SARS-CoV-2 variant Delta rapidly displaced variant Alpha in the United States and led to higher viral loads
Open accessPreprint — published as 10.1016/j.xcrm.2022.100564
Abstract
This study reports on the displacement of Alpha (B.1.1.7) by Delta (B.1.617.2 and its substrains AY.1, AY.2, and AY.3) in the United States. By analyzing RT-qPCR testing results and viral sequencing results of samples collected across the United States, we show that the percentage of SARS-CoV-2 positive cases caused by Alpha dropped from 67% in May 2021 to less than 3.0% in just 10 weeks. We also show that the Delta variant has outcompeted the Iota (B.1.526) variant of interest and Gamma (P.1) variant of concern. An analysis of the mean quantification cycles (Cq) values in positive tests over time also reveal that Delta infections lead to a higher viral load on average compared to Alpha infections, but this increase is only 2 to 3x on average for our study design. Our results are consistent with the hypothesis that the Delta variant is more transmissible than the Alpha variant, and that this could be due to the Delta variant's ability to establish a higher viral load earlier in the infection compared to the Alpha variant.
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By June 2021, the Gamma variant accounted for a high proportion of infections in several South American and Caribbean countries and 10% of US infections.
“By June 2021, the Gamma variant accounted for a high proportion of infections in several South American and Caribbean countries 196 and 10% of US infections 33 .”
From The biological and clinical significance of emerging SARS-CoV-2 variants (2021) · cites this paper as [33]
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Cites
Virological assessment of hospitalized patients with COVID-2019
Wölfel, R., Corman, V. M., Guggemos, W., Seilmaier, M., Zange, S., Müller, M. A., Niemeyer, D., Jones, T. C., Vollmar, P., Rothe, C., et al. (2020) · Nature · doi:10.1038/s41586-020-2196-x · Cited by 6,661 · see citing works
Effectiveness of Covid-19 Vaccines against the B.1.617.2 (Delta) Variant
Lopez Bernal, J., Andrews, N., Gower, C., Gallagher, E., Simmons, R., Thelwall, S., Stowe, J., Tessier, E., Groves, N., Dabrera, G., et al. (2021) · New England Journal of Medicine · doi:10.1056/nejmoa2108891 · Cited by 2,889 · see citing works
A dynamic nomenclature proposal for SARS-CoV-2 lineages to assist genomic epidemiology
Rambaut, A., Holmes, E. C., O’Toole, Á., Hill, V., McCrone, J. T., Ruis, C., du Plessis, L., & Pybus, O. G. (2020) · Nature Microbiology · doi:10.1038/s41564-020-0770-5 · Cited by 2,543 · see citing works
Genomics and epidemiology of the P.1 SARS-CoV-2 lineage in Manaus, Brazil
Faria, N. R., Mellan, T. A., Whittaker, C., Claro, I. M., Candido, D. D. S., Mishra, S., Crispim, M. A. E., Sales, F. C. S., Hawryluk, I., McCrone, J. T., et al. (2021) · Science · doi:10.1126/science.abh2644 · Cited by 1,461 · see citing works
Emergence and rapid transmission of SARS-CoV-2 B.1.1.7 in the United States
Washington, N. L., Gangavarapu, K., Zeller, M., Bolze, A., Cirulli, E. T., Barrett, K. M. S., Larsen, B. B., Anderson, C., White, S., Cassens, T., et al. (2021) · Cell · doi:10.1016/j.cell.2021.03.052 · Cited by 328 · see citing works
Self-citationLi, B., Deng, A., Li, K., et al. (2021) · medRxiv · doi:10.1101/2021.07.07.21260122 · Cited by 292 · see citing works
Bal, A., Destras, G., Gaymard, A., Stefic, K., Marlet, J., Eymieux, S., Regue, H., Semanas, Q., d’Aubarede, C., Billaud, G., et al. (2021) · Eurosurveillance · doi:10.2807/1560-7917.es.2021.26.3.2100008 · Cited by 212 · see citing works
Bal, A., Destras, G., Gaymard, A., et al. (2020) · medRxiv · doi:10.1101/2020.11.10.20228528 · Cited by 147 · see citing works
Early introductions and transmission of SARS-CoV-2 variant B.1.1.7 in the United States
Alpert, T., Brito, A. F., Lasek‐Nesselquist, E., Rothman, J. E., Valesano, A. L., MacKay, M. J., Petrone, M. E., Breban, M. I., Watkins, A. E., Vogels, C. B. F., et al. (2021) · Cell · doi:10.1016/j.cell.2021.03.061 · Cited by 120 · see citing works
(2023) · 2023 IEEE/ACM 45th International Conference on Software Engineering: Companion Proceedings (ICSE-Companion) · doi:10.18651/tb · Cited by 24
Servant, J. B. (2007) · doi:10.1080/03056240701449752 · Cited by 22
Emergence and Expansion of the SARS-CoV-2 Variant B.1.526 Identified in New York
Annavajhala, M. K., Mohri, H., Wang, P., Nair, M., Zucker, J. E., Sheng, Z., Gomez-Simmonds, A., Kelley, A. L., Tagliavia, M., Huang, Y., et al. (2021) · doi:10.1101/2021.02.23.21252259
Flagged first, then by citations
Research works printed but not linked: 1
- Annavajhala, M. K. et al. A Novel and Expanding SARS-CoV-2 Variant, B. 1.526, Identified in New York. medRxiv (2021).
