safety
Overview
Safety is a broad biomedical and clinical concept referring to the degree to which an intervention, procedure, device, or program avoids causing unacceptable harm. In medical research, safety is commonly evaluated alongside efficacy, tolerability, pharmacokinetics, immunogenicity, and feasibility to determine whether a candidate therapy can be advanced into later-stage clinical development or real-world use. Safety assessment typically includes monitoring adverse events, dose-limiting toxicities, organ-specific effects, and the balance between benefit and risk.
In translational and clinical studies, safety is not a standalone biological mechanism but a critical outcome measure that informs therapeutic design across many modalities, including small molecules, vaccines, neuromodulation, chemotherapy, gene editing, and behavioral interventions. Investigators frequently refine molecular structure, dosing schedules, route of administration, or delivery systems to improve safety while preserving efficacy, and safety is often considered together with tolerability and clinical outcomes such as objective response rate, progression-free survival, overall survival, quality of life, and treatment adherence.
New Publications Today (1)
- PMID 42600062 — Health Care Professionals' Perspectives on Conversational Mental Health Chatbots: Protocol for a Systematic Review.
Recent Publications Summary
Recent publications demonstrate systematic evaluation of safety across diverse therapeutic modalities and clinical contexts. Safety was studied as a primary endpoint in multiple drug development trials, clinical efficacy studies, and emerging non-pharmacological interventions, spanning pharmaceutical optimization, vaccines, brain stimulation, and digital health tools.
In pharmaceutical development, several studies focused on optimizing drug safety profiles while maintaining therapeutic efficacy. A bacterial topoisomerase inhibitor series underwent design optimization specifically to improve safety by modifying the DNA-intercalating moiety to reduce cardiotoxicity and cytotoxicity 42593901Aug. Multiple compounds demonstrated reduced hERG channel binding and cytotoxicity, with zebrafish embryo assays showing nontoxicity for compounds 6, 20, 24, and 25, while compound 13 exhibited toxicity only at high doses 42593901Aug. In a clinical trial of neoadjuvant chemotherapy for esophageal squamous cell carcinoma, a biweekly divided-dose DCF regimen was evaluated for safety and feasibility, with grade ≥3 adverse events occurring in 44.4% of patients, representing an important consideration for tolerability in clinical practice 42527061Jul. Pharmacokinetic safety was also examined in studies of GST-HG171, an orally administered 3C-like protease inhibitor for COVID-19, which was assessed in patients with varying degrees of renal impairment and demonstrated generally acceptable tolerability 42455066Jul.
Safety evaluations extended to biological interventions and novel therapeutic modalities. A systematic safety and tolerability assessment of kilohertz transcranial magnetic perturbation, a non-invasive brain stimulation technique, encompassed 433 sessions across 143 individuals, with participants rating annoyance, muscle activation, and pain on standardized scales 42546760Aug. Vaccine safety was studied in a phase III randomized, double-blind, active-controlled trial of a serum-free rabies vaccine administered using simplified schedules to 2000 healthy participants 42456561Jul, while a phase 1 open-label dose escalation study evaluated the safety and pharmacokinetics of TV-46000, an extended-release injectable suspension of risperidone for subcutaneous administration 42295697Jun. Safety and efficacy of intralesional amphotericin B for Old World cutaneous leishmaniasis was prospectively evaluated in 50 patients 41846578Mar.
Emerging research addressed safety considerations for lifestyle interventions and digital health tools. A feasibility trial protocol was developed to evaluate the acceptability and safety of a 4:3 intermittent fasting weight loss program tailored to breast cancer survivors 42492498Jul. Additionally, healthcare professionals' perspectives on the safety, ethical use, and implementation of conversational mental health chatbots informed discussions about the broader implications of AI-based tools in clinical and consumer mental health contexts 42600062Aug.
What Changes, What Holds
1. Safety assessment spans pharmaceutical development, vaccines, neuromodulation, and digital health
REINFORCES Across pharmaceutical development, vaccines, neuromodulation, and digital health, publications document systematic safety evaluation, confirming the diversity the Overview already establishes. Digital health tools mark an expansion beyond the behavioral interventions the baseline names, though this paragraph provides no evidence distinguishing that domain.
