2. Materials and Methods
The WICOVIR project was designed in January 2021, approved by the ethics committee of the University of Regensburg in March 2021 (file number 21-2240_2-101), proposed to the Bavarian State Ministry of Health in February, and funded at the end of March 2021. All study procedures and protocols are available online (
www.we-care.de/wicovir) and have been published in detail elsewhere [
10]. Here we present findings following the implementation of the test system in four different Bavarian counties (
Figure 1).
2.1. Local and Regional SARS-CoV-2 Testing Setup
For the county of Cham, Novogenia performed pool tests and the hospital laboratory in Regensburg performed depooling. In the Novogenia GmbH laboratory in Eugendorf/Salzburg, ribonucleic acid (RNA) was extracted using the MagnifiQ™ RNA buffer kit (A&A Biotechnology, Gdansk, Poland) using an Auto-Pure96 Nucleic Acid Purification System (Hangzhou Allsheng Instruments, Shanghai, China) according to the manufacturer’s protocol. Realtime (RT)-PCR-based SARS-CoV-2 RNA detection was performed using a Quantstudio 5 Real-Time PCR System (Thermo Fischer Scientific, Waltham, MA, USA) using the single-well dual target (open reading frame (ORF)1ab and nucleocapsid (N) gene) Fast Track Diagnostics (FTD) SARS-CoV-2 assay using a total volume of 10 µL for the reaction according to the manufacturer’s instructions. For depooling, samples were sent to Regensburg once a positive pool was identified by Novogenia. Depooling was performed as part of the study protocol either with the one-step RT-qPCR with the LightCycler® Multiplex RNA Virus Master (target E gene) using a Light Cycler 480 II Instrument (Roche Diagnostics, Mannheim, Germany) using a GeneXpert instrument (Cepheid, Sunnyvale, CA, USA).
For the county of Schwandorf, the Kneissler laboratory in Burglengenfeld performed pool testing and depooling. RNA was extracted using the foodproof Magnetic Preparation Kit VI (Biotecon, Potsdam, Germany) using either an AutoPure96 Nucleic Acid Purification System (Hangzhou Allsheng Instruments, Shanghai, China) or a RoboPrep96 (Biotecon, Potsdam, Germany), according to the manufacturer’s instructions. The RT-PCR was performed using the SARS-CoV-2 Complete Kit (Kylt, Emstek, Germany) using either a LightCycler96 (Roche, Basel, Switzerland), Stratagene Mx3005p (Agilent Technologies, Santa Clara, CA, USA) or an AriaMx Cycler (Agilent Technologies, Santa Clara, CA, USA), according to the manufacturer’s instructions. The detection was based on a single well, dual target assay, which detects the N- and S-genes of the SARS-CoV-2 virus.
For Tirschenreuth county, the Scheiber laboratory, located within the county in Waldsassen, performed pool-PCR and depoooling. RNA was extracted using the EchoLUTION Viral RNA/DNA Swab Kit (BioECHO, Cologne, Germany) according to the manufacturer’s protocol. RT-PCR-based SARS-CoV-2-RNA detection was performed using a CXF 96 or CFX Opus 96 (BioRad, Munich, Germany) using the VirQ Rapid SARS-CoV-2 kit, targeting the RNA-dependent RNA polymerase (RdRP) and envelope (E)genes (BAG Diagnostics, Lich, Germany) in a total volume of 20 µL according to the manufacturer’s instruction.
For the city of Nuremberg, the DATEV laboratory, located in the city itself, performed pool-PCR and depooling. Sputolysis of the pooled samples was achieved by addition of ascorbic acid to produce a final concentration of 62.5 mM (Roth, Karlsruhe, Germany). Afterwards, an 18 µL aliquot of the pool was mixed with 2 µL of TCEP (Tris(2-carboxyethyl)phosphine hydrochloride (25 mM, Sigma-Aldrich, Munich, Germany)) and heated at 95 °C for 5 min. 2 µL of the inactivated sample were added to the PCR reaction mix (10 µL of 2 × Luna Probe One-Step Reaction Mix (New England Biolabs (NEB), Frankfurt/Main, Germany), 1 µL of 20 × Luna Warm Start RT Enzyme Mix (NEB), 1.5 µL Primer/Probe Set (Integrated DNA Technologies), 0.5 µL UDG (NEB), and 5 µL RNase-free H20). The samples were then transferred into a MIC PCR Cycler (Biozym Scientific GmbH, Hess. Oldendorf, Germany), running the RT-PCR program of 55 °C for 15 min, followed by 95 °C for 2 min, and finishing with 45 cycles of 95 °C for 10 s and 55 °C for 45 s.
