concentration dose cell concentrations viability
Research gap analysis derived from 2 biology papers in our local library.
The gap
The mixed micelle cytotoxicity test used 50-fold dilution in DMEM; the concentration-dependent effects of flaxseed lignan macromolecules on Caco-2 cell viability, tight junction integrity (TEER values), and absorption capacity at undiluted or physiologically relevant concentrations have not been evaluated.; Cell viability was evaluated using hydrogel extracts at a single concentration (100 mg mL⁻¹); dose-response studies with varying hydrogel concentrations are not reported.
Research trend
Emerging — attention growing, methods still coalescing.
Supporting evidence — 2 representative gaps
- Dynamic OP–Gel–PVP Hydrogels with Tunable Network Properties for Injectable, Self-Healing, and Adhesive Biomaterial Applications (2026) · doi
Cell viability was evaluated using hydrogel extracts at a single concentration (100 mg mL⁻¹); dose-response studies with varying hydrogel concentrations are not reported.
Keywords: hydrogel cell viability evaluated using extracts single concentration dose response varying concentrations reported - The regulation mechanism of α-linolenic acid bioavailability by flaxseed lignan macromolecules in O/W emulsions (2026) · doi
The mixed micelle cytotoxicity test used 50-fold dilution in DMEM; the concentration-dependent effects of flaxseed lignan macromolecules on Caco-2 cell viability, tight junction integrity (TEER values), and absorption capacity at undiluted or physiologically relevant concentrations have not been evaluated.
Keywords: Caco-2 cells cytotoxicity TEER tight junctions flaxseed lignan mixed micelles dose-response
Working on this gap? Publish with us.
Science AI Journal reviews manuscripts in under 15 minutes with 8 specialised AI reviewers calibrated on 23,000+ real peer reviews. Open access, CC BY 4.0.
Related gaps in biology
- predictive extreme value field externalFurther investigation is needed to replicate the model in larger, more diverse cohorts, including female athletes, young athle…
- site capture differences management trueWhile the paper references agricultural intensification and forest management as drivers of passerine population changes (citing Reif et al.…
- financial sector institution sectors managementThe paper documents that leverage (LEV) exhibits a positive coefficient (1.525-1.472) driven by tax shield benefits but issues a cautionary …
- excerpt discussion directions explicit withoutThe excerpt provided contains only supporting spectral information and DFT frequency calculations without explicit discussion of research ga…