Assessment of Regional Variability in COVID-19 Outcomes Among Patients With Cancer in the United States.

Importance: The COVID-19 pandemic has had a distinct spatiotemporal pattern in the United States. Patients with cancer are at higher risk of severe complications from COVID-19, but it is not well known whether COVID-19 outcomes in this patient population were associated with geography. Objective: To quantify spatiotemporal variation in COVID-19 outcomes among patients with cancer. Design, Setting, and Participants: This registry-based retrospective cohort study included patients with a historical diagnosis of invasive malignant neoplasm and laboratory-confirmed SARS-CoV-2 infection between March and November 2020. Data were collected from cancer care delivery centers in the United States. Exposures: Patient residence was categorized into 9 US census divisions. Cancer center characteristics included academic or community classification, rural-urban continuum code (RUCC), and social vulnerability index. Main Outcomes and Measures: The primary outcome was 30-day all-cause mortality. The secondary composite outcome consisted of receipt of mechanical ventilation, intensive care unit admission, and all-cause death. Multilevel mixed-effects models estimated associations of center-level and census division-level exposures with outcomes after adjustment for patient-level risk factors and quantified variation in adjusted outcomes across centers, census divisions, and calendar time. Results: Data for 4749 patients (median [IQR] age, 66 [56-76] years; 2439 [51.4%] female individuals, 1079 [22.7%] non-Hispanic Black individuals, and 690 [14.5%] Hispanic individuals) were reported from 83 centers in the Northeast (1564 patients [32.9%]), Midwest (1638 [34.5%]), South (894 [18.8%]), and West (653 [13.8%]). After adjustment for patient characteristics, including month of COVID-19 diagnosis, estimated 30-day mortality rates ranged from 5.2% to 26.6% across centers. Patients from centers located in metropolitan areas with population less than 250 000 (RUCC 3) had lower odds of 30-day mortality compared with patients from centers in metropolitan areas with population at least 1 million (RUCC 1) (adjusted odds ratio [aOR], 0.31; 95% CI, 0.11-0.84). The type of center was not significantly associated with primary or secondary outcomes. There were no statistically significant differences in outcome rates across the 9 census divisions, but adjusted mortality rates significantly improved over time (eg, September to November vs March to May: aOR, 0.32; 95% CI, 0.17-0.58). Conclusions and Relevance: In this registry-based cohort study, significant differences in COVID-19 outcomes across US census divisions were not observed. However, substantial heterogeneity in COVID-19 outcomes across cancer care delivery centers was found. Attention to implementing standardized guidelines for the care of patients with cancer and COVID-19 could improve outcomes for these vulnerable patients.

Effects of mutations in the human immunodeficiency virus type 1 Gag gene on RNA packaging and recombination.

Human immunodeficiency virus type 1 (HIV-1) recombination occurs during reverse transcription when parts of the two co-packaged RNAs are used as templates for DNA synthesis. It was previously hypothesized that HIV-1 Gag polyproteins preferentially encapsidate the RNA from which they were translated (cis-packaging hypothesis). This hypothesis implies that mutants encoding Gag that cannot efficiently package viral RNA are selected against at two levels: these mutants do not generate infectious virus, and these mutants are not efficiently rescued by the wild-type virus because the mutant RNAs are packaged at much lower levels than are those of the wild-type genome. Therefore, genetic information encoded by gag mutants can be rapidly lost in the viral population. To test this prediction of the cis-packaging hypothesis, we examined several gag mutants by measuring the efficiencies of the mutant RNAs in being packaged in trans in the presence of wild-type virus and determining the rates of recombination between gag mutants and wild-type viruses. We observed that the viral RNAs from the nucleocapsid zinc finger or the capsid truncation mutant were packaged efficiently in trans, and these mutant viruses also frequently recombined with the wild-type viruses. In contrast, viral RNAs from mutants containing a 6-nucleotide substitution encompassing the gag AUG were not efficiently encapsidated, resulting in a low rate of recombination between the mutants and wild-type viruses. Further analyses revealed that other, more subtle mutations changing the gag AUG and abolishing Gag translation did not interfere with efficient encapsidation of the mutant RNA. Our results indicated that neither the gag AUG sequence nor Gag translation is essential for viral RNA encapsidation, and Gag can package both wild-type and gag mutant RNAs with similar efficiencies. Therefore, we propose that HIV-1 RNA encapsidation occurs mainly in trans, and most gag mutants can be rescued by wild-type virus; therefore, they are unlikely to face the aforementioned double-negative selection.

Comparison of the genetic recombination rates of human immunodeficiency virus type 1 in macrophages and T cells.

