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[돼지독감] 통계 왜곡 가능성 고려해야

불완전하거나 왜곡된 통계수치가 돼지독감 위협에 대한 초기 판단을 잘못된 방향으로 이끌 수 있다는 런던제국대의 역학자들의 연구결과가 the British Medical Journal (BMJ)에 실렸다는 소식입니다.

WHO 통계에 따르면 돼지독감 바이러스에 감염된 사람은  94,512 명이고, 사망자는 429명으로 0.45%의 치사율(case fatality ratio)이 되며, 이 수치는 계절독감 보다 낮습니다.

그런데 런던제국대 역학자들은 이러한 보정을 하지 않은 통계(crude figures)를 단순하게 해석하여 인플루엔자 바이러스 병원성을 판단하는 척도로 삼아 이해하는 것은 문제가 있다고 경고했습니다.

돼지독감 바이러스의 병독력이 강하다거나 약하다는 얘기를 하기 전에 연구자들은 데이타 수집의 편견을 지적해야 한다는 것입니다.

한가지 문제점을 지적하자면 바이러스에 감염되었으나 증상이 발현되지 않은 사람들이나 독감 증상이 나타났지만 의사에게 진찰받는 것을 귀찮아 하는 사람들은 통계에서 빠졌다는 점입니다.

따라서 보고된 것보다 더 많은 사람들이 바이러스에 감염되었다는 점을 고려한다면 치사율은 훨씬 더 낮아진다고 봐야 합니다.(미국 CDC에서도 실제 감염자가 10배 정도 더 많을 것으로 가정하는 발표를 한 적이 있는 것으로 기억합니다.)

다른 문제점은 국가들간의 치사율의 엄청나게 차이가 있다는 점입니다. 멕시코는 10,292 명이 돼지독감 바이러스에 감염되어 119명이 사망했다고 보고했습니다. 치사율이 1.15%로 가장 높으며, 캐나다, 미국, 유럽의 평균 치사율보다  2배 이상 높습니다.

어떤 연구자들은 이러한 차이를 멕시코 지역에서 떠돌아다니는 인플루엔자 바이러스가 더 병원성이 강하다고 주장하고, 다른 연구자들은 멕시코의 의료인들이 심한 임상증상을 보인 환자들에게만 관심을 집중하다보니 사소한 증상을 보인 환자들이 통계에서 제외되었다고 주장합니다. 후자의 주장이 사실이라면 멕시코의 치사율은 우리가 생각했던 것보다도 훨씬 낮아지게 되며, 계절성 독감보다도 더 낮아지게 됩니다.

다른 한편, 돼지독감 바이러스 감염과 관련하여 치명적인 심장질환이나 뇌졸중 등이 증가되었을 수 있으며, 이것은 대부분 통계로 보고되지 않았습니다.

이번 연구를 진행한 전문가들은 미래에 닥칠 인플루엔자 대유행(pandemic)을 감시하기 위해서는 보건당국이 통계자료를 보다 더 빨리 보고해야 한다고 주장하고 있습니다. 위험성을 적절하게 평가하기 위해서는 충분한 데이터가 있어야 한다는 것이지요.

이른바 time gap을 극복해야 한다는 주장입니다. 더 자세한 것은 아래 기사를 참고하세요.

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Data gaps could give distorted picture of swine flu: study

출처 : AFP통신 Tue Jul 14, 7:43 pm ET


PARIS (AFP) – Sketchy or distorted data could cause misleading early judgements about the threat posed by swine flu, experts writing in the British Medical Journal (BMJ) said on Tuesday.


According to the UN’s World Health Organisation (WHO), 94,512 cases of A(H1N1) influenza have been reported, causing 429 deaths.


These suggest a case fatality ratio — the proportion of deaths in the number of people known to have fallen sick — of around 0.5 percent, which is in the upper range for run-of-the-mill seasonal flu.


Imperial College London epidemiologists caution against “simple interpretations of these crude figures” to those grasping for a yardstick of the virus’s severity.


While not saying that the novel flu is any less — or any more — virulent than thought, the researchers point to “biases” in data collection.


It could be some time before the world gets a more accurate fix on the viral threat, they say.


One problem they note is the data trawl does not include people who catch the virus but who do not fall sick, or those who feel only a little under the weather and so do not bother to consult a doctor.


As a result, many more people may have been infected by the virus than is known, which brings its lethality index down.


Another curiosity is a large discrepancy in fatalities reported between countries. Mexico has the highest death ratio, with 119 out of 10,292 cases, which is more than twice the average reported in Canada, the United States and Europe.


One theorised explanation for this is that a nastier form of the virus could be circulating in Mexico, say the researchers.


