RNA interference is a natural antiviral mechanism that could be harnessed to combat SARS-CoV-2 infection by targeting and destroying the viral RNA. We identified potent lipophilic small interfering RNA (siRNA) conjugates targeting highly conserved regions of SARS-CoV-2 outside of the spike-encoding region capable of achieving ≥3-log viral reduction. Serial passaging studies demonstrated that a two-siRNA combination prevented development of resistance compared to a single siRNA approach. Viral resistance to single siRNA treatment occurred due to emergence of point mutations at critical positions required for siRNA-mediated target binding and cleavage, which led to a loss of siRNA efficacy. With a two-siRNA combination, emergence of mutations within the siRNA binding site was abolished. When delivered intranasally, two-siRNA combination protected Syrian hamsters from weight loss and lung pathology by viral infection upon prophylactic administration but not following onset of infection. Together, the data support potential utility of RNAi as a prophylactic approach with high resistance barrier to counteract SARS-CoV-2 emergent variants and complement vaccination. Most importantly, given that the siRNAs can be rapidly developed from a new pathogen sequence, this strategy has implications as a new type of preventive medicine that may protect against future coronavirus pandemics.
Supplementary Figures PDF file - 114K, Includes sequence information on KSP and VEGF siRNAs, murine Hep3B tumor model data with ALN-VSP, ALN-VSP Phase I study design, KSP and VEGF mRNA levels in tumor cell lines and normal liver, and comparison of ALN-VSP PK data in cancer patients and non-human primates
Supplementary Methods and Legends PDF file - 72K, Includes detailed methods for 5' RACE assay and DCE-MRI scans, as well as figure legends for the six supplementary figures
Supplementary Tables PDF file - 67K, Includes data showing effect of ALN-VSP on spleen in non-human primates, tumor response data from the Phase I trial, and safety data (including adverse events and dose-limiting toxicities) from the Phase I trial
Background & Aims: Current therapy for chronic hepatitis B virus (cHBV) infection involves lifelong treatment. New treatments that enable HBV functional cure would represent a clinically meaningful advance. ALN-HBV and VIR-2218 are investigational RNA interference therapeutics that target all major HBV transcripts. Methods: We report on: i) the safety of single doses of VIR-2218 (modified from ALN-HBV by enhanced stabilization chemistry plus technology to reduce off-target, seed-mediated binding while maintaining on-target antiviral activity) and ALN-HBV in hu-manized mice; ii) a cross-study comparison of the safety of single doses of VIR-2218 and ALN-HBV in healthy human volunteers (n = 24 and n = 49, respectively); and iii) the antiviral activity of two doses of 20, 50, 100, 200 mg of VIR-2218 (total n = 24) vs. placebo (n = 8), given 4 weeks apart, in participants with cHBV infection. Results: In humanized mice, alanine aminotransferase (ALT) levels were markedly lower following administration of VIR-2218 compared with ALN-HBV. In healthy volunteers, post-treatment ALT elevations occurred in 28% of participants receiving ALN-HBV compared with none in those receiving VIR-2218. In participants with cHBV infection, VIR-2218 was associated with dose-dependent reductions in hepatitis B surface antigen (HBsAg). The greatest mean reduction of HBsAg at Week 20 in par-ticipants receiving 200 mg was 1.65 log IU/ml. The HBsAg reduction was maintained at 0.87 log IU/ml at Week 48. No participants had serum HBsAg loss or hepatitis B surface antibody seroconversion. Conclusions: VIR-2218 demonstrated an encouraging hepatic safety profile in preclinical and clinical studies as well as dose -dependent HBsAg reductions in patients with cHBV infection. These data support future studies with VIR-2218 as part of combination regimens with a goal of HBV functional cure. Trial registration: ClinicalTrials.gov identifiers: NCT02826018 and NCT03672188. (c) 2023 The Authors. Published by Elsevier B.V. on behalf of European Association for the Study of the Liver. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
RNA interference is a natural antiviral mechanism that could be harnessed to combat SARS-CoV-2 infection by targeting and destroying the viral genome. We screened lipophilic small-interfering RNA (siRNA) conjugates targeting highly conserved regions of the SARS-CoV-2 genome and identified leads targeting outside of the spike-encoding region capable of achieving ≥3-log viral reduction. Serial passaging studies demonstrated that a two-siRNA combination prevented development of resistance compared to a single-siRNA approach. A two-siRNA combination delivered intranasally protected Syrian hamsters from weight loss and lung pathology by viral infection upon prophylactic administration but not following onset of infection. Together, the data support potential utility of RNAi as a prophylactic approach to limit SARS-CoV-2 infection that may help combat emergent variants, complement existing interventions, or protect populations where vaccines are less effective. Most importantly, this strategy has implications for developing medicines that may be valuable in protecting against future coronavirus pandemics.