Human immunodeficiency virus type 1 (HIV-1) exhibits a high level of genetic variation generated by frequent mutation and genetic recombination during reverse transcription. We have measured HIV-1 recombination rates in T cells in one round of virus replication. It was recently proposed that HIV-1 recombines far more frequently in macrophages than in T cells. In an attempt to delineate the mechanisms that elevate recombination, we measured HIV-1 recombination rates in macrophages at three different marker distances. Surprisingly, the recombination rates were comparable in macrophages and in T cells. In addition, we observed similar recombination rates in two monocytic cell lines regardless of the differentiation status. These results indicate that HIV-1 undergoes similar numbers of recombination events when infecting macrophages and T cells.

Identification of a major restriction in HIV-1 intersubtype recombination.

Genetic recombination increases diversity in HIV-1 populations, thereby allowing variants to escape from host immunity or antiviral therapies. In addition to the currently described nine subtypes of HIV-1, many of the circulating strains are intersubtype recombinants. In this study, we determined the recombination rate between two HIV-1 subtype C viruses and between a subtype B virus and a subtype C virus during a single round of virus replication. Although HIV-1 subtype C recombines at a high rate, similar to that of HIV-1 subtype B, the recombination rate between a subtype B virus and a subtype C virus is much lower than the intrasubtype recombination rate. A 3-nt sequence difference in the dimerization initiation signal (DIS) region between HIV-1 subtypes B and C accounts for most of the reduction of intersubtype recombination. By matching the DIS sequences, the B/C intersub-type recombination rate was elevated 4-fold; by introducing mismatches in the 3-nt sequences, the B/B intrasubtype recombination rate was reduced 4-fold. Further analyses showed that the intermolecular template-switching frequency was unaffected by the sequence identity of the DIS region. These results support the hypothesis that mismatched sequences in the DIS region alter the formation of heterozygous virions, thereby lowering the observable recombination rate. Here, we present the discovery of a major restriction in HIV-1 intersubtype recombination. These results have important implications for virus evolution, the mechanism of HIV-1 RNA packaging, high negative interference in recombination, and the generation of circulating intersubtype recombinants within the infected population.

Genetic recombination of human immunodeficiency virus type 1 in one round of viral replication: effects of genetic distance, target cells, accessory genes, and lack of high negative interference in crossover events.

Recombination is a major mechanism that generates variation in populations of human immunodeficiency virus type 1 (HIV-1). Mutations that confer replication advantages, such as drug resistance, often cluster within regions of the HIV-1 genome. To explore how efficiently HIV-1 can assort markers separated by short distances, we developed a flow cytometry-based system to study recombination. Two HIV-1-based vectors were generated, one encoding the mouse heat-stable antigen gene and green fluorescent protein gene (GFP), and the other encoding the mouse Thy-1 gene and GFP. We generated derivatives of both vectors that contained nonfunctional GFP inactivated by different mutations. Recombination in the region between the two inactivating mutations during reverse transcription could yield a functional GFP. With this system, we determined that the recombination rates of markers separated by 588, 300, 288, and 103 bp in one round of viral replication are 56, 38, 31, and 12%, respectively, of the theoretical maximum measurable recombination rate. Statistical analyses revealed that at these intervals, recombination rates and marker distances have a near-linear relationship that is part of an overall quadratic fit. Additionally, we examined the segregation of three markers within 600 bp and concluded that HIV-1 crossover events do not exhibit high negative interference. We also examined the effects of target cells and viral accessory proteins on recombination rate. Similar recombination rates were observed when human primary CD4(+) T cells and a human T-cell line were used as target cells. We also found equivalent recombination rates in the presence and absence of accessory genes vif, vpr, vpu, and nef. These results illustrate the power of recombination in generating viral population variation and predict the rapid assortment of mutations in the HIV-1 genome in infected individuals.

Charged assembly helix motif in murine leukemia virus capsid: an important region for virus assembly and particle size determination.

We have identified a region near the C terminus of capsid (CA) of murine leukemia virus (MLV) that contains many charged residues. This motif is conserved in various lengths in most MLV-like viruses. One exception is that spleen necrosis virus (SNV) does not contain a well-defined domain of charged residues. When 33 amino acids of the MLV motif were deleted to mimic SNV CA, the resulting mutant produced drastically reduced amounts of virions and the virions were noninfectious. Furthermore, these viruses had abnormal sizes, often contained punctate structures resembling those in the cell cytoplasm, and packaged both ribosomal and viral RNA. When 11 or 15 amino acids were deleted to modify the MLV CA to resemble those from other gammaretroviruses, the deletion mutants produced virions at levels comparable to those of the wild-type virus and were able to complete one round of virus replication without detectable defects. We generated 10 more mutants that displayed either the wild-type or mutant phenotype. The distribution of the wild-type or mutant phenotype did not directly correlate with the number of amino acids deleted, suggesting that the function of the motif is determined not simply by its length but also by its structure. Structural modeling of the wild-type and mutant proteins suggested that this region forms alpha-helices; thus, we termed this motif the "charged assembly helix." This is the first description of the charged assembly helix motif in MLV CA and demonstration of its role in virus budding and assembly.