Introduction

Chinese doctors first noticed a pneumonia disease caused by a new type of coronavirus in Wuhan city, China, in December 2019 [1]. The causative agent, later recognized as severe acute respiratory syndrome-related coronavirus (SARS-CoV-2), and the disease it causes is now designated as COVID-19 [2]. According to World Health Organization [3], more than 281 million COVID-19 cases have been registered worldwide since its occurrence till December 29, 2021, with more than 5.4 million deaths. The USA has the world’s top number of registered incidences and deaths. After the USA, India, Brazil, the UK, and Russia have the most cases. After the USA, the biggest numbers of deaths are in Brazil, India, Mexico, and Russia [Figure 1].

Fig. 1
figure 1

WHO reports weekly COVID-19 cases and deaths by region [4]

Full size image

After the initial incidence of COVID-19, most countries were completely unprepared for its spread. Various forms of social separation and shutdowns in many locations have drastically affected the living standards of billions of people around the world. As a result of business closures and travel restrictions, the global economy has been significantly affected. Thus, many healthcare systems faced significant transmission before adequate testing was in place to allow isolation and tracking [4]. The ease of global access of precise and quick testing methodologies is critical for deciphering the complicated patterns of SARS-CoV-2 infection and immunity. To that purpose, academic institutions, research centers, and businesses globally have been working diligently to advance and manufacture vital diagnostic kits. Vaccines to prevent COVID-19 infection are currently available, and research is underway to develop therapeutics to treat and manage future epidemics of SARS-CoV-2 infection [5]. However, the difficulty of containing the COVID-19 pandemic has been exacerbated by the introduction of many SARS-CoV-2 variations, including B.1.1.7 (Alpha), B.1.351 (Beta), P1 (Gamma), and B.1.617.2 (Delta), and recently omicron SARS-CoV-2 (B.1.1.529), a new COVID-19 variant, which have enhanced spread and resistance to vaccines and treatments posing concerns to the society [6]. Therefore, diagnostics and biosecurity play a significant role in limiting the COVID-19 infection. Centralized laboratories provide specific and sensitive assays, for example, virus isolation, high-throughput polymerase chain reaction (PCR), and enzyme-linked immunosorbent assays (ELISAs); but they are expensive and subject to complex instrumentation that require well-trained operators. For COVID-19 asymptomatic infections, there are no detectable clinical manifestations, for example, pyrexia [7]. At this point, screening of individuals in crowded locations and in-time isolation of infected people cannot be performed with the utilization of infrared thermography. The reverse transcription polymerase chain reaction (RT-PCR) assay targeting the RNA of SARS-CoV-2 is presently the gold standard diagnostic approach for COVID-19 detection [8, 9]. Loop-mediated isothermal amplification (LAMP) techniques, for example, reverse transcription LAMP (RT-LAMP), are also increasing in popularity [10]. However, given the failure of many nations to implement extensive testing during the COVID-19 pandemic, further efforts and resource implementations in disease diagnostics research and innovative technology development are needed for rapid and detection of SARS-C0V-2 and its mutations [11]. Here, we review various molecular, immunological, and biosensor approaches for detection of SARS-CoV-2 infection with some commercially developed POC tests. These assays and tests will assist researchers to develop accurate, simple, fast, and inexpensive diagnostic techniques for monitoring of COVID-19. It is anticipated that this will allow researchers to track present and future infectious diseases, putting humanity in a better position to tackle disease outbreaks in the future.

The sources of SARS-CoV-2

In the 1960s, human coronaviruses (HCoVs) isolated from upper respiratory infections were described as HCoV-229E and HCoV-OC43 [12]. Next, in the early 2000s, HCoV-NL63 and HCoV-HKU1 and in 2002, a SARS-CoV syndrome emerged in southern China [13]. A Middle East respiratory syndrome-related coronavirus (MERS-CoV) syndrome was observed in Saudi Arabia in 2012 [14], followed by COVID-19. The detail about emergence of coronaviruses was described by other authors [15, 16]. In the past, all human epidemics of coronaviruses and betacoronaviruses were caused by direct contact with bats, rodents, or mice and indirect transmission by human host such as birds and animals located adjacent to humans. Human coronaviruses have animal origins, as shown in Figure 2 COVID-19 source. It was rumored at first that SARS-CoV-2 originated as a result of human modification of an original coronavirus. However, to a considerable extent, our understanding of the animal source of SARS-CoV-2 is presently insufficient [17]. The virus’s reservoir carriers have yet to be identified. It is unclear whether SARS-CoV-2 was transmitted to humans via an intermediary host and, if so, which animals might have served as that intermediate host. The presence of coronavirus sequence strains RaTG13, RmYN02, and pangolin coronaviruses in animals suggests that a variety of coronaviruses comparable to SARS-CoV-2 are spreading [17]. Furthermore, whereas mutations have been implicated in the evolution of various sarbecoviruses, including SARS-CoV, it cannot be ruled out that viral RNA recombination among related coronaviruses played a role in the creation of SARS-CoV-2. However, according to the authors, it is not possible to confirm the origins of SARS-CoV-2 or refute the other theories at this point in time [18].

Fig. 2
figure 2

Adapted from Rabi et al., licensed CC BY 4.0 (2020) [15].

The origins of human coronaviruses in animals.

Full size image

Targets for molecular detection

SARS-CoV-2 is a positive-sense, single-stranded RNA enveloped virus and the size of its genomic RNA is ~30 kb in length [19, 20]. The surface of virion is lipid bilayer hijacked from the host cell and the virus is mostly spherical in shape, approximately 50–200 nm in diameter [21]. The SARS-CoV-2 genome includes 5′ and 3′ untranslated regions (UTRs), six open reading frames (ORFs), including ORF1a/b, which encompasses 16 non-structural proteins (nsp) associated to the replication-transcription complex, four structural proteins, spike (S), envelope (E), membrane (M), and nucleocapsid (N), and several other non-structural, special structural, and/or ancillary ORFs (ORF3a/b, 6, 7a, 7b, 8, and 10) [22] [Figure 3 SARS-CoV-2 structure and genome]. The genes of both structural proteins and species-specific ancillary genes of non-structural proteins such as ORF1a and ORF1b, RNA-dependent RNA polymerase (RdRp), and hemagglutinin-esterase (HE) needed for viral replication are used as molecular targets. For instance, the CDC in the USA proposes two nucleocapsid protein targets (N1 and N2) [23] whereas the WHO advises an E gene assay and subsequently by a validation assay utilizing RdRp gene as a preferred diagnostic test [24]. On the other hand, China CDC targeted ORF1ab, N, and nCoC_IP2 for RNA detection. In addition different countries (Germany, France, Japan, Hong Kong, Thailand) recommended different ways of selecting targeted genes of interests for detecting SARS-CoV-2 (Table 1 Primer and probe [25–27]). A few of these molecular targets have been employed in nucleic acid diagnostics by researchers from various nations. Minimally, two molecular targets for SARS-CoV-2 diagnostics should be added to eliminate any cross-reaction with other common coronaviruses and possible variations in genes of SARS-CoV-2. Thus far, there has been no hint that any of the sequence areas included in clinical diagnostic test gives a distinct benefit. Nonetheless, to limit the consequences of changes in the gene sequences, the optimal concept would incorporate a minimal conserved area and one unique area with a positive and a negative control, particularly when the virus spreads among fresh regions.

Fig. 3
figure 3

The overall structure of SARS-CoV-2 is seen in this diagram. A The viral surface proteins such as spike protein (S), small envelope protein (E), and membrane protein (M) are embedded in a lipid bilayer envelope generated from the host cell. Inside the viral envelope is single-stranded positive-sense viral RNA coupled with the nucleocapsid protein (N) (above). B The RNA genome includes 5′ and 3′ untranslated regions (UTRs), a 5′ methylated cap (ME), and a 3′ poly-A tail. The genes that code for non-structural proteins (Nsp) and spike (S), membrane (M), envelope (E), and nucleocapsid (NC) proteins are shown in the diagram (below).

