including experience with PBCR databases, international collaborations and adoption of technology. We co-identified priorities and co-developed strategies with domestic and international stakeholders to inform future cancer control plans. Ultimately, this paradigm shift will require sustained commitment through the stages of strategising, implementation, monitoring and evaluation of the plan to deliver value and quality cancer care tailored to the need of Zambians.
Acknowledgments and funding
SM and PYN are joint first authors. SM, PYN and RS conceived and designed the study. RS and PYN searched, screened and assessed the publications. PYN extracted, analysed and visualised the data. PYN drafted the manuscript and interpreted the findings. SM and RS reviewed and edited drafts of the manuscript. All authors read the manuscript, provided feedback and approved the final version.
RS and PYN are funded by Medical Research Council Global Alliance of Chronic Disease Grant ACCI No GACD-025. RS and PYN are also funded by BASO/ Rosetrees Research Grant in Cancer Surgery. The funders have no role in study design; in the collection, analysis and interpretation of data; in the writing of the manuscript; and in the decision to submit the manuscript for publication.
Conflicts of interest
The authors have no conflicts of interest to declare.
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104. Galukande M, Schüz J, and Anderson BO, et al (2021) Maternally orphaned children and intergenerational concerns associated with breast cancer deaths among women in Sub-Saharan Africa JAMA Oncol 7(2) 285 https://doi.org/10.1001/jamaoncol.2020.6583
105. Diao K, Kizub DA, and Ausat N, et al (2022) Perspectives of Zambian Clinical Oncology Trainees in the MD Anderson and Zambia Virtual Clinical Research Training Program (MOZART) Oncologist 27(10) e804–e810 https://doi.org/10.1093/oncolo/oyac110 PMID: 35689473 PMCID: 9526501
Supplementary materials
1. Appendix A. Search strategies.
Database: PubMed and Web of Science database (01/01/2012 and 31/12/2022)
Date of search: 01/01/2023
ONCOL filter
SO=(ACTA-ONCOLOGICA OR ADVANCES-IN-CANCER-BIOMARKERS-FROM-BIOCHEMISTRY-TO-CLINIC-FOR-A-CRITICAL-REVISION OR ADVANCES-IN-CANCER-RESEARCH OR ADVANCES-IN-IMMUNOLOGY OR AMERICAN-JOURNAL-OF-CANCER-RESEARCH OR AMERICAN-JOURNAL-OF-CLINICAL-ONCOLOGY-CANCER-CLINICAL-TRIALS OR ANNALS-OF-ONCOLOGY OR ANNALS-OF-SURGICAL-ONCOLOGY OR ANTI-CANCER-AGENTS-IN-MEDICINAL-CHEMISTRY OR ANTI-CANCER-DRUGS OR ANTICANCER-RESEARCH OR APPLICATIONS-OF-VIRUSES-FOR-CANCER-THERAPY OR ASIAN-PACIFIC-JOURNAL-OF-CANCER-PREVENTION OR ASIA-PACIFIC-JOURNAL-OF-CLINICAL-ONCOLOGY OR BIOCHIMICA-ET-BIOPHYSICA-ACTA-REVIEWS-ON-CANCER OR BIOLOGICAL-BASIS-OF-ALCOHOL-INDUCED-CANCER OR BLOOD-CANCER-JOURNAL