Cited by
Sorted by citations
Markov, P. V., Ghafari, M., Beer, M., Lythgoe, K., Simmonds, P., Stilianakis, N. I., & Katzourakis, A. (2023) · Nature Reviews Microbiology · doi:10.1038/s41579-023-00878-2 · Cited by 1,179 · see citing works
The biological and clinical significance of emerging SARS-CoV-2 variants
Tao, K., Tzou, P. L., Nouhin, J., Gupta, R. K., de Oliveira, T., Kosakovsky Pond, S. L., Fera, D., & Shafer, R. W. (2021) · Nature Reviews Genetics · doi:10.1038/s41576-021-00408-x · Cited by 1,009 · see citing works
SARS-CoV-2 viral load and shedding kinetics
Puhach, O., Meyer, B., & Eckerle, I. (2022) · Nature Reviews Microbiology · doi:10.1038/s41579-022-00822-w · Cited by 421 · see citing works
Delta coronavirus variant: scientists brace for impact
Callaway, E. (2021) · Nature · doi:10.1038/d41586-021-01696-3 · Cited by 276 · see citing works
Impact of circulating SARS-CoV-2 variants on mRNA vaccine-induced immunity
Lucas, C., Vogels, C. B. F., Yildirim, I., Rothman, J. E., Lu, P., Monteiro, V., Gehlhausen, J. R., Campbell, M., Silva, J., Tabachnikova, A., et al. (2021) · Nature · doi:10.1038/s41586-021-04085-y · Cited by 226 · see citing works
“5 anti-hCD137 (4B4-1) (1:150) (BioLegend) and PE anti-CD69 (FN-50) (1:200) (BioLegend), APC anti-hCD40L (24-31) (1:100) (BioLegend).”
Emerging SARS-CoV-2 Variants: A Review of Its Mutations, Its Implications and Vaccine Efficacy
Ramesh, S., Govindarajulu, M., Parise, R. S., Neel, L. T., Shankar, T., Patel, S., Lowery, P., Smith, F., Dhanasekaran, M., & Moore, T. (2021) · Vaccines · doi:10.3390/vaccines9101195 · Cited by 152 · see citing works
Comparative transmissibility of SARS-CoV-2 variants Delta and Alpha in New England, USA
Earnest, R., Uddin, R., Matluk, N. N., Renzette, N., Siddle, K., Loreth, C., Adams, G., Tomkins-Tinch, C., Petrone, M. E., Rothman, J. E., et al. (2021) · medRxiv · doi:10.1101/2021.10.06.21264641 · Cited by 125
The global epidemic of SARS‐CoV‐2 variants and their mutational immune escape
Tian, D., Sun, Y., Zhou, J., & Ye, Q. (2021) · Journal of Medical Virology · doi:10.1002/jmv.27376 · Cited by 101 · see citing works
Chau, N. V. V., Ngoc, N. M., Nguyet, L. A., Quang, V. M., Ny, N. T. H., Khoa, D. B., Phong, N. T., Toan, L. M., Hong, N. T. T., Tuyen, N. T. K., et al. (2021) · EClinicalMedicine · doi:10.1016/j.eclinm.2021.101143 · Cited by 94 · see citing works
“7) variant, and has rapidly spread worldwide [1], posing a significant threat to global COVID-19 control.”
Evidence for SARS-CoV-2 Delta and Omicron co-infections and recombination
Bolze, A., Basler, T., White, S. J., Rossi, A. D., Wyman, D., Dai, H., Roychoudhury, P., Greninger, A. L., Hayashibara, K. C., Beatty, M. E., et al. (2022) · Med · doi:10.1016/j.medj.2022.10.002 · Cited by 85 · see citing works
“In the United States, the first Omicron case was reported on December 1 (by a team at University of California San Francisco, reported by press release) based on the sequencing of a sample collected a few days earlier.”
