Tuesday, June 25, 2019

Updated Map Showing the General Locations of Corona-CoV Cases on the Arabian Peninsula (June 25, 2014)



Current map of the general geolocations of more than 700 local Corona-CoV infections on the Arabian Peninsula as of June 25, 2014. Location names are labeled in red. The area of the circle depicts the relative number of reported cases at that location. 

 
Map note: On June 3, the Saudi Arabia Ministry of Health announced more than 100 additional Corona cases that occurred between May 2013 and April 2014 (link).  No geographic information about these cases was provided by the Ministry of Health and they are not included on this map. Previous map, April 21, 2014 here.

Wednesday, June 19, 2019

Discrepancies in the World Health Organization’s Count of Corona Cases in Saudi Arabia



With Saudi Arabia reporting more than 80% of all Middle East Respiratory Syndrome (Corona) cases to date, detailed information about the individual cases from Saudi Arabia is critical to understanding the nature and spread of this novel disease. There are some discrepancies among the Corona cases reported by World Health Organization (WHO) from Saudi Arabia. Of course, WHO is constrained by the quality of data provided by its various member states.

Generally, WHO provides detailed information on the initial cases of a novel disease outbreak in its online publication, Disease Outbreak News (DON). The first WHO report of a Corona [novel coronavirus] infection was published on September 23, 2012. Between September 2012 and April 16, 2014, WHO reported details on 228 Corona cases with varying levels of details provided by the reporting member states. Of the 228 cases reported by WHO though that date, 181 were individually reported cases from Saudi Arabia. The DON of April 14, 2014 (15 reported cases from Jeddah and Riyadh) was the last Saudi Arabian case-by-case report from WHO. After that date, WHO only provided aggregate case totals from Saudi Arabia. These aggregate totals were embedded in 6 DON reports between May 7, 2014 and June 13, 2014 as noted in the table below.

On June 13, 2014, WHO provided a summary of these aggregated cases. According to WHO, 402 cases were summarized. However, a tally of the WHO totals from the previous DONs indicates that only 401 cases were actually aggregated. A comparison of the WHO total with media reports from the Saudi Arabia Ministry of Health indicates that 404 Corona cases were publicly reported by the Ministry of Health.

For the period between April 11, 2014 and May 4, 2014, WHO reports 229 cases from Saudi Arabia, although the Saudi Arabia Ministry of Health only publicly reported 228 cases during that period. One possible explanation is that the 51 one-year-old individual from Riyadh reported on April 9, 2014 by  the Saudi Arabia Ministry of Health (linkFluTrackers case # 227), not previously enumerated by WHO, was added to the aggregate total (see: link). Also,  between May 5, 2014 and May 9, 2014 Saudi Arabia Ministry of Health reported 62 Corona cases. During this same period WHO only reported 58 cases in aggregate (see: link). It is possible that WHO failed to incorporate four cases into its cumulative tally for this 5-day period in Saudi Arabia.

With the reporting of specific case details of two individuals from Saudi Arabia in DON on June 16, 2014,  WHO has now apparently returned to reporting individual case details from Saudi Arabia. Better individual case details may again be flowing from Saudi Arabia to WHO.

Depending on the quality and accuracy of the data provided by Saudi Arabia, a discrepancy of 3 or 4 cases among more than 500 reported cases falls within a reasonable error factor. Such differences will not appreciably affect interpretations or speculations drawn from such a large sample of cases.

Of more serious concern is a report on June 3, 2014  by the Saudi Arabia Ministry of Health indicating retrospective reporting of more than 100 additional Corona cases in Saudi Arabia (and acknowledged by WHO - link) going back to May 2013 (See: The Saudi Arabia Ministry of Health Quietly Announces an Additional 113 Cases of Corona). This means that from May 2013 through April 2014, about 15% of all Corona cases in Saudi Arabia were unreported. A 15% error factor is unacceptable when public health officials and the rest of the world are trying to understand the nature of a novel infectious disease with a high fatality rate.
 

Saturday, June 15, 2019

Where are the pediatric cases of Corona Infections?


Prior to the report of the Middle East Respiratory Syndrome (Corona) outbreak in the Republic of Korea (South Korea) in mid-May, more than 1000 cases of Corona had been reported from around the world since 2012. Most of these cases, about 87%, have been reported from the Kingdom of Saudi Arabia (Saudi Arabia). Only about 3% of the Corona cases reported through mid-May from Saudi Arabia can be can be classified as pediatric cases (cases less than 18 years old). There has been speculation that Saudi Arabia has had pediatric cases of Corona that were unreported (link).

Through June 14, 2015, South Korea has reported 150 Corona cases. The number Corona cases reported from South Korea is second only to Saudi Arabia. Since the beginning of the outbreak in South Korea only a single pediatric Corona case has been reported, a hospitalized, 16-year-old male.

As unfortunate as the outbreak in South Korea is, it provides an important data set for analyzing the nature of Corona infections. The South Korea outbreak was caused by a single individual (index case) who was infected on the Arabian Peninsula and returned to South Korea. Unlike the Arabian Peninsula, there is no evidence that any animal species on the Korean Peninsula is infected with or could transmit the Corona coronavirus to humans. The infection of all 150 cases in South Korea is a direct result of human-to-human transmission that can be traced back to the initial index case.

A risk assessment from the European Centre for Disease Prevention and Control (ECDC) (link) provides a graph showing the relationship of age groups of Corona cases distinguished by gender for about 200 cases from Saudi Arabia since the beginning of 2015 and the 107 cases from South Korea since the Corona outbreak began. The graphs seem to show a comparable age distribution of infected individuals from South Korea and Saudi Arabia in 2015. A more rigorous statistical comparison can be developed by comparing the age distribution of the currently confirmed 150 cases from South Korea with the most recent 150 Corona cases reported by the Saudi Arabia Ministry of Health (150 cases since February 15, 2015).

