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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
key pathways that
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "key pathways that" is correct and usable in written English.
You can use it when discussing important routes or methods in a particular context, such as research, biology, or strategic planning. Example: "The study identified key pathways that contribute to the development of the disease."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
50 human-written examples
A number of therapeutic strategies have been developed to target specific PGs involved in key pathways that promote vascular disease.
Science
Key pathways that promote normal pulmonary vascular development will be reviewed, and the experimental and clinical evidence demonstrating alterations of these essential pathways in BPD summarized.
Academia
The balance between cell survival and death is essential for cancer formation and is determined by several key pathways that impact on different stages of gene expression.
I'm just going to summarize that by using the four key pathways that Chris identified in the introduction that are pathways through which food security and sociopolitical stability are interrelated or that food security, in particular, might affect sociopolitical stability.
Academia
Kotlikoff said, "Gary is a natural choice as the new center's director," noting Koretzky is recognized internationally for his research dissecting key pathways that regulate immune cell development and function and establishing new paradigms for how immune cells are activated.
Academia
By performing gene expression profiling on these cells we are able for the first time to ask what genes and pathways are 'turned on' in these cells, and these may be key pathways that are required for them to migrate out of the tumor in the first place.
Academia
Human-verified similar examples from authoritative sources
Similar Expressions
10 human-written examples
The mechanisms by which SoB impacts behavior are likely to be varied but presumably modification of the epigenome during fetal development is a key pathway that may generate untoward consequences later in life.
Science
In order to identify a key pathway that may underlie the tumorigenic potential of BRCA1 in breast cancer, we took advantage of the evolutionary distance between humans and yeast.
Science
Alternatively, a different form of horizontal transmission – cofeeding transmission (or saliva-activated transmission) [13] [16] between infected and uninfected ticks feeding in close proximity on non-viraemic, including immune, hosts – has been proposed as the key pathway that can sustain TBEV in ticks [11], [15].
Science
Therefore, this is a key pathway that enables the coordination of ribosome production with cell proliferation [ 120].
Science
Another pathway, Wnt signaling, which is highly involved in development and adipogenesis could be another key pathway that should be investigated in LPS.
Expert writing Tips
Best practice
Ensure that when using the phrase, you clearly define the context in which these pathways are key. Avoid ambiguity by specifying the outcome or process they significantly influence.
Common error
Avoid using "key pathways that" when simpler phrasing like "important factors" or "main reasons" would suffice. Overuse can make your writing sound unnecessarily complex and less clear.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "key pathways that" functions as a noun phrase modifier. It identifies and emphasizes specific pathways that are particularly important or influential within a broader context. Ludwig AI confirms its correct usage in various contexts.
Frequent in
Science
73%
Academia
18%
News & Media
6%
Less common in
Formal & Business
1%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, "key pathways that" is a commonly used phrase, particularly in scientific and academic writing, to highlight significant mechanisms or processes. Ludwig AI confirms that the phrase is correct and usable in written English. When using the phrase, it's crucial to provide context to avoid ambiguity, as it helps to focus the reader's attention on the most critical elements. Alternatives such as "essential pathways that" and "critical pathways that" can be used to add nuance, while overuse in simple contexts should be avoided to maintain clarity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
essential pathways that
This alternative replaces "key" with "essential", emphasizing the necessity of the pathways.
critical pathways that
Substituting "key" with "critical" highlights the importance of these pathways for a specific outcome.
important pathways that
Using "important" instead of "key" broadens the scope to include pathways that are significant but not necessarily crucial.
major pathways that
Replacing "key" with "major" focuses on pathways with significant impact or broad influence.
primary routes that
This alternative substitutes "pathways" with "routes", changing the metaphor while retaining the core meaning of a process.
significant mechanisms that
Changing both "key pathways" to "significant mechanisms" emphasizes the functional aspect of the process.
pivotal processes that
This alternative replaces "pathways" with "processes", highlighting the dynamic nature of the identified mechanisms.
central mechanisms that
Switching to "central mechanisms" focuses on the core operational aspects.
relevant pathways that
This alternative emphasizes the pertinence of the pathways to a particular context or outcome.
notable routes that
Replacing "key pathways" with "notable routes" draws attention to pathways worth mentioning or observing.
FAQs
What are some alternatives to saying "key pathways that"?
You can use alternatives like "essential pathways that", "critical pathways that", or "important pathways that" depending on the specific nuance you want to convey.
How can I use "key pathways that" in a sentence?
Use "key pathways that" to introduce processes or mechanisms that are crucial for a particular outcome. For example: "The study identified the "key pathways that" contribute to the development of the disease."
Is it better to say "key pathways that" or "important mechanisms that"?
The choice depends on the context. "Key pathways that" emphasizes a sequence of steps, while "important mechanisms that" highlights functional elements. Use the phrasing that best reflects the focus of your discussion.
What makes a pathway "key"?
A "key" pathway is one that has a significant and direct impact on a specific outcome or process. It often represents a critical step or control point without which the outcome would be substantially altered or impossible.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested