diff --git a/arrow-pyarrow-integration-testing/Cargo.toml b/arrow-pyarrow-integration-testing/Cargo.toml
index 6f07d42d88c1..0834f2d13384 100644
--- a/arrow-pyarrow-integration-testing/Cargo.toml
+++ b/arrow-pyarrow-integration-testing/Cargo.toml
@@ -34,4 +34,4 @@ crate-type = ["cdylib"]
 
 [dependencies]
 arrow = { path = "../arrow", features = ["pyarrow"] }
-pyo3 = { version = "0.21.1", features = ["extension-module"] }
+pyo3 = { version = "0.22", features = ["extension-module"] }
diff --git a/arrow/Cargo.toml b/arrow/Cargo.toml
index 9d3c431b3048..b8f40e1b4b99 100644
--- a/arrow/Cargo.toml
+++ b/arrow/Cargo.toml
@@ -54,7 +54,7 @@ arrow-select = { workspace = true }
 arrow-string = { workspace = true }
 
 rand = { version = "0.8", default-features = false, features = ["std", "std_rng"], optional = true }
-pyo3 = { version = "0.21.1", default-features = false, optional = true }
+pyo3 = { version = "0.22.1", default-features = false, optional = true }
 
 [package.metadata.docs.rs]
 features = ["prettyprint", "ipc_compression", "ffi", "pyarrow"]
diff --git a/arrow/src/pyarrow.rs b/arrow/src/pyarrow.rs
index 1733067c738a..43cdb4fe0919 100644
--- a/arrow/src/pyarrow.rs
+++ b/arrow/src/pyarrow.rs
@@ -83,11 +83,6 @@ fn to_py_err(err: ArrowError) -> PyErr {
 }
 
 pub trait FromPyArrow: Sized {
-    #[deprecated(since = "52.0.0", note = "Use from_pyarrow_bound")]
-    fn from_pyarrow(value: &PyAny) -> PyResult<Self> {
-        Self::from_pyarrow_bound(&value.as_borrowed())
-    }
-
     fn from_pyarrow_bound(value: &Bound<PyAny>) -> PyResult<Self>;
 }