OR BMC-CANCER OR BRAIN-TUMOUR-PATHOLOGY OR BREAST-CANCER OR BREAST-CANCER-RESEARCH OR BREAST-CANCER-RESEARCH-AND-TREATMENT OR BRITISH-JOURNAL-OF-CANCER OR BULLETIN-DU-CANCER OR CA-A-CANCER-JOURNAL-FOR-CLINICIANS OR CANCER OR CANCER-AND-METASTASIS-REVIEWS OR CANCER-BIOLOGY-THERAPY OR CANCER-BIOMARKERS OR CANCER-BIOTHERAPY-AND-RADIOPHARMACEUTICALS OR CANCER-CAUSES-CONTROL OR CANCER-CELL OR CANCER-CELL-INTERNATIONAL OR CANCER-CHEMOTHERAPY-AND-PHARMACOLOGY OR CANCER-CONTROL OR CANCER-CYTOPATHOLOGY OR CANCER-DISCOVERY OR CANCER-EPIDEMIOLOGY OR CANCER-EPIDEMIOLOGY-BIOMARKERS-PREVENTION OR CANCER-GENE-THERAPY OR CANCER-GENETICS OR CANCER-GENOMICS- PROTEOMICS OR CANCER-IMAGING OR CANCER-IMMUNOLOGY-IMMUNOTHERAPY OR CANCER-IMMUNOLOGY-RESEARCH OR CANCER-INVESTIGATION OR CANCER-JOURNAL OR CANCER-LETTERS OR CANCER-MEDICINE OR CANCER-NURSING OR CANCER-PREVENTION-RESEARCH OR CANCER-RADIOTHERAPIE OR CANCER-RESEARCH OR CANCER-RESEARCH-AND-TREATMENT OR CANCER-SCIENCE OR CANCER-TREATMENT-REVIEWS OR CARCINOGENESIS OR CELL-POLARITY-AND-CANCER OR CELLULAR-ONCOLOGY OR CHEMOTHERAPY OR CHINESE-JOURNAL-OF-CANCER OR CHINESE-JOURNAL-OF-CANCER-RESEARCH OR CLINICAL-&-EXPERIMENTAL-METASTASIS OR CLINICAL-BREAST-CANCER OR CLINICAL-CANCER-RESEARCH OR CLINICAL-COLORECTAL-CANCER OR CLINICAL-GENITOURINARY-CANCER OR CLINICAL-JOURNAL-OF-ONCOLOGY-NURSING OR CLINICAL-LUNG-CANCER OR CLINICAL-LYMPHOMA-MYELOMA-LEUKEMIA OR CLINICAL-ONCOLOGY OR CLINICAL-TRANSLATIONAL-ONCOLOGY OR CRITICAL-REVIEWS-IN-ONCOLOGY-HEMATOLOGY OR CURRENT-ADVANCES-IN-OSTEOSARCOMA OR CURRENT-CANCER-DRUG-TARGETS OR CURRENT-ONCOLOGY OR CURRENT-ONCOLOGY-REPORTS OR CURRENT-OPINION-IN-ONCOLOGY OR CURRENT-PROBLEMS- IN-CANCER OR CURRENT-TREATMENT-OPTIONS-IN-ONCOLOGY OR ENDOCRINE-RELATED-CANCER OR EUROPEAN-JOURNAL-OF-CANCER OR EUROPEAN-JOURNAL-OF-CANCER-CARE OR EUROPEAN-JOURNAL-OF-CANCER-PREVENTION OR EUROPEAN-JOURNAL-OF-GYNAECOLOGICAL-ONCOLOGY OR EUROPEAN-JOURNAL-OF-ONCOLOGY OR EUROPEAN-JOURNAL-OF-ONCOLOGY-NURSING OR EXPERT-REVIEW-OF-ANTICANCER-THERAPY OR FAMILIAL-CANCER OR FUTURE-ONCOLOGY OR GASTRIC- CANCER OR GENES-CHROMOSOMES-CANCER OR GUIDANCE-MOLECULES-IN-CANCER-AND-TUMOUR-ANGIOGENESIS OR GYNECOLOGIC-ONCOLOGY OR HEAD-NECK-ONCOLOGY OR HEMATOLOGICAL-ONCOLOGY OR HEMATOLOGY-ONCOLOGY-CLINICS-OF-NORTH-AMERICA OR HEREDITARY-CANCER-IN-CLINICAL-PRACTICE OR HORMONES-CANCER OR IMMUNITY-TO-LISTERIA-MONOCYTOGENES OR INDIAN-JOURNAL-OF-CANCER OR INFECTIOUS-AGENTS-AND-CANCER OR INFLAMMATION-AND-CANCER OR INTEGRATIVE-CANCER-THERAPIES OR INTERNATIONAL-JOURNAL-OF-CANCER OR INTERNATIONAL-JOURNAL-OF-CLINICAL-