Full size image
Table 1 Comparison of RT-PCR tests/primers, probes by various countries for SARS-CoV-2 diagnostics [25–27]
Full size table

Targets for protein detection

The process of coronavirus infection and assembly is critical for selecting the most appropriate detection methods and laboratory testing. The structural S protein performs a crucial role in virus assembly, fusion, invasion, and replication [28]. For viral replication, the M and E proteins are required. The M protein is in charge of nutrition transmembrane transport and envelope construction, whereas the N and E proteins, as well as a number of auxiliary proteins, impede the host immune response or serve other unknown activities. The S and N proteins are among the most efficient antigen markers for COVID-19 disease diagnostics [16]. Furthermore, resemblances between SARS-CoV, MERS-CoV, and SARS-CoV-2 allow for the potential of use or modification of current diagnostic approaches and effective therapeutic for COVID-19. SARS-CoV-2, conversely, has a varied gene location and the potential for further diversity in the genomic region owing to the virus’s pandemic-range transmission [16].

The S gene determines the S proteins, which are split into two functional subunits: aminoterminal (S1) and carboxyterminal (S2) [21]. At the S1-S2 barrier, there is a beneficial furin cleavage that can promote infection of the host cell. The S1 domain comprises the six-amino-acid spike protein receptor binding domain (RBD), while the S2 domain is responsible for fusion [21]. Human angiotensin-converting enzyme 2 (ACE2) is present on respiratory, renal, and gastrointestinal cells, and SARS-CoV and SARS-CoV-2 bind to it for the onset of infection [21]. This ACE2, the SARS-CoV-2 receptor, can be matched with commercially available antibodies to detect SARS-CoV-2 S1 protein [29]. Furthermore, Serine 477 (S477) in the S protein has been the most often exchanged amino acid residue in the RBDs of SARS-CoV-2 mutants. As a result, S477 and its two most common mutations (S477G and S477N) are important to investigate and detection [30].

Prior investigations on numerous SARS-CoV-2 genome sequences showed about 4% genomic mutation of the entire 220 strains tested [31], implying that distinct strains overlap, which could pose a difficult role for many diagnostic approaches. The coronavirus exhibits S protein immunogens to detect the COVID-19 causal virus [32]. The immune system’s production of immune globulins improves the detection method. As a result, immune globulins are critical for detecting COVID-19 and maybe treating it [33]. Antibody detection is based on the proteins immunoglobulin M (IgM) and (IgG) and (IgA) [34]. Apart from antibodies, there might be other proteins and cellular markers in infected patients’ respiratory, blood, and fecal samples [35] that might be confused with other illnesses. Therefore, various approaches must be employed to detect the impacts of SARS-CoV-2, initially to establish the diagnosis, followed by detecting the viral nucleic acid, particular viral proteins, or virions of the SARS-CoV-2 virus [16]. In-depth understanding of the morphology and biochemical properties of SARS-CoV-2 infection will facilitate the development of novel diagnostics for detection of COVID-19.

Diagnosis of SARS-CoV-2

SARS-CoV-2 presents a distinctive biological feature that poses a number of obstacles to world healthcare structures and has resulted in a weak reaction to the infectious disease’s containment. Numerous innovative and improved diagnostic techniques have been produced making them accessible at a range of settings due to the research and advancement attempts of clinical laboratories and university researchers. SARS-CoV-2 can now be detected using a number of different diagnostic procedures [36]. Despite the fact that these approaches are robust and sensitive, their sensitivities have been modified by the selected diagnostic method, burden of the virus, and person-specific immune reaction. Because of the virus’s extended incubation time, one of the most difficult aspects of diagnosing COVID-19 is the necessity to use several detection strategies. It is important to distinguish between certain time points for SARS-CoV-2 detection, performing genetic components any time point after infection, and antibodies must be detected using serological methods at distinct time points after infection. Along the course of illness, Figure 4 depicts a graphical time frame regarding the suitable diagnostic approaches.

Fig. 4
figure 4

The most studied detection approaches along the trajectory of infection for SARS-CoV-2. The figure depicts the dynamic range of SARS-CoV-2 infectivity, viral RNA, and host immunoglobulins (IgM and IgG), as well as COVID-19, time kinetics. Upon hitting a measurable level in blood, antibodies undergo seroconversion. Note: The amounts of each antibody shown in this chart are for illustration purposes only and do not represent actual values. This is an exemplary design, and it should be noted that there are variations in the literature, particularly for the slope tails. We chose to preserve the excellence and quality until more data was gathered and a consensus is reached on the time courses.

Full size image

SARS-CoV-2 has been detected using a range of analytical approaches [36]. Figure 5 summarizes some key diagnostic approaches for detecting SARS-CoV-2. Nucleic acid is quantified using molecular methods and genosensors, and infected patients’ immunoresponse is quantified through protein detection (antigen and antibody) using immunoassays and immunosensors [36]. Immunoassays are price-efficient, sensitive, fast, and selective. However, they need time-consuming washing processes that are difficult to automate [37]. Contrasting to immunological tests, genetic content-related approaches usually display higher sensitivity and selectivity [37]. Nucleic acids detection, on the other hand, frequently necessitates rigorous procedures and technically talented workers [37], making consequently bulk testing in a pandemic event impractical. As a result, issues must be resolved in both methods of detection in order to develop an efficient diagnosis, as this will be described more in this review study.

Fig. 5
figure 5

An overview of the most important detection approaches with their major characteristics

Full size image

Molecular detection methods

Nucleic acid detection methods have developed rapidly and become a revolutionary technology for molecular diagnostics. The identification of RNA from the SARS-CoV-2 virus, the pandemic’s causative infectious agent, is used to provide a molecular diagnosis of COVID-19. The initial genome sequence of SARS-CoV-2 was determined with metagenomic RNA sequencing, an impartial and high-throughput technique for sequencing numerous genomes [38, 39]. Subsequently, the sequence was added to the GenBank sequence repository portal that allows scientists to design primers and probes for nucleic acid-based SARS-CoV-2 diagnostics [38].

Specimen collection handling and storage

Improper specimen collection, storage, and transport are likely to produce false test results for COVID-19. For SARS-CoV-2, the Centers for Disease Control and Prevention (CDC, USA) suggests testing lower respiratory tract specimens, if accessible (https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-recommendations.html). In addition, sputum, oropharyngeal, or nasopharyngeal swab/wash can be collected using sets that are available commercially that varies from one supplier to the next [40]. Nasopharyngeal specimens may miss early infection; a deeper specimen may need to be obtained by bronchoscopy [41]. These procedures require legitimate biosafety precautions, well-trained staff, and may not be accessible in many parts of the world. Saliva and serum are potential sources of biomarkers for testing, monitoring, and prevention control in SARS-CoV-2 infections [42, 43]. However, only 15% infected individuals hospitalized with pneumonia showed detectable RNA in serum. Personal protective equipment, such as N95 masks or face masks, eye protection, gloves, and a gown are recommended during specimen collection. Specimens should be stored at 2–8 °C for up to 72 h or at −70 °C or below for delayed use (https://www.cdc.gov/coronavirus/2019-ncov/lab/guidelines-clinical-specimens.html).

Extraction and purification

Performance of the COVID-19 molecular diagnostic assays is dependent upon the amount and quality of template RNA purified from specimens. Several commercial vendors offer RNA extraction kits and procedures that have been qualified and validated for recovery and purity of RNA for use [44].

Standard PCR assay

The PCR test for COVID-19 is a molecular one that looks for genetic information of SARS-CoV-2, the virus that causes COVID-19, in the upper respiratory tract. Researchers employ PCR technology to convert small amounts of RNA from specimens into DNA, which is then repeated until SARS-CoV-2 is detected if it exists. Due to its enormous versatility, high sensitivity, and high sequence specificity, the PCR assay has become a routine practice for identifying coronaviruses [45]. Usually, coronavirus RNA is converted into cDNA by reverse transcription. Next, PCR is performed followed by amplicon analysis through conventional detection methods or instruments such as gel electrophoresis and sequencing methods for detecting coronaviruses [46]. Since it was approved for use in February 2020, the PCR test has been the reliable standard for diagnosing COVID-19 (https://www.eurofinsus.com/safer-work/resources/blogs/blog-what-makes-covid-19-pcr-testing-the-gold-standard/). However, these methods are tedious and expensive to use in clinical settings.