Identifying genetic variants associated with lower waist-to-hip ratio can reveal new therapeutic targets for abdominal obesity. We use exome sequences from 362,679 individuals to identify genes associated with waist-to-hip ratio adjusted for BMI (WHRadjBMI), a surrogate for abdominal fat that is causally linked to type 2 diabetes and coronary heart disease. Predicted loss of function (pLOF) variants in INHBE associate with lower WHRadjBMI and this association replicates in data from AMP-T2D-GENES. INHBE encodes a secreted protein, the hepatokine activin E. In vitro characterization of the most common INHBE pLOF variant in our study, indicates an in-frame deletion resulting in a 90% reduction in secreted protein levels. We detect associations with lower WHRadjBMI for variants in ACVR1C , encoding an activin receptor, further highlighting the involvement of activins in regulating fat distribution. These findings highlight activin E as a potential therapeutic target for abdominal obesity, a phenotype linked to cardiometabolic disease.
The age of menopause is associated with fertility and disease risk, and its genetic control is of great interest. We use whole-exome sequences from 132,370 women in the UK Biobank to test for associations between rare damaging variants and age at natural menopause. Rare damaging variants in five genes are significantly associated with menopause: CHEK2 (p = 3.3 x 10(-51)), DCLRE1A (p = 8.4 x 10(-13)), and HELB (p = 5.7 x 10(-7)) with later menopause and TOP3A (p = 7.6 x 10(-8)) and CLPB (p = 8.1 x 10(-7)) with earlier menopause. Two additional genes are suggestive: RAD54L (p = 2.4 x 10(-6)) with later menopause and HROB (p = 2.9 x 10(-6)) with earlier menopause. In a follow-up analysis of repeated questionnaires in women who were initially premenopausal, CHEK2, TOP3A, and RAD54L genotypes are associated with subsequent menopause. Consistent with previous genome-wide association studies (GWASs), six of the seven genes are involved in the DNA damage repair pathway. Phenome-wide scans across 398,569 men and women revealed that in addition to known associations with cancers and blood cell counts, rare variants in CHEK2 are also associated with increased risk for uterine fibroids, polycystic ovary syndrome, and prostate hypertrophy; these associations are not shared with higher-penetrance breast cancer genes. Causal mediation analysis suggests that approximately 8% of the breast cancer risk conferred by CHEK2 pathogenic variants after menopause is mediated through delayed menopause.