ONCOLOGY OR INTERNATIONAL-JOURNAL-OF-GYNECOLOGICAL-CANCER OR INTERNATIONAL-JOURNAL-OF-ONCOLOGY OR INTERNATIONAL-JOURNAL-OF-RADIATION-ONCOLOGY-BIOLOGY-PHYSICS OR JAPANESE-JOURNAL-OF-CLINICAL-ONCOLOGY OR JNCI-JOURNAL-OF-THE-NATIONAL-CANCER-INSTITUTE OR JOURNAL-OF-ADOLESCENT-AND-YOUNG-ADULT-ONCOLOGY OR JOURNAL-OF-BONE-ONCOLOGY OR JOURNAL-OF-BREAST-CANCER OR JOURNAL-OF-CANCER OR JOURNAL-OF-CANCER-EDUCATION OR JOURNAL-OF-CANCER-RESEARCH-AND-CLINICAL-ONCOLOGY OR JOURNAL-OF-CANCER-RESEARCH-AND-THERAPEUTICS OR JOURNAL-OF-CANCER-SURVIVORSHIP* OR JOURNAL-OF-CHEMOTHERAPY OR JOURNAL-OF-CLINICAL-ONCOLOGY OR JOURNAL-OF-ENVIRONMENTAL-PATHOLOGY-TOXICOLOGY-AND-ONCOLOGY OR JOURNAL-OF-EXPERIMENTAL-CLINICAL-CANCER-RESEARCH OR JOURNAL-OF-GERIATRIC-ONCOLOGY OR JOURNAL-OF-GYNECOLOGIC-ONCOLOGY OR JOURNAL-OF-HEMATOLOGY-ONCOLOGY OR JOURNAL-OF-MEDICAL-IMAGING-AND-RADIATION-ONCOLOGY OR JOURNAL-OF-NEURO-ONCOLOGY OR JOURNAL-OF-PEDIATRIC-HEMATOLOGY-ONCOLOGY OR JOURNAL-OF-PEDIATRIC-ONCOLOGY-NURSING OR JOURNAL-OF-PSYCHOSOCIAL-ONCOLOGY OR JOURNAL-OF-SURGICAL-ONCOLOGY OR JOURNAL-OF-THE-NATIONAL-CANCER-INSTITUTE OR JOURNAL-OF-THE-NATIONAL-COMPREHENSIVE-CANCER-NETWORK OR JOURNAL-OF-THORACIC-ONCOLOGY OR LANCET-ONCOLOGY OR LEUKEMIA OR LEUKEMIA-LYMPHOMA OR LEUKEMIA-RESEARCH OR LUNG-CANCER OR MEDICAL-ONCOLOGY OR MELANOMA-RESEARCH OR MICRORNA-CANCER-FROM-MOLECULAR-BIOLOGY-TO-CLINICAL-PRACTICE OR MOLECULAR-CANCER OR MOLECULAR-CANCER-RESEARCH OR MOLECULAR-CANCER-THERAPEUTICS OR MOLECULAR-CARCINOGENESIS OR MOLECULAR-ONCOLOGY OR NATURE-REVIEWS-CANCER OR NATURE-REVIEWS-CLINICAL-ONCOLOGY OR NEOPLASIA OR NEOPLASMA OR NEUROENDOCRINE-TUMOURS-A-MULTIDISCIPLINARY-APPROACH OR NEURO-ONCOLOGY OR NUTRITION-AND-CANCER-AN-INTERNATIONAL-JOURNAL OR ONCOGENE OR ONCOGENESIS OR ONCOIMMUNOLOGY OR ONCOLOGIE OR ONCOLOGIST OR ONCOLOGY OR ONCOLOGY-LETTERS OR ONCOLOGY-NEW-YORK OR ONCOLOGY-NURSING-FORUM OR ONCOLOGY-REPORTS OR ONCOLOGY-RESEARCH OR ONCOLOGY-RESEARCH-AND-TREATMENT OR ONCOTARGET OR ONCOTARGETS-AND-THERAPY OR ONKOLOGE OR ONKOLOGIE OR ORAL-ONCOLOGY OR PATHOLOGY-ONCOLOGY-RESEARCH OR PEDIATRIC-BLOOD-CANCER OR PEDIATRIC-HEMATOLOGY-AND-ONCOLOGY OR PIGMENT-CELL-MELANOMA-RESEARCH OR PROGRESS-IN-TUMOUR-RESEARCH OR PROSTATE-CANCER-AND-PROSTATIC-DISEASES OR PSYCHO-ONCOLOGIE OR PSYCHO-ONCOLOGY OR RADIATION-ONCOLOGY OR RADIOLOGY-AND-ONCOLOGY OR RADIOTHERAPY-AND-ONCOLOGY OR RECENT-PATENTS-ON-ANTI-CANCER-DRUG-DISCOVERY OR RENAISSANCE-OF-CANCER-IMMUNOTHERAPY OR SEMINARS-IN-CANCER-BIOLOGY OR SEMINARS-IN-ONCOLOGY OR SEMINARS-IN-RADIATION-ONCOLOGY OR STRAHLENTHERAPIE-UND-ONKOLOGIE OR SUCCESSES-AND-LIMITATIONS-OF-TARGETED-CANCER-THERAPY OR SUPPORTIVE-CARE-IN-CANCER OR SURGICAL-ONCOLOGY-CLINICS-OF-NORTH-AMERICA OR SURGICAL-ONCOLOGY-OXFORD OR TARGETED-ONCOLOGY OR TECHNOLOGY-IN-CANCER-RESEARCH-TREATMENT OR THERAPEUTIC-ADVANCES-IN-MEDICAL-ONCOLOGY OR THORACIC-CANCER OR TRANSLATIONAL-ONCOLOGY OR TUMOUR-BIOLOGY OR TUMORI OR TUMOUR-MICROENVIRONMENT-AND-CELLULAR-STRESS-SIGNALING-METABOLISM-IMAGING-AND-THERAPEUTIC-TARGETS