InfluentialSelf-citationComparative transmissibility of SARS-CoV-2 variants Delta and Alpha in New England, USA
Earnest, R., Uddin, R., Matluk, N. N., Renzette, N., Turbett, S. E., Siddle, K. J., Loreth, C., Adams, G. C., Tomkins-Tinch, C. H., Petrone, M. E., et al. (2022) · Cell Reports Medicine · doi:10.1016/j.xcrm.2022.100583 · Cited by 199 · see citing works
Samieefar, N., Rashedi, R., Akhlaghdoust, M., Mashhadi, M., Darzi, P., & Rezaei, N. (2022) · Acta bio-medica dell'Ateneo parmense/Acta biomedica · doi:10.23750/abm.v93i1.12210 · Cited by 66 · see citing works
B.1.617.2 (Delta) Variant of SARS-CoV-2: features, transmission and potential strategies
Zhan, Y., Yin, H. Y., & Yin, J. (2022) · International Journal of Biological Sciences · doi:10.7150/ijbs.66881 · Cited by 65 · see citing works
SARS-CoV-2 variants – Evolution, spike protein, and vaccines
Chen, K.-W. K., Huang, D. T., & Huang, L. (2022) · Biomedical Journal · doi:10.1016/j.bj.2022.04.006 · Cited by 61 · see citing works
SARS-CoV-2 Omicron BA.1 and BA.2 are attenuated in rhesus macaques as compared to Delta
van Doremalen, N., Singh, M., Saturday, T. A., Yinda, C. K., Pérez-Pérez, L., Bohler, F., Weishampel, Z. A., Lewis, M. C., Schulz, J. E., Williamson, B. N., et al. (2022) · Science Advances · doi:10.1126/sciadv.ade1860 · Cited by 45 · see citing works
Protection Duration of COVID-19 Vaccines: Waning Effectiveness and Future Perspective
Zhuang, C., Liu, X., Chen, Q., Yuxin, S., Su, Y., Huang, S., Wu, T., & Xia, N. (2022) · Frontiers in Microbiology · doi:10.3389/fmicb.2022.828806 · Cited by 36 · see citing works
da Silva, S. J. R., de Lima, S. C., da Silva, R. C., Kohl, A., & Pena, L. (2022) · Frontiers in Medicine · doi:10.3389/fmed.2021.836826 · Cited by 36 · see citing works
“Other studies reported a high proportion of COVID-19 infections in several South American and Caribbean countries and about 10% of USA infection rates in June 2021 (127).”
BackgroundTracking SARS-CoV-2 variants through pandemic waves using RT-PCR testing in low-resource settings
Nasir, A., Aamir, U. B., Kanji, A., Bukhari, A. R., Ansar, Z., Ghanchi, N. K., Masood, K. I., Samreen, A., Islam, N., Ghani, S., et al. (2023) · PLOS Global Public Health · doi:10.1371/journal.pgph.0001896 · Cited by 35 · see citing works
Chouikha, A., Farès, W., Lamari, A., Boubaker, S., Belaiba, Z., Ghedira, K., Rebai, W. K., Ayouni, K., Khedhiri, M., Halima, S. B., et al. (2022) · Viruses · doi:10.3390/v14030624 · Cited by 29 · see citing works
“The Alpha VOC had become the dominant global variant by early 2021 [5,33,40,41].”
BackgroundThe Spike Protein of SARS-CoV-2 Is Adapting Because of Selective Pressures
López-Cortés, G. I., Palacios-Pérez, M., Veledíaz, H. F., Hernández-Aguilar, M. M., López-Hernández, G. R., Zamudio, G. S., & José, M. V. (2022) · Vaccines · doi:10.3390/vaccines10060864 · Cited by 26 · see citing works
Perez-Romero, C. A., Tonda, A. P., Mendoza‐Maldonado, L., Coz, E., Tabeling, P., Vanhomwegen, J., Claassen, E., Garssen, J., Kraneveld, A. D., & Lopez‐Rincon, A. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.01.20.427043 · Cited by 18 · see citing works
“The Delta variant has spread like wildfire across the globe rapidly since its explosive rise in India on May, it has now become the major VOC globally rapidly displacing other variants 8,35,71,73 .”
