diff --git a/docs/types/enums.rst b/docs/types/enums.rst
index 02cc267c6..a3215cada 100644
--- a/docs/types/enums.rst
+++ b/docs/types/enums.rst
@@ -61,7 +61,8 @@ you can add description etc. to your enum without changing the original:
 
     graphene.Enum.from_enum(
         AlreadyExistingPyEnum,
-        description=lambda v: return 'foo' if v == AlreadyExistingPyEnum.Foo else 'bar')
+        description=lambda v: return 'foo' if v == AlreadyExistingPyEnum.Foo else 'bar'
+    )
 
 
 Notes
@@ -76,6 +77,7 @@ In the Python ``Enum`` implementation you can access a member by initing the Enu
 .. code:: python
 
     from enum import Enum
+
     class Color(Enum):
         RED = 1
         GREEN = 2
@@ -89,6 +91,7 @@ However, in Graphene ``Enum`` you need to call get to have the same effect:
 .. code:: python
 
     from graphene import Enum
+
     class Color(Enum):
         RED = 1
         GREEN = 2
diff --git a/graphene/relay/tests/test_node.py b/graphene/relay/tests/test_node.py
index 92d851054..d46838acd 100644
--- a/graphene/relay/tests/test_node.py
+++ b/graphene/relay/tests/test_node.py
@@ -1,7 +1,7 @@
 import re
 from graphql_relay import to_global_id
 
-from graphql.pyutils import dedent
+from graphene.tests.utils import dedent
 
 from ...types import ObjectType, Schema, String
 from ..node import Node, is_node
diff --git a/graphene/relay/tests/test_node_custom.py b/graphene/relay/tests/test_node_custom.py
index 30d62e7ba..76a2cad36 100644
--- a/graphene/relay/tests/test_node_custom.py
+++ b/graphene/relay/tests/test_node_custom.py
@@ -1,5 +1,6 @@
 from graphql import graphql_sync
-from graphql.pyutils import dedent
+
+from graphene.tests.utils import dedent
 
 from ...types import Interface, ObjectType, Schema
 from ...types.scalars import Int, String
diff --git a/graphene/tests/utils.py b/graphene/tests/utils.py
new file mode 100644
index 000000000..b9804d9be
--- /dev/null
+++ b/graphene/tests/utils.py
@@ -0,0 +1,9 @@
+from textwrap import dedent as _dedent
+
+
+def dedent(text: str) -> str:
+    """Fix indentation of given text by removing leading spaces and tabs.
+    Also removes leading newlines and trailing spaces and tabs, but keeps trailing
+    newlines.
+    """
+    return _dedent(text.lstrip("\n").rstrip(" \t"))
diff --git a/graphene/types/definitions.py b/graphene/types/definitions.py
index 009169201..908cc7c86 100644
--- a/graphene/types/definitions.py
+++ b/graphene/types/definitions.py
@@ -1,3 +1,5 @@
+from enum import Enum as PyEnum
+
 from graphql import (
     GraphQLEnumType,
     GraphQLInputObjectType,
@@ -5,6 +7,7 @@
     GraphQLObjectType,
     GraphQLScalarType,
     GraphQLUnionType,
+    Undefined,
 )
 
 
@@ -36,7 +39,19 @@ class GrapheneScalarType(GrapheneGraphQLType, GraphQLScalarType):
 
 
 class GrapheneEnumType(GrapheneGraphQLType, GraphQLEnumType):
-    pass
+    def serialize(self, value):
+        if not isinstance(value, PyEnum):
+            enum = self.graphene_type._meta.enum
+            try:
+                # Try and get enum by value
+                value = enum(value)
+            except ValueError:
+                # Try and get enum by name
+                try:
+                    value = enum[value]
+                except KeyError:
+                    return Undefined
+        return super(GrapheneEnumType, self).serialize(value)
 
 
 class GrapheneInputObjectType(GrapheneGraphQLType, GraphQLInputObjectType):
diff --git a/graphene/types/schema.py b/graphene/types/schema.py
index 29ead4a70..ce0c74398 100644
--- a/graphene/types/schema.py
+++ b/graphene/types/schema.py
@@ -172,7 +172,7 @@ def create_enum(graphene_type):
                 deprecation_reason = graphene_type._meta.deprecation_reason(value)
 
