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CONSOLIDATED STATEMENTS OF INCOME - USD ($) $ in Thousands | 12 Months Ended
--- | ---
Dec. 31, 2021 | Dec. 31, 2020 | Dec. 31, 2019
Interest income |  |  |
Loans and lease financing | $ 444,488 | $ 496,523 | $ 574,013
Available-for-sale securities | 101,410 | 81,808 | 92,505
Other | 3,413 | 4,428 | 12,174
Total interest income | 549,311 | 582,759 | 678,692
Interest expense |  |  |
Deposits | 13,853 | 35,471 | 87,865
Short-term and long-term borrowings | 4,899 | 11,554 | 17,425
Total interest expense | 18,752 | 47,025 | 105,290
Net interest income | 530,559 | 535,734 | 573,402
Provision for credit losses | (39,000) | 121,718 | 13,800
Net interest income (expense) after benefit for credit losses | 569,559 | 414,016 | 559,602
Noninterest income |  |  |
Service charges on deposit accounts | 27,510 | 28,169 | 33,778
Credit and debit card fees | 63,580 | 55,451 | 66,749
Other service charges and fees | 38,578 | 33,876 | 36,253
Trust and investment services income | 34,719 | 35,652 | 35,102
Bank-owned life insurance | 13,185 | 15,754 | 15,479
Investment securities gains (losses), net | 102 | (114) | (2,715)
Other | 7,242 | 28,592 | 7,887
Total noninterest income | 184,916 | 197,380 | 192,533
Noninterest expense |  |  |
Salaries and employee benefits | 182,384 | 174,221 | 173,098
Contracted services and professional fees | 63,349 | 60,546 | 56,321
Occupancy | 29,348 | 28,821 | 28,753
Equipment | 24,719 | 20,277 | 17,343
Regulatory assessment and fees | 8,245 | 8,659 | 7,390
Advertising and marketing | 6,108 | 5,695 | 6,910
Card rewards program | 25,244 | 22,114 | 29,961
Other | 66,082 | 47,339 | 50,661
Total noninterest expense | 405,479 | 367,672 | 370,437
Income before provision for income taxes | 348,996 | 243,724 | 381,698
Provision for income taxes | 83,261 | 57,970 | 97,306
Net income | $ 265,735 | $ 185,754 | $ 284,392
Basic earnings per share (in dollars per share) | $ 2.06 | $ 1.43 | $ 2.14
Diluted earnings per share (in dollars per share) | $ 2.05 | $ 1.43 | $ 2.13
Basic weighted-average outstanding shares (in shares) | 128,963,131 | 129,890,225 | 133,076,489
Diluted weighted-average outstanding shares (in shares) | 129,537,922 | 130,220,077 | 133,387,157

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