BackgroundCOVID-19 deaths and hospitalizations averted by rapid vaccination rollout in the United StatesPreprint
Moghadas, S. M., Sah, P., Fitzpatrick, M. C., Shoukat, A., Pandey, A., VILCHES, T. N., Singer, B. H., Schneider, E. C., & Galvani, A. P. (2021) · medRxiv · doi:10.1101/2021.07.07.21260156 · Cited by 35 · see citing works
Arantes, I., Bello, G., do Nascimento, V. A., de Souza, V. C., da Silva, A., Silva, D., Nascimento, F., Mejía, M., Brandão, M. J., Gonçalves, L. M. F., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-37541-6 · Cited by 20 · see citing works
Lai, E., Kennedy, E. B., Lozach, J., Hayashibara, K., Davis-Turak, J., Becker, D., Brzoska, P., Cassens, T., Diamond, E., Gandhi, M., et al. (2022) · Journal of Clinical Microbiology · doi:10.1128/jcm.00342-22 · Cited by 18 · see citing works
“The SARS-CoV-2 sequencing and consensus sequence generation methods used in this study have been previously described (34, 35).”
MethodSelf-citationWu, J., Nie, J., Zhang, L., Song, H., An, Y., Liang, Z., Yang, J., Ding, R., Liu, S., Li, Q., et al. (2022) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-022-00874-7 · Cited by 18 · see citing works
Gularte, J. S., da Silva, M. S., Mósena, A. C. S., Demoliner, M., Hansen, A. W., Filippi, M., Pereira, V. M. D. A. G., Heldt, F. H., Weber, M. N., de Almeida, P. R., et al. (2022) · Virus Research · doi:10.1016/j.virusres.2022.198702 · Cited by 18 · see citing works
“SARS-CoV-2 variant B.1.617.2, also known as the Delta variant, has been quickly spread and detected in many countries (Bolze et al., 2021; Li et al., 2021; Public Health England, 2021).”
InfluentialWhy are some coronavirus variants more infectious?
Mukherjee, R., & Satardekar, R. (2021) · Journal of Biosciences · doi:10.1007/s12038-021-00221-y · Cited by 23 · see citing works
“2 (Delta) have replaced the other two less transmissible lineages to become the dominant variant (Bolze et al. 2021).”
BackgroundInfluentialFrancisco, R. D. S., Lamarca, A. P., de Almeida, L. G. P., Cavalcante, L. T. D. F., Machado, D. T., Martins, Y., Brustolini, O. J. B., Gerber, A. L., Guimarães, A. P. D. C., Bellini, R. G., et al. (2021) · Viruses · doi:10.3390/v13102013 · Cited by 24 · see citing works
Delta Variant of SARS-CoV-2 Replacement in Brazil: A National Epidemiologic Surveillance Program
Silva, J. D. P., de Lima, A. B., Alvim, L. B., Malta, F. S. V., Mendonça, C. P., Fonseca, P. L. C., Moreira, F. R. R., Queiroz, D. C., Ferreira, J. G. G., Ferreira, A. C. D. S., et al. (2022) · Viruses · doi:10.3390/v14050847 · Cited by 19 · see citing works
Discovery of highly potent SARS-CoV-2 Mpro inhibitors based on benzoisothiazolone scaffold
Chen, W., Feng, B., Han, S., Wang, P., Chen, W., Zang, Y., Li, J. X., & Hu, Y. (2022) · Bioorganic & Medicinal Chemistry Letters · doi:10.1016/j.bmcl.2022.128526 · Cited by 22 · see citing works
Insight into Delta variant dominated second wave of COVID-19 in Nepal
Adhikari, K., Gautam, R. K., Pokharel, A., Dhimal, M., Uprety, K. N., & Vaidya, N. K. (2022) · Epidemics · doi:10.1016/j.epidem.2022.100642 · Cited by 15 · see citing works
Yeung, P. S.-W., Wang, H., Sibai, M., Solis, D., Yamamoto, F. F., Iwai, N., Jiang, B., Hammond, N. A., Truong, B., Bihon, S., et al. (2022) · Journal of Clinical Microbiology · doi:10.1128/jcm.00178-22 · Cited by 17 · see citing works
Predicted B Cell Epitopes Highlight the Potential for COVID-19 to Drive Self-Reactive Immunity
Moody, R., Wilson, K., Boer, J. C., Holien, J. K., Flanagan, K. L., Jaworowski, A., & Plebanski, M. (2021) · Frontiers in Bioinformatics · doi:10.3389/fbinf.2021.709533 · Cited by 14 · see citing works
O'Brien, M. P., Forleo-Neto, E., Sarkar, N., et al. (2021) · medRxiv · doi:10.1101/2021.06.14.21258569 · Cited by 16 · see citing works
López-Cortés, G. I., Palacios-Pérez, M., Zamudio, G. S., Veledíaz, H. F., Ortega, E., & José, M. V. (2021) · Scientific Reports · doi:10.1038/s41598-021-96950-z · Cited by 15 · see citing works
Sim, J. Z. T., Ting, Y. H., Tang, Y., Feng, Y., Lei, X., Wang, X., Chen, W., Huang, S., Wong, S. T., Lu, Z., et al. (2022) · Healthcare · doi:10.3390/healthcare10010175 · Cited by 14 · see citing works
“This is especially relevant now with the emergence of Delta and now the Omicron variants, as healthcare institutions around the world struggle to allocate scarce healthcare resources [39,40].”