2. Molecular modification improves drug safety while maintaining therapeutic efficacy
REINFORCES Design optimization to reduce cardiotoxicity and cytotoxicity—such as modification of DNA-intercalating moieties to lower hERG binding 42593901Aug—reflects the established practice of refining molecular structure for safety. Clinical safety data on chemotherapy regimens further confirms that systematic adverse event monitoring continues as standard 42527061Jul, consistent with the Overview's emphasis on monitoring harms and benefit-risk balance.
3. Non-pharmacological interventions and emerging formulations require systematic safety protocols
REINFORCES Kilohertz brain stimulation safety assessment 42546760Aug and phase III vaccine trials 42456561Jul confirm that systematic safety evaluation is standard practice across the neuromodulation and vaccine modalities the Overview identifies. Long-acting risperidone injections and intralesional amphotericin B demonstrate this pattern extending to novel delivery systems, consistent with the baseline's emphasis on diverse therapeutic modalities.
4. Digital mental health tools demand investigation of safety, ethics, and implementation feasibility beyond traditional efficacy measurement
NEW DIRECTION Healthcare professionals' perspectives on chatbot safety, ethical use, and implementation 42600062Aug address considerations absent from the Overview—specifically, non-clinical harms, ethical boundaries, and implementation ethics for AI-based interventions. While behavioral interventions appear in the baseline, the ethical and implementation dimensions highlighted here are not discussed. Intermittent fasting safety in cancer survivors 42492498Jul represents conventional application of safety assessment to behavioral interventions.
Overview update candidates: none.
safety
Background Contexts
In the literature, the biological baseline, pathological conditions, or disease models commonly surrounding safety are described as follows:
- Cancer (Disease) — 4 papers: PMIDs 42492498, 42235269, 42024964, 41905170
- checkpoint inhibitor (Therapy) — 4 papers: PMIDs 42552867, 42527050, 42526918, 42149124
- hepatocellular carcinoma (Disease) — 4 papers: PMIDs 42562579, 42407326, 42385878, 41839756
- advanced solid tumors (Disease) — 3 papers: PMIDs 42527050, 42487497, 42149124
- breast cancer (Disease) — 3 papers: PMIDs 42570034, 42492498, 42235181
- immunogenicity (Biological Process) — 3 papers: PMIDs 42520925, 42480193, 42364277
- liver cancer (Disease) — 3 papers: PMIDs 42562579, 42407326, 41802810
- obesity (Disease) — 3 papers: PMIDs 42580835, 42530137, 42492498
- patient (Organism) — 3 papers: PMIDs 42550966, 42530475, 42434955
- United States Food and Drug Administration (Other) — 3 papers: PMIDs 42575718, 42542470, 42206665
- Alzheimer's disease (Disease) — 2 papers: PMIDs 42575718, 41931258
- Cancer-related mortality (Clinical Metric) — 2 papers: PMIDs 42562579, 42385878
Methodologies & Technologies Used
Researchers utilize the following experimental methods, imaging platforms, computational models, or biological reagents to study safety:
- patient (Organism) — 10 papers: PMIDs 42562579, 42527061, 42486523, 42474819, etc.