Real-time PCR (qPCR) as a reference test

Nucleic acid-based real-time reverse transcriptase-PCR (RT-PCR) assay is advantageous for early diagnosis of coronavirus infection [47]. In general, the assay design process requires two principal steps: (a) sequence alignment, primer, and probe design, and (b) assay optimization and testing. In January 2020, the China CDC disclosed publicly the genetic sequence of the SARS-CoV-2 [38]. This empowered countries to design primers for RT-PCR tests that have become the reference test for the diagnosis of COVID-19. A number of SARS-related viral genome sequences were aligned and analyzed to design a set of primers and probes [48]. The RT-PCR assay can be structured as a two-target framework, where one universal primer set can detect various coronaviruses including SARS-CoV-2 and a second primer set only recognizes SARS-CoV-2. One of the existing problems of the qRT-PCR process is the use of a fluorescent tag attaching to the primary signals generated by amplified DNA. This system not only adds to the equipment’s cost but also adds to its interpretations. Developing countries and outside laboratory settings with little resources are less interested in this technology. The efficacy of commercialized RT-PCR kits has not been rigorously controlled. For clinical sample analysis, the presence of safe and stable outside positive controls could be avoided in real-time RT-PCR assays [49]. For now, the quickly mutating nature of SARS-CoV-2 necessitates an accurate detection of genetically diverse coronaviruses [50]. Multiplex real-time RT-PCR assays can be used to detect coronavirus accurately with great sensitivity avoiding the risk of false-negative results [47]. For assay optimization, controls need to be carefully chosen to guarantee the quality of the test and to distinguish experimental errors. Real-time RT-PCR cycle threshold (Ct) values represent the number of amplification cycles required for the target gene to exceed a threshold level [51]. The Ct values are inversely related to viral load and can provide an indirect method for measuring the copy number of viral RNA in the sample; however, the utilization of Ct values as an intermediary of viral load is impacted by the test itself and components inside the sample matrix that can influence amplification competency [52]. It has recently been proposed that the viral load of SARS-CoV-2 might be a significant factor in deciding both disease intensity and probability of transmission [53, 54]. There are some constraints to RT-qPCR, for instance, sample quality must be adequate, and qualified personnel are necessary. Furthermore, in the primary phases of the disease, RT-PCR tests may miss detecting SARS-CoV-2. False negatives have been reported in participants for up to 2 weeks, according to some publications [55]. The variability in viral infectivity, and the volume of virus in patient populations, could be the cause. Differences can arise as a result of the disease’s progression. It is also likely that the sample site is not appropriate, the virus-containing specimens are not collected, or that the detection procedure is not consistent. These flaws restrict the utility of RT-PCR tests in a variety of situations. Despite these drawbacks, RT-PCR is still the gold standard for verifying COVID-19 diagnosis. Since the outbreak of the pandemic, numerous efforts have been made to produce handheld PCR devices [56, 57]. CovidNudge, a lab-on-a-chip device, can conduct sample preparation and real-time RT-PCR in remote locations. The Cove Nudge test, which is now being used in the UK, costs roughly 10 pounds for single test (equal to USD 13.80), which is almost ten times less than the average cost of a traditional RT-PCR test in the country (around 100 pounds). The potential issues presented by existing RT-PCR devices can be minimized with the refining and optimization of PCR chip and biosensor construction. In another study, microchip-based RT-qPCR was developed for detection of SARS-CoV-2 from nasopharyngeal swab RNA extracts and the limit of detection was 1 viral copy per reaction [58]. The microchip kit reduces reaction volumes by tenfold, resulting in decreased reagent use and shorter assay times while meeting the gold standard in sensitivity of relatively high procedures. However, the lack of acceptable high-quality DNA extraction procedures that can allow users to avoid the need for laboratory equipment is an obstacle in field deployable real-time PCR systems. These constraints, taken together, hinder microchip PCR methods from becoming a realistic portable system of choice for COVID-19 diagnosis in the field.

Other nucleic acid-based diagnostic techniques for SARS-CoV-2

Digital PCR

The digital PCR (dPCR) method can be used to quantify a minimal amount of viral load, track the virus in the environment, and assess the efficacy of anti-SARS-CoV-2 medications [59] and detect viral mutations [60]. Digital PCR empowers the total measurement of target nucleic acids. Digital droplet PCR (ddPCR) divides the sample into several droplets, each of which acts as a separate PCR reactor, and includes a couple of no target sequences [61]. Amplification-positive segments are measured and quantified after PCR. ddPCR is the most commonly utilized partitioning process, accessible to the commercial units. The partitioning process includes microwell plates, capillaries, oil emulsion, and miniaturized channels [62]. SARS-CoV-2 virus loads can be quantified more accurately and precisely using ddPCR [63]. The sensitivity of ddPCR (around 10−2 copy/mL) is greater than that of traditional PCR, allowing it to detect a very low amount of virus. For instance, when comparing pharyngeal swab specimens from COVID-19 recovering patients, ddPCR identified viral RNA (Chinese CDC sequences) in 9 of 14 (64.2%) RT-PCR negative specimens [63]. Vasudevan and colleagues developed ddPCR to quantify SARS-CoV-2 viral load from crude lysate without nucleic acid purification. The limit of detection was 10 copies per reaction [64]. The viral loads of samples taken from various parts of the same patient were also contrasted: the load was maximum in pharyngeal specimens, and lowest in fecal samples and in serum samples [65].

The main benefit of employing dPCR is its high sensitivity and high-throughput screening, both of which are essential for COVID-19 detection. However, there are a few issues that must be addressed before dPCR can be employed in regular diagnostics. The dPCR, like other PCR testing, necessitates the use of costly equipment, reagents, and expert knowledge to run the process. The manufacture of dPCR chips is a time-consuming process with many phases. Furthermore, like with other POC testing, certain regulations and procedures must be followed to ensure the quality of dPCR system results.

Isothermal amplification

Nucleic acid-based assays using isothermal amplification are being adapted as an alternative to instrumentation-based laboratory-dependent assays for POC SARS-CoV-2 detection [66]. Isothermal amplification methods use a single temperature and do not require thermal cycling. These techniques include LAMP [67], recombinase polymerase amplification (RPA) [68], transcription-mediated amplification (TMA) or nucleic acid sequence-based amplification (NASBA) [69, 70], and rolling circle amplification (RCA) [71] and have been used for pathogens detection. The RT-NASBA assay was developed for detection of SARS-CoV [72] and the sensitivity was equivalent to real-time RT-PCR assay. Recently, Jones and colleagues developed an RT-LAMP assay for SARS-CoV-2 and SARS-CoV-2 variant RNA amplification detection directly from nasopharyngeal swab samples taken from patients. The advantage of this method was there was no requirement to isolate the RNA from the specimen [73]. The RCA assay was used to detect SARS-CoV both in liquid and solid phases [74]. The assay was rapid, more sensitive, and inexpensive than conventional PCR assay. These isothermal amplification assays could be integrated with inexpensive portable devices for detection of COVID-19. These technologies run at a constant temperature throughout the operation, avoiding the need for thermocyclers. These approaches also allow for real-time amplification measurements, and amplicons can be recognized by monitoring fluorescence or inspecting for color change by naked eye. Gel electrophoresis is no longer necessary because of this capacity. Because of their minimal power needs and ease, isothermal amplification technologies could be more utilized than standard PCR. This enables them to be incorporated into easy, inexpensive portable platforms. Isothermal amplification techniques range in terms of total quantity of primers and enzymes employed, the temperature at which the amplification takes place, and the sorts of templates used. Table 2 [75–87] summarizes the several isothermal amplification platforms established for detecting SARS-CoV-2 in both laboratory and clinical samples.