BackgroundSelf-citationReduced neutralization of SARS-CoV-2 B.1.617 variant by convalescent and vaccinated sera
Hu, J., Wei, X., Jin, X., Peng, P., Xu, F.-L., Wu, K., Luo, F., Jin, A., Fang, L., Liu, B., et al. (2021) · Genes & Diseases · doi:10.1016/j.gendis.2021.11.007 · Cited by 24 · see citing works
“23,24 Another explanation for the increased transmission of B.1.617 variant might be the enhanced ability for the virus to evade immune system.”
InfluentialFeatures of the COVID-19 Epidemic Process in Each of the of the Five Waves of Morbidity in Russia
Karpova, L., Komissarov, A., Stolyarov, K., et al. (2023) · Epidemiology and Vaccinal Prevention · doi:10.31631/2073-3046-2023-22-2-23-36 · Cited by 13
Venkatraja, B., Gali, S., & Kumar, B. K. (2021) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.21-0812 · Cited by 16 · see citing works
Li, T., Zhou, B., Luo, Z., Lai, Y., Huang, S., Zhou, Y., Li, Y., Gautam, A., Bourgeau, S., Wang, S., et al. (2022) · Frontiers in Microbiology · doi:10.3389/fmicb.2022.875840 · Cited by 12 · see citing works
“, 2022), could change the course of the pandemic due to their high virulence and their general resistance against antibodies and vaccines that were developed using previous strains (Hoffmann et al., 2021; Planas et al., 2021; Wang et al., 2021; Bolze et al., 2022).”
BackgroundLamarca, A. P., de Almeida, L. G. P., Francisco, R. D. S., Cavalcante, L. T. D. F., Brustolini, O. J. B., Gerber, A. L., Guimarães, A. P. D. C., de Oliveira, T. H., Nascimento, É. R. D. S., Policarpo, C., et al. (2022) · Microbial Genomics · doi:10.1099/mgen.0.000859 · Cited by 6 · see citing works
“The Delta variant is known for its higher transmissibility (32,33) and elevated viral loads, even when compared to the Alpha variant (25,34,35).”
BackgroundStrategies to decrease COVID-19 vaccine hesitancy for children
Zakeri, M., Li, J.-N., Sadeghi, S., et al. (2021) · Journal of Pharmaceutical Health Services Research · doi:10.1093/jphsr/rmab060 · Cited by 9
“0% in just 10 weeks.[5] Despite the high transmissibility and higher viral load, it seems that the COVID-19 vaccination has similar effectiveness against both Alpha and Delta variants.”
BackgroundCirculating Dynamics of SARS-CoV-2 Variants between April 2021 and February 2022 in Turkey
Sayan, M., Arıkan, A., & İşbilen, M. (2022) · Canadian Journal of Infectious Diseases and Medical Microbiology · doi:10.1155/2022/4677720 · Cited by 8 · see citing works
“'e highest rate of hospitalized infection occurred in the United States (n�∼87.000), followed by the United Kingdom (n�∼7.000) and France (n�∼6.000) [21].”
BackgroundInfluentialSun, K. J., Vaeth, M. J., Robinson, M., et al. (2022) · Microbiology spectrum · doi:10.1128/spectrum.00236-22 · Cited by 8
Shrivastava, S., Mhaske, S. T., Modak, M. S., Virkar, R., Pisal, S. S., Mishra, A. C., & Arankalle, V. A. (2022) · Archives of Virology · doi:10.1007/s00705-021-05320-7 · Cited by 7 · see citing works
Reduced neutralization of SARS-CoV-2 B.1.617 variant by inactivated and RBD-subunit vaccinePreprint
Hu, J., Wei, X., Jin, X., Peng, P., Xu, F.-L., Wu, K., Luo, F., Jin, A., Fang, L., Liu, B., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.07.09.451732 · Cited by 9 · see citing works
Osorio, M. I., Yáñez, O., Gallardo, M. O., Zúñiga-Bustos, M., Mulia-Rodríguez, J., López-Rendón, R., García‐Beltrán, O., González-Nilo, F. D., & Perez-Donoso, J. M. (2022) · Pharmaceuticals · doi:10.3390/ph15080986 · Cited by 6 · see citing works
Early Emergence Phase of SARS-CoV-2 Delta Variant in Florida, US
Cella, E., Ali, S., Schmedes, S. E., Magalis, B. R., Marini, S., Salemi, M., Blanton, J. L., & Azarian, T. (2022) · Viruses · doi:10.3390/v14040766 · Cited by 7 · see citing works
“By June 2021, the Delta variant had become the dominant lineage in the US, unseating the Alpha variant as the most prevalent lineage in Florida, US, and abroad [12,13].”