For all locations except Regensburg, depooling was not necessary during the reported period of time but would have been performed according to the standard operating procedures of established, clinically accredited routine laboratories, determined by the respective public health officers.
2.2. Ring Experiments
To investigate whether existing equipment and test-setups in each laboratory could all be used successfully for detection of positive gargle-based pools and provide comparable results, a ring experiment with blinded samples of predetermined positive and negative gargle-based pool samples was designed. Samples were delivered to the laboratories 24 h after a positive pool was initially detected, and ring testing sample work-up and PCR were performed 48 h after gargling in all laboratories on the same day.
2.3. Data Management
Commercial and routine laboratories in this study used internationally recognized standards such as Health Level 7 (HL7) and lab data transfer (LDT) as well as custom comma separated value (CSV) tables for data transfer. The WICOVIR software was implemented in Javascript (frontend) and typescript (backend), respectively. Data were stored on a PostgreSQL relational database management system. The database and application were hosted at an ISO27001 certified data center in Germany. Encrypted back-ups were generated several times per day and stored off-site in a separate data center of another host provider in Germany. A general data protection regulation (GDPR)-compliant data protection concept was implemented and approved by the data protection officer in charge.
3. Results
3.1. General Study Set-Up, Logistics, and Laboratory Testing
After receiving ethical approval, a positive funding decision, clearance of data protection issues, and the approval of the Ministry of Education to perform tests in the schools within this project, we established a website to enable broad communication of study-related issues to the public. We also set up weekly webinars for the heads of the school to transfer information necessary for implementation of the testing program in local schools in an efficient and timely manner. Beyond the initial study areas in Regensburg and Erlangen, three counties and one city area decided to participate in the early phase of the project (
Table 1).
For these counties and city, we offered local events to promote the study procedures to school directors and local authorities on-site. In the rural counties, a regional organizational team, which usually included the school board, the local health officer, and the county authority), was established in a timely manner. Our central study team supported the regional teams in the ordering of equipment and training of teachers. Local teams organized transport of samples from schools to the laboratories involved. Participating laboratories adapted study procedures to their pre-existing, standard set-up and performed confirmation tests (
Table 2).
Despite differences in the set-ups, all laboratories were able to detect positive and negative gargle-based pool samples in ring experiments correctly, although the CT values differed (
Table 3).
3.2. IT Solutions for Data Transfer
Meanwhile, the IT team implemented four different ways of transfering laboratory results into the WICOVIR software electronically, according to the needs of the individual participating laboratories (
Figure 2).
First, we implemented an easy to use and flexible data entry system, which allowed manual individual data entry. Furthermore, data exchange using a file exchange protocol based on CSV files was created. In this scenario, the laboratory software would periodically check for the presence of a request file on the WICOVIR server. Once found, the request file is downloaded and parsed and the file itself contains the sample IDs corresponding to the test pools requested. In turn, the laboratory software then uploads the results files to the WICOVIR server, where they are parsed and the values stored to the database. For laboratories that support standardized solutions, such as HL7 or LDT, this data transfer approach was provided. The standardized nature of these formats and protocols helped in the rapid development of these interfaces. However, the need to address the details of each interface and the complexity of these standards diminished to some extent the initial advantage offered. Overall, implementation of four separate interfaces was, however, successfully accomplished by a small team, and a fully operational state was achieved within four weeks, in close collaboration with IT staff from the individual laboratories.