But another could be that Mexican doctor are simply focussing on the severest cases, which means that the true number of infections is higher.


If so, swine flu’s case fatality ratio could be much lower than thought and comparable to ordinary flu.


On the other hand, there is likely to be a rise in the number of fatal heart attacks and strokes that are linked to influenza, and these may go largely unreported, says the paper.


Looking at future surveillance of the pandemic, the authors plead with health authorities to speed up reporting data.


One area of worry is the time gap between the onset of flu infection and knowledge of the outcome.


In other words, a watchdog is notified at first that someone has fallen sick with the disease but only later will it be told whether the patient has died or survived.


The delay can have important repercussions for managing the pandemic.


One worry is that the present strain of swine flu will mutate, picking up genes from ordinary viruses that could make it more virulent as well as contagious.

Yet the added virulence factor will only show up when data reveal that the case fatality ratio has suddenly ratcheted higher. That key piece of evidence could be masked if there is a long delay in reporting patients’ outcome.

“Given the expectation that antigenic drift or viral reassortment with co-circulating seasonal influenzas may well change the severity of the new influenza virus over the coming months, it is especially important that these biases are minimised,” the paper warns.

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‘Better data needed’ on swine flu


출처 : BBC 08:57 GMT, Wednesday, 15 July 2009 09:57 UK
http://news.bbc.co.uk/2/hi/health/8150952.stm


The government must map the spread of swine flu more accurately in order to predict the number of people who are likely to die from it, scientists say.

Researchers at Imperial College say data is vital to ensure the country is “best prepared to fight the pandemic”.


They predict that one in 200 people who get swine flu badly enough to need medical help could go on to die.


But the government’s chief medical adviser said there was “no reason” to focus on establishing a single figure.


Meanwhile, the BBC understands that vaccines may not be ready until later than the government had predicted.


Medical correspondent Fergus Walsh said World Health Organisation officials expected the first stocks to be available in September or October, not August as ministers had said.


In any event, it will be the end of the year at least before there are sufficient quantities to immunise half of the UK population.


Chief medical officer Liam Donaldson also told the BBC that to cope with “the height of the pandemic”, the government was considering changing the rules to speed up the death certification process for swine flu victims.


“We want to try and reduce as much as possible the burden of work on doctors and we are considering all sorts of things which will help will that,” he said.


“That’s one of the options that’s being looked at.”


Margin of error


Accurate predictions about the number of deaths likely to occur from swine flu are not yet available.


Current estimates suggest it is about as virulent as some types of seasonal flu, but far less deadly than some previous flu pandemics.


Any estimates about swine flu are subject to a wide margin of error, not least because not everyone who catches it develops symptoms.


But despite the difficulties, the Imperial College scientists – who are advising the government on its swine flu strategy – say more accurate mapping of the spread of the virus must be carried out if it is to be effectively managed.


Their work is published in the British Medical Journal.









Dr Tini Garske said: “If we fail to get an accurate rediction of severity, we will not be providing healthcare planners, doctors and nurses, with the information that they need to ensure they are best prepared to fight the pandemic as we head into the flu season this autumn.”


She said data must be collected “according to well designed study protocols and analysed in a more sophisticated way than is frequently being performed at present”.


‘Only an estimate’


Not everyone who is infected with swine flu will become ill enough to report their case to a doctor.


Of the proportion who do, scientists predict that 0.5% of them – one in 200 – could go on to die.


Health Secretary Andy Burnham has said in the worst case there could be 100,000 new cases of swine flu a day later in the year, although many of these may not fall seriously ill.


The chief medical officer told BBC Radio Four’s Today programme the underlying message of the Imperial report was that it was very difficult to make forecasts.


“If you look at statistical modelling, it’s very valuable, but you do have to treat it with a lot of caution early on,” Sir Liam said.


“We know that, for example, from the CJD epidemic where early predictions were of hundreds of thousands and millions of cases, when in fact there have been 164.”


At present, he said, swine flu appeared to be less severe than previous pandemics and “broadly similar” to seasonal flu – which kills between 5,000 and 7,000 each year.


There have so far been 17 swine flu-related deaths in the UK.


On Tuesday, a post-mortem examination ruled that a GP who died after contracting it was not killed by the virus.


Professor Steve Field, from the Royal College of GPs, said plans to manage the outbreak were on schedule.


“What we’re learning is this is happening in hotspots around the country… so there need to be plans for individual hospitals and for hospitals to share workloads across areas,” he said.


Nearly 200,000 concerned people have contacted NHS Direct since April.


On Monday, the NHS recorded the highest number of calls yet as news of two deaths of people with the swine flu virus broke.



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