BackgroundRanjan, P., Neha, Devi, C., Devar, K. A., & Das, P. (2021) · bioRxiv · doi:10.1016/j.micpath.2022.105619 · Cited by 7 · see citing works
“The Delta variant showed higher replication rate, transmissibility, viral load as well as immune evasion [15] [ – ] [17].”
Bai, W., Gu, Y., Liu, H., & Zhou, L. (2021) · China CDC Weekly · doi:10.46234/ccdcw2021.216 · Cited by 9 · see citing works
“In Africa, cases infected with the Delta variant were reported in Congo, Malawi, Uganda, and South Africa, raising concerns that the Delta variant will cause a surge of cases in African countries due to the limited access to vaccines and will pose the greatest risk to Africa (24).”
BackgroundInfluentialThe Lambda Variant in Argentina: Analyzing the Evolution and Spread of SARS-CoV-2 Lineage C.37
Jodar, M. S. N., Torres, C., Mojsiejczuk, L. N., Acuña, D., Valinotto, L. E., Goya, S., Natale, M. I., Lusso, S. B., Alexay, S., Amadío, A., et al. (2023) · Viruses · doi:10.3390/v15061382 · Cited by 4 · see citing works
Dabisch, P. A., Sanjak, J. S., Boydston, J. A., Yeager, J. J., Herzog, A., Biryukov, J., Beck, K., Do, D. C., Seman, B. G., Green, B., et al. (2022) · Journal of Aerosol Medicine and Pulmonary Drug Delivery · doi:10.1089/jamp.2022.0043 · Cited by 6 · see citing works
“Similarly, several studies have reported increased levels of viral RNA in nasal swab samples for more recent variants.(13,17,18,42) Another recent study reported that a small cohort of patients infected with the Alpha variant shed greater levels of viral RNA in the exhaled breath relative to other less-transmissible v…”
BackgroundKumar, A., Ladha, A., Choudhury, A., Ikbal, A. M. A., Bhattacharjee, B., Das, T., Gupta, G., Sharma, C., Sarbajna, A., Mandal, S. C., et al. (2022) · Expert Review of Vaccines · doi:10.1080/14760584.2022.2081156 · Cited by 5 · see citing works
Petersen, J. D., Lu, J., Fitzgerald, W., Zhou, F., Blank, P. S., Matthies, D., & Zimmerberg, J. J. (2022) · Viruses · doi:10.3390/v14051024 · Cited by 5 · see citing works
“This phenotype is similar to real-world reports of faster initial infection by Delta SARSCoV-2 [37].”
ResultSelf-citationHasan, Z., Aamir, U. B., Nasir, A., et al. (2021) · Research Square · doi:10.21203/rs.3.rs-828919/v1 · Cited by 6 · see citing works
“RNA was extracted using the QiaAmp RNA MiniKit, Qiagen, USA.”
BackgroundInfluentialImproved SARS-CoV-2 Spike Glycoproteins for Pseudotyping Lentiviral Vectors
Ayoub, P., Purkayastha, A., Quintos, J. P., et al. (2020) · Frontiers in Virology · doi:10.3389/fviro.2021.793320 · Cited by 5
“The increase in specificity of the HA S-pseudotyped vector will be important when studying the pathology of SARS-CoV2 infection in animal models or air liquid interface cultures – including the newly dominant Delta variant (44, 45) – given it will more accurately represent the specificity to ACE2 of the SARS-CoV-2 vir…”
BackgroundKhamis, F., Awaidy, S. A., Ba'Omar, M., Osman, W., Chhetri, S., Ambusaid, Z., Fahdi, Z. A., Al-Lawati, J., Sulaimi, K. A., Bulushi, S. A., et al. (2022) · Diseases · doi:10.3390/diseases10040100 · Cited by 4 · see citing works
Lai, E., Becker, D., Brzoska, P., Cassens, T., Davis-Turak, J., Diamond, E., Furtado, M., Gandhi, M., Gort, D., Greninger, A. L., et al. (2022) · medRxiv · doi:10.1101/2022.01.08.22268865 · Cited by 4
Self-citationMutnal, M. B., Johnson, S., Mohamed, N., Abddelgader, R., Morales, L., Volz, M., Walker, K., Arroliga, A. C., & Rao, A. (2021) · Journal of Medical Virology · doi:10.1002/jmv.27373 · Cited by 7 · see citing works
“(12, 13) By 223 July 3, 2021, the delta (B.”