             values[name] = GraphQLEnumValue(
-                value=value.value,
+                value=value,
                 description=description,
                 deprecation_reason=deprecation_reason,
             )
diff --git a/graphene/types/tests/test_enum.py b/graphene/types/tests/test_enum.py
index 1b6181208..8d5e87af4 100644
--- a/graphene/types/tests/test_enum.py
+++ b/graphene/types/tests/test_enum.py
@@ -1,7 +1,12 @@
+from textwrap import dedent
+
 from ..argument import Argument
 from ..enum import Enum, PyEnum
 from ..field import Field
 from ..inputfield import InputField
+from ..inputobjecttype import InputObjectType
+from ..mutation import Mutation
+from ..scalars import String
 from ..schema import ObjectType, Schema
 
 
@@ -224,3 +229,245 @@ class Meta:
         "GREEN": RGB1.GREEN,
         "BLUE": RGB1.BLUE,
     }
+
+
+def test_enum_types():
+    from enum import Enum as PyEnum
+
+    class Color(PyEnum):
+        """Primary colors"""
+
+        RED = 1
+        YELLOW = 2
+        BLUE = 3
+
+    GColor = Enum.from_enum(Color)
+
+    class Query(ObjectType):
+        color = GColor(required=True)
+
+        def resolve_color(_, info):
+            return Color.RED
+
+    schema = Schema(query=Query)
+
+    assert str(schema) == dedent(
+        '''\
+        type Query {
+          color: Color!
+        }
+
+        """Primary colors"""
+        enum Color {
+          RED
+          YELLOW
+          BLUE
+        }
+    '''
+    )
+
+
+def test_enum_resolver():
+    from enum import Enum as PyEnum
+
+    class Color(PyEnum):
+        RED = 1
+        GREEN = 2
+        BLUE = 3
+
+    GColor = Enum.from_enum(Color)
+
+    class Query(ObjectType):
+        color = GColor(required=True)
+
+        def resolve_color(_, info):
+            return Color.RED
+
+    schema = Schema(query=Query)
+
+    results = schema.execute("query { color }")
+    assert not results.errors
+
+    assert results.data["color"] == Color.RED.name
+
+
+def test_enum_resolver_compat():
+    from enum import Enum as PyEnum
+
+    class Color(PyEnum):
+        RED = 1
+        GREEN = 2
+        BLUE = 3
+
+    GColor = Enum.from_enum(Color)
+
+    class Query(ObjectType):
+        color = GColor(required=True)
+        color_by_name = GColor(required=True)
+
+        def resolve_color(_, info):
+            return Color.RED.value
+
+        def resolve_color_by_name(_, info):
+            return Color.RED.name
+
+    schema = Schema(query=Query)
+
+    results = schema.execute(
+        """query {
+            color
+            colorByName
+        }"""
+    )
+    assert not results.errors
+
+    assert results.data["color"] == Color.RED.name
+    assert results.data["colorByName"] == Color.RED.name
+
+
+def test_enum_resolver_invalid():
+    from enum import Enum as PyEnum
+
+    class Color(PyEnum):
+        RED = 1
+        GREEN = 2
+        BLUE = 3
+
+    GColor = Enum.from_enum(Color)
+
+    class Query(ObjectType):
+        color = GColor(required=True)
+
+        def resolve_color(_, info):
+            return "BLACK"
+
+    schema = Schema(query=Query)
+
+    results = schema.execute("query { color }")
+    assert results.errors
+    assert (
+        results.errors[0].message
+        == "Expected a value of type 'Color' but received: 'BLACK'"
+    )
+
+
+def test_field_enum_argument():
+    class Color(Enum):
+        RED = 1
+        GREEN = 2
+        BLUE = 3
+
+    class Brick(ObjectType):
+        color = Color(required=True)
+
+    color_filter = None
+
+    class Query(ObjectType):
+        bricks_by_color = Field(Brick, color=Color(required=True))
+
+        def resolve_bricks_by_color(_, info, color):
+            nonlocal color_filter
+            color_filter = color
+            return Brick(color=color)
+
+    schema = Schema(query=Query)
+
+    results = schema.execute(
+        """
+        query {
+            bricksByColor(color: RED) {
+                color
+            }
+        }
+    """
+    )
+    assert not results.errors
+    assert results.data == {"bricksByColor": {"color": "RED"}}
+    assert color_filter == Color.RED
+
+
+def test_mutation_enum_input():
+    class RGB(Enum):
+        """Available colors"""
+
+        RED = 1
+        GREEN = 2
+        BLUE = 3
+
+    color_input = None
+
+    class CreatePaint(Mutation):
+        class Arguments:
+            color = RGB(required=True)
+
+        color = RGB(required=True)
+
+        def mutate(_, info, color):
+            nonlocal color_input
+            color_input = color
+            return CreatePaint(color=color)
+
+    class MyMutation(ObjectType):
+        create_paint = CreatePaint.Field()
+
+    class Query(ObjectType):
+        a = String()
+
+    schema = Schema(query=Query, mutation=MyMutation)
+    result = schema.execute(
+        """ mutation MyMutation {
+        createPaint(color: RED) {
+            color
+        }
+    }
+    """
+    )
+    assert not result.errors
+    assert result.data == {"createPaint": {"color": "RED"}}
+
+    assert color_input == RGB.RED
+
+
+def test_mutation_enum_input_type():
+    class RGB(Enum):
+        """Available colors"""
+
+        RED = 1
+        GREEN = 2
+        BLUE = 3
+
+    class ColorInput(InputObjectType):
+        color = RGB(required=True)
+
+    color_input_value = None
+
+    class CreatePaint(Mutation):
+        class Arguments:
+            color_input = ColorInput(required=True)
+
+        color = RGB(required=True)
+
+        def mutate(_, info, color_input):
+            nonlocal color_input_value
+            color_input_value = color_input.color
+            return CreatePaint(color=color_input.color)
+
+    class MyMutation(ObjectType):
+        create_paint = CreatePaint.Field()
+
+    class Query(ObjectType):
+        a = String()
+
+    schema = Schema(query=Query, mutation=MyMutation)
+    result = schema.execute(
+        """ mutation MyMutation {
+        createPaint(colorInput: { color: RED }) {
+            color
+        }
+    }
+    """,
+    )
+    assert not result.errors
+    assert result.data == {"createPaint": {"color": "RED"}}
+
+    assert color_input_value == RGB.RED
diff --git a/graphene/types/tests/test_schema.py b/graphene/types/tests/test_schema.py
index 0c85e1708..fe4739c98 100644
--- a/graphene/types/tests/test_schema.py
+++ b/graphene/types/tests/test_schema.py
@@ -1,7 +1,7 @@
+from graphql.type import GraphQLObjectType, GraphQLSchema
 from pytest import raises
 