3.3. Implementation in Different Rural Settings
On 14 March 2021, the Eastern Bavarian County of Cham (128.094 inhabitants as of 31.12.2020, 1.527 km
2), which had a seven-day incidence exceeding 200 COVID-19 cases per 100.000 inhabitants at the time, decided to participate in the project. A first pilot test, which included all children willing to participate in the primary schools of the county, was performed successfully on 22 March 2021 with samples received by the laboratory at 9:30 a.m. and pool testing results available at 1:30 p.m. Within the following two weeks, all necessary preparations were made for a regular testing scheme. We note that ethical approval was granted for the inclusion of all children attending the participating schools. After the Easter vacation, all 38 primary schools in the county participated in WICOVIR on a regular basis (
Figure 1). Samples were collected from all schools throughout the county by drivers of the local road service teams and processed by the study team in a laboratory of the local hospital in the county. Pools were unpacked from containers, and 1 mL of the pooled solution was transferred into a microtube (Micronic) under a laboratory hood, then scanned into the WICOVIR software system. The workflow was established with three workers, with one person unpacking, one pipetting, and one registering, so that up to 220 pools were prepared for automated analysis within 75 min at Novogenia GmbH laboratory in Eugendorf /Salzburg and, subsequently, also in the central WICOVIR laboratory in Regensburg.
Pooling results were available the same evening, and in the case of a positive pool, depooling was performed in the WICOVIR laboratory in Regensburg the next morning. The local public health office informed the schools and families about positive results on the evening of the test, and a quarantine was implemented until the positive individual was identified the following morning. Within the first four weeks after implementation of the testing program, 15,724 tests were performed, identifying three positive cases. Three weeks into the project, testing was further extended to an additional 3000 children returning to primary schools after lockdown, and a further three positive cases were detected.
The rural County of Tirschenreuth was a COVID-19 hotspot in the first wave of the pandemic in Germany in the spring of 2020, and showed a high incidence of infections again early in the second wave in the winter of 2020–2021. However, through intensive voluntary testing introduced early on in 2021 and strict infection protection measures, as well as the participation in scientific evaluation of the previous breakouts, Tirschenreuth achieved a continuously low incidence of new COVID-19 cases early in 2021. Participation in the WICOVIR project was thus a logical next step. Overall, eight schools, with 2280 students and teachers, participated in the project. The program was initiated on 22 April 2021, and after clearing administrative issues and financing, regular testing started on 10 May 2021. For testing in Tirschenreuth county, a local laboratory was available, substantially reducing transport time to less than one hour. WICOVIR was also set up in the rural county of Schwandorf, in which testing was implemented in a selection of primary and secondary schools using a laboratory in the county. Due to restrictions in financing, however, only seven schools were able to participate in the testing there.
3.4. Implementation in an Urban Setting
In the city of Nuremberg, a large company took the initiative to establish their own testing laboratory in close cooperation with the WICOVIR Erlangen central laboratory. A laboratory container was established on the company site for testing of employees, and resources were donated by the company for school testing. The container was delivered to the site on 06 April 2021. The first laboratory employees started on 12 April 2021, and after a test phase under the supervision of the Erlangen laboratory, regular testing commenced on 15 April 2021. Within the first three months, 1738 pools, including 18,671 individuals, were tested. The number of schools in which testing took place increased to 16 over this time period.
4. Discussion
After establishment of WICOVIR facilities for testing for SARS-CoV-2 infection in schools in two large, centrally located scientific laboratories in Erlangen and Regensburg, we show here how the WIOCIVR protocol can be successfully implemented within four weeks in rural and urban regions with minimal effort, making use of pre-existing logistical structures and laboratory testing facilities or by creating new regional collaborations. Quality of testing and comparability of test results were assured through ring experiments. A common databank structure allowed for a shared but anonymous analysis of study results and quality control in real time. Close collaboration with public health officials on site, the school administration, and local authorities were keys for success.
The overall technical feasibility of gargle-based pool testing in a pandemic has been shown repeatedly [
10]. In a previous feasibility study, we established that implementing an algorithm that required participating families to remember to access a web-based app on a regular basis, to enable selection of participants for each testing round, based on an algorithm to maximize the probability of detecting a positive case, was a rate-limiting step [
7]. The inclusion of all pupils attending the participating schools in the WICOVIR program, made possible by the reduction in testing costs, enabled implementation of a successful monitoring program, in which chains of infection were broken before the emergence of symptoms [
10]. The question remained, however, whether such an approach could be implemented outside of a clearly defined study setting, such as on a university campus or within a small test area, and, if applicable, which resources and set-ups would be necessary for a rapid implementation.