AbstractSequencing of large cohorts offers an unprecedented opportunity to identify rare genetic variants and to find novel contributors to human disease. We used gene-based collapsing tests to identify genes associated with glucose, HbA1c and type 2 diabetes (T2D) diagnosis in 363,977 exome-sequenced participants in the UK Biobank. We identified associations for variants in GCK, HNF1A and PDX1, which are known to be involved in Mendelian forms of diabetes. Notably, we uncovered novel associations for GIGYF1, a gene not previously implicated by human genetics, in diabetes. GIGYF1 predicted loss of function (pLOF) variants associated with increased levels of glucose (0.77 mmol/L increase, p = 4.42 × 10-12) and HbA1c (4.33 mmol/mol, p = 1.28 × 10-14) as well as T2D diagnosis (OR = 4.15, p= 6.14 ×10-11). Multiple rare variants contributed to these associations, including singleton variants. GIGYF1 pLOF also associated with decreased cholesterol levels as well as an increased risk of hypothyroidism. The association of GIGYF1 pLOF with T2D diagnosis replicated in an independent cohort from the Geisinger Health System. In addition, a common variant association for glucose and T2D was identified at the GIGYF1 locus. Our results highlight the role of GIGYF1 in regulating insulin signaling and protecting from diabetes.Author SummaryGenetic studies focused on high impact variants in protein-coding regions of the genome can provide valuable insight into the biology of human disease. As these variants tend to be rare, studying them requires large cohort sizes and methods to aggregate variants that are likely to have a similar biological impact. We studied how rare genetic variants contribute to type 2 diabetes (T2D) using sequencing data from 363,977 participants in the UK Biobank, employing methods to aggregate variants at the level of individual genes. As well as identifying genes known to be involved in inherited forms of diabetes, we uncovered a novel association for GIGYF1. GIGYF1 loss of function associated with increased risk of T2D and increased levels of the diabetes biomarkers glucose and HbA1c. This association was also seen in an independent dataset. GIGYF1 encodes a protein that binds a negative regulator of the insulin receptor that has not been well-characterized in the literature. By highlighting the importance of GIGYF1 in modulating insulin signaling these results may lead to new therapeutic approaches for diabetes as well as a new appreciation for GIGYF1 loss of function as a genetic risk factor for T2D.
Hereditary transthyretin-mediated (hATTR) amyloidosis is an underdiagnosed, progressively debilitating disease caused by mutations in the transthyretin ( TTR ) gene. V122I, a common pathogenic TTR mutation, is found in 3–4% of individuals of African ancestry in the United States and has been associated with cardiomyopathy and heart failure. To better understand the phenotypic consequences of carrying V122I, we conducted a phenome-wide association study scanning 427 ICD diagnosis codes in UK Biobank participants of African ancestry ( n = 6062). Significant associations were tested for replication in the Penn Medicine Biobank ( n = 5737) and the Million Veteran Program ( n = 82,382). V122I was significantly associated with polyneuropathy in the UK Biobank (odds ratio [OR] = 6.4, 95% confidence interval [CI] 2.6–15.6, p = 4.2 × 10 −5 ), which was replicated in the Penn Medicine Biobank (OR = 1.6, 95% CI 1.2–2.4, p = 6.0 × 10 –3 ) and Million Veteran Program (OR = 1.5, 95% CI 1.2–1.8, p = 1.8 × 10 −4 ). Polyneuropathy prevalence among V122I carriers was 2.1%, 9.0%, and 4.8% in the UK Biobank, Penn Medicine Biobank, and Million Veteran Program, respectively. The cumulative incidence of common hATTR amyloidosis manifestations (carpal tunnel syndrome, polyneuropathy, cardiomyopathy, heart failure) was significantly enriched in V122I carriers compared with non-carriers (HR = 2.8, 95% CI 1.7–4.5, p = 2.6 × 10 −5 ) in the UK Biobank, with 37.4% of V122I carriers having at least one of these manifestations by age 75. Our findings show that V122I carriers are at increased risk of polyneuropathy. These results also emphasize the underdiagnosis of disease in V122I carriers with a significant proportion of subjects showing phenotypic changes consistent with hATTR amyloidosis. Greater understanding of the manifestations associated with V122I is critical for earlier diagnosis and treatment.
The UK Biobank Exome Sequencing Consortium (UKB-ESC) is a private–public partnership between the UK Biobank (UKB) and eight biopharmaceutical companies that will complete the sequencing of exomes for all ~500,000 UKB participants. Here, we describe the early results from ~200,000 UKB participants and the features of this project that enabled its success. The biopharmaceutical industry has increasingly used human genetics to improve success in drug discovery. Recognizing the need for large-scale human genetics data, as well as the unique value of the data access and contribution terms of the UKB, the UKB-ESC was formed. As a result, exome data from 200,643 UKB enrollees are now available. These data include ~10 million exonic variants—a rich resource of rare coding variation that is particularly valuable for drug discovery. The UKB-ESC precompetitive collaboration has further strengthened academic and industry ties and has provided teams with an opportunity to interact with and learn from the wider research community. The UK Biobank Exome Sequencing Consortium aims to sequence all the exomes of approximately 500,000 UK Biobank participants. This Perspective describes the results from approximately 200,000 exomes and discusses the lessons learned from this UK Biobank–biopharmaceutical company collaboration.