OR UHOD-ULUSLARARASI-HEMATOLOJI-ONKOLOJI-DERGISI OR UROLOGIC-ONCOLOGY-SEMINARS-AND-ORIGINAL-INVESTIGATIONS OR VETERINARY-AND-COMPARATIVE-ONCOLOGY OR WORLD-JOURNAL-OF-SURGICAL-ONCOLOGY OR WSPOLCZESNA-ONKOLOGIA-CONTEMPORARY-ONCOLOGY OR ADVANCES-IN-RADIATION-ONCOLOGY OR ADVANCES-IN-RESPIRATORY-CANCEROGENESIS OR AGING-CANCER-AND-AGE-RELATED-DISEASES-COMMON-MECHANISM OR ALCOHOL-AND-CANCER OR AMERICAN-JOURNAL-OF-HEMATOLOGY-ONCOLOGY OR ANNUAL-REVIEW-OF-CANCER-BIOLOGY* OR ANTICANCER-GENES OR APOPTOSIS-IN-CANCER-PATHOGENESIS-AND-ANTI-CANCER-THERAPY-NEW-PERSPECTIVES-AND-OPPORTUNITIES OR APPROACHES-TO-UNDERSTANDING-BREAST-CANCER OR ASIA-PACIFIC-JOURNAL-OF-ONCOLOGY-NURSING OR ASIAN-ONCOLOGY-NURSING OR BIOLOGICAL-MECHANISMS-OF-MINIMAL-RESIDUAL-DISEASE-AND-SYSTEMIC-CANCER OR BIOMECHANICS-IN-ONCOLOGY OR BLADDER-CANCER OR BLOOD-AND-LYMPHATIC-CANCER-TARGETS-AND-THERAPY OR BREAST-CANCER-BASIC-AND-CLINICAL-RESEARCH OR BREAST-CANCER-MANAGEMENT OR BREAST-CANCER-METASTASIS-AND-DRUG-RESISTANCE-CHALLENGES-AND-PROGRESS-2ND-EDITION OR BREAST-CANCER-TARGETS-AND-THERAPY OR CANCER-AND-DEVELOPMENT OR CANCER-AND-ZEBRAFISH-MECHANISMS-TECHNIQUES-AND-MODELS OR CANCER-BIOLOGY-AND-THE-NUCLEAR-ENVELOPE-RECENT-ADVANCES-MAY-ELUCIDATE-PAST-PARADOXES OR CANCER-BIOLOGY-MEDICINE OR CANCER- COMMUNICATIONS OR CANCER-FORUM OR CANCER-GENETICS-AND-CYTOGENETICS OR CANCER-GROWTH-AND-METASTASIS OR CANCER-IMMUNOLOGY-AND-IMMUNOTHERAPY OR CANCER-IMMUNOTHERAPY OR CANCER-INFORMATICS OR CANCER-MANAGEMENT-AND-RESEARCH OR CANCER-METABOLISM OR CANCER-MICROENVIRONMENT OR CANCER-NANOTECHNOLOGY
OR CANCER-REPORTS OR CANCER-VACCINES OR CANCERS OR CASE-REPORTS-IN-ONCOLOGICAL-MEDICINE OR CASE-REPORTS-IN-ONCOLOGY OR CELL-MOLECULAR-BIOLOGY-OF-PROSTATE-CANCER-UPDATES-INSIGHTS-AND-NEW-FRONTIERS OR CELLULAR-NUTRIENT-UTILISATION-AND-CANCER OR CHEMO-FOG-CANCER-CHEMOTHERAPY-RELATED-COGNITIVE-IMPARIMENT OR CHINESE-CLINICAL-ONCOLOGY OR CIRCULATING-TUMOUR-CELLS-IN-BREAST-CANCER-METASTATIC-DISEASE OR CLINICAL-ADVANCES-IN-HEMATOLOGY-ONCOLOGY OR CLINICAL-AND-TRANSLATIONAL-RADIATION-ONCOLOGY OR CLINICAL-CANCER-INVESTIGATION-JOURNAL OR CLINICAL-CANCER-PREVENTION OR CLINICAL-MEDICINE-INSIGHTS-ONCOLOGY OR CLINICAL-ONCOLOGY-IN-ADOLESCENTS-AND-YOUNG-ADULTS OR COLORECTAL-CANCER OR CONTROVERSIES-IN-TREATMENT-OF-LUNG- CANCER OR CONVERGENT-SCIENCE-PHYSICAL-ONCOLOGY OR CURRENT-BREAST-CANCER-REPORTS OR CURRENT-CANCER-THERAPY-REVIEWS OR CURRENT-COLORECTAL-CANCER-REPORTS OR DROSOPHILA-MODEL-IN-CANCER OR ECANCERMEDICALSCIENCE OR EMERGING-CONCEPTS-TARGETING-IMMUNE-CHECKPOINTS-IN-CANCER-AND-AUTOIMMUNITY OR EPIGENETICS-AND- CANCER-PT-A OR EPIGENETICS-AND-CANCER-PT-B OR EUROPEAN-UROLOGY-ONCOLOGY OR EXOSOMES-STEM-CELLS-AND-MICRORNA-AGING-CANCER-AND-AGE-RELATED-DISORDERS