Overall, we found that regulatory issues were the most cumbersome and time-consuming aspect to be overcome in the process of establishing such a test program. Once all data protection issues were cleared centrally with the Ministry of Education, all other steps in the implementation process on site were comparatively easy. Whenever local authorities and school boards were convinced that pool testing offered an advantage for schools and pupils, their support was overwhelming. Major concerns at the start were the reliability of gargling at home, additional restraints/workload for the schools, time until test results are communicated, and logistics (supply and transport).
We addressed all general issues extensively in our previous publication, and we showed that these did not depend on the region where the test system was implemented [
10]. We demonstrated that the test system is safe, as it protected participating schools from outbreaks; efficient, as it successfully led to the identification of a positive individual within a day; and cost-effective, as it reduced the costs per tested participant to less than €1 in the study setting. In contrast, the issues of documentation and communication of results may be affected by the respective regional laboratory set-ups. However, our IT team developed solutions for all situations we encountered in the participating laboratories, and these are applicable to almost every other laboratory set-up [
6,
7,
10]. Once the software was established, information flow pertaining to schools, health officers, and test participants was swift. Depooling results were always communicated to health authorities and participants within a day. To make timely use of the test data by health officers is important in rendering the test system successful in preventing disease spread. Rapid testing without a similarly swift reaction of health officials to contain transmission is of no value.
Supply logistics with test equipment (plastic ware) were organized centrally to reduce costs and guarantee the availability of plastic ware in times of material shortages and quadrupling prices, which were relevant even in an industrialized country such as Germany. The insufficiency of supplies emerged as a substantial limiting factor for testing, and resource-sparing procedures are thus key to the success of such a testing system. In our system, tubes for gargling were personalized and reused by the test participants and laboratory procedures were designed to use a maximum of only two pipette tips per pool sample.
Transport logistics of the gargle-based pool samples in large counties presented a major concern at the beginning of the project. A range of solutions were developed to solve this issue. For example, in Cham County, which is a large region, the schools were grouped into four routes, with a driver for each. The driver picked up samples in the morning, and the first batch was delivered to a central collection point in the county (laboratory of the local hospital) by approximately 8:30 a.m. Pipetting could then start, while samples from farther, more remote schools, were delivered later (
Figure 1, small graph). In Cham, drivers were recruited from the county workforce, but in other instances, members of the families whose children attended the schools volunteered to provide this transportation. The lengths of individual routes were limited in order to avoid delays in the processing of the samples. Transport logistics are sensitive to external disruption such as the traffic situation or weather conditions and require adequate human resources and detailed planning.
At the central collection point in the laboratory of the local hospital, pool-samples were registered in the documentation system and pipetted into matrix-tubes for automated processing in the testing laboratory, dramatically reducing the volume for transport (by a factor of 100-fold) and allowing a swift handling of the samples in the testing laboratory. (As samples had already been registered in the test system, no further documentation was required in the testing laboratory.) For this step, a laminar air flow, a vortex, a pipette, and a documentation system (barcode scanner and laptop) were needed. On average, 200 pools were transferred into matrix-tubes and documented within 75 min, before they were sent on to the testing laboratory. This transfer step relies on manual work and is a rate-limiting step in the automatization of the process.
In our opinion, having a test laboratory within the county or region offers a crucial advantage, as it reduces transport time (and thus time until results are available to participants). In addition, performing PCR testing locally was perceived by the study team, in communication with the schools and families, to strengthen the feeling of self-empowerment within the community in fighting the pandemic, resulting in the establishment of a partnership based on trust between the test laboratory and the local community. However, as shown in the set-up for Cham, such a local laboratory is not a prerequisite for a successful implementation. Nonetheless, when depooling is necessary for positive pools, long transport times may lead to the availability of depooling results only on the following day, which can critically delay identification of positive individuals and the timely implementation of protective measures to break an infection chain.
We conclude that even without a local laboratory in the county, testing in schools using the WICOVIR protocol can be achieved successfully within less than four weeks, and logistical challenges can be overcome. With the WICOVIR setup, testing in schools is easy to set up, reliable, and low in cost, leading to timely results which were generally available on the same day or within a maximum of 24 h.