- pharmacokinetics (Other) — 4 papers: PMIDs 42530137, 42297668, 42048421, 41905170
- progression-free survival (Clinical Metric) — 4 papers: PMIDs 42552867, 42529520, 42527100, 42223072
- Adults (Other) — 3 papers: PMIDs 42550966, 42424990, 42008008
- healthy adults (Organism) — 3 papers: PMIDs 42546760, 42377397, 42307233
- immunohistochemistry (Technology) — 3 papers: PMIDs 42407326, 42160896, 42132892
- large language model (Technology) — 3 papers: PMIDs 42550966, 42530475, 42492486
- overall survival (Clinical Metric) — 3 papers: PMIDs 42552867, 42223087, 42223072
- Response Evaluation Criteria in Solid Tumors (Other) — 3 papers: PMIDs 42552867, 42535874, 42149124
- tolerability (Clinical Metric) — 3 papers: PMIDs 42530137, 42149124, 42048421
- Albumin (Clinical Metric) — 2 papers: PMIDs 42552867, 42297668
- antibody-drug conjugate (Therapy) — 2 papers: PMIDs 42535874, 42008777
Molecular Interventions & Targets
The primary molecular pathways, regulatory genes, enzymes, or therapeutic agents actively targeted and manipulated in relation to safety include:
- tolerability (Clinical Metric) — 3 papers: PMIDs 42546760, 42527061, 42455066
- durvalumab (Therapy) — 2 papers: PMIDs 42526918, 41832629
- feasibility (Other) — 2 papers: PMIDs 42527061, 42492498
- JAK2 (Protein) — 2 papers: PMIDs 42593935, 42160896
- monoclonal antibody (Therapy) — 2 papers: PMIDs 42364076, 42234540
- pembrolizumab (Therapy) — 2 papers: PMIDs 42535874, 42241967
- pharmacokinetics (Other) — 2 papers: PMIDs 42455066, 42295697
- Tumor-associated calcium signal transducer 2 (TACSTD2) (Protein) — 2 papers: PMIDs 42535874, 42132892
- 11f (Chemical) — 1 paper: PMIDs 42024964
- 14-P1 (Chemical) — 1 paper: PMIDs 42418259
- 15-valent pneumococcal conjugate vaccine (Therapy) — 1 paper: PMIDs 42546220
- 161 Tb (Chemical) — 1 paper: PMIDs 42444557
Observed Outcomes & Phenotypes
The phenotypic changes, physiological endpoints, or clinical metrics observed and measured in connection with safety include:
- progression-free survival (Clinical Metric) — 9 papers: PMIDs 42552867, 42552814, 42535874, 42529520, etc.
- Adverse Events (Other) — 8 papers: PMIDs 42572833, 42552867, 42546220, 42527100, etc.
- overall survival (Clinical Metric) — 8 papers: PMIDs 42552867, 42552814, 42535874, 42527050, etc.
- adverse event (Clinical Metric) — 7 papers: PMIDs 42600127, 42600067, 42552814, 42444557, etc.
- objective response rate (Clinical Metric) — 6 papers: PMIDs 42552814, 42535874, 42487497, 42385878, etc.
- pharmacokinetics (Other) — 6 papers: PMIDs 42487497, 42444557, 42418259, 42377397, etc.
- tolerability (Clinical Metric) — 6 papers: PMIDs 42487497, 42377397, 42307233, 42295697, etc.
- Age (Other) — 5 papers: PMIDs 42552814, 42527100, 42424990, 42235181, etc.
- hazard ratio (Clinical Metric) — 5 papers: PMIDs 42529520, 42241967, 42223087, 42223072, etc.
- acceptability (Clinical Metric) — 4 papers: PMIDs 42600067, 42580835, 42562579, 42284552
- Disease Control Rate (Clinical Metric) — 4 papers: PMIDs 42552867, 42527050, 42385878, 42149124
- Duration of response (Clinical Metric) — 4 papers: PMIDs 42557244, 42535874, 42487497, 42132892
General Takeaways & Clinical Potentials
The high-level concepts, clinical translations, and overarching conclusions proposed in the research surrounding safety are summarized below:
- efficacy (Other) — 5 papers: PMIDs 42527100, 42501111, 42385878, 42251842, etc.
- pharmacokinetics (Other) — 5 papers: PMIDs 42593903, 42434955, 42295697, 41802810, etc.
- antitumor activity (Clinical Metric) — 4 papers: PMIDs 42149124, 42148878, 41802810, 41627173
- safety profile (Clinical Metric) — 4 papers: PMIDs 42552867, 42529520, 42456561, 42434955
- effectiveness (Clinical Metric) — 3 papers: PMIDs 42570034, 42532410, 42424990
- feasibility (Other) — 3 papers: PMIDs 42550966, 42501111, 42108331
- tolerability (Clinical Metric) — 3 papers: PMIDs 42546760, 42532410, 42527100
- acceptability (Clinical Metric) — 2 papers: PMIDs 42570034, 42284552
- communicable disease control (Other) — 2 papers: PMIDs 42527100, 42527050
- immune response (Biological Process) — 2 papers: PMIDs 42456561, 42160896
- implementation (Other) — 2 papers: PMIDs 42600062, 42562579
- progression-free survival (Clinical Metric) — 2 papers: PMIDs 42529520, 42223072