Table 2 Summary of the several isothermal amplification platforms established for SARS-CoV-2 diagnostics in both laboratory and clinical samples [Refs. 75-87]
Full size table

CRISPR/Cas system

There are other nucleic acid-based tests that could be utilized for SARS-CoV-2 detection. The CRISPR/Cas method is an efficient genome editing platform that was recently applied to pathogen detection [88, 89]. The CRISPR-associated enzyme Cas13a has recently been adapted for developing SHERLOCK detection technology for RNA sensing [90]. Virus-derived RNA targets are reversely transcribed to complementary DNA (cDNA) followed by isothermal amplification in which the amplicons are transcribed back into RNA. Next, the CRISPR/Cas13a complex containing a designed guide RNA binds with the isothermally amplified RNA product and Cas13a is activated [91]. Cas13a subsequently cleaves surrounding fluorophore-quencher dual-labelled probes producing a fluorescent signal. The SHERLOCK technology based on CRISPR/Cas13a integrated with isothermal amplification for SARS-CoV-2 detection has been reported [92], evaluated in clinical settings [93], and authorized by the US FDA for urgent COVID-19 applications [94]. Subsequently, this strategy was validated into a simplified STOPCovid test using nasopharyngeal swabs from COVID-19 patients [94]. This test is equivalent to RT-qPCR-based SARS-CoV-2 tests and has a limit of detection of 100 copies of viral genome. Recently, a CRISPR-based diagnostic assay was developed for SARS-CoV-2 mutation detection that can be used in analyzing nasopharyngeal specimens without RNA purification. The authors further reported that an engineered AsCas12a enzyme makes it possible for detection of wildtype and mutated SARS-CoV-2 that can be amplified using LAMP assay [95]. An inexpensive, modular heater could be developed that is fit and suitable for a disposable, single-use test to be used in the POC settings [94].

Immunoassay-based diagnostic methods

An immunoassay is a diagnostic test that can measure current or previous viral infection utilizing antigen-antibody interactions, either by utilizing monoclonal antibodies to detect viral antigens in clinical samples or by utilizing cloned viral antigens to recognize patient antibodies directed against the virus. These antibodies are present in patients who have recovered from SARS-CoV-2 infection and exist in blood, tissues, and other biomarkers throughout the body [96]. A COVID-19 disease biomarker can be measured in different kinds of immunoassays [96]. Although the outcome is similar, the method and technology behind the test may differ entirely. One of the most significant differences is that although most immunoassays employ labels, others do not. A number of labels such as enzymes, radioactive isotopes, fluorogenic reporters, DNA reporters, chemical probes, and nanomaterials are used in labelled immunoassays to modify or detect the antibodies and antigen analytes. The two very common enzyme probes used in immunoassays are horseradish peroxidase (HRP) and alkaline phosphatase (AP) or glucose oxidase (GO) and are referred to as enzyme immunoassays (EIAs) [96–98], ELISAs [96–98], and enzyme-multiplied immunoassay technique (EMIT) [96–98]. Radioimmunoassays (RIAs) [96, 97, 99] use radioactive isotopes to label antigen or antibody. Fluoroimmunoassays (FIAs) [100] are similar to RIAs, except instead of a radioisotope, the label is a fluorophore (e.g., Rhodamin and phycoerythrin). Protein microarrays are a type of immunoassay in which fluorogenic reporters are frequently used [101]. A relatively innovative method to immunoassays encompasses integrating real-time quantitative polymerase chain reaction (RT-qPCR) with conventional immunoassay methods named as real-time immunoquantitative PCR (iqPCR) [102, 103]. DNA reporters are used as label in these assays. Other label-based immunoassays are particle counting immunoassays (PACIAs) [104], liposome immunoassays (LIAs) [97, 105], flow-injecting immunoassays (FIIs) [106], chemiluminescence immunoassays (CLIAs) [107], and lateral flow or immunochromatographic immunoassays [108]. Label-free immunoassays use detection methods that do not rely on labeling or modification. The main features of these different immunoassays are summarized in Table 3 immunoassays. Each approach has its own set of benefits and downsides, so we may pick and choose the most suitable method to optimize our test for COVID-19 diagnostics.

Table 3 A summary table of different immunoassays with their main features.
Full size table

It is also important to emphasize that there is a drive to advance label-free immunoassays right now. Physical principles such as beneficial and harmful light intervention, resonance circumstances, and how variations in efficient reflection coefficient affect these parameters underpin these ingenious technologies. In label-free assays, antigen-antibody interaction can be detected with no requirement of a light-emitting label. As a result, the sensitivity of the test can be enhanced while the operational time is reduced.

Test importance based on antigen detection

Rapid antigen testing identifies fragments of virus outer surface proteins as a marker for detection of an active COVID-19 infection. This test could allow additional information before or at the time of sampling for molecular testing [109]. When a HCoV clinical samples contain an adequate amount of antigen, it will bind to specific antibodies fixed to a device that will allow visualization. The antigens distinguished are expressed only when the viral infection is effectively replicating; thus, such tests are best used to detect acute or early infection. The infection starting time, the quality of specimen collection, and processing, elevated viral load in a sample, may increase the diagnostic sensitivity of rapid antigen tests [110]. Present methods for influenza and respiratory syncytial virus experience the effect of imperfect sensitivity to preclude the diagnosis of infection [111]. The same difficulty would presumably persist for SARS-CoV-2, and the tests would require execution with clear guidance and comprehensive oversight. There are eleven commercially available SARS-CoV-2 antigen quick diagnostic assays were developed for analytical sensitivity testing in order to identify the SARS-CoV-2 variants of concern alpha, beta, gamma, and zeta [112]. Although analytical testing with cultured virus can be used as a surrogate for clinical validity, it is not a substitute for clinical examinations. Despite minor variations in sensitivity, the authors [112] demonstrated that Ag-RDTs are still successful in detecting variants of concern.

Even though the sensitivity of these assays is lower than that of RT-PCR, they can reliably detect elevated viral loads correlated with the accumulation of infectious viral particles, rendering them valuable public health measures [113]. Monoclonal antibodies against the nucleocapsid protein of SARS-CoV-2 have been created, which may provide the foundation for a fast POC antigen detection test [114].

Test importance based on antibody detection

Antibody testing detects antibodies against the virus in subjects who have been infected with the virus in the past. Serological tests, utilizing ELISA, detect the presence of antibodies (such as immunoglobulins IgA, IgM, and IgG) from clinical specimens [115]. Antibodies are generated over days to weeks after infection exposure and allow the virus to be readily detectable [116]. A recent study reported that both IgM and IgG antibodies were recognized 5 days after incidence of SARS-CoV-2 [117]. An antibody test can be performed to facilitate the diagnosis of SARS-CoV-2 infections, where molecular assays were not satisfactory, and specimens were collected improperly. In the case of some patients, antibody response was developed only in the second week after exhibiting symptoms [118]. Certain factors such as age, nutritional status, onset and severity of infection, some medications, and immunosuppression may affect the production of antibodies [118]. Cross-reactivity of SARS-CoV-2 antibodies to other non–SARS-CoV-2 HCoV proteins may generate false-positive results [118]. Plasma samples of COVID-19 patients were tested against the (S) protein of SARS-CoV-2 and SARS-CoV and showed a high frequency of cross-reactivity among them [119]. An antibody test does not need to be rapid for patients already hospitalized with complications, since they would not need to use a screening test. However, an antibody test could be suitable as supplementary diagnostic tools for patients under medical care with late complication stages of the infection, when RT-PCR may be negative since viral shedding decreases 10 days after onset of symptoms [120]. Currently, serological tests for detection of SARS-CoV-2 are under development [35, 117]. Recently, IgG and IgM from human serum of COVID-19 patients were detected using an ELISA assay [117] using the Rp3 nucleocapsid antigen protein from SARS-CoV-2. The Rp3 has a 90% amino acid sequence similarity to other SARS-related viruses. Testing against SARS-CoV-2 through ELISA could be feasible, as more data on the infection becomes available. A POC serology test could reveal the presence or absence of patient antibodies against the viral infections in patients’ blood. This information allows medical staff to take necessary steps for proper treatment and mitigation of COVID-19 SARS-CoV-2 infections.

Technology advancements for SARS-CoV-2 diagnostics

In the next section, we will review recent technology developments for the diagnosis of SARS-CoV-2 infections.

