diff --git a/CHANGELOG.md b/CHANGELOG.md
index a38a6299..a5e6df05 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,7 @@
+# 0.1.4 2025-03-XX
+
+- Fix bug in handling all-missing genotypes (#328)
+
 # 0.1.3 2025-03-04
 
 - Fix missing dependency issue for packaging
diff --git a/bio2zarr/vcf2zarr/icf.py b/bio2zarr/vcf2zarr/icf.py
index 0f3f8566..bd124cb2 100644
--- a/bio2zarr/vcf2zarr/icf.py
+++ b/bio2zarr/vcf2zarr/icf.py
@@ -1095,9 +1095,8 @@ def process_partition(self, partition_index):
                     for field in info_fields:
                         tcw.append(field.full_name, variant.INFO.get(field.name, None))
                     if has_gt:
-                        if variant.genotype is None:
-                            val = None
-                        else:
+                        val = None
+                        if "GT" in variant.FORMAT and variant.genotype is not None:
                             val = variant.genotype.array()
                         tcw.append("FORMAT/GT", val)
                     for field in format_fields:
diff --git a/tests/data/vcf/sample_all_missing_gts.vcf.gz b/tests/data/vcf/sample_all_missing_gts.vcf.gz
new file mode 100644
index 00000000..d548a8e6
Binary files /dev/null and b/tests/data/vcf/sample_all_missing_gts.vcf.gz differ
diff --git a/tests/data/vcf/sample_all_missing_gts.vcf.gz.csi b/tests/data/vcf/sample_all_missing_gts.vcf.gz.csi
new file mode 100644
index 00000000..ba8c19db
Binary files /dev/null and b/tests/data/vcf/sample_all_missing_gts.vcf.gz.csi differ
diff --git a/tests/test_core.py b/tests/test_core.py
index 62f76b88..2f4aa838 100644
--- a/tests/test_core.py
+++ b/tests/test_core.py
@@ -237,8 +237,8 @@ def test_examples(self, chunk_size, size, start, stop):
         # It works in CI on Linux, but it'll probably break at some point.
         # It's also necessary to update these numbers each time a new data
         # file gets added
-        ("tests/data", 4981734),
-        ("tests/data/vcf", 4969597),
+        ("tests/data", 4983044),
+        ("tests/data/vcf", 4970907),
         ("tests/data/vcf/sample.vcf.gz", 1089),
     ],
 )
diff --git a/tests/test_vcf_examples.py b/tests/test_vcf_examples.py
index f5609153..32170193 100644
--- a/tests/test_vcf_examples.py
+++ b/tests/test_vcf_examples.py
@@ -449,6 +449,29 @@ def test_region_index(self, ds):
         )
         nt.assert_array_equal(ds["region_index"], region_index)
 
+    def test_small_example_all_missing_gts(self, ds, tmp_path_factory):
+        data_path = "tests/data/vcf/sample_all_missing_gts.vcf.gz"
+        out = tmp_path_factory.mktemp("data") / "example.vcf.zarr"
+        vcf2zarr.convert([data_path], out, worker_processes=0)
+        ds2 = sg.load_dataset(out)
+
+        assert_dataset_equal(
+            ds,
+            ds2,
+            drop_vars=["call_genotype", "call_genotype_mask", "call_genotype_phased"],
+        )
+        gt1 = ds["call_genotype"].values
+        gt1[1] = -1
+        nt.assert_array_equal(gt1, ds2["call_genotype"].values)
+        m1 = ds["call_genotype_mask"].values
+        m1[1] = True
+        nt.assert_array_equal(m1, ds2["call_genotype_mask"].values)
+        p1 = ds["call_genotype_phased"].values
+        # NOTE: Not sure this is the correct behaviour, but testing here anyway
+        # to keep a record that this is what we're doing
+        p1[1] = True
+        nt.assert_array_equal(p1, ds2["call_genotype_phased"].values)
+
 
 class TestSmallExampleLocalAlleles:
     data_path = "tests/data/vcf/sample.vcf.gz"