http://www.mathewsopenaccess.com/PDF/Cancer-Science/M_J_Cancer_1_1_002.pdf
Treatment of malignant neoplasms
is one of the major issues in global health care research. Recent advances in
therapeutic, diagnostic, and palliative opportunities enabled patients
concerned to prolong their overall as well as diseasespecific survival at an
acceptable quality of life level. Despite these unmistakable improvements,
however, cancer is responsible for so many deaths, which points to the fact
that there are still many things we don’t know about the disease. One reason is
for sure the genesis of malignant tumours is still obscure to date, which is
why oncological research comprises so many different areas including in-vitro
studies, animal experiments, and studies in the above mentioned fields.
Furthermore, determinants for the development of malignancies are captured by
epidemiological and genome wide association studies. According to the broad
range of study types and experimental designs in oncological research, specific
aspects of statistical analysis has to be considered when planning, conducting,
analysing, and interpreting respective data. A major issue in preclinical
studies using animals is the question how many animals should be applied in
order to ensure reliable findings.
However, a general problem in animals
studies is the fact that there is hardly preparatory knowledge that could be
used within the process of sample size estimation. This has to be taken into
account when the results of such studies are to be interpreted. The planning
and analysis of therapy studies in oncology include complex approaches these
days. Trials with sequential testing procedures, adaptive sample size
calculation plans, and advanced statistical models to analyse the data have been
established in recent years. In particular, these methods concern the
appropriate handling of time-to-event data including possibly recurrent events.
These methods enable a more reliable description of the investigated research
question and contribute to the aim of producing evidence-based findings in
health care research. Certainly, the application of complex statistical
approaches and principles requires sound expertise in the statistical field
which cannot be demanded 1 Received Date: 27 Jan 2016 Accepted Date: 28 Jan
2016 Published Date: 29 Jan 2016 Copyright © 2016 Benjamin M Citation: Benjamin
M (2016) Evidence and Sincerity - That’s What it’s All About! M J Cancer 1(1):
002. of principal investigators with a medical background. It is therefore all
the more important to join expert knowledge in health care research by
incorporating distinct scientific fields related to the particular projects. In
order to generate reliable findings in cancer research it is mandatory to
conduct high quality studies. Due to the relevance of cancer in global health,
novel insights in genesis and treatment of malignant neoplasms are longingly
expected. Hence, doubtful results do not put forward oncological research in
the desired manner, and this is why there should be put so much emphasis on
high quality analyses. But the generation of findings according to the
principle of evidencebased medicine does not only involve to apply the most
appropriate statistical methods and study designs, it is also important to
properly conclude from the results. Specifically, a proper interpretation of
p-values requires attention.
The question whether the reported p-values in a
manuscript have to be interpreted in a confirmative or a rather explorative
manner cannot be decided distinctly sometimes. In case of multiple research
hypotheses to be investigated by means of one data set it is all the more
important to have a decision on that, since p-values with a confirmative
interpretation necessitate to adjust the overall significance level according
to the number of hypotheses to be tested. The highest level of information
gained from scientific studies is of course grounded on systematic reviews and
meta-analyses. They summarize the various results available from single studies
in order to provide a final evaluation of a specific topic of research.
Nevertheless, also the merit of a systematic review or meta-analysis has to be
critically discussed according to the studies included. If there has been put
garbage in, one will get garbage out.
It is the duty of all authors,
reviewers, and editors to work, assess, and publish in accordance with the
guidance of good clinical practice. High quality results can only be generated
by studies implementing high quality methods. It is mandatory to controversially
discuss the value and limitations of study Citation: Benjamin M (2016) Evidence
and Sincerity - That’s What it’s All About! M J Cancer 1(1): 002.
www.mathewsopenaccess.com Citation: Benjamin M (2016) Evidence and Sincerity -
That’s What it’s All About! M J Cancer 1(1): 002. 2 results arising from the
given conditions. In light of the actually complex analysis methods applied in
oncological research partially it is all the more important that authors will
provide comprehensive information on the methods used for study design and
analysis. Reporting of the results should adhere to established guidelines,
like e.g. the CONSORT statement for clinical studies, the STROBE guideline for
observational studies, the PRISMA guidance for systematic reviews and meta-analyses,
and finally the ARRIVE guidelines for animal studies. Strictly following the
respecting checklists will ensure that all important aspects are mentioned
within an article, which is worthwhile for both authors and readers. Advances
in cancer research could only be established in daily practice if the
underlying evidence is convincing. An appropriate and up-to-date methodology
applied to research data is a compulsory requirement. Since many current
methodological developments in the statistical field necessitate expert
knowledge, researchers of involved fields are encouraged to team up in order to
draw on all relevant pieces of expertise. Specifically, statistical experts
should accept responsibility that analysis results are interpreted correctly
and reported sincerely. Since cancer is the second most common cause of death
in the industrial countries, its treatment and the understanding of its genesis
are of major interest for global health care research. So let’s go and pool our
strengths!
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