OR EXPERIMENTAL-HEMATOLGY-ONCOLOGY OR EXPERIMENTAL-HEMATOLOGY-ONCOLOGY OR FRONTIERS-IN-ONCOLOGY OR FRONTIERS-OF-RADIATION-THERAPY-AND-ONCOLOGY OR GACETA-MEXICANA-DE-ONCOLOGIA OR GYNECOLOGIC-ONCOLOGY-REPORTS OR HEPATIC-ONCOLOGY OR HETEROGENEITY-OF-CANCER-METABOLISM OR HORMONES-AND-BREAST-CANCER OR HSF1-AND-MOLECULAR-CHAPERONES-IN-BIOLOGY-AND-CANCER OR HUMAN-CELL-TRANSFORMATION-ADVANCES-IN-CELL-MODELS-FOR-THE-STUDY-OF-CANCER-AND-AGING OR HYPOXIA-AND-CANCER-METASTASIS OR IMPACT-OF-GENETIC-TARGETS-ON-CANCER-THERAPY OR IMPROVING-OUTCOMES-FOR-BREAST-CANCER-SURVIVORS-PERSPECTIVES-ON-RESEARCH-CHALLENGES-AND-OPPORTUNITIES OR IMRT-IGRT-SBRT-ADVANCES-IN-THE-TREATMENT-PLANNING-AND-DELIVERY-OF-RADIOTHERAPY OR INDIAN-JOURNAL-OF-GYNECOLOGIC-ONCOLOGY OR INDIAN-JOURNAL-OF-MEDICAL-AND-PAEDIATRIC-ONCOLOGY OR INDIAN-JOURNAL-OF-SURGICAL-ONCOLOGY OR INTERNATIONAL-CANCER-CONFERENCE-JOURNAL OR INTERNATIONAL-JOURNAL-OF-BREAST-CANCER OR INTERNATIONAL-JOURNAL-OF-CANCER-MANAGEMENT OR INTERNATIONAL-JOURNAL-OF-ENDOCRINE-ONCOLOGY OR INTERNATIONAL-JOURNAL-OF-SURGERY-ONCOLOGY OR INTERNATIONAL-JOURNAL-OF-SURGICAL-ONCOLOGY OR IRANIAN-JOURNAL-OF-CANCER-PREVENTION OR IRANIAN-JOURNAL-OF-PEDIATRIC-HEMATOLOGY-AND-ONCOLOGY OR JAMA-ONCOLOGY OR JCO-CLINICAL- CANCER-INFORMATICS OR JCO-GLOBAL-ONCOLOGY OR JCO-ONCOLOGY-PRACTICE OR JCO-PRECISION-ONCOLOGY OR JMIR-CANCER OR JNCI-CANCER-SPECTRUM OR JOURNAL-FOR-IMMUNOTHERAPY-OF-CANCER OR JOURNAL-OF-CANCER-EPIDEMIOLOGY OR JOURNAL-OF-CANCER-POLICY OR JOURNAL-OF-CANCER-PREVENTION OR JOURNAL-OF-COMMUNITY-AND-SUPPORTIVE-ONCOLOGY OR JOURNAL-OF-ENVIRONMENTAL-SCIENCE-AND-HEALTH-PART-C-ENVIRONMENTAL-CARCINOGENESIS-ECOTOXICOLOGY-REVIEWS OR JOURNAL-OF-EXPERIMENTAL-THERAPEUTICS-AND-ONCOLOGY OR JOURNAL-OF-GASTRIC-CANCER OR JOURNAL-OF-GASTROINTESTINAL-CANCER OR JOURNAL-OF-GASTROINTESTINAL-ONCOLOGY OR JOURNAL-OF-GLOBAL-ONCOLOGY OR JOURNAL-OF-HEPATOCELLULAR-CARCINOMA OR JOURNAL-OF-KIDNEY-CANCER-AND-VHL OR JOURNAL-OF-ONCOLOGY OR JOURNAL-OF-ONCOLOGY-PHARMACY-PRACTICE OR JOURNAL-OF-ONCOLOGY-PRACTICE OR JOURNAL-OF-PANCREATIC-CANCER OR JOURNAL-OF-RADIATION-ONCOLOGY OR JOURNAL-OF-RADIOTHERAPY-IN-PRACTICE OR JOURNAL-OF-SKIN-CANCER OR JOURNAL-OF-THE-EGYPTIAN-NATIONAL-CANCER-INSTITUTE OR LIVER-CANCER OR LONG-AND-SHORT-NONCODING-RNAS-IN-CANCER-BIOLOGY OR LUNG-CANCER-AND-AUTOIMMUNE-DISORDERS OR LUNG-CANCER-AND-PERSONALISED-MEDICINE-NOVEL-THERAPIES-AND-CLINICAL-MANAGEMENT OR LUNG-CANCER-MANAGEMENT OR LUNG-CANCER-TARGETS-AND-THERAPY OR MEMO-MAGAZINE-OF-EUROPEAN-MEDICAL-ONCOLOGY OR METALLOTHIONEINS-IN-NORMAL-AND-CANCER-CELLS OR MHC-CLASS-I-LOSS-AND-CANCER-IMMUNE-ESCAPE OR MICRORNA-CANCER-REGULATION-ADVANCED-CONCEPTS-BIOINFORMATICS-AND-SYSTEMS-BIOLOGY-TOOLS OR MIDDLE-EAST-JOURNAL-OF-CANCER OR MIRNAS-IN-AGING-AND-CANCER OR