By Saabira Chaudhuri 

Morgan Stanley reported fourth-quarter results that fell short of analyst estimates as revenue was hit by the same trading slowdown that hammered rivals and progress stalled on a key measure in the firm's wealth management business.

Shares dropped about 2% in premarket trading as both per-share earnings and revenue fell short of what analysts were expecting.

The bank reported a profit of $1.04 billion compared with a year-earlier profit of $84 million. Stripping out one-time items and accounting adjustments, profits fell to 39 cents from 50 cents a year earlier. Analysts polled by Thomson Reuters had expected earnings of 48 cents a share.

Among other items, the latest quarter's results include a tax gain of $1.4 billion and a compensation expense of $1.1 billion, while the year-earlier quarter included a pretax legal expense of $1.2 billion.

Revenue fell 1% to $7.76 billion, while revenue excluding accounting adjustments dropped 2.5% to $8 billion, coming in below analyst estimates for $8.08 billion.

Revenue from equities trading, an important profit driver for Morgan Stanley, rose to $1.63 billion from $1.5 billion a year earlier, but came in lower than what rival Goldman Sachs Group Inc. reported on Friday.

Morgan Stanley also joined Goldman, Citigroup Inc., Bank of America Corp. and J.P. Morgan Chase & Co. in posting lower revenue from fixed income, currencies and commodities trading, or "FICC," an important business for big banks that has seen difficult trading conditions, walloping profits across Wall Street.

Morgan Stanley's adjusted FICC revenue came in at roughly $599 million, down 14% from a year earlier, driven by lower revenue in credit products and commodities.

Ahead of the firm's earnings report, Macquarie analyst David Konrad noted that Morgan Stanley--whose deal to sell its oil-trading and storage business to Russia's OAO Rosneft fell through last month--stands particularly exposed to gyrations in the commodities markets.

The firm's more stable wealth management business turned in stronger results. Revenue in that division rose 2.4% from a year earlier and edged up 0.8% from the prior quarter to $3.8 billion.

But the wealth management unit's pretax profit margin, a closely watched efficiency metric, was 19% in the fourth quarter, flat with a year earlier and down from 22% reported in the third quarter.

The firm reported higher compensation costs in the division, which helped drive the margin lower. Morgan Stanley officials had previously said they are targeting a pretax profit margin of 22% to 25% by the end of 2015.

Overall, Morgan Stanley logged lower expenses during the quarter, benefiting from the absence of 2013's large fourth-quarter legal charge. However the bank reported a 28% rise in compensation costs, part of which comes from its decision to start paying out a bigger slice of employees' bonuses immediately and to speed up the vesting period for certain cash deferrals.

In the latest quarter, Morgan Stanley logged a legal charge of $284 million tied to what it described as several legacy residential mortgage and credit crisis related matters.

Overall, noninterest expense was $7.9 billion, down 2% from the year earlier but up 18% from the third quarter.

Investment banking revenue, meanwhile, fell 6.6% from a year earlier to $1.46 billion as a decline in underwriting overshadowed gains in advisory revenue.

Advisory revenue of $488 million increased from $451 million a year earlier on higher levels of M&A activity. Equity underwriting revenue fell 17% to $345 million from $416 million a year earlier, while fixed income underwriting revenue decreased 6.7% to $462 million from $495 million in the prior-year quarter, reflecting lower loan fees.

Revenue from investments plunged 79% from a year earlier to $112 million.

Write to Saabira Chaudhuri at saabira.chaudhuri@wsj.com

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