Understanding mechanisms of hepatocellular damage may lead to new treatments for liver disease, and genome-wide association studies (GWAS) of alanine aminotransferase (ALT) and aspartate aminotransferase (AST) serum activities have proven useful for investigating liver biology. Here we report 100 loci associating with both enzymes, using GWAS across 411,048 subjects in the UK Biobank. The rare missense variant SLC30A10 Thr95Ile (rs188273166) associates with the largest elevation of both enzymes, and this association replicates in the DiscovEHR study. SLC30A10 excretes manganese from the liver to the bile duct, and rare homozygous loss of function causes the syndrome hypermanganesemia with dystonia-1 (HMNDYT1) which involves cirrhosis. Consistent with hematological symptoms of hypermanganesemia, SLC30A10 Thr95Ile carriers have increased hematocrit and risk of iron deficiency anemia. Carriers also have increased risk of extrahepatic bile duct cancer. These results suggest that genetic variation in SLC30A10 adversely affects more individuals than patients with diagnosed HMNDYT1.
Sequencing of large cohorts offers an unprecedented opportunity to identify rare genetic variants and to find novel contributors to human disease. We used gene-based collapsing tests to identify genes associated with glucose, HbA1c and T2D diagnosis in 363,977 exome-sequenced participants in the UK Biobank. We identified known associations with diabetes including variants in GCK, HNF1A and PDX1, genes involved in Mendelian forms of diabetes. Novel associations were identified for GIGYF1 predicted loss of function (pLOF), TNRC6B pLOF and PFAS predicted damaging missense variants. Multiple rare variants contributed to these associations, including singleton variants. The most significant novel associations were seen for GIGYF1 pLOF which associated with increased levels of glucose (0.77 mmol/L increase, p = 4.42 x 10-12) and HbA1c (4.33 mmol/mol, p = 1.28 x 10-14) as well as T2D diagnosis (OR = 4.15, p= 6.14 x 10-11). GIGYF1 pLOF also associated with decreased cholesterol levels as well as an increased risk of hypothyroidism. An independent common variant association for glucose and T2D was identified at GIGYF1 which replicated in additional datasets. Our results highlight the role of GIGYF1 in regulating insulin signaling and protecting from diabetes.
Sequencing of large cohorts offers an unprecedented opportunity to identify rare genetic variants and to find novel contributors to human disease. We used gene-based collapsing tests to identify genes associated with glucose, HbA1c and type 2 diabetes (T2D) diagnosis in 379,066 exome-sequenced participants in the UK Biobank. We identified associations for variants in GCK, HNF1A and PDX1 , which are known to be involved in Mendelian forms of diabetes. Notably, we uncovered novel associations for GIGYF1 , a gene not previously implicated by human genetics in diabetes. GIGYF1 predicted loss of function (pLOF) variants associated with increased levels of glucose (0.77 mmol/L increase, p = 4.42 × 10 –12 ) and HbA1c (4.33 mmol/mol, p = 1.28 × 10 –14 ) as well as T2D diagnosis (OR = 4.15, p = 6.14 × 10 –11 ). Multiple rare variants contributed to these associations, including singleton variants. GIGYF1 pLOF also associated with decreased cholesterol levels as well as an increased risk of hypothyroidism. The association of GIGYF1 pLOF with T2D diagnosis replicated in an independent cohort from the Geisinger Health System. In addition, a common variant association for glucose and T2D was identified at the GIGYF1 locus. Our results highlight the role of GIGYF1 in regulating insulin signaling and protecting from diabetes.