-from graphql.type import GraphQLObjectType, GraphQLSchema
-from graphql.pyutils import dedent
+from graphene.tests.utils import dedent
 
 from ..field import Field
 from ..objecttype import ObjectType
diff --git a/graphene/types/utils.py b/graphene/types/utils.py
index 3b195d692..1976448aa 100644
--- a/graphene/types/utils.py
+++ b/graphene/types/utils.py
@@ -41,3 +41,10 @@ def get_type(_type):
     if inspect.isfunction(_type) or isinstance(_type, partial):
         return _type()
     return _type
+
+
+def get_underlying_type(_type):
+    """Get the underlying type even if it is wrapped in structures like NonNull"""
+    while hasattr(_type, "of_type"):
+        _type = _type.of_type
+    return _type
diff --git a/setup.py b/setup.py
index 24bddcf90..48d7d285d 100644
--- a/setup.py
+++ b/setup.py
@@ -82,7 +82,7 @@ def run_tests(self):
     keywords="api graphql protocol rest relay graphene",
     packages=find_packages(exclude=["examples*"]),
     install_requires=[
-        "graphql-core>=3.1.1,<4",
+        "graphql-core>=3.1.2,<4",
         "graphql-relay>=3.0,<4",
         "aniso8601>=8,<9",
     ],