BackgroundBlanchard, A. C., Desforges, M., Labbé, A., Nguyen, C. T., Petit, Y., Besner, D., Zinszer, K., Séguin, O., Laghdir, Z., Adams, K., et al. (2021) · medRxiv · doi:10.1101/2021.10.13.21264960 · Cited by 5 · see citing works
Zhang, Q., Qiao, R., Niu, J., Xiong, X., Wang, N., Zhang, R., Luo, S., Guo, Y.-W., Liu, Z., Peng, L., et al. (2023) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2023.1180297 · Cited by 2 · see citing works
“The Delta variant was first found in India in late 2020 and displaced Alpha as the dominant variant in mid-2021, leading to a resurgence of COVID-19 cases in many countries (Centers for Disease Control and Prevention, 2021; Bolze et al., 2022).”
BackgroundSelf-citationJumamil, R. B., & Rutherford, G. W. (2023) · AJPM Focus · doi:10.1016/j.focus.2023.100075 · Cited by 2
“S.(1) During this time, the Centers for Disease Control and Prevention recognized the San Francisco Bay Area as a hot spot on”
BackgroundArantes, I., Bello, G., do Nascimento, V. A., de Souza, V. C., da Silva, A., Silva, D., Nascimento, F., Mejía, M., Brandão, M. J., Gonçalves, L. M. F., et al. (2022) · medRxiv · doi:10.1101/2022.09.21.22280193 · Cited by 2 · see citing works
“This pattern contrasts with the exponential surge of SARS-CoV-2 cases due to the spread of Delta in Europe, North America, Africa, and Asia (Kupferschmidt & Wadman, 2021; Elliott et al., 2021; Dhar et al., 2021; Cherian et al., 2021; Bolze et al., 2022; Yang & Shaman, 2022; Wadman, 2021).”
ResultHernandez, M., Banu, R., Gonzalez-Reiche, A., Gray, B., Shrestha, P., Cao, L., Chen, F., Shi, H.-Z., Hanna, A., Ramírez, J., et al. (2021) · medRxiv · doi:10.1016/j.jmoldx.2022.04.003 · Cited by 2 · see citing works
Ma, Y., Hu, Y., Xia, B., Du, P., Wu, L., Liang, M., Chen, Q., Yan, H., Gao, G. F., Wang, Q., et al. (2021) · China CDC Weekly · doi:10.46234/ccdcw2021.235 · Cited by 2 · see citing works
Laing, E., Weiss, C., Samuels, E., et al. (2021) · medRxiv · doi:10.1101/2021.10.16.21265087 · Cited by 2
Ayass, M. A., Zhang, J., Zhu, K. J., et al. (2021) · medRxiv · doi:10.1101/2021.09.21.21263898 · Cited by 2 · see citing works
“2, a viral lineage first identified in India was seen as the “greatest threat” in the world’s effort to contain COVID-19 (Bolze et al., 2021).”
BackgroundInfluentialTo Test or Not to Test: COVID-19 Prevention Strategies to Keep Large Gatherings Safe
Estelle, C., & Perl, T. (2021) · Annals of Internal Medicine · doi:10.7326/m21-2976 · Cited by 2
An update on vaccine status and the role of nanomedicine against SARS‐CoV‐2: A narrative review
Tajnur, R., Rezwan, R., Aziz, A., & Islam, M. S. (2023) · Health Science Reports · doi:10.1002/hsr2.1377 · Cited by 1 · see citing works
“While the Delta variant has higher transmissibility, it is not due to vaccine inefficiency but a higher viral load.(101,102) The”
BackgroundErgören, M. Ç., Akan, G., Volkan, E., Kandemiş, E., Evren, E. Ü., Evren, H., Volkan, E., Tuncel, G., Süer, K., & Şanlıdağ, T. (2022) · Journal of Medical Virology · doi:10.1002/jmv.28309 · Cited by 1 · see citing works
“Previous studies showed that infection with the Delta variant was associated with higher infectious virus loads, which enabled it to displace the Alpha variant rapidly.(27,28) Furthermore, shorter presentation of symptoms in Omicron‐infected cases was highlighted as a factor leading to lower infectivity.”