MOLECULAR-AND-CELLULAR-CHANGES-IN-THE-CANCER-CELL OR MOLECULAR-AND-CLINICAL-ONCOLOGY OR MOLECULAR-BIOLOGY- OF-CANCER-TRANSLATION-TO-THE-CLINIC OR MOLECULAR-CELLULAR-ONCOLOGY OR MOLECULAR-DIAGNOSTIC-IMAGING-IN-PROSTATE-CANCER-CLINICAL-APPLICATIONS-AND-TREATMENT-STRATEGIES OR MOLECULAR-GENETICS-OF-ENDOMETRIAL-CARCINOMA OR NANOMEDICINE-CANCER-DIABETES-AND-CARDIOVASCULAR-CENTRAL-NERVOUS-SYSTEM-PULMONARY-AND-INFLAMMATORY-DISEASES OR NASOPHARYNGEAL-CARCINOMA-KEYS-FOR-TRANSLATIONAL-MEDICINE-AND-BIOLOGY OR NATURAL-PRODUCTS-IN-CANCER-PREVENTION-AND-THERAPY OR NEURO-ONCOLOGY-PRACTICE OR NON-CODING-RNAS-IN-COLORECTAL-CANCER OR NOTCH-SIGNALING-IN-EMBRYOLOGY-AND-CANCER OR NOVEL-BIOMARKERS-IN-THE-CONTINUUM-
OF-BREAST-CANCER OR NPJ-BREAST-CANCER OR NPJ-PRECISION-ONCOLOGY OR NUTRITION-AND-PHYSICAL-ACTIVITY-IN-AGING-OBESITY-AND-CANCER OR OBESITY-FATTY-LIVER-AND-LIVER-CANCER OR OCULAR-ONCOLOGY-AND-PATHOLOGY OR ONCOLOGY-AND-THERAPY OR ONCOLOGY-IN-CLINICAL-PRACTICE OR ONCOLOGY-REVIEWS OR ONKOLOGIJA OR PERSONALISED-MEDICINE-LESSONS-FROM-NEURODEGENERATION-TO-CANCER OR POLYPLOIDISATION-AND-CANCER OR PRACTICAL-RADIATION-ONCOLOGY OR PROGRESS-IN-CANCER-IMMUNOTHERAPY OR PROMININ-1-CD133-NEW-INSIGHTS-ON-STEM-CANCER-STEM-CELL-BIOLOGY OR PROSTATE-CANCER OR PROSTATE-CANCER-CELLULAR-AND-GENETIC-MECHANISMS-OF-DISEASE- DEVELOPMENT-AND-PROGRESSION-2ND-EDITION OR RADIATION-ONCOLOGY-JOURNAL OR RECENT-RESULTS-IN-CANCER-RESEARCH OR REGULATION-OF-CANCER-IMMUNE-CHECKPOINTS-MOLECULAR-AND-CELLULAR-MECHANISMS-AND-THERAPY OR REHABILITATION-ONCOLOGY OR REPORTS-OF-PRACTICAL-ONCOLOGY-AND-RADIOTHERAPY OR REPRODUCTIVE-HEALTH-AND-CANCER-IN-ADOLESCENTS-AND-YOUNG-ADULTS OR RESPIRATORY-CARCINOGENESIS OR REVISTA-COLOMBIANA-DE-CANCEROLOGIA OR REVUE-D-ONCOLOGIE-HEMATOLOGIE-PEDIATRIQUE OR ROLE-OF-BIOACTIVE-LIPIDS-IN-CANCER-INFLAMMATION-AND-RELATED-DISEASES OR RUNX-PROTEINS-IN-DEVELOPMENT-AND-CANCER OR SEMINARS-IN-ONCOLOGY-NURSING OR SOUTH-ASIAN-JOURNAL-OF-CANCER OR SOUTHERN-AFRICAN-JOURNAL-OF-GYNAECOLOGICAL-ONCOLOGY OR STEM-CELLS-HETEROGENEITY-IN-CANCER OR STEM-CELLS-PRE-NEOPLASIA-AND-EARLY-CANCER-OF-THE-UPPER-GASTROINTESTINAL-TRACT OR TARGETED-THERAPY-OF-COLORECTAL-CANCER-SUBTYPES OR TOWARD-PERSONALISED-MEDICINE-FOR-CANCER OR TRANSLATIONAL-CANCER-RESEARCH OR TRANSLATIONAL-GASTROINTESTINAL-CANCER OR TRANSLATIONAL-LUNG-CANCER-RESEARCH OR TRANSLATIONAL-RESEARCH-AND-ONCO-OMICS-APPLICATIONS-IN-THE-ERA-OF-CANCER-PERSONAL-GENOMICS OR TRANSLATIONAL-RESEARCH-IN-BREAST-CANCER-BIOMARKER-DIAGNOSIS-TARGETED-THERAPIES-AND-APPROACHES-TO-PRECISION-MEDICINE OR TRENDS-IN-CANCER OR TURK-ONKOLOGI-DERGISI-TURKISH-JOURNAL-OF-ONCOLOGY OR TURK-ONKOLOJI-DERGISI-TURKISH-JOURNAL-OF-ONCOLOGY OR UROONKOLOJI-BULTENI-BULLETIN-OF-UROONCOLOGY OR VIRUSES-GENES-AND-CANCER OR WORLD-CANCER-RESEARCH-JOURNAL OR WORLD-JOURNAL-OF-CLINICAL-ONCOLOGY OR WORLD-JOURNAL- OF-GASTROINTESTINAL-ONCOLOGY OR WORLD-JOURNAL-OF-ONCOLOGY)
