In a game dominated by spectacularly goals, Rovers eventually prevailed 3-1 to avenge their 1-0 defeat to University of Stirling in the Third Round last season.
The action got underway on Saturday as 122 goals were scored across the 28 matches.
St Andrews United created one of the shocks of the day as Owen Andrews' goal gave them a 1-0 win over Auchinleck Talbot - a side who themselves have caused numerous cup upsets in recent seasons.
Darvel were the story of last season's competition with their 1-0 victory over Aberdeen, but there will be no cup run for them this time around as they were defeated 3-0 by an impressive Bo'ness United.
East Kilbride and Gala Fairydean Rovers were the day's high-scorers - both finding the net on eight occasions. Dylan MacDonald grabbed a hat-trick as East Kilbride scored eight unanswered goals against Whitehill Welfare, as did Jamie Semple in Gala's 8-2 victory over Strathspey Thistle.
There was a double success for Perthshire sides as Luncarty and Jeanfield Swifts both enjoyed successful trips to the Highlands with away victories against Keith and Wick Academy respectively.
Musselburgh Athletic also created history by reaching the Second Round for the very first team. Their reward for their penalty shoot-out victory over Gretna 2008 is a home tie against Clyde in Round Two, following Sunday night's draw.
Broomhill defeated Cumbernauld Colts 3-1 in Sunday's only match which took place prior to the draw.
Scottish Gas Men's Scottish Cup First Round Results
Banks O'Dee 6-0 Dalbeattie Star Bo'ness United 3-0 Darvel Broomhill 3-1 Cumbernauld Colts Brechin City 4-0 Rothes Brora Rangers 5-1 Berwick Rangers Broxburn Athletic 2-1 Nairn County Caledonian Braves 1-2 Fraserburgh Camelon Juniors 1-2 Civil Service Strollers Clachnacuddin 1-0 Inverurie Loco Works Cowdenbeath 2-1 (AET) Linlithgow Rose Culter 3-4 (AET) Deveronvale Dalkeith Thistle 0-7 Clydebank Dundonald Bluebell 2-3 Kilwinning Rangers Dunipace 1-3 (AET) Cumnock Juniors East Kilbride 8-0 Whitehill Welfare East Stirlingshire 0-1 Huntly Edinburgh University 2-3 Dunbar United Formartine United 3-2 Threave Rovers Gala Fairydean Rovers 8-2 Strathspey Thistle Golspie Sutherland 1-1 Forres Mechanics (Forres Mechanics win 8-7 on penalties) Keith 2-5 Luncarty Lossiemouth 0-4 Beith Juniors Musselburgh Athletic 1-1 Gretna 2008 (Musselburgh Athletic win 4-3 on penalties) Penicuik 0-6 Pollok St Andrews United 1-0 Auchinleck Talbot Tayport 0-4 Buckie Thistle Tranent 4-1 Hutchinson Vale Turriff United 2-1 Sauchie Juniors University of Stirling 1-3 Albion Rovers Wick Academy 1-3 Jeanfield Swifts
Scottish Gas Men's Scottish Cup Second Round Draw
Albion Rovers v St Andrews United Beith Juniors v Broomhill Brechin City v The Spartans Civil Service Strollers v Stranraer Cumnock Juniors v Turriff United Deveronvale v Broxburn Athletic Dumbarton v Banks O’Dee Dunbar United v East Fife Formartine United v Clydebank Forres Mechanics v Buckie Thistle Fraserburgh v Bonnyrigg Rose Huntly v Forfar Athletic Jeanfield Swifts v Elgin City Kilwinning Rangers v Cowdenbeath Luncarty v Bo’ness United Musselburgh Athletic v Clyde Peterhead v Clachnacuddin Pollok v Gala Fairydean Rovers Stenhousemuir v Brora Rangers Tranent v East Kilbride

![Image: Scottish Gas Men's Scottish Cup First Round Round-up [Migrated]](https://images.ctfassets.net/qu0slcxvbwp6/7DUag8vh2Lgp7qK4vJLUDf/6c35878dbebe1eeb64001ba519130b03/scottish-gas-scottish-cup.jpg?fm=webp&fit=fill&f=face&w=1440&h=720)