Microarray methods

The microarray technology measures the nucleic acid expression level of a large number of genes simultaneously using hybridization probes [121, 122]. The technique could be adapted to use for detection of SARS-CoV-2. A PCR assay integrated with microarray technology was developed for detection of SARS coronavirus [123]. However, SARS-CoV can rapidly mutate, leading to the development of a microarray to detect single nucleotide polymorphisms (SNPs) characteristic of the (S) gene of SARS-CoV and generating 100% accuracy in sample detection [124]. A non-fluorescence oligonucleotide array was developed for detection of coronavirus at the genus level that produced equal sensitivity with that of individual RT-PCR assay [125]. The quantitative sensitivity and specificity of RT-qPCR tests for COVID-19 are higher under optimal conditions. When the sampling pool is expanded using asymptomatic people, the sensitivity drops and false negatives occur. Furthermore, RT-qPCR has a longer turnaround time because the majority of the time is spent extracting RNA from swab samples [126]. Damin and colleagues [126] developed a microarray-based assay coupled with hybridization probes for SARS-CoV-2 RNA detection with high sensitivity from nasopharyngeal swab samples. This technology also includes a RNAGEM that offers a viable alternative to commercially available RNA extraction kits. This microarray technology has the potential to be used in the field deployable platform with multiplexing capability for detection of other viral and bacterial diseases. A portable and POC diagnostic platform based on the microarray chip, the Mobile Analysis Platform (MAP), was developed for detection of influenza (flu) A/B, RSV, and MERS coronavirus [127]. The total turnaround time of the MAP device including automated sample processing, PCR amplification, and detection was 110 min. The clinical outcomes of MAP were 97% for flu A, 100% for flu B, and 100% for respiratory syncytial infection (RSV). The approximate limit of detection (LOD) of the MAP was 30 copies/assay for RSV and 1500 copies/assay for MERS coronavirus. A recent study reported that SARS-CoV-2 infection mutated into at least 30 different strains [128]. These mutations are capable of changing its pathogenicity. The microarray technology could help to detect SARS-CoV intra- and inter-species transmission with the novel emergence of SARS-CoV-2 strains.

Microfluidic methods

The microfluidic devices concerned with the precise control and manipulation of fluids within microscopic channels [129]. These devices comprise a small-sized chip with micrometer-sized channels and reaction chambers. The scalability and quality of microfluidics largely depends on the fabrication process of the device. These chips can be fabricated with inorganic, organic polymer, and paper. Inorganic materials include silicon, glass, and ceramic [121]. Polymers include polydimethylsiloxane (PDMS), poly (methyl methacrylate) (PMMA), polypropylene (PP), polyimide (PI), hydrogel, polystyrene (PS), polyethylene terephthalate (PET), and polycarbonate (PC) [130]. Paper is a flexible cellulose and polyethersulfone membrane material that can detect several biotargets [131]. The key advantages of utilizing paper microfluidics incorporate scaling down, small sample volume, fast detection times, and portability [132]. A lateral flow device (LFD) is a paper-based biosensor developing lateral flow immunoassay (LFIA) tests and lateral flow nucleic acid tests, respectively, that produce a colorimetric signal output [133]. A commercial lateral flow assay incorporated with a paper-like membrane strip is coated with two borderlines, one with gold nanoparticle-antibody conjugates and one that captures antibodies in the other [133]. The clinical sample is transferred to the membrane and proteins are passed across the strip by capillary force. Next, the antigens attach to the gold nanoparticle functionalized antibody and the complex moves along through the membrane. When they get to the other borderline, the complex is immobilized by the capture antibodies, and a colored line appears [134]. The LFIA test is simple and rapid and potentially be used as a POC test. In most cases, the LFIA test strips determine the appearance of patient antibodies (IgG, IgM, or IgA) generated by SARS-CoV-2 antigens using human serum, whole blood, or a drop of blood from finger prick (Figure 5 LIFA antibody detection) (Figure 6).

Fig. 6
figure 6

Reproduced with permission from Ghaffari, A. et al. Copyright MDPI (2020), Diagnostics [108]

A quick look at the fast diagnostic serological test. Colorimetric lateral flow immunoassay (LFIA).

Full size image

Nucleic acid-based testing can be integrated into lateral flow methods for POC detection of SARS-CoV-2. Microchip, digital array chip, and paper-based microfluidic biosensors for fast diagnosis of COVID-19 could be advanced as a result of developments in POC testing to identify antibodies, antigens, or nucleic acids in raw samples which include saliva, sputum, and blood [135]. They have a number of benefits, including being cost-effective, sensitive, specific, easy to use, fast and efficient, instrument-free, and accessible to target consumers (ASSURED) [135]. The findings can be retrieved quickly and easily, allowing for quick judgment and reducing the chances of human-to-human disease exposure. With the ongoing COVID-19 pandemic, a better overview of the existing microfluidic-based detection techniques can aid physicians and scientists in incorporating innovative, fast, and suitable clinical detection methods that mitigate societal expenditures, speed the examination process, improve diagnostic performance, and ultimately halt the pandemic globally [136].

COVID-19 detection with nanomaterial-enhanced biosensors: new horizons

Nanomaterials and nanotechnology are used to make ultrasensitive biosensors for detecting nucleic acids, and proteins. A biosensor has many features that produce detection very efficient. These characteristics include measurable approach, distinctive functionality, good selectivity, rapid response times, portability, miniaturization, and precision. Various nanomaterial-advanced biosensors are devices wherein the transducer [137] has been transformed to encapsulate the intended bioreceptor components of pathogens (including viruses) derived from biological samples [138]. They transform the biological reaction into transducers, such as optical-, electrochemical-, and mass-based micromechanical (piezoelectric, magnetic, magneto-optical, and magnetoelastic) signals read-out, and detect it rapidly and correctly [139]. Nucleic acids (DNA, RNA, and PNA molecules), DNA probes, enzymes, organelles, proteins, aptamers, exosomes, entire cells, biomimetics, microorganisms, phages, and tissues are examples of bioreceptors [138]. In the current COVID-19 pandemic that has compromised the health of the world’s people and economies, nanomaterial-enhanced biosensors could be an effective device for speedy, efficient, portable, mass manufacturing compatibility and a more promising diagnostic alternative to conventional diagnostic methods [140]. Electrochemical and optical biosensors have sparked a lot of interest among diagnostic users because of their ease of detection, downsizing, sensor size flexibility, and sensitive parameter controllability [140].

Electrochemical biosensors

An electrochemical biosensor incorporates the sensitivity of electroanalytical strategies and the specificity of biorecognition components to detect chemical and biological analytes [141]. In 2019, Layqah and Eissa used carbon array electrodes coated with gold nanoparticles to develop voltammetric immunosensors for detection of the MERS-CoV [142]. These sensors, on the other hand, were technical in character, necessitating the use of high-quality analytical reagents and components. Moreover, in order to achieve superior sensitivity, extra labeling and signal amplification were needed, which could result in increased expenditures during future downsizing. Alafeef and coworkers (2020) advanced a fast, inexpensive, simple, and quantitative paper-assisted electrochemical sensor chip to allow the digital detection of SARS-CoV-2 RNA targeting N gene. The authors use gold nanoparticles (AuNPs), coated with extremely specific antisense probes (ssDNA) attached on a paper-based graphene electrochemical framework producing an electronic impulse amplification. This system has the ability to create a simple and quick handheld device [143]. Carbon electrode arrays modified with nanostructured gold nanoparticles were developed for multiplexed detection of coronavirus targeting spike protein S1 [142]. The LOD was 0.4 and 1.0 pg/mL for HCoV and MERS-CoV, respectively. The method was single step, sensitive, and accurate. Using a universal electrochemical biosensing, a multilevel analyte (DNA, RNA, protein) could be detected in a single platform [144]. This technology could be refined and implemented for rapid use in identifying SARS-CoV-2. Biosensors with two-dimensional nanomaterials like graphene or black phosphorus are being developed for POC diagnostics and could be utilized for COVID-19 testing [145]. For instance, in a recent work, a smart antibody sensor based on gold nanoarchitecture-aided laser-scribed graphene biosensor electrodes for SARS-CoV-2 detection with an estimated LOD of 2.9 ng/mL was recently implemented [146]. Screen-printing is used to make graphene-assisted electrodes because of being inexpensive, easy fabrication, and increased efficiency. In addition to graphene, biosensors based on black phosphorus (BP) or phosphorene could be investigated for COVID-19 diagnosis [147]. Black phosphorus has outstanding electrochemical capabilities that improve test sensitivity and selectivity because of its intrinsic redox characteristics.

