1. ~ことだし (Since... / Given that...)
* Na-adjective だ -> な / である
* Noun N だ -> の / である
Meaning: Although there may be several reasons, this is one reason in particular for reaching the following conclusion.
✓ Used to present one among several reasons leading to the conclusion that follows.
✓ The following clause often expresses the speaker’s volition, desire, judgment, invitation, or suggestion.
2. ~のことだから (Knowing what ... is like / Since it is...)
Meaning: Based on what is known about a person’s usual character or behavior, the speaker makes an inference or judgment.
✓ Mainly follows nouns referring to people.
✓ The following clause expresses the speaker’s subjective inference or judgment. The expression may also appear at the end of a sentence.
3. ~だけに (Precisely because... / All the more because...)
* Na-adjective だ -> な / である
* Noun N だ -> である (or attach だけに directly to N)
Meaning: Precisely because of the stated reason, the result in the following clause is natural or understandable.
✓ The following clause expresses a result that appropriately corresponds to the reason given before it.
✓ This pattern is not used for invitations or suggestions.
4. ~ばかりに (Simply because... with an unfortunate result)
* Na-adjective だ -> な / である
* Noun N だ -> である
Meaning: Merely because of one cause, often a relatively small one, an unexpected bad result occurs.
✓ Expresses an unforeseen negative result and often carries regret. It is not used for volition or commands.
✓ When the preceding clause contains ~たい (want to...), the following clause describes the effort made to fulfill that desire; in this use, the result is not necessarily bad.
5. ~からには / ~以上(は) / ~上(は) (Once... / Now that...)
* Na-adjective だ -> な / である
* Noun N だ -> である
Vる / Vた + 上(は)
Meaning: Once a certain fact or reason has been established, it naturally follows that one must do something or have a certain resolve.
✓ The whole sentence presents something regarded as natural or obvious.
✓ The following clause expresses the speaker’s determination, volition, desire, judgment, invitation, or suggestion.