TI=((ANTITUMOUR* NOT NECROSIS) OR (HPV* NOT PARVO*) OR (IRRADIATION AND FRACTIONATED) OR (MYC NOT (C OR N)) OR (PML AND (APOPTO* OR GENE OR NUCLEAR OR NUCLEUS OR PROTEIN* OR RAR* OR UBIQUITIN)) OR (TOPOISOMERASE AND INHIBITOR) OR (TUMO*R* NOT NECROSIS) OR 5T4 OR ADENOCARCINOMA OR ADENOCARCINOMAS OR ADENOMA OR ADENOMAS OR ADENOSARCOMAS OR ADENOSARCOMA OR ADRIAMYCIN OR AGR3 OR AKAP13 OR ALEMTUZUMAB OR ALEX2 OR ALTRETAMINE OR AMELOBLASTOMA OR AMELOBLASTOMAS OR AMIFOSTINE OR AML OR ANASTROZOLE OR ANGIOSARCOMA OR ANGIOSARCOMAS OR ANTICANCER* OR ANTICARCINO* OR ANTILEUKEMIC OR ANTIMELANOMA OR ANTIMYELOMA OR ANTINEOPLAS* OR ANTIPROLIF* OR ANTITUMO*R OR ARIMIDEX* OR ARMCX1 OR AROMATASE OR ASTROCYTOMA OR ASTROCYTOMAS OR AZACITIDINE OR B-8801 OR BCAR1 OR BCL2 OR BCL2 OR BCR-ABL OR BCR/ABL OR BICALUTAMIDE OR BIN2 OR BIOREDUCTIVE OR BLEOMYCIN OR BORTEZOMIB OR BRAF OR BRAP1 OR BRCA OR BRCA1 OR BRCA2 OR BRCC3 OR BRACHYTHERAPY OR BRI3BP OR BRMS1 OR BRYOSTATIN* OR BUSULFAN OR C2ORF40 OR CAELYX* OR CAGE1 OR CAGE-1 OR (CANCER* NOT (CRAB OR LYNX-CANCER OR TROPIC)) OR CAPECITABINE OR CARBOGEN OR CARBOPLATIN OR (CARCINO* NOT (CARCINOSCORPUS OR CARCINONEMERT*)) OR CARMUSTINE OR CDKN2A OR CDX2 OR CEA OR CEP290 OR CERVICAL SMEAR OR CETUXIMAB OR CHEMOPREVENT* OR CHEMORADIOTHERAPY OR CHEMOSENSITIV* OR (CHEMOTHERAP* NOT (MALARIA OR TB OR TUBERCULOSIS)) OR CHLORAMBUCIL OR CHOLANGIOCARCINOMA OR CHONDROSARCOMA OR CHORIOCARCINOMA OR CIN OR CISPLATIN OR CLADRIBINE OR CLL OR CML OR COMBRETASTATIN OR CRANIOPHARYNGIOMA OR CT45-1 OR CT47 OR CYCLOPHOSPHAMIDE OR CYSTADENOCARCINOMA OR CYSTADENOMA OR CYTARABINE OR CYTOSINE-ARABINOSIDE OR DACARBAZINE OR DASATINIB OR DAUNORUBICIN OR DBC1 OR DDX53 OR DECITABINE OR DERMATOFIBROSARCOMA OR DOCETAXEL OR DOXORUBICIN* OR DU-PAN-2 OR DYSGERMINOMA OR DYSGERMINOMAS OR EBAG9 OR ECRG OR EEF1A1 OR ELAC2 OR EORTC OR EPENDYMOMA OR EPIRUBICIN OR ERBB* OR ERLOTINIB OR ESTRAMUSTINE OR ETOPOSIDE* OR ETV2 OR EXEMESTANE OR FIBROMA OR FIBROSARCOMA OR FLI1 OR FLOXURIDINE OR FLUOROURACIL OR FOS OR FULVESTRANT OR GA50 OR GANGLIOGLIOMA OR GANGLIOGLIOMAS OR GANGLIONEUROBLASTOMA OR GEFITINIB OR GEMCITABINE OR GEMTUZUMAB OR GERMINOMA OR GLEASON OR GLEVEC* OR GLIOBLASTOMA OR GLIOMA OR GLIOSARCOMA OR GLIVEC OR GOSERELIN OR HCCR1 OR HEMANGIOBLASTOMA OR HEMANGIOENDOTHELIOMA OR HEMANGIOSARCOMA OR HEPATOBLASTOMA OR HEPATOCARCINO* OR HEPATOMA OR HER2 OR HERCEPTIN* OR HISTIOCYTOMA OR HODGKIN DISEASE OR HODGKINS OR HRPT2 OR HYPERNEPHROMA
