The recommendation is not binding and the U.S. Food and Drug Administration could still allow Philip Morris to make such a claim, but some analysts think the agency might ask for additional data first.

"It's a process," said Bonnie Herzog, an analyst at Wells Fargo. The FDA will likely approve the request eventually, she said, "but timing is tough to predict."

Philip Morris, which has spent more than $3 billion to develop products that can counteract the decline in traditional cigarette sales, said it was encouraged by some of the committee members' comments that iQOS may have risk-reduction potential.

"We are confident in our ability to address the valid questions raised by the Committee with the FDA as the review process for our application continues," Corey Henry, a Philip Morris spokesman, said in a statement.

FDA Commissioner Scott Gottlieb recently proposed a broad tobacco policy shift that would reduce nicotine in cigarettes to "non-addictive" levels while increasing development of lower-risk alternatives for those unable to quit.

IQOS is a sleek, penlike device that heats tobacco but does not ignite it - an approach Philip Morris says produces far lower levels of carcinogens than regular cigarettes. It is used by nearly 4 million people in 30 markets outside the United States but needs FDA authorization to be marketed in America.

Last month, a Reuters investigation described irregularities in the clinical trials that supported Philip Morris' iQOS application to the FDA. (https://www.reuters.com/investigates/special-report/tobacco-iqos-science/) and (http://www.reuters.com/investigates/section/pmi)

The company's shares fell 2.8 percent to close at $107.49 on Thursday, after falling as much as 6.8 percent.

Matthew Myers, president of the Campaign for Tobacco Free Kids, said panelists "identified that serious questions remain" about the company's application. He said it could amend the application and the panel's recommendation does not rule out an ultimate approval.

The panel said Philip Morris had not proven that iQOS reduced harm compared with cigarettes. It did conclude that the product exposes users to lower levels of harmful chemicals but said the company had not shown that lowering exposure to those chemicals is reasonably likely to translate into a measurable reduction in disease or death.

Philip Morris needs to show both in order to claim in its marketing materials that the product reduces a user's exposure to harmful chemicals.

Some panelists were concerned that not all the harmful or potentially harmful chemicals in iQOS were lower than in cigarettes. Philip Morris presented data showing an overall exposure reduction of about 95 percent.

"The negative recommendations did not come as a surprise," said Gregory Conley, president of the American Vaping Association. He said the panelists "disconnected themselves from the facts in favor of ideology."

The FDA is expected to decide whether Philip Morris can sell iQOS within the next few months. It will decide separately whether to authorize the modified-risk claims. There is no time frame for when that decision might come.

If cleared, iQOS would be sold in the United States by Philip Morris' partner Altria Group Inc. Altria shares closed 2.3 percent lower at $69.91.

(Reporting by Toni Clarke in Washington; Editing by Susan Thomas and Matthew Lewis)

By Toni Clarke