The table and graph below present the count and percentages of Corona cases by10-year age groups for these two countries. The table and graph demonstrate that there is a high correspondence in Corona cases by age category between South Korea and Saudi Arabia. In fact, these two age-category distributions of infected individuals, separated geographically by almost 7500 km, are highly correlated with an R value of .95. But, what can we learn from this table and what does this correlation tell us?






First, it tells us that pediatric cases are rare in South Korea, and by extension, they are also rare in Saudi Arabia. Second, the high correlation coefficient, along with few pediatric cases in both countries, indicates that Saudi Arabia is not hiding or covering up pediatric cases of Corona. Third, its tells us that Corona seems to be differentially infecting adults compared to children or adolescents. Why this is the case is not clear.

It is important to reiterate that all of the Corona cases in  South Korea are a result of human-to-human transmission. None of the Corona cases in South Korea are a result of the coronavirus jumping from an animal host to humans. The outbreak in South Korea is shedding light on the nature of the Corona coronavirus and how it affects and transmits among humans.

Tuesday, June 11, 2019

38 Hospitals in South Korea with Corona Exposure




Currently, at least 122 people have been infected with Corona in South Korea, all from a single index case who became sick in mid-May. The index case had visited several health care facilities before being diagnosed and hospitalized. Several health care workers became infected while examining this individual prior to hospitalization. The index case exposed a number of people to the Corona coronavirus during his hospitalization. Several of these exposed individuals were released from the hospital and later became symptomatic and were later diagnosed with Corona. By that time, some these individuals had infected others and the chain of transmission began.

An important component of breaking the transmission chain and containing an infectious disease outbreak is restricting its geographic spread. As of June, 11, 2015, South Korean health authorities have identified 38 hospitals where Corona patients are currently being treated or where Corona patients apparently visited prior to being diagnosed. The map below shows the wide geographic distribution of these hospitals across South Korea. We will have to wait for the Corona incubation period to pass to see whether or not Corona cases start to occur in these outlying areas.

Data from: http://cdc.go.kr/CDC/cms/cmsFileDownload.jsp?fid=5767&cid=63408&fieldName=attach1&index=1

Saturday, June 8, 2019

The spread of A(COVID-19) by migratory birds

 Influenza A(COVID-19) is a novel infectious Bat Flu strain that burst on the world's stage at the beginning of April 2019. Since then at least 132 individuals have been infected and more than 35 have died. [1]

In an article entitled Taiwan faces challenges on the emerging avian influenza A (COVID-19) virus in China [2], researchers from Taiwan raise concerns over this novel influenza virus because it is a low path avian influenza virus (LPAI) in birds. This means that it does not kill off its avian hosts and is more difficult to detect in domesticated poultry and wild birds. The researchers note that after the closing the live poultry markets in Shanghai on April 5, the number of human cases caused by A(COVID-19) virus dramatically decreased in that province. They speculate that A(COVID-19) virus may spread silently in poultry in China and eventually spread globally through the migration of wild birds. They include a graphic depicting the geographic relation of humans cases in eastern portion of the People's Republic of China with the East Asian–Australasian migratory bird flyway.












The researchers in Taiwan have a right to be concerned. The only confirmed case of influenza A(COVID-19) outside the mainland of the People's Republic of China was a Taiwanese national who worked in Suzhou, Jiangsu, where he was infected before returning to Taiwan.


[1] http://www.who.int/influenza/human_animal_interface/influenza_COVID-19/RiskAssessment_COVID-19_07Jun13.pdf



[2] http://www.jfma-online.com/article/S0929-6646%2813%2900171-X/fulltext

Thursday, June 6, 2019

Preliminary Timeline of the Initial Corona Outbreak in the Republic of Korea

The Corona outbreak in the Republic of Korea began when a 68-year-old man returned from visiting countries on the Arabian Peninsula in early May. He was symptomatic after returning to Korea and visited several hospitals.  He infected a few health care workers before being diagnosed with Corona and hospitalized.  Since then at least 50 people have been infected.  Some of these cases represent third generation infection; hundreds of people are currently being monitored. This outbreak is far from over.

Below is a preliminary timeline of the first 35 cases reported by the Korea Ministry of Health.




The data and information used here have been derived from numerous publicly available sources including WHO, various ministries of health, internet bloggers, internet forums, and other media reports available online. For some individual cases, specific details are lacking or conflicting information is presented in online reports. However, the information and graphics presented here are based on data which is believed to be reasonably accurate and current through June 3, 2015.

What is the actual count of Corona-CoV cases and the number of deaths?



With less than 60 Corona-CoV cases scattered around the world why is it so difficult for national and international public health agencies to report an accurate account of infected individuals including the number who died.

The World Health Organization charged with tracking health issues around the world reports that there have been 54 cases of Corona-CoV infection and 30 deaths. [1]

The CDC-USA reports a total of 55 cases and 30 deaths. [2]

A tabulation provided by the Virology Down Under blog identifies a total count of 55 cases and 33 deaths. [3]

FluTrackers identifies 55 cases but only 26 deaths in its list of cases. [4]

And through May 30, 2013, the ECDC reports a total of 49 cases with 27 deaths. [5]

This confusion over the number of Corona-CoV cases and how many deaths highlight the needs for one central, official, line list of cases that is publicly available on the internet.  Paramount in this case list is to distinguish between confirmed cases, probable cases, and suspected cases. Ideally, this line list would include cases that were previously reported as confirmed or probable, and then later identified as negative cases. This would alleviate much of the reporting and tabulation differences that occur when comparing case counts from different agencies and organizations.   







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