robust marker

USAGE SUMMARY

The phrase "robust marker" is correct and usable in written English.
It can be used to describe a strong or effective indicator or sign of something, often in contexts like research, data analysis, or product features. Example: "The study identified a robust marker for predicting patient outcomes in clinical trials."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

pERK1/2 can be used as a dynamic, rapid and robust marker of noxious stimulation, as ERK1/2 phosphorylation can occur within a minute [21].

The Journal of Headache and Pain

Hence, RM6844, a codominant SSR, located 0.16 Mb upstream of AHAS (LOC_Os02g30630) can serve as a robust marker for MAB of this trait.

Rice

Because miRNA levels will be elevated for breast cancer types, miRNAs are a potentially sensitive and robust marker for the diagnosis of breast cancer.

Nano-Micro Letters

Two experiments were designed to test the hypothesis that the copper chaperone for superoxide dismutase (CCS) would be a robust marker after marginal CuD.

Nutrition Research

Hsp70 was found to be over-expressed in both cancer tissue samples and cultured cancer cells by several different groups [120, 137, 138] making it a more robust marker.

Clinical and Translational Medicine

The pERK1/2 is suggested to represent a rapid and robust marker of activation and inflammation [27, 28], whereas IL-1β is a late marker of maintained neuropathic pain [29].

The Journal of Headache and Pain

Despite the importance of such a relationship in the context of finding a robust marker of disease progression, most studies describing automated DaTSCAN analysis methods do not address the correlation between quantitative measures and clinical scales.

EJNMMI Physics

Using a rotating bioreactor system with simulated microgravity conditions, the entire mouse inner ear organ can be maintained in culture for up to seven days with preservation of sensory organ morphology and robust marker protein expression in sensory hair cells.

Journal of Neuroscience Methods

The Ki67 antigen is present only in actively dividing cells and is a robust marker of cell replication.

Plosone

Induction of c-Fos is an early marker of neuronal activity and is a robust marker of seizure activity [25].

Plosone

We co-stained the AZIN2-containing MC granules with tryptase, a robust marker of classical secretory granules in MCs, in order to further characterize the granules.

Plosone

Expert writing Tips

Best practice

When using "robust marker", ensure the context clearly defines what the marker is indicating or measuring. Clarity is key for effective communication, especially in scientific and technical writing.

Common error

Avoid claiming a marker is "robust" without sufficient evidence. Ensure your data supports the claim that the marker is reliable and consistent across various conditions. Overstating robustness can undermine the credibility of your findings.

Linguistic Context

The phrase "robust marker" functions primarily as a noun phrase, where "robust" modifies "marker". It describes a characteristic of the marker, indicating its reliability and strength. Ludwig provides numerous examples demonstrating its use in scientific contexts to describe reliable indicators. This use is consistent with Ludwig AI's assessment of correctness.

Expression frequency: Very common

Frequent in

Science

98%

News & Media

1%

Formal & Business

1%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "robust marker" is a frequently used and grammatically correct term, primarily found in scientific contexts. As Ludwig AI confirms, it describes a reliable and consistent indicator or measurement. Its function is to emphasize the dependability of a marker in research or diagnostic settings. Given its scientific usage, the register is formal, and its communicative purpose is to convey reliability and consistency. Alternative phrases like "reliable indicator", "strong predictor", and "sensitive marker" offer nuanced variations, depending on the specific emphasis required. When employing "robust marker", it’s best to ensure the robustness claim is supported by sufficient evidence.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

reliable indicator

Emphasizes the dependability and trustworthiness of the marker.

strong predictor

Highlights the predictive capability of the marker.

sensitive marker

Focuses on the marker's ability to detect subtle changes or variations.

valid measure

Stresses the accuracy and legitimacy of the marker as a measurement tool.

dependable metric

Highlights the reliability and quantitative nature of the marker.

consistent indicator

Emphasizes the marker's ability to produce similar results across different conditions.

accurate gauge

Focuses on the precision and correctness of the marker.

telling sign

Highlights that the marker is revealing or indicative of a particular condition or state.

definitive index

Suggests that the marker provides a conclusive or authoritative indication.

established benchmark

Emphasizes that the marker is well-recognized and accepted as a standard for comparison.

FAQs

What does "robust marker" mean in scientific research?

In scientific research, a "robust marker" refers to a reliable and consistent indicator that can be used to identify or measure a specific condition, trait, or outcome, even under varying circumstances.

How is a "robust marker" different from a regular marker?

A "robust marker" is more reliable and less susceptible to variations or errors than a regular marker. It provides a more consistent and trustworthy indication, ensuring greater confidence in the results. This means a regular marker might be more prone to errors or outliers.

What are some examples of "robust markers" used in medical research?

Examples of "robust markers" in medical research include biomarkers like specific proteins or genetic sequences that consistently indicate the presence or stage of a disease, or physiological measurements like blood pressure that reliably reflect cardiovascular health. For example, you may also say "reliable indicator".

Can I use other words in place of "robust marker"?

Yes, you can use alternatives such as "reliable indicator", "strong predictor", or "sensitive marker depending on the specific context and emphasis you want to convey".