How safe is microchipping horses? [H&H VIP]

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For several years now, all horses in the UK have had to be microchipped by law, except for a few special exemptions.

But how safe and reliable is this system? Should we be worried about injecting a permanent solid object, however small, into the necks of our horses? Do the chips cause any tissue reaction, or do they irritate?