Dominic Thiem and Stefanos Tsitsipas were high-profile casualties in the first round at the US Open, but Rafael Nadal roared through in straight sets against John Millman.Meanwhile, defending champion Naomi Osaka beat Anna Blinkova in three sets and 15-year-old Cori Gauff also progressed, but former champion Sloane Stephens was knocked out.Here, we take a look back at day two and forward to day three of the tournament.

Shot of the Day

Jo-Wilfried Tsonga showed he has still got it at the net, even if he blew a two-set lead against Tennys Sandgren.

Stat of the Day

Wimbledon champion Simona Halep won her first match at Flushing Meadows since 2016.

Shock of the Day

Fourth seed Dominic Thiem has been struggling with a virus, but the Austrian will still be disappointed at tumbling out in the first round to unseeded Italian Thomas Fabbiano.

Brit Watch

British number one Kyle Edmund was unable to join Johanna Konta and Dan Evans in round two after crashing out in five sets to Pablo Andujar of Spain.

Konta and Evans are back in action on Wednesday.

Fallen Seeds

Men: Dominic Thiem (4), Stefanos Tsitsipas (8), Karen Khachanov (9), Roberto Bautista Agut (10), Felix Auger Aliassime (18), Kyle Edmund (30)
Women: Sloane Stephens (11), Garbine Muguruza (24), Carla Suarez Navarro (28), Barbora Strycova (31)

Wednesday's Play

Arthur Ashe Stadium:
Marium Bolvadze v Karolina Pliskova
Roger Federer v Damir Dzumhur
Novak Djokovic v Juan Ignacio Londero
Serena Williams v Catherine McNally

Louis Armstrong Stadium:
Bradley Klahn v Kei Nishikori
Elina Svitolina v Venus Williams
Lin Zhu v Madison Keys
Lauren Davis v Ashleigh Barty
Borna Coric v Grigor Dimitrov

Grandstand:
Johanna Konta v Margarita Gasparyan

Court 13:
Dan Evans v Lucas Pouille