I have a PCB with a CR2032 battery soldered or inserted into the PCB and this PCB is stored after many years in storage and the CR2032 charge goes to 0% will this battery go into chemical enhancement to generate an oxidative corrosive compound and will it leak from the battery corroding the PCB?

If the board is not used, why not remove the battery to avoid any risk.

Yes, the battery can leak, yes, the electrolyte can speed up the corrosion. Plenty of images if you just try to google them.

No, "can" doesn't mean "it will". If the PCB is in any way valuable or you expect it to be difficult to find when/if you need it in the future, removing the battery mitigates the risk.

Are there any chemical differences between older CR2032 batteries and CR2032 batteries made recently in recent years? Does this have anything to do with leaks that may occur?

will i have to remove all cr2032 from all my saved devices? ps2 slim consoles, cartridges and other electronics if I don't do this the cr2032 leaks and corrodes the circuits?

What is the chemical composition of the CR2032 battery?

Is it an oxidative corrosive chemical composition for metals and PCBs?

over the years this chemical composition of CR2032 changes and turns into a corrosive oxidative chemical compound that leaks and corrodes?

The MSDS of CR2032 includes the composition
https://resources-boschsecurity-cdn.azureedge.net/public/documents/MSDS_battery_CR2032_Special_enUS_79832247051.pdf

Yes, some compounds are oxidizers. MnO₂ is a strong oxidizer, LiClO₄ an extreme one.

Lithium will make corrosive compounds if it encounters the atmosphere.

Will a leak occur?  If a cell is pierced or crushed or corroded by some external action, yes. By discharge, my bet is: good quality cells won't leak, but poorly designed or manufactured ones will.

Removing the CR2032 has drawbacks in some circuits. I have known motherboards that don't start without a CR2032, or demand a Bios tuning at every start, possibly only after a hardware Cmos reset. Others start with degraded performance and with wrong clock time. More recent motherboards tend to behave better for that.

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Corrosion can and will also occur if the electronic circuit leaks current, typically if it's damp. Then, all conductors are susceptible to corrode electrochemically. This does not relate with the battery type, except for its voltage and maximum current.