OR IBRITUMOMAB-TIUXETAN OR IDARUBICIN OR IFOS*AMIDE* OR IMATINIB OR IMRT OR INSULINOMA OR INTRATUMOUR* OR IODINE-131-ANTI-B1-ANTIBODY OR IPILIMUMAB OR IRESSA OR IRINOTECAN OR IXABEPILONE OR JUN OR L514S OR L552S OR LAPATINIB OR LCAP OR LEIOMYOMA OR LEIOMYOSARCOMA OR LENALIDOMIDE OR LETMD1 OR LETROZOLE OR LEUKAEM* OR LEUKEM* OR LI FRAUMENI OR LIPOSARCOMA OR LOMUSTINE OR LY2K OR LYMPHOBLASTIC OR LYMPHOMA* OR LYMPHOPROLIFERATIVE OR MACC1 OR MALIGNANC* OR MALIGNANT OR MAMMOGRA* OR MAP3K8 OR MASTECTOM* OR MEDULLOBLASTOMA OR MELANOMA OR MELPHALAN* OR MENINGIOMA OR MERCAPTOPURINE OR MESOTHELIOMA OR METASTAS* OR METASTAT* OR METHYLGUANINE OR MITOMYCIN OR MITOXANTRONE OR MLH1 OR MLL OR MSH OR MSH2 OR MUC1 OR MYB OR MYELODYSPLAS* OR MYELOID OR MYELOMA* OR MYELOPROLIFERATIVE OR MYXOFRIBOSARCOMA OR NEOPLAS* OR NEPHROBLASTOMA OR NEPHROMA OR NEURINOMA OR NEUROBLASTOMA OR NEUROFIBROSARCOMA OR NEUROMA OR NHL OR NSCLC OR NUP98 OR OLIGOASTROCYTOMA OR OLIGODENDROGLIOMA OR ONCOGEN* OR ONCOLOG* OR ONCOLYTIC OR ONCOPROTEIN OR OSTEOSARCOMA OR OXALIPLATIN OR P12INK4A OR PANITUMAB OR PAP-SMEAR OR PAPILLOMA OR PAX3 OR PBOV1 OR PEGASPARGASE OR PEMETREXED OR PENTOSTATIN OR PEUTZ OR PHEOCHROMOCYTOMA OR PHTOTODYNAMIC-THERAP* OR PLASMACYTOMA OR PML/RAR* OR PMS1 OR POLYCYTHEMIA-RUBRA OR PPHLN1 OR PROCARBAZINE OR PROSTATECTOMY OR PROTOONCOGEN* OR PROSTATE-SPECIFIC-ANTIGEN OR PTEN OR RAD51 OR RADIATION-THERAPY OR RADIOSENSI* OR RADIOSURGERY OR RADIOTHERAP* OR RALTITREXED OR RB1 OR RCVRN OR RET OR RETINOBLASTOMA OR RHABDOMYOSARCOMA OR RHOBTB2 OR SARCOMA OR SCHWANNOMA OR SDCCAG OR SEMINOMA OR SFXN4 OR SKCG-1 OR SLC35C2 OR SNCG OR SORAFENIB OR SPANXC OR SRC OR STEAP2 OR SUNITINIB OR TAMOXIFEN OR TARCEVA OR TAXOL OR TAXOTERE OR TBC1D3 OR TCCSG OR TEMODAL OR TEMOZOL*MIDE OR TEMSIROLIMUS OR TENIPOSIDE OR TERATOMA OR TFF1 OR THIOGUANINE OR THIOTEPA OR THYMOMA OR TOMOTHERAPY OR TOMUDEX OR TOPOTECAN OR TP53 OR TRASTUZUMAB OR TREOSULFAN OR TROVAX OR TSC1 OR UOEH-LC-1 OR VCRP PROTOCOL OR VINBLASTINE OR VINCRISTINE OR VINORELBINE OR VWA5A OR WALDENSTROM* OR XAGE1A OR XERODERMA-PIGMENTOSUM OR ZOLEDRONIC-ACID OR ABIRATERONE OR ANTHRACYCLINE OR ANTHRACYCLINES OR ANTILEUKEMIA OR AXITINIB OR BLINATUMOMAB OR BOSUTINIB OR BRENTUXIMAB OR CARFILZOMIB OR CATUMAXOMAB OR CEDIRANIB OR CERITINIB OR CHEMORADIATION OR CHORDOMA OR CRIZOTINIB OR CYSTECTOMY OR DCIS OR DINACICLIB OR DOVITINIB OR ENZALUTAMIDE OR ERIBULIN OR ESOPHAGECTOMY OR ESTHESIONEUROBLASTOMA OR FUNGOIDES OR (GIST AND GASTR*) OR HCC OR HNSCC OR IBRUTINIB OR IDELALISIB OR LIPOBLASTOMA OR LYMPHADENECTOMY OR LYNCH-SYNDROME OR NILOTINIB OR OESOPHAGECTOMY OR OSTEOCHONDROMA OR OSTEOCHONDROMAS OR PACLITAXEL OR PANCREATICODUODENECTOMY OR PANCREATOBLASTOMA OR PANCREATODUODENECTOMY OR PANITUMUMAB OR PARANEOPLASTIC OR PAZOPANIB OR POSTMASTECTOMY OR PROTON-BEAM-THERAPY OR PSEUDOMYXOMA OR PSEUDOMYXOMAS OR REGORAFENIB OR SBRT OR TRAMETINIB OR VEMURAFENIB OR VISMODEGIB OR VMAT)
Appendix B
Summary table of all included studies.