BackgroundRamos, E. M., Rúa, K. A. P., Ayala, C. A., García-Correa, J. F., & Zuluaga, A. F. (2022) · Enfermedades infecciosas y microbiologia clinica (English ed ) · doi:10.1016/j.eimce.2022.10.003 · Cited by 1 · see citing works
Yeung, P.-S., Wang, H., Sibai, M., Solis, D., Yamamoto, F., Iwai, N., Jiang, B., Hammond, N., Truong, B., Bihon, S., et al. (2022) · medRxiv · doi:10.1101/2022.02.07.22270629 · Cited by 1
“46 Importantly, these VOCs differ in their clinical prognosis, transmissibility, antibody susceptibility, and 47 response to vaccination (1-21).”
BackgroundDelta variant of SARS-CoV-2: characteristics and implications for public health in Colombia
Yomayusa, N., Vega, R., Restrepo, A., Morón, L., Vaca, C., & Oñate, J. (2021) · Revista de la Facultad de Medicina · doi:10.15446/revfacmed.v70n1.97460 · Cited by 29 · see citing works
Jiang, M., Akers, N. K., Gill, D. B., Eckhert, B., Svejnoha, E., & Robins, H. S. (2022) · medRxiv · doi:10.1101/2022.07.01.22277108
“Timing of test orders among survey respondents was generally consistent with that of the testing population, with a peak in August and September of 2021 corresponding to the SARS-CoV-2 Delta wave in the US [33,34] (Figure 1A).”
ResultLazović, M., Bojat, V., Vuković, V., Smiljanic, N., Milić, M., Velicki, R., Nikolić, N., Pustahija, T., & Ristić, M. (2022) · Facta Universitatis Series Medicine and Biology · doi:10.22190/fumb220507001l
“In addition, new variants of SARS-CoV-2 are emerging, which are more contagious than the previous ones and against which somewhat lower effectiveness of several vaccines has been observed [9,10,16,17].”
BackgroundPetersen, J. D., Lu, J., Fitzgerald, W., Zhou, F., Blank, P. S., Matthies, D., & Zimmerberg, J. J. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.04.07.487415
“This phenotype is similar to real-world reports of faster initial infection by Delta SARS-CoV-2 [37].”
BackgroundResultSelf-citationEarly emergence phase of SARS-CoV-2 Delta variant in Florida
Cella, E., Ali, S., Schmedes, S., et al. (2022) · medRxiv · doi:10.1101/2022.02.18.22271195
Discovery of nanobodies against SARS-CoV-2 and an uncommon neutralizing mechanismPreprint
Li, T., Zhou, B., Luo, Z., Lai, Y., Huang, S., Zhou, Y., Gautam, A., Bourgeau, S., Wang, S., Bao, J., et al. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.07.20.453054
- Authors
- Bolze, A., Cirulli, E. T., Luo, S., White, S., Wyman, D., Dei Rossi, A., Machado, H., Cassens, T., Jacobs, S., Schiabor Barrett, K. M., Tsan, K., Nguyen, J., Ramirez, J. M., Sandoval, E., Wang, X., Wong, D., Becker, D., Laurent, M., Lu, J., Isaksson, M., Washington, N. L., & Lee, W.
- Affiliations
- Helix (United States) (US)
- Corresponding author
- Bolze, Alexandre
- Lee, William
- ORCID
- Venue
- Cell Reports Medicine
- Publisher
- openRxiv
- Published
- 2021-06-21
- Volume
- 3
- Issue
- 3
- Pages
- 100564-100564
- ISSN
- 2666-3791 (ISSN-L)
- PMC
- PMC8922438
- OpenAlex
- W4220894005
- Cited by
- 116
- References
- 6
- Citations by year
- 2026: 6 · 2025: 9 · 2024: 15 · 2023: 23 · 2022: 40 · 2021: 22 · 2020: 1
- FWCI
- 7.92
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- Cell Reports Medicine (publishedVersion, cc-by-nc-nd)
- SSRN Electronic Journal (publishedVersion)
- medRxiv (acceptedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Funders
- Public Health England
- Centers for Disease Control and Prevention
- Topics
- Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
- Physical Sciences › Mathematics › Modeling and Simulation › COVID-19 epidemiological studies
- Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
- Keywords
- SARS-CoV-2, Alpha variant, viral load, transmissibility, COVID-19 pandemic, United States
- MeSH terms
- COVID-19, SARS-CoV-2, Humans, United States, Viral Load
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