Research in Perioperative Care of the Cancer Patient: Opportunities and Challenges
Abstract
:1. Introduction
1.1. Challenges with In Vitro Studies
1.2. In Vivo Preclinical Studies
2. Challenges with Studies in Humans
3. Conclusions
Funding
Conflicts of Interest
References
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Characteristic | Limitations/Challenges |
---|---|
Research or administrative database | Difficult to validate. Created for billing purposes, not for research. |
Quality of data | Low quality due to confounding. Relies on the accuracy of written records. Susceptible to selection, memory, and prescription biases. Proper “controls” are difficult to obtain. Not recommended for determining incidence. |
Population | Sometimes poorly defined. Definitions of the study disease or outcome may change over time. Not a good source for very rare diseases. |
Outcomes | Usually poorly defined and captured due to missing data. Does not allow calculating relative risks. |
Interpretation of the results | Cannot determine causality. Demonstrate an association between the exposure and the outcomes. Results are, at best, hypothesis-generating. Not generalizable due to selection bias. |
Characteristic | Limitations/Challenges |
---|---|
Funding | Typically expensive studies. High cost per patient. Federal funding is usually low. |
Patient accrual/Monitoring | Typically low. Even more challenging to investigate infrequent adverse effects. Extensive on-site monitoring. |
Clinical research personnel | Complex studies may require personnel with expertise in the perioperative environment. |
Outcomes | Usually long-term, recurrence or death. Surrogate outcomes do not always correlate with overall survival. Endpoint adjudication can be difficult. Establishing cancer recurrence or progression is subject to error bias. The definition of “clinically meaningful” can be challenging. |
Hypothesis | Equipoise between treatment options versus directional hypothesis testing. |
Validity | It may lack generalizability since recruited patients may differ from the population of interest (volunteer bias). Loss of follow-up may threaten the validity of outcomes. |
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Cata, J.P. Research in Perioperative Care of the Cancer Patient: Opportunities and Challenges. Curr. Oncol. 2023, 30, 1186-1195. https://doi.org/10.3390/curroncol30010091
Cata JP. Research in Perioperative Care of the Cancer Patient: Opportunities and Challenges. Current Oncology. 2023; 30(1):1186-1195. https://doi.org/10.3390/curroncol30010091
Chicago/Turabian StyleCata, Juan P. 2023. "Research in Perioperative Care of the Cancer Patient: Opportunities and Challenges" Current Oncology 30, no. 1: 1186-1195. https://doi.org/10.3390/curroncol30010091
APA StyleCata, J. P. (2023). Research in Perioperative Care of the Cancer Patient: Opportunities and Challenges. Current Oncology, 30(1), 1186-1195. https://doi.org/10.3390/curroncol30010091