Modern Australian
The Times

Genome sequencing tells us the Auckland outbreak is a single cluster — except for one case

  • Written by David Welch, Senior lecturer, University of Auckland
Genome sequencing tells us the Auckland outbreak is a single cluster — except for one case

Genome sequencing — mapping the genetic sequences of the virus from confirmed COVID-19 cases in a bid to track its spread — is now an integral part of New Zealand’s coronavirus response. It is providing greater certainty in identifying clusters and helps focus the investigations of contact tracers.

In contrast to the first outbreak, during which only 25 of the more than 1,000 positive samples had been genetically sequenced by mid-April, genome sequencing results are now available overnight, and sometimes even on the same day. This allows health authorities to infer a connection between cases or pinpoint potential sources of infection much more promptly than before.

So far, the technique has confirmed Auckland’s second wave of cases are all part of the same cluster, except for one case identified on Tuesday who contracted the virus via exposure to a returned traveller from the United States.

But despite our rapidly improving knowledge, we still don’t know how and where the current outbreak started.

Genome sequencing proves useful to understand the cluster

There are now 87 confirmed cases in the new Auckland cluster. All are in quarantine, along with some of their close contacts.

The sequencing technology has shown its value in three distinct ways since this new outbreak was confirmed last week.

First, it identified a new case without links to the current community cluster. A maintenance worker at the Rydges Hotel managed isolation facility tested positive on Sunday. By Tuesday, sequencing results showed this case was not part of the wider cluster, but rather that the genetic sequences matched those from a US returnee who had stayed at the Rydges before testing positive and being moved into quarantine.

Without rapid genome sequencing, contact tracers would have spent considerable effort looking for a link to the known cluster. Instead, their work is now focused on finding out how the worker got infected and whether there are any intermediate cases.

Second, genome sequencing has also shown that all other cases so far are part of a single cluster. This was mostly expected based on established physical links, but the genetic confirmation is nevertheless valuable.

Contact tracing casts a broad net. If a known case has visited a school, church or large workplace, many hundreds of people may need to be tested. Genomic evidence can tell us whether any of those contacts who subsequently test positive are indeed part of the same cluster, or whether they were infected elsewhere. When we look back at the first wave of infections, several of the cases that were assigned to the same cluster were shown not to be genetically related after all, showing contact tracing alone is not fail-safe.

Third, there were a few cases for which contact tracing produced only uncertain links between people, but sequencing confirmed they were part of the same cluster.

Looking for a source

So far, genomics has given us a lot of valuable information about New Zealand’s current round of infections. But it hasn’t established the ultimate source of this second-wave outbreak. However, it has yielded some clues.

It indicates the current cluster comes from the so-called B.1.1.1 lineage, most frequently documented in the UK but more recently found in Europe, Australia and South Africa. This lineage has been seen once before in New Zealand, in a pair of cases in mid-April who were in managed isolation in Auckland.

This points to two possible scenarios. Either the second wave is due to a recent border incursion from a country where this viral lineage has been transmitted. Or, alternatively, it is the result of ongoing transmission in New Zealand starting from the pair identified in April.

Read more: Why New Zealand needs to focus on genome sequencing to trace the source of its new COVID-19 outbreak

Let’s tackle each in turn, starting with the recent border incursion theory.

The virus can be transmitted in managed isolation facilities, as the recent Rydges hotel case underlines. Around 40% of cases found in managed facilities have no available genome sequence because the sample contains too little viral material. This usually indicates a low viral load (and low level of infectiousness), but it does not rule out transmission. The source may be among one of these cases.

Neither can we rule out the possibility that a case in managed isolation or elsewhere at the border was not detected. Even testing twice (currently on days three and 12 of quarantine) is expected to miss at least 4% of cases, based on a false negative rate that is at best 20%. This high false negative rate is one reason to insist on 14 days of isolation.

Next, let’s look at the possibility of ongoing transmission in NZ since the first outbreak. With a close genomic match found, we can’t completely dismiss this possibility. But the theory also depends on some unlikely assumptions: that the infection leaked from managed isolation, was transmitted undetected for about 15 generations until finally being found, and mutated fairly slowly over that period.

This sounds very unlike the virulent, fast-spreading virus we think we know, although it’s also true the initial stages of growth of an outbreak can be slow.

Read more: Masking the outbreak: despite New Zealand's growing COVID-19 cases, there are more ways to get back to elimination faster

Ideally, we would accurately calculate the likelihood of each scenario. But even so, recent transmission across the border is clearly more likely, given the presence of this strain around the world and the absence of any intermediate cases to link NZ’s first and second waves.

Read more: 'Genomic fingerprinting' helps us trace coronavirus outbreaks. What is it and how does it work?