Optical biosensors

Novel photonic technologies have become promising for a broad array of applications in numerous disciplines for disease detection in recent decades. Various factors can be employed in diagnostics, such as energy, polarization, absorption, fluorescence, light scattering, amplitude, decay time, and/or phase. The surface plasmon resonance, localized surface plasmon resonance, and fiber optics in biosensing applications have gotten a lot of interest because of their great sensitivity, and enforcement, as well as rapid reaction [148, 149]. These approaches and criteria could be combined with nanomaterials to determine if fluorescence, luminescence, or colorimetric detection is the best option for SARS-COV-2 virus detection. A nanophotonic LIGHT technology was developed for fluorescence-based rapid detection of E. coli from urine samples [150]. This technology works in three ways: (1) selective enrichment filtering of E. coli from urine samples, (2) photothermal cell lysis, and (3) ultrafast photonic PCR on a chip. The end-point detection was 103 CFU/mL in 10 min. A lens to focus the excitation light LEDs requires minimal power consumption and is extremely low in cost compared with laser sources, making them an ideal PCR heating source for isothermal amplification developing POC testing. The refinement of LIGHT technology integrated with an inexpensive paper method could be an effective solution for the prevention and identification of emergencies related to health and biosafety as well as the clinical management of community-acquired SARS-CoV-2 infections. A quantum dot-based lateral flow immunochromatographic strips (QD-LFICSs) immunoassay integrated with a portable 3D-printed optical read-out platform was developed for detection of monoclonal antibodies of avian influenza virus (AIV) H7N9 [151]. The LOD was 0.0268 hemagglutination units (HAU) that was compared with a real-time PCR assay and was more sensitive than conventional colloidal gold ICSs. The LFA provides cost-effective POC tests that may be more practical for primary care physicians than a lot of the other methods. Chen and colleagues devised a multiplex reverse transcription loop-mediated isothermal amplification coupled with a nanoparticle-based lateral flow biosensor targeting RdRp and N genes [152]. This could be developed for widespread use for other infectious disease pathogens. Contrasted with serology tests that distinguish the presence of target antibodies, antigen-assisted lateral flow assays (LFAs) are less sensitive than RT-PCR yet may move toward the clinical sensitivity of RT-PCR with additional development and advancement. For instance, Standard Diagnostics as of lately commercialized an antigen-detecting LFA (list number 09COV30D) with a self-announced by and large sensitivity of 84% and specificity of 100% contrasted with RT-PCR [153]. While this is an amazing beginning, further exploration is expected to enhance this sensitivity and advancement of reasonable fast antigen LFA. A rapid, novel automated chemiluminescent immunoassay (CLIA)-based commercial product MAGLUMI™ 2000 Plus was developed to study the kinetics of IgM and IgG antibodies when COVID-19 patients produce low viral load in the late stage [154]. Both IgM and IgG rapidly increased after the onset of fever. IgG requires at least 12 days to attain 100% sensitivity, while the highest positive rate achieved for IgM was 88% throughout the study period. However, chemiluminescent immunoassay tests for IgM and IgG antibodies detect an immune response too late to do any good in minimizing transmission. An SPR-based biosensor integrated with a gold substrate was developed for detection of SARS-CoV surface antigen [155]. The LOD of 200 ng/mL was detected within 10 min. The SARS-CoV-2 can be detected using CANNARY biosensor technology. This technique uses a cell-based immunosensor that integrates capture of the SARS-COV-2 with signal amplification to produce a result in 3–5 min (www.pathsensors.com/psi-sars-cov-2-biosensor/). Subsequently, a quick, efficient, and cost-effective interferometric optical biosensor test capable of detecting immunoglobulins in serum and saliva samples was developed [156]. We expect that developing real-time, inexpensive, label-free nanophotonic biosensors will open up new possibilities for detecting COVID-19 in a timely and effective manner [157].

Other biosensors

The combined electromechanical properties of piezoelectric materials make them ideal for use as sensors and actuators in smart buildings and devices for COVID-19 diagnostics [158]. Piezoelectric materials have also emerged as key nanomaterials that may be integrated with living tissue employed in diagnostics that are compact bioelectronic and biochemical devices. Magnetic and magnetostrictive materials, on the other hand, may transform magnetic power into mechanical power or the other way around, and they are utilized to make sensors and actuators [158]. Additional material-based biosensors, namely textile-based, film-based, or carbon-based biosensors, have also been proposed for COVID-19 application [159]. They are being created to enhance the efficiency and detection sensitivity of current biosensors, allowing the users additional viable options. Simple manufacturing procedures and enhanced assay effectiveness have been established for textile-based biosensors including thread-based, fabric-based, or cloth-based biosensors. Polysiloxanes with variable hydrophobicity were used into thread-based biosensors in one study to defer fluid flow in lateral flow assays and increase detection sensitivity [160, 161]. Apart from textile-based biosensors, film-based biosensors have been created to detect infectious microorganisms from raw samples. For example, a thin polyester film base, a sample compartment, a lid, a reaction compartment, and a waste chamber have all been incorporated in a film-based biosensor [162].

Biosensors with nanomaterial enhancements can open up new possibilities, such as more effective, convenient, and safe uses. Costs, environmental sensitivity, the need for large devices, and regulatory difficulties should all be addressed before the product is released to the market [163]. Table 4 shows the methodology, their principles, the samples required, the cost, the benefits, and drawbacks of biosensor technologies over traditional methods for detecting SARS-COV-2. Table 5 summarizes various nanomaterial-enhanced biosensors and their features for SARS-CoV-2 virus detection. Although numerous approaches for detecting SARS-CoV-2 virus can be used, the pandemic transmission of COVID-19 necessitates the development of POC [Figure 7].

Table 4 A summary table with all of the procedures, their concepts, the samples needed, the cost, and the benefits and drawbacks of biosensor technology against traditional methods for detecting SARS-COV-2.
Full size table
Table 5 Different biosensor approaches based on nanomaterials and their features for SARS-CoV-2 detection
Full size table
Fig. 7
figure 7

Point-of-care (POC) for COVID-19. Reprinted with permission from Choi, J. et al. Development of point-of-care biosensors for COVID-19. Front Chem 8: 517. Copyright (2019) Frontiers in Chemistry [159].

Full size image

Benefits and limitations of nucleic acids, antigens, and antibody tests POC devices

Because of its great specificity and capacity to swiftly create myriad of copies of a single RNA or DNA sample, RT-PCR is the preferred technique for detecting the SARS-CoV-2 virus. However, because of the range and precision in temperatures required for the amplification of nucleic acids in the sample, it is challenging to convert this technique to a portable device. Similarly, the typical RT-PCR procedure uses kits available in the market today for RNA extraction and purification. The kit extracts and filters RNA from the viral sample, and based on the amount of fluid utilized after purification, it may also concentrate it, which helps to improve assay sensitivity.

To speed up the process of diagnostics in vitro accessing the global commercial market, the USA used an Emergency Use Authorization (EUA) to allow urgent use of such devices for detection of SARS-CoV-2 or diagnosis of COVID-19 [170]. Some instances of EUA-approved RT-PCR-based POC devices that have been successful include Accula SARS-CoV-2 Test (Mesa Biotech Inc.), cobas SARS-CoV-2 and Influenza A/B Nucleic Acid Test (Roche Molecular Systems, Inc.), The Xpert Xpress SARS-CoV-2, Xpert Xpress SARS-CoV-2/Flu/RSV, and Xpert Xpress SARS-CoV-2 DoD (all from Cepheid), Visby Medical COVID-19 Point-of-Care Test (Visby Medical, Inc.), and BioFire Respiratory Panel 2.1-EZ (BioFire Diagnostics, LLC) [171]. These EUA-authorized tests can be used at the POC (i.e., in patient care environments operating under a CLIA Certificate of Waiver, Certificate of Compliance, or Certificate of Accreditation).

