diff --git a/synapse/storage/__init__.py b/synapse/storage/__init__.py
index 53c685c173..b23fb7e56c 100644
--- a/synapse/storage/__init__.py
+++ b/synapse/storage/__init__.py
@@ -119,7 +119,6 @@ class DataStore(RoomMemberStore, RoomStore,
             db_conn, "device_lists_stream", "stream_id",
         )
 
-        self._transaction_id_gen = IdGenerator(db_conn, "sent_transactions", "id")
         self._access_tokens_id_gen = IdGenerator(db_conn, "access_tokens", "id")
         self._event_reports_id_gen = IdGenerator(db_conn, "event_reports", "id")
         self._push_rule_id_gen = IdGenerator(db_conn, "push_rules", "id")
diff --git a/synapse/storage/prepare_database.py b/synapse/storage/prepare_database.py
index d5d2f89a77..fa36daac52 100644
--- a/synapse/storage/prepare_database.py
+++ b/synapse/storage/prepare_database.py
@@ -25,7 +25,7 @@ logger = logging.getLogger(__name__)
 
 # Remember to update this number every time a change is made to database
 # schema files, so the users will be informed on server restarts.
-SCHEMA_VERSION = 52
+SCHEMA_VERSION = 53
 
 dir_path = os.path.abspath(os.path.dirname(__file__))
 
diff --git a/synapse/storage/schema/delta/34/sent_txn_purge.py b/synapse/storage/schema/delta/34/sent_txn_purge.py
deleted file mode 100644
index 0ffab10b6f..0000000000
--- a/synapse/storage/schema/delta/34/sent_txn_purge.py
+++ /dev/null
@@ -1,32 +0,0 @@
-# Copyright 2016 OpenMarket Ltd
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-import logging
-
-from synapse.storage.engines import PostgresEngine
-
-logger = logging.getLogger(__name__)
-
-
-def run_create(cur, database_engine, *args, **kwargs):
-    if isinstance(database_engine, PostgresEngine):
-        cur.execute("TRUNCATE sent_transactions")
-    else:
-        cur.execute("DELETE FROM sent_transactions")
-
-    cur.execute("CREATE INDEX sent_transactions_ts ON sent_transactions(ts)")
-
-
-def run_upgrade(cur, database_engine, *args, **kwargs):
-    pass
diff --git a/synapse/storage/schema/delta/11/v11.sql b/synapse/storage/schema/delta/53/drop_sent_transactions.sql
similarity index 81%
rename from synapse/storage/schema/delta/11/v11.sql
rename to synapse/storage/schema/delta/53/drop_sent_transactions.sql
index e7b4f90127..e372f5a44a 100644
--- a/synapse/storage/schema/delta/11/v11.sql
+++ b/synapse/storage/schema/delta/53/drop_sent_transactions.sql
@@ -1,4 +1,4 @@
-/* Copyright 2015, 2016 OpenMarket Ltd
+/* Copyright 2018 New Vector Ltd
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -13,4 +13,4 @@
  * limitations under the License.
  */
 
-CREATE INDEX IF NOT EXISTS sent_transaction_txn_id ON sent_transactions(transaction_id);
\ No newline at end of file
+DROP TABLE IF EXISTS sent_transactions;
diff --git a/synapse/storage/schema/full_schemas/11/transactions.sql b/synapse/storage/schema/full_schemas/11/transactions.sql
index a3f4a0a790..f6a058832e 100644
--- a/synapse/storage/schema/full_schemas/11/transactions.sql
+++ b/synapse/storage/schema/full_schemas/11/transactions.sql
@@ -25,25 +25,6 @@ CREATE TABLE IF NOT EXISTS received_transactions(
 
 CREATE INDEX transactions_have_ref ON received_transactions(origin, has_been_referenced);-- WHERE has_been_referenced = 0;
 
-
--- Stores what transactions we've sent, what their response was (if we got one) and whether we have
--- since referenced the transaction in another outgoing transaction
-CREATE TABLE IF NOT EXISTS sent_transactions(
-    id INTEGER PRIMARY KEY AUTOINCREMENT, -- This is used to apply insertion ordering
-    transaction_id TEXT,
-    destination TEXT,
-    response_code INTEGER DEFAULT 0,
-    response_json TEXT,
-    ts BIGINT
-);
-
-CREATE INDEX sent_transaction_dest ON sent_transactions(destination);
-CREATE INDEX sent_transaction_txn_id ON sent_transactions(transaction_id);
--- So that we can do an efficient look up of all transactions that have yet to be successfully
--- sent.
-CREATE INDEX sent_transaction_sent ON sent_transactions(response_code);
-
-
 -- For sent transactions only.
 CREATE TABLE IF NOT EXISTS transaction_id_to_pdu(
     transaction_id INTEGER,
diff --git a/synapse/storage/schema/full_schemas/16/transactions.sql b/synapse/storage/schema/full_schemas/16/transactions.sql
index 14b67cce25..17e67bedac 100644
--- a/synapse/storage/schema/full_schemas/16/transactions.sql
+++ b/synapse/storage/schema/full_schemas/16/transactions.sql
@@ -25,25 +25,6 @@ CREATE TABLE IF NOT EXISTS received_transactions(
 
 CREATE INDEX transactions_have_ref ON received_transactions(origin, has_been_referenced);-- WHERE has_been_referenced = 0;
 
-
--- Stores what transactions we've sent, what their response was (if we got one) and whether we have
--- since referenced the transaction in another outgoing transaction
-CREATE TABLE IF NOT EXISTS sent_transactions(
-    id BIGINT PRIMARY KEY, -- This is used to apply insertion ordering
-    transaction_id TEXT,
-    destination TEXT,
-    response_code INTEGER DEFAULT 0,
-    response_json TEXT,
-    ts BIGINT
-);
-
-CREATE INDEX sent_transaction_dest ON sent_transactions(destination);
-CREATE INDEX sent_transaction_txn_id ON sent_transactions(transaction_id);
--- So that we can do an efficient look up of all transactions that have yet to be successfully
--- sent.
-CREATE INDEX sent_transaction_sent ON sent_transactions(response_code);
-
-
 -- For sent transactions only.
 CREATE TABLE IF NOT EXISTS transaction_id_to_pdu(
     transaction_id INTEGER,