Even trying to determine the country of origin is hard. Many lineages, including B.1.1.1, have a wide global spread. We can understand the extent of the spread using GISAID, the global database in which viral genomes are shared. But with different countries having radically different sequencing efforts (of the 81,000 genomes on GISAID, 35,000 are from the UK alone), finding a link to a country could merely indicate that country has done lots of sequencing. An approach that combines genomic data with data on all international arrivals could be more fruitful.

Whatever the source, we can take heart in New Zealand’s response to this first known community transmission since the original epidemic. New systems to understand the epidemic have swung into action and quickly proved their worth.

Sequencing of viral genomes has become part of the pipeline to aid contact tracing. The resulting sequences will be useful to science well beyond the immediate response, as we seek to develop a deeper understanding of this virus, and epidemics more generally.

Read more: Mutating coronavirus: what it means for all of us

Authors: David Welch, Senior lecturer, University of Auckland

Read more https://theconversation.com/genome-sequencing-tells-us-the-auckland-outbreak-is-a-single-cluster-except-for-one-case-144721

Understanding the Role of an I/O Controller in Industrial Automation

Modern industrial systems depend on accurate communication between sensors, machines and control systems. An I/O controller can help manage this commu...

How the Right Mining Hose Supports Demanding Operations

Mining environments place considerable demands on equipment used for material transfer, water management and processing. Hoses operating in these co...

Simple Ideas for Making Social Gatherings More Memorable

We have all been to those parties where everyone just stands around the kitchen island, staring at their phones, waiting for someone else to make a mo...

Outdoor Wall Lights: Improving Exterior Lighting Around Your Home

Lighting can influence how a room looks, feels and functions, so the right fitting should be selected according to both appearance and practical req...

Commercial Office Cleaning: Combining Routine Office Cleaning With Melbourne Service

Keeping a workplace clean requires a service that can accommodate everyday tasks as well as the particular needs of the business. Professional comme...

Caravan Sales in Queensland: How to Find the Right Caravan for Sale QLD

Caravan ownership is about more than having somewhere to sleep while travelling. For many Queenslanders, it is one of the best ways to explore regio...

What Sir Walter Buffalo Turf Actually Costs in 2026 (And Why Quotes Vary So Much)

Two quotes landed on a Hills District homeowner's kitchen table last spring for the exact same 80-square-metre backyard. One said $12 a metre. The o...

Nearly 1,300 NSW Hospital Beds Are Occupied By People Who Are Ready To Go Home

1,276 people in NSW hospitals have been medically cleared for discharge but remain in hospital because they're still waiting for NDIS or aged care sup...

National Survey Launched to Measure Operational Impacts of Federal NDIS Policy Reforms

The effects of recent NDIS reforms are beginning to move beyond policy papers and into day to day service delivery. A new national survey is asking ...

Beyond the Nappy Cake: Baby Shower Gifts That Get Used

What new Australian parents unwrap, keep, and quietly thank you for months later. Six weeks after my daughter was born, I did an audit of the baby sh...

Parent-Advocates Are Reshaping Frontline Disability Service Delivery

Parents have always been part of the disability sector. They advocate, coordinate services, challenge decisions and often become the person holding ev...

Vista Cruises Enters "Two-Flagship Era" as Vista Aurora Completes Inaugural Voyage

Vista Aurora Sets Sail along the Yangtze. (Photo courtesy of the company)YICHANG, China — August 5, 2026 — Vista Aurora, a high-end interprovinc...

A Digital Preparation Checklist For International Medical Conferences

An international medical conference compresses many responsibilities into a few days. A delegate may need to present research, move between venues, ...

The Growing Popularity of Lab Grown Diamonds in Sydney and Hong Kong

The diamond industry has changed significantly in recent years as more buyers seek ethical, affordable, and sustainable alternatives to mined diamon...

Modern AI SEO Agency vs Traditional SEO: What’s the Difference

Search engine optimisation has changed dramatically over the past few years. Search engines have become smarter, user behaviour has evolved, and bus...

Caravan Travel for Modern Australian Getaways: Plan a Comfortable Holiday

A family road trip is one of the best ways to explore Australia together. And, travelling by caravan gives you the freedom to take your time, stop a...

Mini Excavator and Trailer Package for Sale: What I Buy as One Deal in 2026

The first client who asked me for a mini excavator and trailer package for sale wasn’t trying to save a few hundred dollars on shipping. They we...

Make Dad a Guest in His Own Home This Father’s Day

Father’s Day can accidentally turn Dad into the unpaid event manager of his own celebration. He lights the barbecue, finds extra chairs, checks wh...