The elimination of the viral purification phase and the reduction in instrumentation complexity are the two main advantages of using isothermal amplification-based techniques for SARS-CoV-2 virus detection [79]. Abbott Diagnostics Scarborough, Inc. released the ID NOW COVID-19 test, which uses RT-LAMP, shortly after the pandemic began. This was the first time an isothermal method had been approved by the EUA for COVID-19 testing [79]. Another EUA-authorized test (Cue COVID-19 Test, Cue Health) uses isothermal amplification in a single-use cartridge to detect the virus from direct nasal swabs in 20 min using an electrochemical detection approach with a limit of detection of 20 genome copies per sample [172]. Cue COVID-19 molecular diagnostic test was approved in March 2021 for nonprescription, over-the-counter usage, and healthcare practitioners without CLIA certification [172]. Lucira COVID-19 All-in-One single-use Test Kit [173] features a handheld battery-powered instrument that performs an RT-LAMP assay for COVID-19 detection. This device was first approved by the FDA (USA) for COVID-19 testing at home using self-collected nasal swabs.

The N protein is the target of the majority of antigen tests now available. The utilization of the S protein, on the other hand, may be more particular because it shares less sequence homology with prior SARS-CoV and MERS viruses [174]. Antigens that have worked well in POC devices that have been authorized by the EUA include the CareStart COVID-19 Antigen test (Access Bio, Inc.), LumiraDx SARS-CoV-2 Ag Test (LumiraDx UK Ltd.), BinaxNOW COVID-19 Ag Card marketed by Abbott Diagnostics Scarborough, Inc., Becton, Dickinson and Company, LLC marketed BD Veritor System for Rapid Detection of SARS-CoV-2, Clip COVID Rapid Antigen Test (Luminostics, Inc.), QuickVue SARS Antigen Test, Sofia 2 SARS Antigen FIA, Sofia 2 Flu + SARS Antigen FIA (all three from Quidel Corporation), and Status COVID-19/Flu (Princeton BioMeditech Corp.) [171]. The N protein antigen from SARS-CoV-2 can be detected qualitatively using any of these approaches. As a result, they all have an extraction buffer to rupture the viral proteins in the sample and release the viral nucleoproteins inside [171]. These technologies are allowed to be used at the POC and hands-on efforts are required.

The Ellume COVID-19 Home Test (Ellume Limited) was approved as the first antigen test to be licensed for nonprescription home testing by the EUA in December 2021 [175]. The EUA-authorized BinaxNOW COVID-19 Ag Card Home Test is another antigen test for home use marketed by Abbott Diagnostics Scarborough, Inc. that required prescription for use [176]. However, the BinaxNOW group also achieved approval for self-testing nonprescription home use for different aged people [177, 178]. Two additional home use antigen-testing devices have been added to the move [179, 180]. It is presently unclear if patients who cured from SARS-CoV-2 infection gained antibodies that can prevent them from re-infection, as some recognized and suspicious cases have been reported to have been exposed to the virus again [181]. The time of SARS-CoV-2 infection exposure, as well as the nature of the specimen taken for antibody testing from people who have recently been exposed to SARS-CoV-2 infection, could result in antibody positive to spread the infection [182].

Several serology tests, including EUA submissions pending, have recently been approved by EUA. However, only a few have been approved as POC devices, such as lateral flow immunoassay-based tests were developed for IgG/IgM antibody screening for COVID-19 and was marketed by Fa-StepTM, Assure Tech. (Hangzhou, China), RightSignTM, Biotest Biotech (Hangzhou, China), RapCoVTM, Advaite, Inc. (Malvern, PA, USA), MidaSpotTM Nirmidas Biotech, Inc. (PALO ALTO, CA, USA), and SiennaTM-Clarity COVIBLOCK™ (Örninkatu, Salo, Finland) [171].

Surveillance and epidemiology of SARS-CoV-2

Here, we describe some emerging diagnostic technologies that can be adapted for detecting COVID-19. However, the containment of SARS-CoV-2 likely involves many complex challenges as the asymptomatic individuals are still capable of transmitting the virus [183]. Therefore, curbing SARS-CoV-2 transmission needs extensive surveillance, sharing epidemiological data, and patient monitoring. Cell phones can be utilized for this purpose as they possess connectivity, hardware to expedite electronic reporting, epidemiological databasing, and POC tests [184]. One possibility is voluntary digital tracing of COVID-19 by protecting personal privacy and developing an application programming interface (APIs) [185]. Flexible and wearable microfluidic sensor devices could be used to monitor health and online pathogen detection [186]. This wearable technology could be developed for detection and monitoring of SARS-CoV. Using cell phone photography, the test results could be sent to a physician for immediate precision telemedicine care. A strategy relating international genomic surveillance and prompt evaluation of the genetic changes of new variants is needed to get ready for the pandemic’s succeeding stage, which will facilitate the growth and upgrading of diagnostics, vaccines, drug discovery, and non-pharmaceutical interference [187].

Artificial intelligence-based COVID-19 disease management

In the battle against COVID-19, artificial intelligence (AI) can be incredibly useful. In contrast to the SARS-CoV-1 outbreak in 2003, AI has contributed a more significant job including predicting and tracking of vulnerable areas of COVID-19 outbreak, contact tracing, advance diagnosis, protein structure prediction, development of therapeutics, and vaccines [188]. Man-made intelligence-empowered advances, like the AI robot, smart toilet, and cell phone, could offer important help for following, diagnostics, and therapeutics. As a nonsurgical system that can capture and analyze urine and stool samples, the smart toilet could be an effective technique for diagnosing COVID-19 where the nasopharyngeal test yielded a negative result [189]. For health tracking, scanners, force and movement detectors, and urine test strips have been used [190]. Diagnostics and service robots with AI centers can be utilized for collecting clinical samples and gathering tests from COVID-19 patients in jam-packed public spots, like customs, air terminals, ports, rail route stations, and so on [191]. The robot can work in hazardous conditions, consequently decreasing the pressure from clinical experts and medical care staff. With the steady progress of AI innovations, more intelligent and more impressive automated frameworks under control with the capability to sanitize, convey prescription drugs and food, monitor temperature and fundamental signs, diagnose, and help dissemination control will become tools to battle against potential viral epidemic outbreaks [191].

Outlook

Despite massive attempts and significant progress made by people from around the world to combat the pandemic, COVID-19 has become unrestricted and poses a risk to human societal structure. Both from human and viral perspectives, the causes are complex. However, two components are likely to have a larger role in the scenario: virus mutations and the presence of symptomless individuals.

