diff --git a/src/cooler/_reduce.py b/src/cooler/_reduce.py
index be7ce3b..195fa7a 100644
--- a/src/cooler/_reduce.py
+++ b/src/cooler/_reduce.py
@@ -4,7 +4,8 @@
 import warnings
 from bisect import bisect_right
 from collections import OrderedDict, defaultdict
-from typing import Any, Iterator, Literal
+from collections.abc import Iterator
+from typing import Any, Literal
 
 import h5py
 import multiprocess as mp
diff --git a/src/cooler/_typing.py b/src/cooler/_typing.py
index be36e25..ad1e2e2 100644
--- a/src/cooler/_typing.py
+++ b/src/cooler/_typing.py
@@ -1,6 +1,7 @@
 from __future__ import annotations
 
-from typing import Callable, Dict, Iterable, Optional, Tuple, TypeVar, Union
+from collections.abc import Iterable
+from typing import Callable, Dict, Optional, Tuple, TypeVar, Union
 
 import numpy as np
 import pandas as pd
diff --git a/src/cooler/core/_rangequery.py b/src/cooler/core/_rangequery.py
index fce8198..0065b92 100644
--- a/src/cooler/core/_rangequery.py
+++ b/src/cooler/core/_rangequery.py
@@ -1,6 +1,7 @@
 from __future__ import annotations
 
-from typing import Any, Callable, Iterator
+from collections.abc import Iterator
+from typing import Any, Callable
 
 import h5py
 import numpy as np
diff --git a/src/cooler/create/_create.py b/src/cooler/create/_create.py
index 3dd081a..6de4013 100644
--- a/src/cooler/create/_create.py
+++ b/src/cooler/create/_create.py
@@ -5,8 +5,9 @@
 import posixpath
 import tempfile
 import warnings
+from collections.abc import Iterable
 from datetime import datetime
-from typing import Any, Iterable
+from typing import Any
 
 import h5py
 import numpy as np
diff --git a/src/cooler/create/_ingest.py b/src/cooler/create/_ingest.py
index 0236b3f..8124617 100644
--- a/src/cooler/create/_ingest.py
+++ b/src/cooler/create/_ingest.py
@@ -12,8 +12,9 @@
 import warnings
 from bisect import bisect_left
 from collections import Counter, OrderedDict
+from collections.abc import Iterator
 from functools import partial
-from typing import Any, Callable, Iterator
+from typing import Any, Callable
 
 import h5py
 import numpy as np
diff --git a/src/cooler/parallel.py b/src/cooler/parallel.py
index abdd707..9f6c9bb 100644
--- a/src/cooler/parallel.py
+++ b/src/cooler/parallel.py
@@ -5,8 +5,9 @@
 """
 from __future__ import annotations
 
+from collections.abc import Iterable, Iterator, Sequence
 from functools import partial, reduce
-from typing import Any, Callable, Iterable, Iterator, Sequence
+from typing import Any, Callable
 
 from multiprocess import Lock
 
diff --git a/src/cooler/util.py b/src/cooler/util.py
index 860ee58..d25b65e 100644
--- a/src/cooler/util.py
+++ b/src/cooler/util.py
@@ -3,8 +3,9 @@
 import os
 import re
 from collections import OrderedDict, defaultdict
+from collections.abc import Generator, Iterable, Iterator
 from contextlib import contextmanager
-from typing import IO, Any, Generator, Iterable, Iterator
+from typing import IO, Any
 
 import h5py
 import numpy as np