Abstract Background Hereditary transthyretin-mediated (hATTR) amyloidosis is a progressive, life-threatening disease caused by mutations in the transthyretin (TTR) gene. hATTR amyloidosis phenotypes can vary by patient and mutation. The V122I (Val122Ile; p.V142I) variant is one of the most common pathogenic TTR mutations, is primarily found in people of West African descent and has historically been associated with cardiomyopathy (CM). Purpose To characterize the cumulative incidence of diagnoses frequently seen with hATTR amyloidosis in V122I carriers and non-carriers in the UK Biobank (UKBB) and the Penn Medicine BioBank (PMBB). Methods UKBB and PMBB are prospective studies with ∼500,000 and ∼60,000 subjects, respectively. Clinical presentations frequently seen with hATTR amyloidosis were assessed using ICD10 diagnosis codes: G62–polyneuropathy (PN), I50 or I098–heart failure (HF), G560–carpal tunnel syndrome (CTS), I42–CM, and E85–amyloidosis. The cumulative incidence of diagnoses was estimated using Kaplan-Meier curves. Time to first hATTR amyloidosis-related diagnosis was compared between V122I carriers and non-carriers using Cox proportional hazards regression, controlling for age, sex, smoking, and genetic ancestry. Results Of the 6,062 unrelated black participants in the UKBB, 243 were V122I carriers. Only 0.8% of V122I carriers had a formal diagnosis of hATTR amyloidosis. V122I carriers were significantly more likely to have a PN diagnosis than non-carriers (p=6.35x10–5), a finding which was replicated in the PMBB. Of the ICD10 codes assessed, Cox proportional hazards regression revealed a significant association between V122I genotype and time to first diagnosis (p=2.6x10–5), with 11.1% of V122I carriers having at least one diagnosis during follow-up versus 4.9% of non-carriers. The calculated population attributable risk showed an excess risk of 16.7% for a PN diagnosis, 6.5% for HF, 4.1% for CTS, and 2.4% for CM in V122I carriers. The cumulative incidence of any hATTR amyloidosis-related diagnosis among V122I carriers by age 65 was 11.9% (95% CI=3.1–19.8%). The incidence increased to 37.4% (95% CI=20.5–50.7%) by age 75, which was significantly higher than non-carriers (13.8%, 95% CI=11.6–16%). Additionally, an assessment of the cumulative incidence of each diagnosis separately revealed that PN became more prevalent at younger ages, while HF and CM became more prevalent at older ages. Conclusions V122I carriers were significantly more likely to receive diagnoses frequently seen with hATTR amyloidosis than non-carriers. Although these diagnoses may not all be attributed to amyloidosis, the small fraction of patients diagnosed with hATTR amyloidosis suggests a potential underdiagnosis of disease. The V122I mutation has historically been associated with a cardiac phenotype, yet these data also suggest an increased incidence of PN. Increased vigilance for the mixed phenotype may lead to earlier diagnoses and treatment of V122I carriers. Funding Acknowledgement Type of funding source: Private company. Main funding source(s): Alnylam Pharmaceuticals
Background Destabilized transthyretin (TTR) can result in the progressive, fatal disease transthyretin-mediated (ATTR) amyloidosis. A stabilizing TTR mutation, T119M, is the basis for a therapeutic strategy to reduce destabilized TTR. Recently, T119M was associated with extended lifespan and lower risk of cerebrovascular disease in a Danish cohort. We aimed to determine whether this finding could be replicated in the UK Biobank. Methods TTR T119M carriers were identified in the UK Biobank, a large prospective cohort of ∼500,000 individuals. Association between T119M genotype and inpatient diagnosis of vascular disease, cardiovascular disease, cerebrovascular disease, and mortality was analyzed. Results Frequency of T119M within the white UK Biobank population ( n =337,148) was 0.4%. Logistic regression comparing T119M carriers to non-carriers found no association between T119M and vascular disease (odds ratio [OR]=1.08; p= .27), cardiovascular disease (OR=1.08; p= .31), cerebrovascular disease (OR=1.1; p= .42), or death (OR=1.2; p= .06). Cox proportional hazards regression showed similar results (hazard ratio>1, p >.05). Age at death and vascular disease diagnosis were similar between T119M carriers and non-carriers ( p= .12 and p= .38, respectively). Conclusions There was no association between the TTR T119M genotype and risk of vascular disease or death in a large prospective cohort study, indicating that TTR tetramer stabilization through T119M is not protective in this setting.