Detecting emerging SARS-CoV-2 mutated variants

The SARS-CoV-2 virus has been constantly evolving during the recent worldwide pandemic. However, certain newly discovered variations have acquired much more mutations in a short period of time, generating alarm all across the world [192]. Mutations in SARS-CoV-2 present a profound influence on the need to swiftly pinpoint alterations in the vial genomic sequences that cause virus spread, posing a considerable difficulty for virus detection. Numerous parameters determine the effect of variants on a test’s effectiveness, along with the variation’s sequence, fundamental design distinctions in every test, and the incidence of the mutants in the individuals of many geographic locations [193]. The molecular qRT-PCR tests with a point mutation can result in false-negative results in detection [194]. As a result, mutated variants can limit the amplification sensitivity. Due to the possibility of selected mutations in SARS-CoV-2, specific locus of targeted genes must be avoided when designing oligos. Therefore, generating degenerate oligos is a viable solution to the SARS-CoV-2 mutation issue. In accordance with WHO’s revised guidelines on variant identifiers, dynamic strains can be documented as B.1.1.7 (Alpha), B1.351 (Beta), P.1 (Gamma), B.1.617.2 (Delta), B.1.617.1 (Kappa), P.2 (Zeta), and B.1.1.529 (Omicron) influencing viral spread, disease intensity, diagnostics, and vaccination effectiveness posing threat to the society [195]. Screening GISAID information revealed an upsurge of S protein amino acid mutations in various geographic locations [196]. Certain major mutations in the spike protein of B.1.1.7 (e.g., deletion 69–70, 144 and substitution K417N, K417T, E484K, N501Y, A570D, D614G, P681H, T716I, S982A, D1118H, and many others) have gotten a lot of attention in the scientific community and variant of concerns (VOC) are closely monitored [31, 197]. The analysis of sequencing materials sent to GenBank and GISAID revealed that mutations in the ORF1ab gene were most common in Germany and China [198, 199]. Another report revealed that the COVID-19 diagnostic primers suggested by the US CDC have showed mutations in all targets, while RT-PCR setups for the N gene included in Japan, Thailand, and China demonstrated numerous mutations in multiple groups, indicating the N gene may not be a consistent site. Therefore, the RT-PCR assay setup should be improved routinely to detect new alpha, beta, gamma, and delta variants [200, 201]. Over 30 mutations were found in the S gene of the most diverse SARS-CoV-2 omicron variant, raising threats about disease control and prevention [193]. Therefore, more accurate, simple-to-use, and uncomplicated detection procedures for SARS-CoV-2 mutations are urgently needed. Existing methods for determining possible mutations of SARS-CoV-2 include next-generation sequencing (NGS), metagenomic NGS, RT-qPCR, CRISPR/Cas, and RT-LAMP. Conventional detection techniques, on the other hand, are frequently difficult, rigorous, and have low sensitivity. SARS-CoV-2 and its mutation can be detected with effective biosensors such as surface plasmon resonance (SPR), local surface plasmon resonance (LSPR), and surface-enhanced Raman spectroscopy (SERS) using electrochemistry, piezoelectricity, fluorescence, and electrochemiluminescence signal reading.

Mutations in the SARS-CoV-2 virus can cause a shift in viral proteins, which can affect the results of an antigen or serology test. Antibody screening techniques frequently use antibodies (IgM and IgG) that uniquely attach to both the S and N proteins. Using thermally deactivate omicron samples, Abbott BinaxNOW and Quidel QuickVue antigen tests showed the omicron variant with similar accuracy as other variations [193]. These findings are not a substitute for ongoing clinical trials employing specimens infected with live virus, and they do not preclude the chance that the omicron variation has an effect on test efficiency. Although a study found that thus far discovered SARS-CoV-2 spike mutations have no effect on antibody testing [202], we choose to use kits that have antibody directed for the less often mutant N protein if at all possible. To address new variations and mutations, a number of public health organizations, university researchers, research institutions, and private enterprises are collaborating. To follow this dangerous infection more extensively, more genetic monitoring investigations employing focused genetic tests or whole viral genome sequencing approaches should be conducted. Different detection methods for identification of SARS-CoV-2 mutated variants are listed in Table 6.

Table 6 Identification of SARS-CoV-2 variants using detection methods
Full size table

Detecting infected people who are symptomless

SARS-CoV-2 identification is complicated by asymptomatic cases. Sometimes asymptomatic cases may still have virus particles in the upper respiratory system that are beneath the point of confinement of nucleic acid detection, and particular anti-SARS-CoV-2 IgG and IgM antibodies that are not detectable. Therefore, “false negative” findings are prone to be found in asymptomatic cases. As a result, developing effective strong testing for detecting asymptomatic case is more critical. Furthermore, efficient assessment services are primarily dependent on screening intensity and response rapidity, with improved test sensitivity coming in subsequently [213]. Even if the sensitivity of RT-qPCR is poor, it is possible that it will still create a pivotal impact. Another suggestion is to use an integration of RT-qPCR tests that are correctly scheduled with several repeats. For instance, once weekly (days 0 and 7) and on day 14th during the isolation phase and serological antibody testing for anti-SARS-CoV-2 IgM and IgG could be performed for the same time frame mentioned above. If individuals who have been discharged from quarantine are still releasing live virus, it is possible that other people can be infected from them [214]. As a result, in some situations, self-isolation is suggested for up to 1 month. Alternative RT-qPCR and serological antibody testing tests should be strongly advised.

Conclusion

An unsettling trajectory marks the spread of SARS-CoV-2. Advancement and implementation of viable technologies for SARS-CoV-2 molecular-, immunologic-, and biosensor-based tests for precise diagnosis of individuals infected with the SARS-CoV-2 is crucial to control the pandemic of COVID-19. Even vaccinated people may harbor and spread live viral infection without showing signs and symptoms. Therefore, molecular, immunological, and biosensor tests will continue to be important and rapid POC devices dramatically enhance COVID-19 care and minimize the expenses after vaccination phases and emergence of new variants [215]. The existing RT-qPCR-based diagnostic tests have some limitations, as they miss some cases of infection if performed inaccurately. Furthermore, they can only be executed in central laboratories by exceptionally trained operators. Thus, there is a basic need to develop rapid, reliable, inexpensive, and simple POC tests in order to detect and isolate patients who are at risk and need prompt care. Individuals may spread the infection on to numerous others before diagnosis, adding to the continued worldwide transmission of COVID-19. The fast, lateral flow immunoassay, colloidal gold immunochromatography, and automated chemiluminescent immunoassay tests for IgM and IgG could supplement the current COVID-19 testing by RT-PCR. However, there is a need to rigidly develop and assess the clinical performance of rapid tests of SARS-CoV-2. The microarray chip, silicon chip, paper chip, digital array chip, microfluidic, and beads-based assays could be refined and optimized for developing novel portable devices for POC SARS-CoV-2 detection. The next generation of nanomaterial-enhanced portable biosensors could be developed for real-time SARS-CoV-2 and its mutations detection at the remote locations with electrochemical-, optical-, and mass-based signal read-out [216]. Isothermal amplification assays (for instance, RT-LAMP, RT-RPA, RT-RCA, and NASBA), CRISPR/Cas, and immunoassays (such as lateral flow) could be integrated with lateral flow paper strip, microfluidic lab-on-a-chip devices, and inexpensive biosensor devices for visual detection of SARS-CoV-2 and its emerging mutated variants. The discovery of novel biomarkers (such as DNA, RNA, microRNA, proteins, exosomes, cells, and metabolites) is also the key in identifying ones that are associated with the early stages of COVID-19 infection. It is vital to find ways to lower the total price of sample collecting, testing, and assessment. In this case, using saliva as a sample could be a viable option providing the test sensitivity is not compromised. Saliva has been shown to be a viable option for detecting SARS-CoV-2 in the upper respiratory tract [79]. When it comes to mass screening, saliva has a numerous benefit over nasopharyngeal swabs, including the ability to be self-administered. We feel that using either nose swabs from the anterior nostrils or saliva to scale tests will be more efficient. Some commercially available POC tests are under development before they are utilized for the diagnosis of SARS-CoV-2. Recently, certain firms have been awarded multi-million-dollar contracts to manufacture antigen and molecular tests to be utilized at POC or at home in order to increase testing capacity [217–220]. The introduction of omicron SARS-CoV-2 (B.1.1.529), a new COVID-19 variant, is placing burden on diagnostic companies who determine the existence of SARS-CoV-2 to verify that their findings are unaffected. The ongoing endeavors will additionally lead to develop robust, reliable, fast, and simple to execute in vitro diagnostic assays and smart diagnostics for COVID-19. The integration of portable devices and assays could be developed for analysis of multiplexed results of pathogens. Digital biosensor technologies could be employed in the future to advance digital barcode fragments and a computer simulation framework for multiplex analyte measurement [216]. The integration of diagnostics and cell phones should give higher correspondence in population surveillance and epidemiology of COVID-19. For POC diagnosis, real-time monitoring via a cellular telephone is critical. It specializes in the derivatization of tangible handheld barcode components and possesses antibodies that are critical for biomarker adhesion to the extracellular environment. This can be used to detect biomarkers for SARS-CoV-2. There are as yet noteworthy knowledge and information gaps in health research that are vital for an effective public health response in the case of pandemics caused by COVID-19.