RNAi therapeutics can be designed to silence almost any gene of interest and have demonstrated high levels of efficacy and acceptable safety profiles in pre-clinical and clinical development for cardio-metabolic, hepatic infectious, central nervous system, and rare diseases. Minimizing microRNA-like off-target activity while maintaining on-target silencing is a means to maximize the safety profile. One strategy to mitigate off-target activity is to incorporate thermally destabilizing residues such as glycol nucleic acid in the seed region of the antisense strand of a double-stranded RNA. Here we demonstrate the benefit of this strategy using Alnylam's ESC+ conjugate platform by performing RNA-Seq in dose response to measure both on-target and off-target effects. Diverse measures and visualizations of transcriptomic noise will be presented, as well as estimates of relative on-target to off-target effects as a function of dose. These results show that ESC+ conjugates are capable of simultaneously achieving high levels of on-target silencing while maintaining low levels of transcriptomic noise.
Preeclampsia is a common and devastating pregnancy disorder, featuring hypertension and proteinuria. Studies have demonstrated that dysregulation of Renin-Angiotensin-System (RAS) is involved in the pathogenesis of the disease; however, treatment with a RAS-blocker is contraindicated due to fetal toxicity. RNA interference (RNAi) is a potent means of gene-specific silencing. We sought to demonstrate maternal-specific RAS blockade by targeting maternal hepatic angiotensinogen (AGT) using small interfering RNA (siRNA). In this study we tested the ability of AGT-targeting siRNA to ameliorate symptoms of preeclampsia in two rat models, without inducing a placental pathology or affecting fetal health. Two animal models of preeclampsia were used. The first model (transgenic) acts by upregulation of the circulating and uteroplacental Renin-Angiotensin-System (RAS). The second model is a surgical model that induces ischemia/reperfusion injury and subsequent local and systemic inflammation restriction (RUPP). Beginning on day 3 of gestation, transgenic rats were dosed subcutaneously with 10 mg/kg siRNA every third day through gestation day 15. In RUPP rats, siRNA was subcutaneously injected once (10 mg/kg) on day 12 of gestation. The major finding is that RNAi therapeutics targeting maternal hepatic AGT ameliorated the preeclamptic phenotype in both models. We were able to selectively reduce maternal RAS signaling while preserving the fetal RAS. In the transgenic model, silencing of hAGT leads to a reduction of blood pressure and urinary albumin excretion. Moreover, we improved intrauterine growth retardation, indicating an improved fetal development. The RUPP model confirmed the principal findings in a model that is not explicitly driven by the RAS. Investigational RNAi therapeutics targeting AGT ameliorated the clinical sequelae of preeclampsia in a transgenic rat model and improved the outcome of the fetus. We conclude that maternal specific RAS blockade improves maternal symptoms without deteriorating fetal health in rodent models.
Introduction: Preeclampsia, syndrome with hallmark features of new-onset hypertension and proteinuria after 20 weeks of gestation, affects 5% of pregnancies. It is a major cause of fetal and matern...
This chapter broadly describes the lead optimization activities relevant to the development of novel conjugate siRNA therapeutics for hepatic targets via subcutaneous administration. In deciding whether a gene is an appropriate therapeutic siRNA target, the length of the transcript is a crucial factor in the identification of a potential drug candidate. RNAi is a naturally occurring cellular mechanism for regulating gene expression mediated by siRNAs. The ability to selectively degrade the mRNA encoding a disease-related protein has provided the opportunity to create a novel therapeutic modality. The process of candidate selection for the development of an RNAi therapeutic integrates safety-based information from in silico target assessments, siRNA design features, and traditional screening in cell-based systems and rodent models. The current clinical development landscape is dominated by hepatic targets, but therapies targeting other tissues are actively being pursued and hold promise to bring differentiated medicines to patients in need.